has anyone covering the Wall Street GME reaping and sowing gone into the fact that a lot of the GameStop and directly associated trades have been largely amplified by social listening powered mega firms doing machine learning automated trades because the “idea” of GME is popular?

like I thought this was a thing investor people & press just knew & instead it’s all just focused on the message of redditors clowning short sellers and not “the computers saw the infinite monkeys on infinite typewriters and decided That Would Be A Cool Thing To Emulate” for $$$
for those new: finance social listening is a marketing “science” that involves advanced web & social network data collectors scraping everything for nuance on companies, purchasing behavior & language, investor & finance sentiment, etc & using it to make billions of trades for $$
Musk & his core investor clique is notorious for doing this as are some other big hedge firms & finance firms - you take the raw off Bloomberg Terminal, Superdata, public social networks and headlines etc etc, machine learning the fuck out of it, collect money. A hype machine.
This has been going on for about 8 years but only got popular & competitive in the past 2, when firms realized the machines could do a better job with these data flows in setting up short term shorts & holds vs people - & they could also “game” media to effect other hype machines
It’s relatively harmless &unregulated because not many people talked about it, but there are plenty of cases of the hype machines “misfiring”. Best example is when like Kodak or a Pretzel company announced blockchain in press release - the machines saw it and bought/sold hard lol
reason I bring it up is looking at where the volume flows came from yesterday, while retail aka “Reddit” traders were a good deal of the volume, the real bears were said hype machine platforms making massive buys - and selling not-related positions to make the capital to do so
& the reason I bring THAT up is right now there are a LOT of private firms that are normally super secretive now with a fucking TON of GameStop and Blockbuster stock their computers bought because everyone else talked about it, & now their human masters are realizing the exposure
tldr: Reddit didn’t just fuck up hedge firms, they also mega fucked up a bunch of private capital & equity firms because their machine trained computers on social media and press saw this horseshit & decided to copy it on a rationale entirely different than Reddit

chaos reigns
disclosure: I freelance as a games marketing/tech analyst/market engineer who specializes in social listening (aka collecting public data in aggregate and understanding it) to determine courses of action for investors & publishers to release games

watching this week is HILARIOUS

More from Economy

$600/wk Unemployment Insurance cannot deliver the benefits of a $600/wk Job Guarantee. From the outset, I should say JG is not a replacement for UI, no matter what you may have heard. I’ll get to this later, but read this long 🧶 w/ that in mind.


Automatic stabilization: Both $600/wk UI and JG will provide counter cyclical spending. But UI will be weaker. Counter-cyclical stabilization is not just about the absence of income. It is also about the transmission and structure of economy

Firms don't like to hire the unemployed. Mass and long-term unemployment make the problem worse. JG would recover labor markets much faster than a UI of the same amount, both b/c of the higher direct, induced & tertiary employment effects & b/c of private firm hiring preferences.

JG stabilizes spending patterns better. Uncertain job prospects may mean more cautious spending from the unemployed compared to those w/ guaranteed jobs.
UI is temporary, which makes matters worse. Even if it were permanent, it still won't resolve the problem of job scarcity.

Nations who once achieved tight full employment through active labor market policies demonstrate that unemployment does NOT fluctuate the same way it does w/o them. Direct employment, ELR type policies diminish drastically/even eliminate these amplitudes (eg postwar Japan/Sweden)
1/ Trend Factor: Any Economic Gains from Using Information over Investment Horizons? (Han, Zhou, Zhu)

"A trend factor using multiple time lengths outperforms ST reversal, momentum, and LT reversal, which are based on the three price trends separately."

https://t.co/udkvsdw2Lz


2/ This resembles combining multiple measures of ST reversal, momentum, and LT reversal (forecasts determined by walking forward rather than using signs from the full sample).

Unlike normal moving average signals, these are *cross-sectional.* More below:
https://t.co/wkIFLg9jtK


3/ Unsurprisingly, the Trend factor formed by this approach outperforms benchmarks in terms of both Sharpe ratio and tail metrics. It's combining momentum with two factors that are negatively correlated to it AND using multiple specifications.

More here:
https://t.co/x8Tloz3iyL


4/ "Average return and volatility of the trend factor are both higher in recession periods. However, the Sharpe ratio is virtually the same.

"Interestingly, all of the factors still have positive average returns.

"Momentum experiences the greatest increase in volatility."


5/ "In terms of maximum drawdown and the Calmar ratio, the trend factor performs the best.

"The trend factor is correlated with the short-term reversal factor (35%), long-term reversal factor (14%), and the market (20%) but is virtually uncorrelated with the momentum factor."
Let's discuss how little you actually understand about economics and energy.

The first thing to understand is that energy is not globally fungible. Electricity decays as it leaves its point of origin; it’s expensive to transport. There is a huge excess (hydro) in many areas.


In other words, it can also be variable. It's estimated that in Sichuan there is twice as much electricity produced as is needed during the rainy season. Indeed, there is seasonality to how Bitcoin mining works. You can see here:

Bitcoin EXPORTS energy in this scenario. Fun fact, most industrial nations would steer this excess capacity towards refining aluminum by melting bauxite ore, which is very energy intensive.

You wouldn't argue that we are producing *too much* electricity from renewables, right?

"But what about the carbon footprint! ITS HUGE!"

Many previous estimates have quite faulty methods and don't take into account the actual energy sources. Is it fair to put a GHG equivalent on hydro or solar power? That would seem a bit disingenuous, no?

Well that's exactly what some have done.

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