BC CRYPTO
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1. IMP ANNOUNCEMENT

I want to let you know when I made the decision to launch @StrikePac & directly get into electioneering I realized I wasn't going to continue issuing "race ratings" & "forecasts" each cycle- OBV that's a conflict of interest!

The hostility & sexism of

 2. that world, I have to be honest, makes it very easy to walk away- the misogyny in the top tier of the election analysis community outside of @Center4Politics folks who are awesome & also more accurate than anyone else is intolerable. I'll still analyze politics, political
3. events, issue commentary, write articles, run the pod, go on TV, and generally succeed in ways that drive those men nuts but no, I won't be putting out ratings or "forecasts" anymore. Now, lots of people are asking me "what's going to happen in 2022?" The Midterm Effect, the
4. the long standing pattern of the president's party losing seats in the Midterm happens virtually every single cycle. I believe there are 2 recent exceptions: post-9/11 in the 2022 midterms and 1998 post-Lewinski gate. What I'm trying to do in building @StrikePac is completely
5. redesign/overhaul/modernize & reshape the way that Dems currently approach electioneering. I want to build a new organization with the funds capable of coming into cycle's like VA's 2021 cycle and the 2022 midterm cycle and start to deploy these new methodologies into the
6. the field. These new techniques include an offense attack strategy that brands the Republican Party as an extremist party trying to end democracy, one that must not be given governing power. 1 that has adopted a #PartyOfNo posture- so allegiant to an ideology of "limited gov"
7. it stood by and did nothing as a deadly pandemic washed over our country, killing us by the hundreds of thousands. I want to attack the party's brand as the party of the economy. Why? BC over the past 30 the Rep Party has murdered the American economy & taken us from a global
8. leader to a global laughingstock. Their economic performance record is SHIT and @strikepac is going to make them own it for the first time. They get walk around w a straight face say "Ds have no message for the working class" w/o ever being challenged to produce their
9. accomplishments for the same. And when they are challenged?? 🦗🦗🦗. @strikepac is going to link every single competitve R w their extremist agenda & their extremist colleagues like MTG. Its long past time that someone met the GOP's own electioneers on the field w an effective
10. counterpunch, and @StrikePac intends to be there, fighting 🔥 with 🔥.

BC if we're not there? If the Ds go into 2022 with the same messaging & electioneering approaches they brought to bear in the 2020 cycle- they lost seats under ideal fundamentals?

Yes, Ds are losing!
11. One more thing. @strikepac will be run with a high level of transparency, far beyond what the law requires. And although I am the "public face" and fundraiser for the pac, I do not control the pac's money. I took that role and gave it to @LaurieSpivak & told her the reason
12. is that it matter to me ALOT that anyone that gives money to @StrikePac knows that money, as best as we can do with it, will use it to fight the GOP. Now, this is my new job! I am getting paid a salary to do it. Well, at least I will be if it succeeds! But unlike all of the
13. rest of these pac things, I've chosen to design this one so that I have a flat salary, commensurate with my last salary at the think tank (eventually, hopefully!) that is based on my role & expertise. I am not making a cut on donations. I am not going to siphon off earning
14. from ads or make the kind of consultancy fees that I believe everyone else involved in pacs make. And the reason I'm doing these things is bc I will never give the GOP or the Nate Silvers of the world ammunition to hurt our effort to save democracy & improve the lives of the
15. lives of the millions of Americans that are depending on Democrats not to lose winnable elections. People like Silver, who are only capable of thinking about their own bottom lines, will never be able to understand someone like, who makes the opposite calculation. This info,
16. plus a whole lot more on what we're doing, how we're going to do it, and more is heading to the new website which is in progress. If you've already supported the effort- thank you! If you want to now https://t.co/dP8ZQhs68F

More from Rachel "The Doc" Bitecofer 📈🔭🍌

Rachel "The Doc" Bitecofer \U0001f4c8\U0001f52d\U0001f34c
Rachel "The Doc" Bitec...
@RachelBitecofer
1. Been excited about @JoeNBC's sustained convo today about @KBAndersen's new book Evil Geniuses: The Unmaking of America which explains how the Republican Party radicalized OVER ECONOMICS over the past 30 years. It was launched w the radical tax cuts in Reagan's presidency, but

2. as the GOP evolved through the 90s & 2000s they became dogmatic about their economic philosophy- until it became a radical litmus test/position the party followed even when conditions screamed for different policy. It was a MIRACLE the party acted to stabilize the economy at

3. at the end of 2008 when it was crashing down around us (though they just barely did & some didn't and that's bc it was before the Great Purges of 2010,2012, & 2014). America doesn't know the hit job the GOP did on the American economy as they dogmatically pursued tax cuts to

4. the exclusion of everything else while denying any policy that could grow wages or improve the economic lives of the bottom 80% aside from the 2 or 3 times Ds managed to squeeze through policy while in charge (minimum wage increase in 2007-which was the 1st time in a decade

5. and now, of course, its been another decade. It's actually a miracle wages (all wages bc when the min wage is artificially low it affects all the wages above it, that's how you end up w $10 per hr EMTs & teachers) aren't even more out of wack w inflation. As @JoeNBC points out
ECONOMY
Rachel "The Doc" Bitecofer \U0001f4c8\U0001f52d\U0001f34c
Rachel "The Doc" Bitec...
@RachelBitecofer
1. Ok, I'm liking @RepSeanMaloney

"I sure as hell didn't win 5 Xs as a gay guy in a Trump district"

Much more imp he just correctly pointed out that even liberal MSNBC gives the GOP a major assist by constantly talking about Defund the Police, socialism, & intraparty fighting

2. and @JoeNBC is right, in my "modernized moderates" plan, you have to have these candidates go on offense. Its CRAZY that @SpanbergerVA07 is defending her record as a moderate when she's running against an ideologue in Nick Freitas.

If you ask the wrong questions & ask them

3. the wrong way, the evidence & data will screw you. Such as it did in 2020 because there is no reality in which Dem congressional/senate candidates were well-served by pulling out all their registration and in-person voter contact while the GOP was doing it. It was a bold

4. decision that someone, looking at the weak or inconsistent findings of research on effects of GOTV and esp the diff between in-person and "remote" forms and decided "you know, there is likely no diff from in-person and remote & in fact, remote you can contact WAY more people."

5. And the fact is, maybe this is right. Maybe the Ds total bomb on the congressional map has nothing to do with the decision to suspend the field programs of the House & Senate campaigns. Maybe. I'll be interested in the analysis when the voter file is updated I'll be looking at
TRUMP
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Rachel "The Doc" Bitecofer \U0001f4c8\U0001f52d\U0001f34c
Rachel "The Doc" Bitec...
@RachelBitecofer
1. You also have to give them a landing. It's tempting, I know, to take the pent up rage out on the only ones who respond to you (like @ProjectLincoln!) or Never Trumpers like @RadioFreeTom or @BillKristol bc they were "guilty" in the past or "waited too long" like @WalshFreedom


2. but at each of the big inflection moments where Trump lost support I've begged non-Rs to consider the fact that if Trump supporters see that they have nowhere to go, they will stay w the only people that DO accept them, & the price might actually be the collapse of democracy

3. which, until Weds, some people thought I was being hyperbolic about. I WASN'T! When the MAINSTREAM of a major political party divorces themselves from democratic norms & values & its supporters turn to a fictionalized world to justify their political party's actions, your

4. country's stability is at risk & one by-product of poor messaging on the Dem side is that extremism on the Right was able to not only take root in the Rep Party, it was able to take OVER the R party & become the party's mainstream- pinnacled w the presidential win via the EC

5. of Donald Trump, w/o the GOP paying any electoral price for their extremism. A healthy Rep Party might have found the courage to reject Trump's nomination & accept the short term costs that would have come w refusing to endorse his 2016 candidacy. But the Rep Party of 2016
CRYPTO
Rachel "The Doc" Bitecofer \U0001f4c8\U0001f52d\U0001f34c
Rachel "The Doc" Bitec...
@RachelBitecofer
1. "They're leaving! They're leaving!"" yell seditionist as they watch House members fleeing the floor through the glass doors the only thing (+ some under-armed officers + office furniture" that protected our elected REPs (same ballot as Trump, each & everyone

@McConnellPress

2. of them felt so inclined towards martyrdom and/or possessed the weapons (Jesus, what if they'd has a grenade & guess what, in America, yes, you can come up w functional equivalents of that bc barring people from them is a betrayal of freedom so great we must simply acquiesce

3. their eventual death tolls. One functional "freedom grenade" down that hallway, tossed w ease through a hole in the glass door, could have easily hit anyone fleeing.Unless it was Mo Brooks, MTG, or one of their well-known crazy boosters, here's a thing @LeaderMcConnell ought

4. to reflect upon as he makes his CRITCAL pivot decision, which he could rally 17 people & start a fight for control of the party that rest of the country will help him with,EVEN AFTER ALL THE SHIT HE'S DONE TO PEOPLE, YES, THE REST OF THE COUNTRY WOULD HELP HIM IF HE WAS TO

5. RALLY 17 SENATORS FOR IMPEACHMENT, he'd find his whole 🌎awakened. And Mitch, as far as I understand it, you could do it anonymously!! How much would THAT fuck w them?? How great would it be, for the 1st time in 5 yrs, to be the one w power- you LOVE power! Think of the FUN!
POLITICS
Rachel "The Doc" Bitecofer \U0001f4c8\U0001f52d\U0001f34c
Rachel "The Doc" Bitec...
@RachelBitecofer
1. The hot take that "D's need to learn to talk to the other side of the electorate" is absolutely the WRONG take.

I mean my god. Biden, Lincoln, the outside groups: they threw the best persuasion messaging in the history of persuasion campaigns at them.

What Ds need to do is
POLITICS

More from Crypto

Algostorm \u26a1 2/7/2021 6 pm EST ALGOWORLD USA
Algostorm ⚡ 2/7/2021 6...
@AW_USA
Unlike #ETH and #BTC $ Algo uses delegated proof of stake (DPOS) #AlgorandandFriends


Under the DPOS mechanism, the community will empower a number of users the delegates to choose the next block. This is a mechanism that is used by blockchains such as EOS etc. $Algo

There is a fixed number of delegates & these delegates can be viewed as having centralized control. In the adipose blockchain, the delegates may own a tiny fraction of the total money in the system. Yet, the whole blockchain is secure. $Algo

The Algorand consensus mechanism is called pure proof of stake. And it operates on this simple principle. It makes cheating by a minority of the money impossible and cheating by the majority stupid. $Algo

$Algo developed a mechanism so that those with small stakes cannot cheat, those that have a large stake in the network won’t cheat. It will completely devalue their holdings & make no economic sense. As long as 2/3 of the majority are honest, the protocol will work just fine. $
CRYPTO
Alex Kr\xfcger
Alex Krüger
@krugermacro
Options used to be close to irrelevant for bitcoin's price.

Until now.

At current price levels, hedging large option notionals has a major impact on price.

Here's a quick thread on options 👇

Let's start with the meaning of delta.

Delta is the rate of change of an option's price relative to a change in the price of its underlying.

For example, the price of a 50 delta option will move 50% as much as the underlying.

For practical purposes, think of it as how much of the underlying you have:

- if long 50 delta call on 1 BTC => long 0.5 BTC
- if long 50 delta put on 1 BTC => short 0.5 BTC
- if short 50 delta call on 1 BTC => short 0.5 BTC
- if short 50 delta put on 1 BTC => long 0.5 BTC

An option where the option's strike (i.e. exercise price) is equal to current spot price is known as an at-the-money option (ATM). ATM options have a delta of 50, while deep in the money options have a delta of close to 100.

Can also think of delta as probability. A 50 delta option has a 50% chance of expiring in the money.

For a call, the higher price goes => the more in the money the call => the higher the delta.

Once delta gets close to 100, odds are ~100% the option will expire in the money.
CRYPTO , CRYPTO TRADING
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Sahil Bloom
Sahil Bloom
@SahilBloom
Lindy Effect 101

With Bitcoin's return to the spotlight, debates on its long-term viability are raging. Its proponents contend @nntaleb's Lindy Effect says the technology is here to stay.

But what is the "Lindy Effect" and how does it work?

Here's Lindy Effect 101!

👇👇👇


1/ First, a few definitions.

The Lindy Effect is a theory that the future life expectancy of specific non-perishable items, like a technology or idea, is proportional to their age.

Put simply, the longer it has already lasted, the higher the likelihood it will continue to last.

2/ The term "Lindy effect" is a reference to Lindy's, a New York deli frequented by comedians in the 1960s.

While author Albert Goldman used the term "Lindy's Law" in a 1964 article, it was mathematician Benoit Mandlebrot who moved the dialogue towards the current definition.


3/ In his book, entitled The Fractal Geometry of Nature, Mandlebrot commented that the more stage appearances a Lindy's comedian made, the more future appearances he could be predicted to make.

The longer he lasted, the longer he would continue to last.

4/ @nntaleb built upon Mandelbrot's work, formally coining the term "Lindy Effect" in his book, Antifragile.

He noted the Lindy Effect with books - the longer a book has been in print, the longer it is likely to survive.

With no natural upper bound, power laws come into play.
CRYPTO
American Hacker
American Hacker
@AmericanHacker
Story time. There will be a couple crypto wallet addresses at the end of this one.

You follow this account, you know that I straddle the terminator - one foot in light, one in shadow. Good-ish bad guys, bad-ish good guys, I've never belonged anywhere else.

Right before the election, I was shown some things. How it started, it was worth following. Caution was indicated. *extreme* caution.


Given the starting context, the amount of time, the volume of information, the veracity of the parts I can check without triggering suspicion ... it's real and I think there'd be some advantage to getting it all.

This is going to require some bare metal in a facility outside the U.S.

This is something that will stay up, maybe clear till the midterm election.

And it needs a significant amount of disk space, for unpacking and sorting and such.
CRYPTO
Prateek Singh
Prateek Singh
@PrateekLearnapp
We should be proud about @0xPolygon. But don't invest if you don't understand what they do just like any other asset class.
CRYPTO

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Ferruccio Balestreri \U0001f308
Ferruccio Balestreri 🌈...
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🕵️‍♂️ How Google's PageRank algorithm works

The PageRank algorithm gives each page a rating of its
importance, which is a recursively defined measure of importance, based on if important pages link to it.
It's recursive because the importance of a page refers back to the importance of other pages that link to it

Here's how it works in practice:
1⃣ We start with some pages and crawl them for links


2⃣ Each page has 1/N points (where N as the total number of pages)


3⃣ Add points to each page for the amount of links to it, divided by the number
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Roger Grosse
Roger Grosse
@RogerGrosse
Important paper from Google on large batch optimization. They do impressively careful experiments measuring # iterations needed to achieve target validation error at various batch sizes. The main "surprise" is the lack of surprises. [thread]

https://t.co/7QIx5CFdfJ


The paper is a good example of lots of elements of good experimental design. They validate their metric by showing lots of variants give consistent results. They tune hyperparamters separately for each condition, check that optimum isn't at the endpoints, and measure sensitivity.

They have separate experiments where the hold fixed # iterations and # epochs, which (as they explain) measure very different things. They avoid confounds, such as batch norm's artificial dependence between batch size and regularization strength.

When the experiments are done carefully enough, the results are remarkably consistent between different datasets and architectures. Qualitatively, MNIST behaves just like ImageNet.

Importantly, they don't find any evidence for a "sharp/flat optima" effect whereby better optimization leads to worse final results. They have a good discussion of experimental artifacts/confounds in past papers where such effects were reported.
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Anu Satheesh \U0001f1ee\U0001f1f3
Anu Satheesh 🇮🇳...
@AnuSatheesh5
Velimalai Kumaraswamy Kshetram
Kumarakovil, #Kanyakumari
#Tamilnadutemples 🚩

Velimalai Kumaraswamy Temple is a Murugan temple located in Kanyakumari District of Tamilnadu.

Muruga faces east and is said to be facing Sthanumalayan (Paramashiva) of Suchindram. Muruga is of


eight feet vigraham and Valli thayar is six feet tall. Eventhough Thiruthani is believed to be the place where Subrahmanya married Valli, it is also believed that Valli’s thayar's marriage took place with Murugan here.

There is a Kalyana Vinayakar sannidhi
who helped Muruga's


marriage with Valli. Kumarakovil is also known as Kumara Kshetram and Subrahmanya Sthala. The Tamil epic Chilapathikaram refers to the temple as Chera Nattu Aeragam

Wedding of Valli and Murugan is celebrated here in the Tamil month of Panguni (March-April).

Om Muruga
🙏🕉🙏
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Will Buxton
Will Buxton
@wbuxtonofficial
The Haas / Force India argument is fascinating, and the decision of the stewards may still have consequences. The first key finding is that the stewards ruled Racing Point Force India to be a valid constructor. That means that it builds its own cars.

Haas had argued that the cars had been designed by Force India, but as Haas knows only too well, "outsourcing" is legal. The stewards decided that "there is no regulatory support for the argument that Outsourcing of Listed Parts cannot come from a former or excluded team."

In determining this, the stewards also came to the following conclusion: "In relation to the submission by the Racing Point Force India F1 Team that it is not a new team, the Stewards decide that the Racing Point Force India F1 Team is indeed a new team."

This will have a big knock on effect for Haas in its continued arguments over the rights of RPFI as relates to its eligibility and rights under the complex payments structure. Haas has argued all along that RPFI should be treated as a new team and tread the same path that it did.

TLDR? Haas lost the fight but may have won the war. In having its argument that Racing Point hadn't designed their own car thrown out, they gained clarification that RPFI was a new team.
SPORT
Eileen May
Eileen May
@suleskerry
Joanna Cherry:"Alex Salmond secured a concession that nothing in Scotland Act would preclude the people of Scotland from subsequently choosing an independent future. This is recorded in Hansard during second reading of Referendums (Scotland & Wales) Bill, May 21, 1997."

Donald Dewar said: “I should be the last to challenge the sovereignty of the people, or deny them the right to opt for any solution to the constitutional question they wished. For example, if they want to go for independence, I see no reason why they should not do so." JC

"In same debate Alex Salmond went on to emphasise that “… the Claim of Right referred to sovereign right of the Scottish people to determine a form of Govt best suited to their needs. It did not suggest sovereignty resides with English Members of Parliament." Joanna Cherry

Joanna Cherry: "Donald Dewar articulated the democratic norm later enshrined in the Edinburgh Agreement. His concession laid the foundation for the 2014 referendum in recognising the rights of Scots to choose whether to remain part of our voluntary union with England."

"I am wholly in agreement with view that we must find a legal & constitutional way to demonstrate that public opinion in Scotland has changed since 2014 referendum, in order for our independence to be internationally recognised & therefore meaningful." Joanna Cherry
SOCIETY


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