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[Guide] How to make money in EFT

EDIT : Thanks to everybody for pointing out the few mistakes/improvements that can be made in this new-player level guide.
For the sake of summarizing here :
- Intel documents are NOT worth 250k. I didn't check them on the flea before writing this and for some reason I always remembered them at 250k. Game is in maintenance so I can't check the real price. That being said, it's still profitable to craft USB into Intel, it's just not x2 profitable.
- Scav case : moonshine / intel docs, some people seem to say they've never been profitable. I personally *did not* measure those, I eyeballed it. I'm working on so much shit that I didn't bother. On average I think that I'm in a net positive, but it's as believable as people saying they're not : without proof we can't really say for sure. That bein said, it's certainly more profitable to run lower-tier scav runs that are *faster* when you're online, and to run a moonshine or intel when you log off. It's more efficient to get a lot of runs while you can re-start them every time.
- Crafting moonshine : It's not profitable to spam it ; I was under the assumption that the average player who will read this will usually not play for 4-5 hours straight and will end up collecting yesterday's moonshine, craft a new one, and that's it. If that's you're rythm then yes, spam it. If you intend to play more than one craft worth's of time, then you will craft moonshine faster than you can spend it, and it's not really worth to sell it on the flea except to up your market reputation for a small loss (about 10k). So in short : craft moonshine to be able to start a moonshine run for when you log off, but you don't *need* more than that.

Check this out

Here is some actual data on the lavatory !!

Hey everybody !

I know it can be a struggle to get a stable economy in this game, especially when you die a lot. Today I'm gonna try and give a few guidelines on how to make money safely, efficiently, fast, or in any other way we can think of.
If you're struggling to stay above the 15-20 million rouble treshold, this guide is definitely for you.
Very often I'll hear newer players say "Damn I can't seem to make money, I keep loosing. Every time I take gear I die instantly". There is some truth in that. Today I'll help you improve your survival rate, but most importantly I'll unbalance the other side of the equation. When you complain about losing a lot of money, I will help you spend less by a significant margin, as well as earn more. You'll also get rid of gear fera naturally.
Remember this throughout this very, very long read : It all depends on how you want to play, and how much. Some of these tips will not fit how you want to play the game, and like Nikita always says : this game is supposed to be fun before anything else.

1. Hideout

Safety Score : 100%
Reward : Moderate but very stable.
Maxing your hideout should be one of your top priorities, probably before telling your mom how much you love her every now and then. If you're not doing either of those, the big gamer in you knows what to do.
Early wipe, save your fuel for when you're online and playing. If you're playing, your generator should definitely be running and all your stations should be crafting something.
Once you have Medstation 1, Workbench 1 and Lavatory 2, you really have no reason to turn your generator off when you're playing.
Once you have the bitcoin farm, you should never turn off the generator.
Medstation :
Craft salewas and/or IFAKs permanently. They cost 8k and sell for 15k. That's a net profit of about 25k / hour for salewas, as well as never having to buy any.
Lavatory :
Always be crafting Bleach. If you have 2 empty blue fuel, use those empty cans to craft a Magazine case.
You can then keep the magazine cases until you've enough for your liking and sell those for a good profit.
The bleach you will use to buy the 6B47 helmets which are better than the SSh-68 helmets. Buying from 2x bleach barter at ragman level 1 means you get the helmet for 18k (instead of 33k on the market). This helmet has better head coverage, less slow/negative effects, less weight, has a slot for a mount, has +11 ergonomics AND is cheaper than the 22k SSh-68. That being said, it has a slight noise reduction that the Ssh does not have. If you wear headphones I'd say this is negligible but debatable. I prefer to have the extra protection and ergonomics for sure, considering it's slightly cheaper.

You can also barter for that helmet and instantly sell it back for a profit (five times) and level up ragman money requirements.
Bleach can also be traded for the Blackjack backpack at level 4, as well as the TTV rig at level 2. You should definitely do it.
Sell excess bleach on the flea market when the prices are around 10.5k or more. (around midnight Central European Time).
Workbench :
You can buy Power Cords and craft Wires forever and always make a profit. Buy in the morning and sell in the evening for better profits (CET timezone). For even more profit, you can craft gunpowders and ammo which tend to also be ridiculously pricy at night.
Buying grenades from Peacekeeper and crafting green (Eagle) gunpowder is a good way to make a lot of money and level up Peacekeeper.
Intel Center :
You main objective is to get this one to level 3 for reduced fees and better quest rewards, but also access to the bitcoin farm at level 2.
If you need FiR for quests, craft that. When you're done craft Intel Documents at all times (buy the USB), and use it for scav case or sell for a x2 profit. ( 3x40 for USB = 120, documents sell for 250)
Bitcoin Farm :
Once you have it, spend all your money on GPU until its maxxed, then level it up even more. The BTC farm is definitely worth it. At 50GPU you need to connect every 15 hours to clic. If you can't, keep it level 2 and connect every 24 hours to clic. Even at level 1 its worth. But its much, much faster at higher levels.
From 0 to 50 GPUs it takes about 30 days to pay for itself. GPUs should not be sold until you maxxed it.
Water Collector :
Must be running at all times. Buy the components if you don't have them.
Booze Generator :
Must be running at all times. Buy the components if you don't have them.
Scav Case :
Always have it running on moonshine, and use intel documents once you're done crafting one.
Nutrition Unit :
It's not really worth crafting sugar to put in the Booze gen, as the price for chocolate is pretty much = the price of sugar. So buy the sugar instead and craft something else. I tend to craft Hot Rods when the prices are good (morning) and then use them to barter 5.45 BS Ammo with Prapor or sell for a profit.

If you do all that, you should have about 150k an hour fairly easily. Don't forget to check it between every raid.

2. Traders

Safety Score : 100%
Reward : Quite good.
Once your mom has received all the love she deserves and your hideout is taken care of, you should have max traders (traders are a requirement for most of the hideout anyway).
Traders level 4 will net you much better prices on most mods and open very good barter trades.
Buy as much as you can from barter trades. You can buy almost everything from it, and it's usually at least 25% cheaper to buy the requirements and then do the barter. Ragman4 has the CPC Armored Rig which is level 5 armor, you'll get it for about 200k instead of 250k on the flea. The Slick is also much cheaper. The Blackjack backpack is literally half priced.
You can also NOT use what you barter and just sell it back to a dealer (sometimes the same from which you bartered) for a profit as well as having 2 times the loyalty money increase (from bartering then from selling).
Another good example is buying a Recbat 14k from the market, getting an ADAR for skier, selling it to Mechanic and winning 8k just like that. You can find every single barter that nets a profit yourself and just buy-resell and you'll probably make another 100k every reset, if you really are struggling and have the patience. I personally advise to just use the equipment for yourself unless you're levelling traders, but I wouldn't go as far as buying all profitable items every reset.
Every trader at every level has good barters. You can make a full decent kit at level 1 traders for about 40k roubles on barter, instead of 90 if you buy it all. (Paca for masks, helmet for bleach, ADAR for recbatt, salewa from craft, backpack, etc. all barters)

Bleach is beautiful and is coveted in the real world for its ability to cure diseases.

3. Modding

Safety Score : 100%
Reward : Very profitable.
Don't mod out of your reach. Don't mod Meta. If money is an issue for you, having +1 ergo won't change your life.
For example,
Priced at 10k roubles
Priced at 45k Roubles

See where I'm going with this?
If you have money, sure, go for the Shift. If you wanna have fun and try, sure, go for it as well. But if you're struggling, buy 4 cobras and mod 4 guns for the price of 1% recoil which will not make you a gamer god anyway.
Also, do NOT buy mods from the flea market when you see you can buy them from traders. Look at the top of the market, if the mod is greyed out, look at the price. It means you don't have access (yet). If the price is too inflated for you, find another mod. There are always other mods. You can make 2 AKMs that have a difference of 2% recoil and 4 Ergonomics and have a 150k price difference. It's up to you. When money is the issue, this was the answer.

Note : Some guns are inherently much more expensive. Guns shooting 5.56 or 5.45 tend to be more expensive than 7.62. AKMs are VERY good budget guns. They're a bit harder to handle, but you can get a fully modded AK for 150-200k, where as you will have an entry level M4 for that price. 7.62 PS ammo is also incredibly cheap while being decent. Play 7.62 if you're struggling with money. It's not meta, but it's far more than enough, trust me. You'll rarely lose fights exclusively because you had PS ammo in an AKM. Rarely.

4. Statistical loadout balance

This is fairly simple yet overlooked a LOT. To be accurate, you need data. Personally I kept it in an excel spreadsheet, if you're hardcore you should do something similar.

A somewhat relevant spreadsheet I used a wipe ago to measure some of my stats
What you need to know about yourself for this :
These will help us measure how much you fuck up or not.
Lets make it simple.
If you have a 500k loadout and you usually extract with 100k, at 10% survival rate, that means you will spend 500k x 10 = 5.000.000 roubles over 10 raids on average, die 9 times, and earn 100k once. This very obvious example shows the loss.
Basically we're gonna try and balance that equation so that you never lose money on average. You'll have ups and downs obviously, but over a week or two, it'll smooth things out for you, like math always does in a pleasant conversation with a girl.

So what can you do to improve that equation ?

4.1 Improve survival rate

Seems simple enough, DIE LESS. You do not need to be good, smart, or special to die less. If you die a lot, do something different. If you die less, try more of that. Explore statistical advantages through different gameplay.
What can you do to die less practically? Here is a list of checkboxes you can tick depending on your money, skill, mood, or any other factor like the map and sheer luck:
Do all that, it'll give you a LOT of data to actually improve by just doing something different without really being fastestronger, just smarter.
And I repeat : you can do some of it, all of it, it depends on what you like, what you're comfortable with, and the time/investment you're putting in the game. It's okay to play at your own pace.

4.2 Reduce gear cost

The second part of our "profit equation" above is how much gear you take with you. Using previous tips, reduce that cost. Barters, cheaper mods, etc.

4.3 Increase extracted value

This one is not as tricky as it sounds. Basically there are two ways to extract with more money in the backpack :
The goal is to pay for the gear you will loose when you die while making a profit on top. That one time you extract if you have a MBSS backpack, you'll need items worth like 50k per slot to break even. If you take a tri-zip, suddenly it's only 30k per slot. If you take a blackjack and blackrock from good old ragman, suddenly it's 10k per slot. So you can break even by looting crickents and DVD players almost.
See where I'm going ? Always take a tri-zip or bigger unless you're doing something special. That way you can afford to loot shitty areas, take less risk, and survive more while having a little less value.
We'll cover that in a minute, but there are ways to loot high value items, moderate value and low value. Those have also different risk/reward.

All of those are also map specific. In woods I'll often go with a 6B3TM armored rig for 40k, no helmet, 20k headphones and a sniper rifle. Rest is pouched so does not count. That's less than 100k investment. All players tend to have low value gear so I never extract with a lot either so it balances out. But on Woods, my survival rate is 20% instead of my overall 40%. So I know it's not a map I can reliably make money on, because I measured that accurately over time. This example is very common and should make sense to you.
Same goes for interchange where I have more about 50% survival but will tend to go in with 600k worth of gear, but will also often extract with over 500k quite regularly. Different ratios, different values, different purposes.
You can measure your own data if you're willing to do so, or you can eyeball it. Eyeballing it is much faster but very inaccurate because you will tend to include emotions in the mix when you die. You'll remember losses ~2x more than your wins (that's somewhat scientifically proven), and if you're eyeballing your loadout you might think you have 600k but really you might have only 450k. I would advise to go hardcore and measure it all for price, initial loadout, losses and earnings, for each map.

5. Money runs

Now money runs are vast and numerous. All include different levels of risk and reward. It's up to you once again to find what you're willing to do for the time it takes, the fun it will give you and how much it will actually help you. You can always try them all for ~50 raids the sake of trying something different and see how your data is impacted. it doesn't have to be 50 in a row if you don't want to. As long as you keep track of it it can be over a whole wipe. You'd have your data ready for the next wipe :) Faster is better though.

5.1 Hatchling runs

Safety Score : 100%
Reward : Very Variable. Mentally exhausting.
Those are incredibly money efficient. You're investing a gear of 0 value, so whatever you extract with is 100% win, so you cannot possibly lose money that way. Is it fun? Is it rewarding? I don't care, to each is own. Statistcally speaking, hatchling runs are an efficient way to make money.
They do however require a little bit of knowledge, but not skill. You'll be much more efficient at doing these kind of runs if you know where to go, what to look for, and how to get there depending on your spawn. That being said, such knoweldge is easily found ; it's nothing complex, it just takes time to learn. Once again, depends on how much you're willing to invest (if not roubles, time).

5.2 Scav runs

Safety Score : 100%
Reward : Low-ish
Scav runs are also incredibly efficient for the same reason as hatchlings. Except those have a cooldown. Statisticall speaking I have noticed you should always run your scavs as fast as possible on the map where you extract both the fastest and most frequently.
The explanation is simple, lets make it simpler :
The scav is a button that makes you earn free money. When you press it the button becomes unpressable for some time, when you release the button you earn money (sometimes).
That means you want to release the button as often as possible. And for that, you need to release it as fast as possible. It's that simple. So make scavs incredibly fast. I'm talking "Run through" fast.
Unless you're looking for FiR items or doing something specific like annoying a streamer, you should literally run straight to the extract every single time, and loot what you have that doesn't make you go out of your way too much. Usually I suggest factory, go in, kill a random scav, loot it, get out.
Two weapons is at LEAST 50k, 100 if they have a scope. There you go. That's 100k every 20 minutes (or less with intel center). That's MUCH BETTER than going up to 150-200k but taking 30 minutes to extract, and taking more risk by spending more time in the map. Every second you're in someone can shoot. Nobody can shoot you in the hideout.
The exception to that rule is Scavs with a pilgrim which you can take on your favourite loot-run map, probably interchange or reserve. There you should just fill everything you can and extract once you're full, no matter what you have. 30 crickents and an extra gun is fine.

5.3 Stash runs

Safety Score : Very
Reward : Okay
Those are very very safe and can be done with a pistol and a backpack only. Very cheap, quite unchalleneged, for a moderate reward. Just go on a map that you like and run around and loot all stashes until you're full, then get out. You can vary the map/route depending on the traffic of players. Interchange and shoreline are good contenders for that.
It'll net you easy money. Not great money, but definitely safe.

5.4 Loot Runs

Safety Score : Moderate
Reward : Quite alright
Once you have better knowledge/skill you can start having a specific route in a specific map, depending on a specific spawn. So it'll take time to learn. Usually very similar than a hatchling run except this time you bring moderate gear and go for moderate loots. For example, instead of going for fast techlight, in-and-out interchange, you can decide "alright I'll loot 100% of Oli and the computers in the back", it'll take time, but it'll make good loot. More money than stashes, definitely will see scavs to kill, and most probably some more pvp. More risk. If you win that PvP you have even more loot as well. But overall good reward.
Loot runs need to be "scheduled" and thought of after several tries, so you know how much you can take per person depending on backpack size. For example you can't say "lets loot oli" if you have a 5-man with blackjacks, you'll all be empty. Adapt.

5.4 PvP

Safety Score : Insane
Reward : Unreliably moderate
This one is pretty obvious. Very risky, unpredictable rewards. Usually better than loot runs when you survive. I won't elaborate on this, because if you're reading this far you're probably struggling in PvP. And the rest of this guide already covers a fair bit.

6. Insurance

Safety Score : "Meh"
Reward : Very profitable.
Now this is very, very important. Always insure your gear. Always.
If you die you will get stuff back, pretty much for free. If you're really struggling people won't loot your "trash", so you WILL get it back.
If you play in a group it's very likely that people will hide your stuff too.
And most importantly : you can insurance fraud. This is the best way to balance the equation we talked about earlier. If you find a decent-ish gun, replace yours. You drop your initial investment by a significant margin, you will definitely get it back, and if you extract it's a flat profit. Weapons don't take inventory slot, so if you have two weapons that are not yours initially they will usually pay for your whole gear. I have quite often left my super-mega-modded HK just for an average M4 or other weapon that I can fight with, just so I can reduce my investment by 350k and up my reward by like 200k instantly. Replace your headphones all the time too, that's an easy -30+30k, same with helmets. even if it's a bit broken or slightly worse.
If you're struggling with money, try to leave every raid with at least 3-4 pars of your equipment that aren't yours initially.
But value the risk behind this. I won't leave my slick for a Paca at the third minute of a raid just to have that extra 28k. I won't leave my meta-modded HK for a naked mosin. But if it seems decent/doable, do it. It will pay off. Because even if you die, you still get your shit back, and gun is usually the most expensive part of the gear.

7. Final notes

It's all about balance. Find what works *for you* and try shit out. Really, try. You'll die, you'll learn, you'll adapt with data to back that up. I find it crazy that people will die and not try to learn from it. That's how you will improve as a player.
First you gotta get smarter, then you'll get better. And with time, skill, mechanics, gamesense, all that will improve on the side. Earning more will snowball in your favour. And if you know you're statistically okay, you will have a much smaller gear fear and enjoy the game more.

Sorry for the wall of text, you guys should be used to it with me by now :D I made these guides in video but not in english, so here I am typing it all for you guys.
Enjoy :)
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Meet Brock Pierce, the Presidential Candidate With Ties to Pedophiles Who Wants to End Human Trafficking

thedailybeast.com | Sep. 20, 2020.
The “Mighty Ducks” actor is running for president. He clears the air (sort of) to Tarpley Hitt about his ties to Jeffrey Epstein and more.
In the trailer for First Kid, the forgettable 1996 comedy about a Secret Service agent assigned to protect the president’s son, the title character, played by a teenage Brock Pierce, describes himself as “definitely the most powerful kid in the universe.” Now, the former child star is running to be the most powerful man in the world, as an Independent candidate for President of the United States.
Before First Kid, the Minnesota-born actor secured roles in a series of PG-rated comedies, playing a young Emilio Estevez in The Mighty Ducks, before graduating to smaller parts in movies like Problem Child 3: Junior in Love. When his screen time shrunk, Pierce retired from acting for a real executive role: co-founding the video production start-up Digital Entertainment Network (DEN) alongside businessman Marc Collins-Rector. At age 17, Pierce served as its vice president, taking in a base salary of $250,000.
DEN became “the poster child for dot-com excesses,” raising more than $60 million in seed investments and plotting a $75 million IPO. But it turned into a shorthand for something else when, in October of 1999, the three co-founders suddenly resigned. That month, a New Jersey man filed a lawsuit alleging Collins-Rector had molested him for three years beginning when he was 13 years old. The following summer, three teens filed a sexual-abuse lawsuit against Pierce, Collins-Rector, and their third co-founder, Chad Shackley. The plaintiffs later dropped their case against Pierce (he made a payment of $21,600 to one of their lawyers) and Shackley. But after a federal grand jury indicted Collins-Rector on criminal charges in 2000, the DEN founders left the country. When Interpol arrested them in 2002, they said they had confiscated “guns, machetes, and child pornography” from the trio’s beach villa in Spain.
While abroad, Pierce had pivoted to a new venture: Internet Gaming Entertainment, which sold virtual accessories in multiplayer online role-playing games to those desperate to pay, as one Wired reporter put it, “as much as $1,800 for an eight-piece suit of Skyshatter chain mail” rather than earn it in the games themselves. In 2005, a 25-year-old Pierce hired then-Goldman Sachs banker Steve Bannon—just before he would co-found Breitbart News. Two years later, after a World of Warcraft player sued the company for “diminishing” the fun of the game, Steve Bannon replaced Pierce as CEO.
Collins-Rector eventually pleaded guilty to eight charges of child enticement and registered as a sex offender. In the years that followed, Pierce waded into the gonzo economy of cryptocurrencies, where he overlapped more than once with Jeffrey Epstein, and counseled him on crypto. In that world, he founded Tether, a cryptocurrency that bills itself as a “stablecoin,” because its value is allegedly tied to the U.S. dollar, and the blockchain software company Block.one. Like his earlier businesses, Pierce’s crypto projects see-sawed between massive investments and curious deals. When Block.one announced a smart contract software called EOS.IO, the company raised $4 billion almost overnight, setting an all-time record before the product even launched. The Securities and Exchange Commission later fined the company $24 million for violating federal securities law. After John Oliver mocked the ordeal, calling Pierce a “sleepy, creepy cowboy,” Block.one fired him. Tether, meanwhile, is currently under investigation by the New York Attorney General for possible fraud.
On July 4, Pierce announced his candidacy for president. His campaign surrogates include a former Cambridge Analytica director and the singer Akon, who recently doubled down on developing an anonymously funded, $6 billion “Wakanda-like” metropolis in Senegal called Akon City. Pierce claims to be bipartisan, and from the 11 paragraphs on the “Policy” section of his website it can be hard to determine where he falls on the political spectrum. He supports legalizing marijuana and abolishing private prisons, but avoids the phrase “climate change.” He wants to end “human trafficking.” His proposal to end police brutality: body cams.
His political contributions tell a more one-sided story. Pierce’s sole Democratic contribution went to the short-lived congressional run of crypto candidate Brian Forde. The rest went to Republican campaigns like Marco Rubio, Rick Perry, John McCain, and the National Right to Life Political Action Committee. Last year alone, Pierce gave over $44,000 to the Republican National Committee and more than $55,000 to Trump’s re-election fund.
Pierce spoke to The Daily Beast from his tour bus and again over email. Those conversations have been combined and edited for clarity.
You’re announcing your presidential candidacy somewhat late, and historically, third-party candidates haven’t had the best luck with the executive office. If you don’t have a strong path to the White House, what do you want out of the race?
I announced on July 4, which I think is quite an auspicious date for an Independent candidate, hoping to bring independence to this country. There’s a lot of things that I can do. One is: I’m 39 years old. I turn 40 in November. So I’ve got time on my side. Whatever happens in this election cycle, I’m laying the groundwork for the future. The overall mission is to create a third major party—not another third party—a third major party in this country. I think that is what America needs most. George Washington in his closing address warned us about the threat of political parties. John Adams and the other founding fathers—their fear for our future was two political parties becoming dominant. And look at where we are. We were warned.
I believe, having studied systems, any time you have a system of two, what happens is those two things come together, like magnets. They come into collision, or they become polarized and become completely divided. I think we need to rise above partisan politics and find a path forward together. As Albert Einstein is quoted—I’m not sure the line came from him, but he’s quoted in many places—he said that the definition of insanity is making the same mistake or doing the same thing over and over and over again, expecting a different result. [Ed. note: Einstein never said this.] It feels like that’s what our election cycle is like. Half the country feels like they won, half the country feels like they lost, at least if they voted or participated.
Obviously, there’s another late-comer to the presidential race, and that’s Kanye West. He’s received a lot of flak for his candidacy, as he’s openly admitted to trying to siphon votes away from Joe Biden to ensure a Trump victory. Is that something you’re hoping to avoid or is that what you’re going for as well?
Oh no. This is a very serious campaign. Our campaign is very serious. You’ll notice I don’t say anything negative about either of the two major political candidates, because I think that’s one of the problems with our political system, instead of people getting on stage, talking about their visionary ideas, inspiring people, informing and educating, talking about problems, mentioning problems, talking about solutions, constructive criticism. That’s why I refuse to run a negative campaign. I am definitely not a spoiler. I’m into data, right? I’m a technologist. I’ve got digital DNA. So does most of our campaign team. We’ve got our finger on the pulse.
Most of my major Democratic contacts are really happy to see that we’re running in a red state like Wyoming. Kanye West’s home state is Wyoming. He’s not on the ballot in Wyoming I could say, in part, because he didn’t have Akon on his team. But I could also say that he probably didn’t want to be on the ballot in Wyoming because it’s a red state. He doesn’t want to take additional points in a state where he’s only running against Trump. But we’re on the ballot in Wyoming, and since we’re on the ballot in Wyoming I think it’s safe—more than safe, I think it’s evident—that we are not here to run as a spoiler for the benefit of Donald Trump.
In running for president, you’ve opened yourself up to be scrutinized from every angle going back to the beginning of your career. I wanted to ask you about your time at the Digital Entertainment Network. Can you tell me a little bit about how you started there? You became a vice president as a teenager. What were your qualifications and what was your job exactly?
Well, I was the co-founder. A lot of it was my idea. I had an idea that people would use the internet to watch videos, and we create content for the internet. The idea was basically YouTube and Hulu and Netflix. Anyone that was around in the ‘90s and has been around digital media since then, they all credit us as the creators of basically those ideas. I was just getting a message from the creator of The Vandals, the punk rock band, right before you called. He’s like, “Brock, looks like we’re going to get the Guinness Book of World Records for having created the first streaming television show.”
We did a lot of that stuff. We had 30 television shows. We had the top most prestigious institutions in the world as investors. The biggest names. High-net-worth investors like Terry Semel, who’s chairman and CEO of Warner Brothers, and became the CEO of Yahoo. I did all sorts of things. I helped sell $150,000 worth of advertising contracts to the CEOs of Pepsi and everything else. I was the face of the company, meeting all the major banks and everything else, selling the vision of what the future was.
You moved in with Marc Collins-Rector and Chad Shackley at a mansion in Encino. Was that the headquarters of the business?
All start-ups, they normally start out in your home. Because it’s just you. The company was first started out of Marc’s house, and it was probably there for the first two or three months, before the company got an office. That’s, like, how it is for all start-ups.
were later a co-defendant in the L.A. County case filed against Marc Collins-Rector for plying minors with alcohol and drugs, in order to facilitate sexual abuse. You were dropped from the case, but you settled with one of the men for $21,600. Can you explain that?
Okay, well, first of all, that’s not accurate. Two of the plaintiffs in that case asked me if I would be a plaintiff. Because I refused to be a part of the lawsuit, they chose to include me to discredit me, to make their case stronger. They also went and offered 50 percent of what they got to the house management—they went around and offered money to anyone to participate in this. They needed people to corroborate their story. Eventually, because I refused to participate in the lawsuit, they named me. Subsequently, all three of the plaintiffs apologized to me, in front of audiences, in front of many people, saying Brock never did anything. They dismissed their cases.
Remember, this is a civil thing. I’ve never been charged with a crime in my life. And the last plaintiff to have his case dismissed, he contacted his lawyer and said, “Dismiss this case against Brock. Brock never did anything. I just apologized. Dismiss his case.” And the lawyer said, “No. I won’t dismiss this case, I have all these out-of-pocket expenses, I refuse to file the paperwork unless you give me my out-of-pocket expenses.” And so the lawyer, I guess, had $21,000 in bills. So I paid his lawyer $21,000—not him, it was not a settlement. That was a payment to his lawyer for his out-of-pocket expenses. Out-of-pocket expenses so that he would file the paperwork to dismiss the case.
You’ve said the cases were unfounded, and the plaintiffs eventually apologized. But your boss, Marc Collins-Rector later pleaded guilty to eight charges of child enticement and registered as a sex offender. Were you aware of his behavior? How do you square the fact that later allegations proved to be true, but these ones were not?
Well, remember: I was 16 and 17 years old at the time? So, no. I don’t think Marc is the man they made him out to be. But Marc is not a person I would associate with today, and someone I haven’t associated with in a very long time. I was 16 and 17. I chose the wrong business partner. You live and you learn.
You’ve pointed out that you were underage when most of these allegations were said to take place. Did you ever feel like you were coerced or in over your head while working at DEN?
I mean, I was working 18 hours a day, doing things I’d never done before. It was business school. But I definitely learned a lot in building that company. We raised $88 million. We filed our [form] S-1 to go public. We were the hottest start-up in Los Angeles.
In 2000, you left the country with Marc Collins-Rector. Why did you leave? How did you spend those two years abroad?
I moved to Spain in 1999 for personal reasons. I spent those two years in Europe working on developing my businesses.
Interpol found you in 2002. The house where you were staying reportedly contained guns, machetes, and child pornography. Whose guns and child porn were those? Were you aware they were in the house, and how did those get there?
My lawyers have addressed this in 32 pages of documentation showing a complete absence of wrongdoing. Please refer to my webpage for more information.
[Ed. Note: The webpage does not mention guns, machetes, or child pornography. It does state:“It is true that when the local police arrested Collins-Rector in Spain in 2002 on an international warrant, Mr. Pierce was also taken into custody, but so was everyone at Collins-Rector’s house in Spain; and it is equally clear that Brock was promptly released, and no charges of any kind were ever filed against Brock concerning this matter.”]
What do you make of the allegations against Bryan Singer? [Ed. Note: Bryan Singer, a close friend of Collins-Rector, invested at least $50,000 in DEN. In an Atlantic article outlining Singer’s history of alleged sexual assault and statutory rape, one source claimed that at age 15, Collins-Rector abused him and introduced him to Singer, who then assaulted him in the DEN headquarters.]
I am aware of them and I support of all victims of sexual assault. I will let America’s justice system decide on Singer’s outcome.
In 2011, you spoke at the Mindshift conference supported by Jeffrey Epstein. At that point, he had already been convicted of soliciting prostitution from a minor. Why did you agree to speak?
I had never heard of Jeffrey Epstein. His name was not on the website. I was asked to speak at a conference alongside Nobel Prize winners. It was not a cryptocurrency conference, it was filled with Nobel Prize winners. I was asked to speak alongside Nobel Prize winners on the future of money. I speak at conferences historically, two to three times a week. I was like, “Nobel Prize winners? Sounds great. I’ll happily talk about the future of money with them.” I had no idea who Jeffrey Epstein was. His name was not listed anywhere on the website. Had I known what I know now? I clearly would have never spoken there. But I spoke at a conference that he cosponsored.
What’s your connection to the Clinton Global Initiative? Did you hear about it through Jeffrey Epstein?
I joined the Clinton Global Initiative as a philanthropist in 2006 and was a member for one year. My involvement with the Initiative had no connection to Jeffrey Epstein whatsoever.
You’ve launched your campaign in Minnesota, where George Floyd was killed by a police officer. How do you feel about the civil uprising against police brutality?
I’m from Minnesota. Born and raised. We just had a press conference there, announcing that we’re on the ballot. Former U.S. Senator Dean Barkley was there. So that tells you, when former U.S. Senators are endorsing the candidate, right?
[Ed. note: Barkley was never elected to the United States Senate. In November of 2002, he was appointed by then Minnesota Governor Jesse Venture to fill the seat after Sen. Paul Wellstone died in a plane crash. Barkley’s term ended on Jan. 3, 2003—two months later.]
Yes, George Floyd was murdered in Minneapolis. My vice-presidential running mate Karla Ballard and I, on our last trip to Minnesota together, went to visit the George Floyd Memorial. I believe in law and order. I believe that law and order is foundational to any functioning society. But there is no doubt in my mind that we need reform. These types of events—this is not an isolated incident. This has happened many times before. It’s time for change. We have a lot of detail around policy on this issue that we will be publishing next week. Not just high-level what we think, not just a summary, but detailed policy.
You said that you support “law and order.” What does that mean?
“Law and order” means creating a fair and just legal system where our number one priority is protecting the inalienable rights of “Life, Liberty and the pursuit of Happiness” for all people. This means reforming how our police intervene in emergency situations, abolishing private prisons that incentivize mass incarceration, and creating new educational and economic opportunities for our most vulnerable communities. I am dedicated to preventing crime by eliminating the socioeconomic conditions that encourage it.
I support accountability and transparency in government and law enforcement. Some of the key policies I support are requiring body-cams on all law enforcement officers who engage with the public, curtailing the 1033 program that provides local law enforcement agencies with access to military equipment, and abolishing private prisons. Rather than simply defund the police, my administration will take a holistic approach to heal and unite America by ending mass incarceration, police brutality, and racial injustice.
Did you attend any Black Lives Matter protests?
I support all movements aimed at ending racial injustice and inequality. I​ have not attended any Black Lives Matter protests.​ My running-mate, Karla Ballard, attended the March on Washington in support of racial justice and equality.
Your platform doesn’t mention the words “climate change.” Is there a reason for that?
I’m not sure what you mean. Our policy platform specifically references human-caused climate change and we have a plan to restabilize the climate, address environmental degradation, and ensure environmental sustainability.
[Ed. Note: As of writing the Pierce campaign’s policy platform does not specifically reference human-caused climate change.]
You’ve recently brought on Akon as a campaign surrogate. How did that happen? Tell me about that.
Akon and I have been friends for quite some time. I was one of the guys that taught him about Bitcoin. I helped make some videogames for him, I think in 2012. We were talking about Bitcoin, teaching him the ropes, back in 2013. And in 2014, we were both speaking at the Milken Global Conference, and I encouraged him to talk about how Bitcoin, Africa, changed the world. He became the biggest celebrity in the world, talking about Bitcoin at the time. I’m an adviser to his Akoin project, very interested in the work that he’s doing to build a city in Africa.
I think we need a government that’s of, for, and by the people. Akon has huge political aspirations. He obviously was a hugely successful artist. But he also discovered artists like Lady Gaga. So not only is he, himself, a great artist, but he’s also a great identifier and builder of other artists. And he’s been a great businessman, philanthropist. He’s pushing the limits of what can be done. We’re like-minded individuals in that regard. I think he’ll be running for political office one day, because he sees what I see: that we need real change, and we need a government that is of, for, and by the people.
You mentioned that you’re an adviser on Akoin. Do you have any financial investments in Akoin or Akon City?
I don’t believe so. I’d have to check. I have so much stuff. But I don’t believe that I have any economic interests in his stuff. I’d have to verify that. We’ll get back to you. I don’t believe that I have any economic interests. My interest is in helping him. He’s a visionary with big ideas that wants to help things in the world. If I can be of assistance in helping him make the world a better place, I’m all for it. I’m not motivated by money. I’m not running for office because I’m motivated by power. I’m running for office because I’m deeply, deeply concerned about our collective future.
You’ve said you’re running on a pro-technology platform. One week into your campaign last month, a New York appeals court approved the state Attorney General’s attempt to investigate the stablecoin Tether for potentially fraudulent activity. Do you think this will impact your ability to sell people on your tech entrepreneurship?
No, I think my role in Tether is as awesome as it gets. It was my idea. I put it together. But I’ve had no involvement in the company since 2015. I gave all of my equity to the other shareholders. I’ve had zero involvement in the company for almost six years. It was just my idea. I put the initial team together. But I think Tether is one of the most important innovations in the world, certainly. The idea is, I digitized the U.S. dollar. I used technology to digitize currency—existing currency. The U.S. dollar in particular. It’s doing $10 trillion a year. Ten trillion dollars a year of transactional volume. It’s probably the most important innovation in currency since the advent of fiat money. The people that took on the business and ran the business in years to come, they’ve done things I’m not proud of. I’m not sure they’ve done anything criminal. But they certainly did things differently than I would do. But it’s like, you have kids, they turn 18, they go out into the world, and sometimes you’re proud of the things they do, and sometimes you shake your head and go, “Ugh, why did you do that?” I have zero concerns as it relates to me personally. I wish they made better decisions.
What do you think the investigation will find?
I have no idea. The problem that was raised is that there was a $5 million loan between two entities and whether or not they had the right to do that, did they disclose it correctly. There’s been no accusations of, like, embezzlement or anything that bad.
[Ed. Note: The Attorney General’s press release on the investigation reads: “Our investigation has determined that the operators of the ‘Bitfinex’ trading platform, who also control the ‘tether’ virtual currency, have engaged in a cover-up to hide the apparent loss of $850 million dollars of co-mingled client and corporate funds.”]
But there’s been some disclosure things, that is the issue. No one is making any outrageous claims that these are people that have done a bunch of bad—well, on the internet, the media has said that the people behind the business may have been manipulating the price of Bitcoin, but I don’t think that has anything to do with the New York investigation. Again, I’m so not involved, and so not at risk, that I’m not even up to speed on the details.
[Ed note: A representative of the New York State Attorney General told Forbes that he “cannot confirm or deny that the investigation” includes Pierce.]
We’ve recently witnessed the rise of QAnon, the conspiracy theory that Hollywood is an evil cabal of Satanic pedophiles and Trump is the person waging war on them. You mentioned human trafficking, which has become a cause for them. What are your thoughts on that?
I’ve watched some of the content. I think it’s an interesting phenomenon. I’m an internet person, so Anonymous is obviously an organization that has been doing interesting stuff. It’s interesting. I don’t have a big—conspiracy theory stuff is—I guess I have a question for you: What do you think of all of it, since you’re the expert?
You know, I think it’s not true, but I’m not running for president. I do wonder what this politician [Georgia congressional candidate Marjorie Taylor Greene], who’s just won her primary, is going to do on day one, once she finds out there’s no satanic cabal room.
Wait, someone was running for office and won on a QAnon platform, saying that Hollywood did—say what? You’re the expert here.
She won a primary. But I want to push on if we only have a few minutes. In 2006, your gaming company IGE brought on Steve Bannon as an investor. Goldman later bought out most of your stock. Bannon eventually replaced you as CEO of Affinity. You’ve described him as your “right-hand man for, like, seven years.” How well did you know Bannon during that time?
Yes, so this is in my mid-twenties. He wasn’t an investor. He worked for me. He was my banker. He worked for me for three years as my yield guide. And then he was my CEO running the company for another four years. So I haven’t worked with Steve for a decade or so. We worked in videogame stuff and banking. He was at Goldman Sachs. He was not in the political area at the time. But he was a pretty successful banker. He set up Goldman Sachs Los Angeles. So for me, I’d say he did a pretty good job.
During your business relationship, Steve Bannon founded Breitbart News, which has pretty consistently published racist material. How do you feel about Breitbart?
I had no involvement with Breitbart News. As for how I feel about such material, I’m not pleased by any form of hate-mongering. I strongly support the equality of all Americans.
Did you have qualms about Bannon’s role in the 2016 election?
Bannon’s role in the Trump campaign got me to pay closer attention to what he was doing but that’s about it. Whenever you find out that one of your former employees has taken on a role like that, you pay attention.
Bannon served on the board of Cambridge Analytica. A staffer on your campaign, Brittany Kaiser, also served as a business director for them. What are your thoughts on their use of illicitly-obtained Facebook data for campaign promotional material?
Yes, so this will be the last question I can answer because I’ve got to be off for this 5:00 pm. But Brittany Kaiser is a friend of mine. She was the whistleblower of Cambridge Analytica. She came to me and said, “What do I do?” And I said, “Tell the truth. The truth will set you free.”
[Ed. Note: Investigations in Cambridge Analytica took place as early as Nov. 2017, when a U.K. reporter at Channel 4 News recorded their CEO boasting about using “beautiful Ukranian girls” and offers of bribes to discredit political officials. The first whistleblower was Christopher Wylie, who disclosed a cache of documents to The Guardian, published on Mar. 17, 2018. Kaiser’s confession ran five days later, after the scandal made national news. Her association with Cambridge Analytica is not mentioned anywhere on Pierce’s campaign website.]
So I’m glad that people—I’m a supporter of whistleblowers, people that see injustice in the world and something not right happening, and who put themselves in harm’s way to stand up for what they believe in. So I stand up for Brittany Kaiser.
Who do you think [anonymous inventor of Bitcoin] Satoshi Nakamoto is?
We all are Satoshi Nakamoto.
You got married at Burning Man. Have you been attending virtual Burning Man?
I’m running a presidential campaign. So, while I was there in spirit, unfortunately my schedule did not permit me to attend.
OP note: please refer to the original article for reference links within text (as I've not added them here!)
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7 Tips for 12.6 wipe!

7 Tips for 12.6 wipe! New players or returning vets
Fellow Tarkovians!
TL:DR
  1. Do your quests!!!! Do them efficiently by completing as many as possible in a single raid. IE. Collecting salewa’s, doing bronze pocket watch, and find 3M armor on scavs in a single raid.
  2. GET A LUCKY JUNK SCAV BOX ASAP! Lvl 13 -> Therapist lvl 2 - > 100 dog tags or ~1.4 Million. Have a PDF, screenshot, or wiki page open of items you need later on for quests or hideout progression and put them inside here.
  3. Redeem your new years gift! If you played prior to the start of the year then go to Escapefromtarkov.com, log-in, and redeem your New Years Gift immediately. Item Case and Money Case help immensely early on in the wipe.
  4. Do your scav run every time it is available. Prioritize doing maps like interchange, reserve, or customs for quest and hideout items.
  5. Do night time raids. Focus your attention early on in Night time raids as there will be less players and better geared scavs.
  6. Level up your hideout! Prioritize upgrading your hideout for passive income as well as important bonuses. Rush to unlock your bitcoin farm ASAP. Intelligence center for more exp, lower scav timer, and money.
  7. Have a goal. If this means getting Kappa, hitting lvl 40 for the first time, or maybe 100 million roubles. It will give you a reason to stay motivated and keep raiding.
Introduction: I have been playing EFT since July 2017, have participated in every wipe typically reaching lvl 40+, have several thousands of hours in game, and try to keep up to date on all new info put out on a daily basis. Basically, I am addicted to every EFT related and I really want to give back to the community I love so much. So, let me help you start off your first (or seventh) wipe off in the right direction. Below are 7 tips or tricks to help you succeed in Tarkov City.
  1. Quests Your absolutely number one priority when playing EFT should be completing quests. Not only should you prioritize quests, but you should try to do them as efficiently as possible. IE. Completing bronze pocket watch, look for salewas or morphines, find 3m armors, etc all in one raid. Also, you should be looking for future quest items long before that quest becomes available to you. Here is a handy PDF that has pretty much all the collectable quest items you’ll need. That leads me to tip #2. Quest items
  2. Lucky Scav Junk Box Get a lucky scav junk box whenever you can afford one. It level 2 therapist, lvl 13 requirement, and 100 dog tags or 1.4 mil roubles. You can easily farm this within an hour or two doing pistol loot runs or by naturally playing the game. The amount of space this saves in your stash is invaluable and it also allows you to save those late game quest items such as graphics cards and flash drives for when you need them. I honestly cannot recommend one enough to new players, and especially those with standard edition stashes.
  3. Redeem your new year’s gift Many of the newer players started in December this year, and are in turn going to be eligible for the “New Year’s Gift” once the wipe happens. All you have to do is create your bear or usec like normal via the game, then go to escapefromtarkov.com, log-in, and hit receive additional equipment. This will include a money case, med case, item case, and a p-90 with mags and ammo. Sell everything but the item case, AND BUY A LUCKY SCAV JUNKBOX! (How many times do I have to tell you to buy a junkbox… jeez just do it already) Honestly you won’t need the money case for a while, the med case is not needed anymore with the introduction of after raid healing, and let’s be honest you are probably going to die while using the p-90 anyways so just sell it for the fast roubles.
  4. Do your scav run every time it is available I cannot stress this enough to new players, DO YOUR SCAV RUNS! The amount of times I have scav ran and came out with 1+ million roubles is absurd. The way I treat my scav runs is to well… be a scavenger. I use common routes on the map where typical PVP happens such as medical storage on interchange, resort on shoreline, dorms on customs, or even factory. This way you can find dead PMC’s that most of the time weren’t entirely stripped of their gear due to the new weight system. I then go after the less frequented loot spots such as the back halls on interchange that go from level 1 to level 2 which have several weapons crates or computer spawns. These less frequented areas tend to have fantastic loot, and can easily net you over 500k with miscellaneous items you can sell on the flea market.
  5. Do NIGHT raids! People generally are afraid to do night raids because of how dark it is, but trust me they are definitely the way to level up fast and easy. Turn up your contrast/brightness on your monitor, brightness in game, and load into a night map. Other than Factory most maps on night mode are actually playable and have high visibility. The reason I play night maps is because there is a low density of players, scavs have SEVERELY reduced vision, and generally you can loot without concern of getting killed by Chads.
  6. HIDEOUT If questing is your number one priority then progression in your hideout is number two. In this wipe the flea market is changing to find in raid only, and everything crafted in the hideout counts as find in raid! You can turn these items in for quests or flip them on the market for loads of roubles. Also, if you rush to get your bitcoin farm up then you will have passive income. If you are like me and don’t get to play this game as much as you’d like the bitcoin farm enables you to load in on the weekends and play geared versus farming roubles during your free time. Here is a list of all the hideout materials required. Hideout Items
  7. Have a goal Having a goal when playing Tarkov makes the entire process so much more enjoyable. Maybe try to hit level 20/30/40 for the first time. Go for 10 million roubles, 100 million, 1 million USD. Grind for your first kappa. Maybe try for 1,000 PMC kills or maybe have a high survival rating. Doing this will keep you motivated in the long run and help you load into raids.
Good luck on your 12.6 wipe!
submitted by rufio515 to EscapefromTarkov [link] [comments]

A new whitepaper analysing the performance and scalability of the Streamr pub/sub messaging Network is now available. Take a look at some of the fascinating key results in this introductory blog

A new whitepaper analysing the performance and scalability of the Streamr pub/sub messaging Network is now available. Take a look at some of the fascinating key results in this introductory blog

Streamr Network: Performance and Scalability Whitepaper


https://preview.redd.it/bstqyn43x4j51.png?width=2600&format=png&auto=webp&s=81683ca6303ab84ab898c096345464111d674ee5
The Corea milestone of the Streamr Network went live in late 2019. Since then a few people in the team have been working on an academic whitepaper to describe its design principles, position it with respect to prior art, and prove certain properties it has. The paper is now ready, and it has been submitted to the IEEE Access journal for peer review. It is also now published on the new Papers section on the project website. In this blog, I’ll introduce the paper and explain its key results. All the figures presented in this post are from the paper.
The reasons for doing this research and writing this paper were simple: many prospective users of the Network, especially more serious ones such as enterprises, ask questions like ‘how does it scale?’, ‘why does it scale?’, ‘what is the latency in the network?’, and ‘how much bandwidth is consumed?’. While some answers could be provided before, the Network in its currently deployed form is still small-scale and can’t really show a track record of scalability for example, so there was clearly a need to produce some in-depth material about the structure of the Network and its performance at large, global scale. The paper answers these questions.
Another reason is that decentralized peer-to-peer networks have experienced a new renaissance due to the rise in blockchain networks. Peer-to-peer pub/sub networks were a hot research topic in the early 2000s, but not many real-world implementations were ever created. Today, most blockchain networks use methods from that era under the hood to disseminate block headers, transactions, and other events important for them to function. Other megatrends like IoT and social media are also creating demand for new kinds of scalable message transport layers.

The latency vs. bandwidth tradeoff

The current Streamr Network uses regular random graphs as stream topologies. ‘Regular’ here means that nodes connect to a fixed number of other nodes that publish or subscribe to the same stream, and ‘random’ means that those nodes are selected randomly.
Random connections can of course mean that absurd routes get formed occasionally, for example a data point might travel from Germany to France via the US. But random graphs have been studied extensively in the academic literature, and their properties are not nearly as bad as the above example sounds — such graphs are actually quite good! Data always takes multiple routes in the network, and only the fastest route counts. The less-than-optimal routes are there for redundancy, and redundancy is good, because it improves security and churn tolerance.
There is an important parameter called node degree, which is the fixed number of nodes to which each node in a topology connects. A higher node degree means more duplication and thus more bandwidth consumption for each node, but it also means that fast routes are more likely to form. It’s a tradeoff; better latency can be traded for worse bandwidth consumption. In the following section, we’ll go deeper into analyzing this relationship.

Network diameter scales logarithmically

One useful metric to estimate the behavior of latency is the network diameter, which is the number of hops on the shortest path between the most distant pair of nodes in the network (i.e. the “longest shortest path”. The below plot shows how the network diameter behaves depending on node degree and number of nodes.

Network diameter
We can see that the network diameter increases logarithmically (very slowly), and a higher node degree ‘flattens the curve’. This is a property of random regular graphs, and this is very good — growing from 10,000 nodes to 100,000 nodes only increases the diameter by a few hops! To analyse the effect of the node degree further, we can plot the maximum network diameter using various node degrees:
Network diameter in network of 100 000 nodes
We can see that there are diminishing returns for increasing the node degree. On the other hand, the penalty (number of duplicates, i.e. bandwidth consumption), increases linearly with node degree:

Number of duplicates received by the non-publisher nodes
In the Streamr Network, each stream forms its own separate overlay network and can even have a custom node degree. This allows the owner of the stream to configure their preferred latency/bandwidth balance (imagine such a slider control in the Streamr Core UI). However, finding a good default value is important. From this analysis, we can conclude that:
  • The logarithmic behavior of network diameter leads us to hope that latency might behave logarithmically too, but since the number of hops is not the same as latency (in milliseconds), the scalability needs to be confirmed in the real world (see next section).
  • A node degree of 4 yields good latency/bandwidth balance, and we have selected this as the default value in the Streamr Network. This value is also used in all the real-world experiments described in the next section.
It’s worth noting that in such a network, the bandwidth requirement for publishers is determined by the node degree and not the number of subscribers. With a node degree 4 and a million subscribers, the publisher only uploads 4 copies of a data point, and the million subscribing nodes share the work of distributing the message among themselves. In contrast, a centralized data broker would need to push out a million copies.

Latency scales logarithmically

To see if actual latency scales logarithmically in real-world conditions, we ran large numbers of nodes in 16 different Amazon AWS data centers around the world. We ran experiments with network sizes between 32 to 2048 nodes. Each node published messages to the network, and we measured how long it took for the other nodes to get the message. The experiment was repeated 10 times for each network size.
The below image displays one of the key results of the paper. It shows a CDF (cumulative distribution function) of the measured latencies across all experiments. The y-axis runs from 0 to 1, i.e. 0% to 100%.
CDF of message propagation delay
From this graph we can easily read things like: in a 32 nodes network (blue line), 50% of message deliveries happened within 150 ms globally, and all messages were delivered in around 250 ms. In the largest network of 2048 nodes (pink line), 99% of deliveries happened within 362 ms globally.
To put these results in context, PubNub, a centralized message brokering service, promises to deliver messages within 250 ms — and that’s a centralized service! Decentralization comes with unquestionable benefits (no vendor lock-in, no trust required, network effects, etc.), but if such protocols are inferior in terms of performance or cost, they won’t get adopted. It’s pretty safe to say that the Streamr Network is on par with centralized services even when it comes to latency, which is usually the Achilles’ heel of P2P networks (think of how slow blockchains are!). And the Network will only get better with time.
Then we tackled the big question: does the latency behave logarithmically?
Mean message propagation delay in Amazon experiments
Above, the thick line is the average latency for each network size. From the graph, we can see that the latency grows logarithmically as the network size increases, which means excellent scalability.
The shaded area shows the difference between the best and worst average latencies in each repeat. Here we can see the element of chance at play; due to the randomness in which nodes become neighbours, some topologies are faster than others. Given enough repeats, some near-optimal topologies can be found. The difference between average topologies and the best topologies gives us a glimpse of how much room for optimisation there is, i.e. with a smarter-than-random topology construction, how much improvement is possible (while still staying in the realm of regular graphs)? Out of the observed topologies, the difference between the average and the best observed topology is between 5–13%, so not that much. Other subclasses of graphs, such as irregular graphs, trees, and so on, can of course unlock more room for improvement, but they are different beasts and come with their own disadvantages too.
It’s also worth asking: how much worse is the measured latency compared to the fastest possible latency, i.e. that of a direct connection? While having direct connections between a publisher and subscribers is definitely not scalable, secure, or often even feasible due to firewalls, NATs and such, it’s still worth asking what the latency penalty of peer-to-peer is.

Relative delay penalty in Amazon experiments
As you can see, this plot has the same shape as the previous one, but the y-axis is different. Here, we are showing the relative delay penalty (RDP). It’s the latency in the peer-to-peer network (shown in the previous plot), divided by the latency of a direct connection measured with the ping tool. So a direct connection equals an RDP value of 1, and the measured RDP in the peer-to-peer network is roughly between 2 and 3 in the observed topologies. It increases logarithmically with network size, just like absolute latency.
Again, given that latency is the Achilles’ heel of decentralized systems, that’s not bad at all. It shows that such a network delivers acceptable performance for the vast majority of use cases, only excluding the most latency-sensitive ones, such as online gaming or arbitrage trading. For most other use cases, it doesn’t matter whether it takes 25 or 75 milliseconds to deliver a data point.

Latency is predictable

It’s useful for a messaging system to have consistent and predictable latency. Imagine for example a smart traffic system, where cars can alert each other about dangers on the road. It would be pretty bad if, even minutes after publishing it, some cars still haven’t received the warning. However, such delays easily occur in peer-to-peer networks. Everyone in the crypto space has seen first-hand how plenty of Bitcoin or Ethereum nodes lag even minutes behind the latest chain state.
So we wanted to see whether it would be possible to estimate the latencies in the peer-to-peer network if the topology and the latencies between connected pairs of nodes are known. We applied Dijkstra’s algorithm to compute estimates for average latencies from the input topology data, and compared the estimates to the actual measured average latencies:
Mean message propagation delay in Amazon experiments
We can see that, at least in these experiments, the estimates seemed to provide a lower bound for the actual values, and the average estimation error was 3.5%. The measured value is higher than the estimated one because the estimation only considers network delays, while in reality there is also a little bit of a processing delay at each node.

Conclusion

The research has shown that the Streamr Network can be expected to deliver messages in roughly 150–350 milliseconds worldwide, even at a large scale with thousands of nodes subscribing to a stream. This is on par with centralized message brokers today, showing that the decentralized and peer-to-peer approach is a viable alternative for all but the most latency-sensitive applications.
It’s thrilling to think that by accepting a latency only 2–3 times longer than the latency of an unscalable and insecure direct connecion, applications can interconnect over an open fabric with global scalability, no single point of failure, no vendor lock-in, and no need to trust anyone — all that becomes available out of the box.
In the real-time data space, there are plenty of other aspects to explore, which we didn’t cover in this paper. For example, we did not measure throughput characteristics of network topologies. Different streams are independent, so clearly there’s scalability in the number of streams, and heavy streams can be partitioned, allowing each stream to scale too. Throughput is mainly limited, therefore, by the hardware and network connection used by the network nodes involved in a topology. Measuring the maximum throughput would basically be measuring the hardware as well as the performance of our implemented code. While interesting, this is not a high priority research target at this point in time. And thanks to the redundancy in the network, individual slow nodes do not slow down the whole topology; the data will arrive via faster nodes instead.
Also out of scope for this paper is analysing the costs of running such a network, including the OPEX for publishers and node operators. This is a topic of ongoing research, which we’re currently doing as part of designing the token incentive mechanisms of the Streamr Network, due to be implemented in a later milestone.
I hope that this blog has provided some insight into the fascinating results the team uncovered during this research. For a more in-depth look at the context of this work, and more detail about the research, we invite you to read the full paper.
If you have an interest in network performance and scalability from a developer or enterprise perspective, we will be hosting a talk about this research in the coming weeks, so keep an eye out for more details on the Streamr social media channels. In the meantime, feedback and comments are welcome. Please add a comment to this Reddit thread or email [[email protected]](mailto:[email protected]).
Originally published by. Henri at blog.streamr.network on August 24, 2020.
submitted by thamilton5 to streamr [link] [comments]

Cryptocurrencies: the Past Reinvented

Cryptocurrencies: the Past Reinvented

https://preview.redd.it/io0mkfpayel51.jpg?width=2560&format=pjpg&auto=webp&s=839666f628a9ae85fa3ef4ffb020c1c2ba598683
As the first country to industrialise in the 1760s, Britain’s manufacturing revolution set the world on one of the greatest practical and ubiquitous changes in human history. Even more extraordinary is the fact that Britain’s industrialisation remained way ahead of potential competition for decades. Only in the early 1900s did historians get to grips with the issues of causation. Max Weber’s pithy answer “the Protestant work ethic” pointed to Puritan seriousness, diligence, fiscal prudence and hard work. Others include the establishment of the Bank of England in 1694 as an essentially corollary by creating the necessary conditions for financial stability. In contrast, Continental Europe lurched from one national debt crisis to another, then through itself headlong into the Napoleonic wars. Unsurprisingly, it was not until after 1815 industrialisation took place on the European mainland where it was spearheaded by the new country of Belgium.
250 years latter with the launch of Bitcoin another revolution had begun; though this one more commercial in nature than industrial. Though the full impact has yet to be played out, the parallels between these two historical events are already striking. Bitcoin may not match the obviousness of industrialisation, but the underlying pragmatics touch on the very foundations of the non-barter economy. Like the establishment of the Bank of England, the creation of the cryptocurrency infrastructure has been prompted by ongoing and worsening threats to financial instability; systemic fault-lines created by macroeconomic challenges flowing from the 2008 crash.
For those who could “join the dots” in 2008, there was the realisation that central banks no longer existed as guardians and protectors of national currencies but the tools of creating politicised market distortions; abandoning their duty to preserve wealth in favour of creating the conditions for limitless, cheap government debt. While many of the underlying intentions were benign, inherently the process worked to punish savers and reward reckless debt.
This anticipation of on-going instability surrounding fiat currencies and the viability of crypto alternatives has proved more prescient than could have ever been previously imagined. Within a short space of time a wave of undercurrents gave rise to new vocabularies, outlooks and expectations which have impacted commercial and investment transactions, a change never more acutely observed than today, when even against the backdrop of the COVID crisis Central Banks are rushing to create their own “digital” krona, pound, dollar etc. “Digital” may represent a confusing nomenclature, however, as these are not cryptocurrencies in the true sense, and certainly not part of decentralised finance (DeFi). The digital krona does, however, manifest the increasingly powerful impact that the cryptocurrency ecosystem is having on mainstream banking and government behaviour.
As with Britain’s industrial revolution, it has taken time for the potential of cryptocoins to find more energetic traction. Over the past 12 years cryptocurrencies have moved from unknown, to novel, to significant and growing interest. As a result, profound changes are underway affecting the mechanics by which investors, the investment industry, wealth mangers and even the commercial banking sector is engaging with cryptocurrencies. This interest has quickened as we enter into a period of deep economic unknown and growing awareness that structural soundness is shifting away from traditional investment options.
Intelligent engagement requires cryptocurrency investors/wealth managers to accurately understand and correctly explicate the nature of these influences and assess their potential impact. This article suggests seven distinct elements (a non- exhaustive list) as currently ranking definitive importance:
  1. Cryptocurrencies comprise account for only a tiny fraction of the global economy. At an estimated value of $375 billion, this is several orders of magnitude smaller than a world GDP of $35 trillion (2019). Assuming other factors are favourable, there is clearly room for growth.
  2. Cryptocurrency success will mark the end of critical aspects of Central Banking monopoly; by revealing the fictitious nature of fiat currencies as a principle; by offering a more competitive vehicle for facilitating commercial transactions; and providing a more stable medium to store monetised assets. Apart from stability, cryptocurrencies offer real returns on “cash” deposits, something which the fiat banking system has long since abandoned. (The reasons for the latter are deeply significant and will be followed up in a subsequent article).
  3. Cryptocurrency success will hasten the end of the dollar monopoly in global commerce. Indeed, at current trending, changes in trading mechanics may speedily evolve to the point that such “reserve currencies” no longer have a function at all. Analysts once speculated that it was only a matter of time before the Chinese yuan displaced the dollar, in the same way that the dollar displaced the pound. The edifice which supports the concept of a “global reserve currency” is weakening. The latter’s demise will have significant implications regarding reducing political influence over global finance, as well as nations’ abilities to run longterm balance of payments deficits, current account deficits and borrow at little or no interest.
  4. Cryptocurrencies as an ecosystem—assuming the current direction of evolution continues—will increasingly constrain, redirect and set the parameters to government macroeconomic policies. Certainly sound alternatives to fiat currencies will drive the latter to the periphery of commercial life, concomitantly reducing the number of tools the nation state has at its disposal to regulate or respond to changing economic conditions. This especially means setting meaningful interest rates. Above all, it means that government financial engagement can no longer be a rule unto itself, it will have to engage by the same principles as everyone else. A level playing field here has dramatic implications—and will again be picked up in a subsequent article.
  5. Cryptocurrencies represent a wider range of disruptive elements affecting the commercial ecosystem. Among the most direct is the ability to raise finance or enter into other commercial transactions with little to no red tape, intrusive regulation or political interference. In short it de-politicises, de-institutionalises and de-centralises investment and payment options, while retaining many of the protective and other beneficial aspects present in traditional finance.
  6. Cryptocurrencies offer rapid commercial advances enfranchising the one- third of the global population who do not have a bank account—but do have a mobile phone—and concomitantly enable business that currently cannot accept electronic forms of payment to move into digital commerce. In the way that cellular communication revolutionised sub-saharan Africa in the early 2000s, so we may anticipate some parallel here as regards ease and ubiquity of payment “wallets” and their positive impact on developing economy dynamics.
  7. Cryptocurrency potential increasingly offers a route to security and liquid asset preservation/growth in a world where fundamentals are being shifted out of all recognition; driven by economic policies predicated firstly on the priority of COVID management and secondly on the move away from rules-based multilateralism towards bilateralism. Global cooperation is yielding to the demands of national integrity, security of supply and highly aggressive competition in key enabling technologies such as 5G, AI, quantum computing and encryption, which themselves will have as profound impact on cryptocurrency evolution as the creation of the bitcoin itself.
Against the backdrop of the essential limits of fiat currencies, current geo- macroeconomic policies and a new emerging world order, cryptocurrencies offer vast potential:
  • An efficiency facilitating frictionless commerce/investment.
  • A medium of stability against the backdrop of uncertainty and inflation.
  • Increased security in value transfer and wealth management.
  • Optimum autonomy in an increasing intrusive climate.
  • “Cash” asset preservation/growth in a world of negative interest rates.
In all this we may well have come full circle to 1694 and the stability and security that the establishment of the Bank of England was intended to entrench—but now it is now de-centralised finance that will get us there.
Article source: https://www.finxflo.com/news/detail/5127
submitted by JamesFXF to FXF [link] [comments]

Where is Bitcoin Going and When?

Where is Bitcoin Going and When?

The Federal Reserve and the United States government are pumping extreme amounts of money into the economy, already totaling over $484 billion. They are doing so because it already had a goal to inflate the United States Dollar (USD) so that the market can continue to all-time highs. It has always had this goal. They do not care how much inflation goes up by now as we are going into a depression with the potential to totally crash the US economy forever. They believe the only way to save the market from going to zero or negative values is to inflate it so much that it cannot possibly crash that low. Even if the market does not dip that low, inflation serves the interest of powerful people.
The impending crash of the stock market has ramifications for Bitcoin, as, though there is no direct ongoing-correlation between the two, major movements in traditional markets will necessarily affect Bitcoin. According to the Blockchain Center’s Cryptocurrency Correlation Tool, Bitcoin is not correlated with the stock market. However, when major market movements occur, they send ripples throughout the financial ecosystem which necessary affect even ordinarily uncorrelated assets.
Therefore, Bitcoin will reach X price on X date after crashing to a price of X by X date.

Stock Market Crash

The Federal Reserve has caused some serious consternation with their release of ridiculous amounts of money in an attempt to buoy the economy. At face value, it does not seem to have any rationale or logic behind it other than keeping the economy afloat long enough for individuals to profit financially and politically. However, there is an underlying basis to what is going on which is important to understand in order to profit financially.
All markets are functionally price probing systems. They constantly undergo a price-discovery process. In a fiat system, money is an illusory and a fundamentally synthetic instrument with no intrinsic value – similar to Bitcoin. The primary difference between Bitcoin is the underlying technology which provides a slew of benefits that fiat does not. Fiat, however, has an advantage in being able to have the support of powerful nation-states which can use their might to insure the currency’s prosperity.
Traditional stock markets are composed of indices (pl. of index). Indices are non-trading market instruments which are essentially summaries of business values which comprise them. They are continuously recalculated throughout a trading day, and sometimes reflected through tradable instruments such as Exchange Traded Funds or Futures. Indices are weighted by market capitalizations of various businesses.
Price theory essentially states that when a market fails to take out a new low in a given range, it will have an objective to take out the high. When a market fails to take out a new high, it has an objective to make a new low. This is why price-time charts go up and down, as it does this on a second-by-second, minute-by-minute, day-by-day, and even century-by-century basis. Therefore, market indices will always return to some type of bull market as, once a true low is formed, the market will have a price objective to take out a new high outside of its’ given range – which is an all-time high. Instruments can only functionally fall to zero, whereas they can grow infinitely.
So, why inflate the economy so much?
Deflation is disastrous for central banks and markets as it raises the possibility of producing an overall price objective of zero or negative values. Therefore, under a fractional reserve system with a fiat currency managed by a central bank – the goal of the central bank is to depreciate the currency. The dollar is manipulated constantly with the intention of depreciating its’ value.
Central banks have a goal of continued inflated fiat values. They tend to ordinarily contain it at less than ten percent (10%) per annum in order for the psyche of the general populace to slowly adjust price increases. As such, the markets are divorced from any other logic. Economic policy is the maintenance of human egos, not catering to fundamental analysis. Gross Domestic Product (GDP) growth is well-known not to be a measure of actual growth or output. It is a measure of increase in dollars processed. Banks seek to produce raising numbers which make society feel like it is growing economically, making people optimistic. To do so, the currency is inflated, though inflation itself does not actually increase growth. When society is optimistic, it spends and engages in business – resulting in actual growth. It also encourages people to take on credit and debts, creating more fictional fiat.
Inflation is necessary for markets to continue to reach new heights, generating positive emotional responses from the populace, encouraging spending, encouraging debt intake, further inflating the currency, and increasing the sale of government bonds. The fiat system only survives by generating more imaginary money on a regular basis.
Bitcoin investors may profit from this by realizing that stock investors as a whole always stand to profit from the market so long as it is managed by a central bank and does not collapse entirely. If those elements are filled, it has an unending price objective to raise to new heights. It also allows us to realize that this response indicates that the higher-ups believe that the economy could crash in entirety, and it may be wise for investors to have multiple well-thought-out exit strategies.

Economic Analysis of Bitcoin

The reason why the Fed is so aggressively inflating the economy is due to fears that it will collapse forever or never rebound. As such, coupled with a global depression, a huge demand will appear for a reserve currency which is fundamentally different than the previous system. Bitcoin, though a currency or asset, is also a market. It also undergoes a constant price-probing process. Unlike traditional markets, Bitcoin has the exact opposite goal. Bitcoin seeks to appreciate in value and not depreciate. This has a quite different affect in that Bitcoin could potentially become worthless and have a price objective of zero.
Bitcoin was created in 2008 by a now famous mysterious figure known as Satoshi Nakamoto and its’ open source code was released in 2009. It was the first decentralized cryptocurrency to utilize a novel protocol known as the blockchain. Up to one megabyte of data may be sent with each transaction. It is decentralized, anonymous, transparent, easy to set-up, and provides myriad other benefits. Bitcoin is not backed up by anything other than its’ own technology.
Bitcoin is can never be expected to collapse as a framework, even were it to become worthless. The stock market has the potential to collapse in entirety, whereas, as long as the internet exists, Bitcoin will be a functional system with a self-authenticating framework. That capacity to persist regardless of the actual price of Bitcoin and the deflationary nature of Bitcoin means that it has something which fiat does not – inherent value.
Bitcoin is based on a distributed database known as the “blockchain.” Blockchains are essentially decentralized virtual ledger books, replete with pages known as “blocks.” Each page in a ledger is composed of paragraph entries, which are the actual transactions in the block.
Blockchains store information in the form of numerical transactions, which are just numbers. We can consider these numbers digital assets, such as Bitcoin. The data in a blockchain is immutable and recorded only by consensus-based algorithms. Bitcoin is cryptographic and all transactions are direct, without intermediary, peer-to-peer.
Bitcoin does not require trust in a central bank. It requires trust on the technology behind it, which is open-source and may be evaluated by anyone at any time. Furthermore, it is impossible to manipulate as doing so would require all of the nodes in the network to be hacked at once – unlike the stock market which is manipulated by the government and “Market Makers”. Bitcoin is also private in that, though the ledge is openly distributed, it is encrypted. Bitcoin’s blockchain has one of the greatest redundancy and information disaster recovery systems ever developed.
Bitcoin has a distributed governance model in that it is controlled by its’ users. There is no need to trust a payment processor or bank, or even to pay fees to such entities. There are also no third-party fees for transaction processing. As the ledge is immutable and transparent it is never possible to change it – the data on the blockchain is permanent. The system is not easily susceptible to attacks as it is widely distributed. Furthermore, as users of Bitcoin have their private keys assigned to their transactions, they are virtually impossible to fake. No lengthy verification, reconciliation, nor clearing process exists with Bitcoin.
Bitcoin is based on a proof-of-work algorithm. Every transaction on the network has an associated mathetical “puzzle”. Computers known as miners compete to solve the complex cryptographic hash algorithm that comprises that puzzle. The solution is proof that the miner engaged in sufficient work. The puzzle is known as a nonce, a number used only once. There is only one major nonce at a time and it issues 12.5 Bitcoin. Once it is solved, the fact that the nonce has been solved is made public.
A block is mined on average of once every ten minutes. However, the blockchain checks every 2,016,000 minutes (approximately four years) if 201,600 blocks were mined. If it was faster, it increases difficulty by half, thereby deflating Bitcoin. If it was slower, it decreases, thereby inflating Bitcoin. It will continue to do this until zero Bitcoin are issued, projected at the year 2140. On the twelfth of May, 2020, the blockchain will halve the amount of Bitcoin issued when each nonce is guessed. When Bitcoin was first created, fifty were issued per block as a reward to miners. 6.25 BTC will be issued from that point on once each nonce is solved.
Unlike fiat, Bitcoin is a deflationary currency. As BTC becomes scarcer, demand for it will increase, also raising the price. In this, BTC is similar to gold. It is predictable in its’ output, unlike the USD, as it is based on a programmed supply. We can predict BTC’s deflation and inflation almost exactly, if not exactly. Only 21 million BTC will ever be produced, unless the entire network concedes to change the protocol – which is highly unlikely.
Some of the drawbacks to BTC include congestion. At peak congestion, it may take an entire day to process a Bitcoin transaction as only three to five transactions may be processed per second. Receiving priority on a payment may cost up to the equivalent of twenty dollars ($20). Bitcoin mining consumes enough energy in one day to power a single-family home for an entire week.

Trading or Investing?

The fundamental divide in trading revolves around the question of market structure. Many feel that the market operates totally randomly and its’ behavior cannot be predicted. For the purposes of this article, we will assume that the market has a structure, but that that structure is not perfect. That market structure naturally generates chart patterns as the market records prices in time. In order to determine when the stock market will crash, causing a major decline in BTC price, we will analyze an instrument, an exchange traded fund, which represents an index, as opposed to a particular stock. The price patterns of the various stocks in an index are effectively smoothed out. In doing so, a more technical picture arises. Perhaps the most popular of these is the SPDR S&P Standard and Poor 500 Exchange Traded Fund ($SPY).
In trading, little to no concern is given about value of underlying asset. We are concerned primarily about liquidity and trading ranges, which are the amount of value fluctuating on a short-term basis, as measured by volatility-implied trading ranges. Fundamental analysis plays a role, however markets often do not react to real-world factors in a logical fashion. Therefore, fundamental analysis is more appropriate for long-term investing.
The fundamental derivatives of a chart are time (x-axis) and price (y-axis). The primary technical indicator is price, as everything else is lagging in the past. Price represents current asking price and incorrectly implementing positions based on price is one of the biggest trading errors.
Markets and currencies ordinarily have noise, their tendency to back-and-fill, which must be filtered out for true pattern recognition. That noise does have a utility, however, in allowing traders second chances to enter favorable positions at slightly less favorable entry points. When you have any market with enough liquidity for historical data to record a pattern, then a structure can be divined. The market probes prices as part of an ongoing price-discovery process. Market technicians must sometimes look outside of the technical realm and use visual inspection to ascertain the relevance of certain patterns, using a qualitative eye that recognizes the underlying quantitative nature
Markets and instruments rise slower than they correct, however they rise much more than they fall. In the same vein, instruments can only fall to having no worth, whereas they could theoretically grow infinitely and have continued to grow over time. Money in a fiat system is illusory. It is a fundamentally synthetic instrument which has no intrinsic value. Hence, the recent seemingly illogical fluctuations in the market.
According to trade theory, the unending purpose of a market or instrument is to create and break price ranges according to the laws of supply and demand. We must determine when to trade based on each market inflection point as defined in price and in time as opposed to abandoning the trend (as the contrarian trading in this sub often does). Time and Price symmetry must be used to be in accordance with the trend. When coupled with a favorable risk to reward ratio, the ability to stay in the market for most of the defined time period, and adherence to risk management rules; the trader has a solid methodology for achieving considerable gains.
We will engage in a longer term market-oriented analysis to avoid any time-focused pressure. The Bitcoin market is open twenty-four-hours a day, so trading may be done when the individual is ready, without any pressing need to be constantly alert. Let alone, we can safely project months in advance with relatively high accuracy. Bitcoin is an asset which an individual can both trade and invest, however this article will be focused on trading due to the wide volatility in BTC prices over the short-term.

Technical Indicator Analysis of Bitcoin

Technical indicators are often considered self-fulfilling prophecies due to mass-market psychology gravitating towards certain common numbers yielded from them. They are also often discounted when it comes to BTC. That means a trader must be especially aware of these numbers as they can prognosticate market movements. Often, they are meaningless in the larger picture of things.
  • Volume – derived from the market itself, it is mostly irrelevant. The major problem with volume for stocks is that the US market open causes tremendous volume surges eradicating any intrinsic volume analysis. This does not occur with BTC, as it is open twenty-four-seven. At major highs and lows, the market is typically anemic. Most traders are not active at terminal discretes (peaks and troughs) because of levels of fear. Volume allows us confidence in time and price symmetry market inflection points, if we observe low volume at a foretold range of values. We can rationalize that an absolute discrete is usually only discovered and anticipated by very few traders. As the general market realizes it, a herd mentality will push the market in the direction favorable to defending it. Volume is also useful for swing trading, as chances for swing’s validity increases if an increase in volume is seen on and after the swing’s activation. Volume is steadily decreasing. Lows and highs are reached when volume is lower.
Therefore, due to the relatively high volume on the 12th of March, we can safely determine that a low for BTC was not reached.
  • VIX – Volatility Index, this technical indicator indicates level of fear by the amount of options-based “insurance” in portfolios. A low VIX environment, less than 20 for the S&P index, indicates a stable market with a possible uptrend. A high VIX, over 20, indicates a possible downtrend. VIX is essentially useless for BTC as BTC-based options do not exist. It allows us to predict the market low for $SPY, which will have an indirect impact on BTC in the short term, likely leading to the yearly low. However, it is equally important to see how VIX is changing over time, if it is decreasing or increasing, as that indicates increasing or decreasing fear. Low volatility allows high leverage without risk or rest. Occasionally, markets do rise with high VIX.
As VIX is unusually high, in the forties, we can be confident that a downtrend for the S&P 500 is imminent.
  • RSI (Relative Strength Index): The most important technical indicator, useful for determining highs and lows when time symmetry is not availing itself. Sometimes analysis of RSI can conflict in different time frames, easiest way to use it is when it is at extremes – either under 30 or over 70. Extremes can be used for filtering highs or lows based on time-and-price window calculations. Highly instructive as to major corrective clues and indicative of continued directional movement. Must determine if longer-term RSI values find support at same values as before. It is currently at 73.56.
  • Secondly, RSI may be used as a high or low filter, to observe the level that short-term RSI reaches in counter-trend corrections. Repetitions based on market movements based on RSI determine how long a trade should be held onto. Once a short term RSI reaches an extreme and stay there, the other RSI’s should gradually reach the same extremes. Once all RSI’s are at extreme highs, a trend confirmation should occur and RSI’s should drop to their midpoint.

Trend Definition Analysis of Bitcoin

Trend definition is highly powerful, cannot be understated. Knowledge of trend logic is enough to be a profitable trader, yet defining a trend is an arduous process. Multiple trends coexist across multiple time frames and across multiple market sectors. Like time structure, it makes the underlying price of the instrument irrelevant. Trend definitions cannot determine the validity of newly formed discretes. Trend becomes apparent when trades based in counter-trend inflection points continue to fail.
Downtrends are defined as an instrument making lower lows and lower highs that are recurrent, additive, qualified swing setups. Downtrends for all instruments are similar, except forex. They are fast and complete much quicker than uptrends. An average downtrend is 18 months, something which we will return to. An uptrend inception occurs when an instrument reaches a point where it fails to make a new low, then that low will be tested. After that, the instrument will either have a deep range retracement or it may take out the low slightly, resulting in a double-bottom. A swing must eventually form.
A simple way to roughly determine trend is to attempt to draw a line from three tops going upwards (uptrend) or a line from three bottoms going downwards (downtrend). It is not possible to correctly draw a downtrend line on the BTC chart, but it is possible to correctly draw an uptrend – indicating that the overall trend is downwards. The only mitigating factor is the impending stock market crash.

Time Symmetry Analysis of Bitcoin

Time is the movement from the past through the present into the future. It is a measurement in quantified intervals. In many ways, our perception of it is a human construct. It is more powerful than price as time may be utilized for a trade regardless of the market inflection point’s price. Were it possible to perfectly understand time, price would be totally irrelevant due to the predictive certainty time affords. Time structure is easier to learn than price, but much more difficult to apply with any accuracy. It is the hardest aspect of trading to learn, but also the most rewarding.
Humans do not have the ability to recognize every time window, however the ability to define market inflection points in terms of time is the single most powerful trading edge. Regardless, price should not be abandoned for time alone. Time structure analysis It is inherently flawed, as such the markets have a fail-safe, which is Price Structure. Even though Time is much more powerful, Price Structure should never be completely ignored. Time is the qualifier for Price and vice versa. Time can fail by tricking traders into counter-trend trading.
Time is a predestined trade quantifier, a filter to slow trades down, as it allows a trader to specifically focus on specific time windows and rest at others. It allows for quantitative measurements to reach deterministic values and is the primary qualifier for trends. Time structure should be utilized before price structure, and it is the primary trade criterion which requires support from price. We can see price structure on a chart, as areas of mathematical support or resistance, but we cannot see time structure.
Time may be used to tell us an exact point in the future where the market will inflect, after Price Theory has been fulfilled. In the present, price objectives based on price theory added to possible future times for market inflection points give us the exact time of market inflection points and price.
Time Structure is repetitions of time or inherent cycles of time, occurring in a methodical way to provide time windows which may be utilized for inflection points. They are not easily recognized and not easily defined by a price chart as measuring and observing time is very exact. Time structure is not a science, yet it does require precise measurements. Nothing is certain or definite. The critical question must be if a particular approach to time structure is currently lucrative or not.
We will measure it in intervals of 180 bars. Our goal is to determine time windows, when the market will react and when we should pay the most attention. By using time repetitions, the fact that market inflection points occurred at some point in the past and should, therefore, reoccur at some point in the future, we should obtain confidence as to when SPY will reach a market inflection point. Time repetitions are essentially the market’s memory. However, simply measuring the time between two points then trying to extrapolate into the future does not work. Measuring time is not the same as defining time repetitions. We will evaluate past sessions for market inflection points, whether discretes, qualified swings, or intra-range. Then records the times that the market has made highs or lows in a comparable time period to the future one seeks to trade in.
What follows is a time Histogram – A grouping of times which appear close together, then segregated based on that closeness. Time is aligned into combined histogram of repetitions and cycles, however cycles are irrelevant on a daily basis. If trading on an hourly basis, do not use hours.
  • Yearly Lows (last seven years): 1/1/13, 4/10/14, 1/15/15, 1/17/16, 1/1/17, 12/15/18, 2/6/19
  • Monthly Mode: 1, 1, 1, 1, 2, 4, 12
  • Daily Mode: 1, 1, 6, 10, 15, 15, 17
  • Monthly Lows (for the last year): 3/12/20 (10:00pm), 2/28/20 (7:09am), 1/2/20 (8:09pm), 12/18/19 (8:00am), 11/25/19 (1:00am), 10/24/19 (2:59am), 9/30/19 (2:59am), 8/29,19 (4:00am), 7/17/19 (7:59am), 6/4/19 (5:59pm), 5/1/19 (12:00am), 4/1/19 (12:00am)
  • Daily Lows Mode for those Months: 1, 1, 2, 4, 12, 17, 18, 24, 25, 28, 29, 30
  • Hourly Lows Mode for those Months (Military time): 0100, 0200, 0200, 0400, 0700, 0700, 0800, 1200, 1200, 1700, 2000, 2200
  • Minute Lows Mode for those Months: 00, 00, 00, 00, 00, 00, 09, 09, 59, 59, 59, 59
  • Day of the Week Lows (last twenty-six weeks):
Weighted Times are repetitions which appears multiple times within the same list, observed and accentuated once divided into relevant sections of the histogram. They are important in the presently defined trading time period and are similar to a mathematical mode with respect to a series. Phased times are essentially periodical patterns in histograms, though they do not guarantee inflection points
Evaluating the yearly lows, we see that BTC tends to have its lows primarily at the beginning of every year, with a possibility of it being at the end of the year. Following the same methodology, we get the middle of the month as the likeliest day. However, evaluating the monthly lows for the past year, the beginning and end of the month are more likely for lows.
Therefore, we have two primary dates from our histogram.
1/1/21, 1/15/21, and 1/29/21
2:00am, 8:00am, 12:00pm, or 10:00pm
In fact, the high for this year was February the 14th, only thirty days off from our histogram calculations.
The 8.6-Year Armstrong-Princeton Global Economic Confidence model states that 2.15 year intervals occur between corrections, relevant highs and lows. 2.15 years from the all-time peak discrete is February 9, 2020 – a reasonably accurate depiction of the low for this year (which was on 3/12/20). (Taking only the Armstrong model into account, the next high should be Saturday, April 23, 2022). Therefore, the Armstrong model indicates that we have actually bottomed out for the year!
Bear markets cannot exist in perpetuity whereas bull markets can. Bear markets will eventually have price objectives of zero, whereas bull markets can increase to infinity. It can occur for individual market instruments, but not markets as a whole. Since bull markets are defined by low volatility, they also last longer. Once a bull market is indicated, the trader can remain in a long position until a new high is reached, then switch to shorts. The average bear market is eighteen months long, giving us a date of August 19th, 2021 for the end of this bear market – roughly speaking. They cannot be shorter than fifteen months for a central-bank controlled market, which does not apply to Bitcoin. (Otherwise, it would continue until Sunday, September 12, 2021.) However, we should expect Bitcoin to experience its’ exponential growth after the stock market re-enters a bull market.
Terry Laundy’s T-Theory implemented by measuring the time of an indicator from peak to trough, then using that to define a future time window. It is similar to an head-and-shoulders pattern in that it is the process of forming the right side from a synthetic technical indicator. If the indicator is making continued lows, then time is recalculated for defining the right side of the T. The date of the market inflection point may be a price or indicator inflection date, so it is not always exactly useful. It is better to make us aware of possible market inflection points, clustered with other data. It gives us an RSI low of May, 9th 2020.
The Bradley Cycle is coupled with volatility allows start dates for campaigns or put options as insurance in portfolios for stocks. However, it is also useful for predicting market moves instead of terminal dates for discretes. Using dates which correspond to discretes, we can see how those dates correspond with changes in VIX.
Therefore, our timeline looks like:
  • 2/14/20 – yearly high ($10372 USD)
  • 3/12/20 – yearly low thus far ($3858 USD)
  • 5/9/20 – T-Theory true yearly low (BTC between 4863 and 3569)
  • 5/26/20 – hashrate difficulty halvening
  • 11/14/20 – stock market low
  • 1/15/21 – yearly low for BTC, around $8528
  • 8/19/21 – end of stock bear market
  • 11/26/21 – eighteen months from halvening, average peak from halvenings (BTC begins rising from $3000 area to above $23,312)
  • 4/23/22 – all-time high
Taken from my blog: http://aliamin.info/2020/
submitted by aibnsamin1 to Bitcoin [link] [comments]

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Protest in Turbulent Times - Cristina Flesher Fominaya, Ramon A. Feenstra(self) 4 [Book] Attorney-Client Privilege in International Arbitration(self) 1 [Article] An Alternative Ontology of Food Beyond Metaphysics by Lisa Heldke. Published in Radical Philosophy Review, Vol 15, Issue 1, 2012(self) 1 [Book] Bello, Walden 2005 Dilemmas of Domination: The Unmaking of the American Empire. Zed Books, 2005.(self) 1 [Article] Owning the PastOwning the Past Reply to Stokes(self) 1 [Article] Owning the PastOwning the Past Reply to Stokes(self) 1 [Book] McQuire, Scott. Crossing the Digital Threshold. Brisbane: Australian Key Centre for Cultural and Media Policy, Faculty of Humanities, Griffith University, 1997.(self) 3 [Book] Request: Migration and the Refugee Dissensus in Europe: Borders, Security and Austerity by Nicos Trimikliniotis.(self) 9 [Article] Masculinity in videogames: the gendered gameplay of Silent Hill(self) 1 [BOOK] 'Truth games : lies, money, and psychoanalysis' by John Forrester, Harvard University Press, 2000(self) 1 [Book] Osterloh, Jörg, und Clemens Vollnhals. NS-Prozesse Und Deutsche Öffentlichkeit: Besatzungszeit, Frühe Bundesrepublik Und DDR.(self) 2
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Dash Core Group - Desperately Seeking Bankers

Introduction
This story starts with DCG and it’s relationship with Dr. Darren Tapp of ASU (Arizona State University). But Dr. Tapp does not stand alone, for there is a loose network of friends with a shared agenda, not only to make dash a regulator-friendly project but to wilfully weaken end-user privacy by upholding a principle of transparency-first.
More than ever, society is engaged in a war on privacy. And when it comes to financial transactions, DCG has taken the position of transparency-first. In sharp contrast, many other projects in this industry are either improving end-user privacy (decred, tezos etc), or actively pursuing privacy first (monero, beam etc).
As you may know, the scaling wars of the past revolved around block size, eventually giving way to “big blocker” projects like bitcoin cash and dash. By enforcing small blocks, Blockstream successfully syphoned off miner fees to the Lightning Network and it’s own Liquid Network. I believe we may be witnessing a similar event with dash. This time it’s not a scaling issue, it’s a privacy issue; transparency-first vs privacy-first.
The Power of Inaction
As many of you know, Dr. Darren Tapp is a research professor at ASU. And you may also be aware, in July 2019, the dash treasury paid ASU 345 dash for research into zero-knowledge proofs. Here’s an excerpt from the proposal along with the relevant link:

“This proposal seeks funding to renew our annual funding commitment to ASU’s Blockchain Research Lab and specifically to fund a research project which would investigate methods to apply zero-knowledge proofs to blockchain identities. It is possible Dash could leverage this research to apply zero-knowledge proofs to identity functions within the Dash network.”
https://www.dashcentral.org/p/dash-core-group-research

To date, there has been zero feedback from this project and, so far, all requests for an update have resulted in silence, including it’s omission from the DCG quarterly call.
I am particularly concerned by a seemingly gross contradiction. The result of this research into zero-knowledge proofs was to apply to blockchain identities but not to actual payments when they hit the dash blockchain. DCG and it’s proponents argue that privacy-first negates the ability to audit the chain for inflation. But if this was true, how can anyone argue with confidence that zero-knowledge proofs would only work with blockchain identities? It is, I say, a bit disingenuous to suggest it can work one way but not the other.
A Tapp Perspective
I now want to draw your attention to a recent interview between Joel Valenzuela and Dr. Darren Tapp on 8 May 2020:
https://www.youtube.com/watch?v=Tikj0O0xphE

Here is a particularly pertinent quote from Dr. Tapp:

@ 1:06:13 DT: “Well, I’ll just tell you my use case for dash, right. You’re talking about your use case. My use case for dash is, well, I’m not going to worry about the coffee guy thinking I have a whole bunch of money because I’m going to pay with my phone and I’m only going to keep a small amount on my phone, right? So that right there, they would have trouble you know, they have to go a few steps back and then they’re not even sure if it’s mine if there’s no Private Send. Um, if I don’t use Private Send. And if, let’s say, if I did want to take some money and put it into Coinbase. Well, if I don’t use Private Send and they’re asking “where’s the money came from?” - and that’s what they’re going to do - it’s going to be a little bit easier to say, “this is where it came from”, right?. I mean, I wouldn’t lie to them, I’d tell them the same thing no matter if I used Private Send or not, but I just think I’m going to have less problems with the bank and stuff if it wasn’t so obfuscated. So yeah, I think there’s a kind of, I think there needs to be room for both on chain. There needs to be.. I mean, I’m glad you’re enjoying Private Send. I think there are some improvements that can be made to Private Send. Umm, but I mean, there were some discussion of MimbleWimble and there is, no, we do not do that. No no no. But like, I mean, if you want to bring over some improvements, maybe start reading about the Cash Fusion that’s on the Bitcoin Cash. Umm, so err and like, I believe if you read Cash Fusion, their paper, I believe we can do Private Send in a way where the masternodes doesn’t know which output corresponds to which input. So, right now we trust that the masternodes aren’t paying attention, aren’t going to, you know… they’re... yeah I mean, and they have the word trust in it, they have a vested interest in the network working so that Private Send works the way it’s supposed to work. But, you know, at the same time, if you can do some small little cryptographic thing for no real cost on your processors and stuff like that, umm, why wouldn’t you? So that’s one thing I think that can be brought in. I think Cash Fusion also might do a better job of keeping the balance separate or something like that, but err., I would definitely be in favor of improving Private Send. Umm, but also at the same time, I’m glad that I’m given a choice if I want to use it or not. And pretty much anything when I’m interacting with the banking system, which I know you’re doing a fiat-free, so you don’t need to worry about that Joel.. but when you’re interacting with the banking system, the easier it is to explain to them, the better off, the easier time they’ll give you. That’s the way it is.”

In other words, Dr. Tapp’s priority is transparency-first for the benefit of the banking system.
What I found particularly interesting was Dr. Tapp’s body language. While he was making the above statement, at 1:07:04 he says, “I wouldn’t lie to them [the bank]” and at this exact same moment he goes to touch his face and pulls back. This is a body language clue that he’s lying or somewhat anxious about saying this. This doesn’t mean he is actually lying because with body language you normally need multiple clues to be sure, but having watched it multiple times, I am personally more convinced than not that he was in fact lying or anxious.
Dr. Tapp has outright rejected MimbleWimble, which is fine because MW is just one of several privacy enhancing technologies. But given the complete lack of feedback regarding zero-knowledge proofs from ASU. And given Dr. Tapp’s stance on transparency-first for the benefit of the banking system, I am wondering if there’s more to this than just one person’s opinion on the matter.
The Yes Chain
DCG asserts that dash has fewer privacy features than bitcoin. To make this case, considerable effort has been made to educate exchanges and regulators:
https://blog.dash.org/dash-complies-with-the-financial-action-task-force-fatf-guidelines-including-the-travel-rule-a4c658efc89d

According to DCG, the benefits of a transparency-first approach are:
a) Transaction monitoring
b) Identifying and blocking transactions that utilized mixing, or are in close proximity of known bad actors or sanctioned wallet addresses.
c) Track anonymity enhanced convertible virtual currencies and wallet addresses sending more private transactions.
d) This means that the VASP can choose to identify, block, and report on all transactions sent with Dash PrivateSend and can track and report on all the components of a mixed transaction.
e) Reporting on your users’ blockchain transactions
f) Establish an automated record keeping system for suspicious activity
g) Activity reporting, customer due diligence, and currency transaction reporting.
h) Track anonymity enhanced convertible virtual currencies and wallet addresses sending more private transactions.
i) Customizable risk scoring

Clearly, the scoring / ranking of coin histories (“risk assessment”) is producing a situation where some coins are more worthy than others.
Let us also consider the recent initiative to get dash re-listed on Japanese exchanges at a cost of 428 dash: https://app.dashnexus.org/proposals/listing-dash-in-japan/overview
Coinfirm-ation
For a number of years, in pursuit of regulatory approval, DCG has been courting chain analysis companies. This started in August 2016 when Robert Wiecko (Dash COO) was invited to attend a bitcoin meetup in Warsaw where he met Pawel Kuskowski (CEO and co-founder of Coinfirm) . Here is the original proposal along with the subsequent Coinfirm interview with Amanda B Johnson:
https://www.dash.org/forum/threads/dash-on-warsaw-block-on-25-08-2016.10211/
https://www.youtube.com/watch?v=KJOhIkeK3Ho

Mr Wiecko’s original proposal failed to mention any relationship or intention to engage with chain analysis companies. Nor was it mentioned that this meetup itself was sponsored by Coinfirm. It comes with little surprise that Robert Wiecko does, in fact, have some experience working with compliance (see @ 27:05 of Amanda’s video).

“Btw, we have, both of us have a compliance background. My last job was with [inaudible] bank, before that within a banking compliance department”

Block the Blockchain
Karen Hsu has a long history with dash. Formally from BlockCypher, she helped dash with various integrations, including Payza. She is now CEO of BlockchainIntel and in April 2020, she helped to facilitate an integration with Reciprocity Trading.
https://blog.dash.org/dash-core-group-reciprocity-trading-and-blockchainintel-focus-on-transparency-in-digital-currency-7a71c8ff84ec

“As more people will be interacting online now and potentially in the future, it will be increasingly important to provide transparency so people can trust those they cannot see,”

Karen is interested in blockchain, machine learning and analytics. And in 2018 she worked with various law enforcement agencies to help track and trace five million dollars worth of dash, allegedly stolen from a retired couple:
https://medium.com/@karenhsumaif-you-have-digital-evidence-for-a-theft-whats-holding-up-justice-e7ebf99eddf0

“The thieves didn’t move the funds right away. A couple months after the initial theft, they started to move the funds to multiple wallet addresses across the world. During their hundreds of transfers, the thieves converted the Dash into other cryptocurrencies. We were able to track their every transfer, whether it was from one Dash address to another, or from a Dash address into another cryptocurrency. In the end, the thieves had transferred the stolen Dash into hundreds of different wallet addresses and exchanged the Dash for Bitcoin, Ether and Bitcoin Cash.
We collaborated with the FBI and traced the funds to an exchange in Asia. Through our connections with that exchange, law enforcement was able to obtain details of the account owner, which led to a bank account. By September 2018, three months after the theft, our tools and collaboration with law enforcement had identified a person involved in this theft. At that point, the victims, law enforcement and us at BlockchainIntel were hopeful there would be some recovery of stolen funds. But that’s when things slowed down. A lot.”

The narrative is clear; an innocent couple were victims of financial crime. Did the thief use Private Send? Was the thief dumb enough not to use Private Send? Is this the type of scenario that Dr. Tapp endorses for transparency-first when dealing with a financial institution?
In contrast, let us take a look at a story from January 2017 by NIAC (National Iranian American Council):
https://www.niacouncil.org/press_room/niac-concerned-u-s-banks-denying-financial-services-iranians-u-s/

“Over the past few years, Iranian visa-holders resident in the United States have seen their bank accounts at U.S. financial institutions shuttered as a result of U.S. sanctions. The most recent case is that of Chase Bank, where NIAC has learned that Chase is closing the bank accounts of Iranian visa-holders. NIAC is deeply concerned that U.S. banks are denying financial services to Iranians in the United States on the basis of their national origin and calls on Chase Bank and other U.S. financial institutions to cease and desist from such discriminatory policies. At the same time, NIAC believes that the repeated nature of these account closures makes it incumbent on the U.S. administration to take immediate steps to provide clarity as to the scope of existing U.S. sanctions laws — none of which bar U.S. banks from opening and maintaining accounts for Iranian visa-holders resident in the United States.”

Great! Who needs banks when Iranians can use dash! But then again, what if the recent history of your dash coins was linked to an innocent Iranian, disqualified and excluded by sanctions?
Closing
A global peer-to-peer electronic cash system needs to be cheap, fast and very easy to use. Dash’s technical ability to meet demand is very much in sight and the Velocity protocol certainly seems promising. But digital cash also requires a high degree of fungibility. The less fungibility there is, the more discretion and division it sows. The path of a coin should not unduly taint a person’s reputation.
Incremental improvements have been made to Private Send but it is today, fundamentally, the same as it was six years ago. Mixing takes a long time and the user requires knowledge to use it in a safe manner. For example, external actors proactively breaking VPN connections to reveal the underlying IP address during mixing.
A poor user experience is probably why Private Send isn’t used very much and that seems like a very convenient situation for those people actively pursuing regulatory approval. I have to wonder, has the internal workings of DCG been compromised by state level actors? Is this why key members of DCG have refused to undergo a polygraph test?
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What is Bitcoin Mining? - YouTube Digital Currency Has Real Value — Here’s Why  CNBC Severity and Priority in Software Testing  Manual Testing Tutorial How To Trade Bitcoin Cryptocurrency for Beginners - YouTube High-Deductible Health Plans, Explained - YouTube

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