Doug Colkitt Profile picture
Nov 11, 2022 23 tweets 4 min read Read on X
1/ Very rough and speculative sketch of what I increasingly think happened at FTX as more info comes out…

The central question is where did the money go? Yes malfeasance and fraud is necessary, but at one point in the cycle cash actually has to go out the door
2/ At 3AC we knew it went to losses on leveraged long positions. At Lehman it went to bad mortgages. At Enron it went to boondoggle mega projects.

Some FTX money obviously went to seed rounds in bad or illiquid projects. But AFAICT nowhere near enough to explain the hole.
3/ Let’s rewind to 2017/18. Alameda the prop firm is a big fish in a little pond. They’re mediocre traders (there’s a video of SBF bragging about how their quoter latency is down to something like two seconds). But crypto is still a weird asset class that most won’t touch
4/ But inefficient markets rarely stay that way. As more actual pros enter the space their alphas are starting to decay to zero.

It happens. It’s a self-contained process. You size down and eventually shut off. You don’t lose (much) money, you just stop making money and move on
5/ I think at this point Alameda hatches a much more audacious exit plan. (Linear utility is a hell of a drug.)

The prop trading operation as an independent entity won’t survive. But it’s liquidity can be used to bootstrap a lucrative consumer facing crypto exchange
6/ The conviction is probably reinforced by rising tech valuations of and the falling multiples on trading firms around 2019.

Alameda will continue as a market maker, but instead move liquidity to its own exchange. Why make another CEX owner rich on the back of your trading?
7/ Sam has now turned a -EV trading strategy into an exchange valued at tens of billions based off growth metrics being basically generated by Alameda itself. Riding off nosebleed valuations and VC demand for crypto tech exposure.
8/ At this point, nothing here is terrible. Plenty of businesses run a loss leader type strategy to generate growth.

Where I believe this goes off the rails is that Alameda’s strats become a lot more -EV harder or faster than they anticipated.
9/ Instead of losing a little money trading every day, they’re losing a lot. But unlike an independent prop firm that would just turn off the quoter, they can’t get off the bus.

FTX valuations are dependent on Alameda liquidity. And Alameda liquidity is burning money.
10/ Supporting. Price discovery was almost entirely dominated by Binance, implying FTX liquidity was getting picked off left and right.

Two, trading firms made a killing in 2021, implying someone was on the other side.
11/ Three, trading firms seem to be disproportionately exposed to FTX losses. Implying that a lot of those halcyon trading firm profits were occurring at that venue.
12/ Alameda made the mistake of assuming it was operating in a random environment when it in an adversarial ones

But the market is filled with sharks The more you expose money losing behavior in size, the more the market will adapt to exploit you, despite what your sims say
13/ I think most of the Solana sphere was basically Alameda’s DeFi version of the same strategy. And why they were funding every Solana project that came along like drunken sailors.

Flood -EV liquidity and trading across the chain to pump your massive SOL alloc
14/ At one point or another Alameda lost more than it could internally fund. At that point it had to dip into FTX reserves.

This probably seemed innocuous at first. After all SBF, on paper was worth near $100bn between FTX and Solana at peak market cap. What’s a few million USD
15/ But crossing this rubicon was the point of no return. If Alameda ever stopped running the quoter, FTX liquidity would collapse, people would pull reserves (if not just because the easy alpha would disappear).

No matter how much Alameda loses, FTX has to keep supplying it
16/ Imagine a casino where all the games were +EV, except the house doesn’t actually have money to cash out the chips. Nobody would notice because instead of cashing out, they’d just keep pouring bee funds into the money machine.

FTX was a ponzi targeting trading firms
17/ Crypto trading firms had the illusion they were skilled. Instead all they were doing was winning against the Washington Generals.

All of it stops working if Alameda ever turns off the quoter and donating money to the market everyday
18/ I believe that’s where “the money went”. Mid-tier trading firms who struggled everywhere else but found FTX highly profitable

They made huge profits, but ironically many have lost even more because it seemed like a money machine, so why not pour even more capital in
19/ This coincides with a personal observation that a lot of crypto trading firms that were successful in 2021 seemed like larps that barely knew what they were doing.

This made sense in 2017 when it was crypto natives only. Big fish little pond.
20/ But how can all these crypto native firms make money now that we know the most sophisticated and skilled TradFi HFT firms are in the game?

The answer seems to be that Alameda was a giant money faucet.
21/ A ponzi works best you trick the marks into thinking the profits are because of how smart they are.

Very few people will ever stop and think “wait, there’s no way I’m smart enough to be making this much money”
22 (Addendum). Many smart people have pointed out that it’s not just the liquidity but probably pay also the liquidations which Alameda had to handle to keep FTX alive.
23/ Normally liqs are easily profitable layups. But if you have mediocre trading systems, a big liquidation with a lot of toxic one way flow in a fast market is bad

Seems likely that Luna pushed them over the edge, not because of prior exposure but just the FTX liquidations

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More from @0xdoug

Nov 23, 2023
1/ Finished a preliminary deep dive into the Kyber exploit, and think I now have a pretty good understanding of what happened.

This is easily the most complex and carefully engineered smart contract exploit I've ever seen...
2/ First thing to note is this exploit is specific to Kyber's implementation of concentrated liquidity

There's no reason to believe that other reputable concentrated liquidity dexes, like Ambient or Uniswap, are at risk from this exploit. (Though Kyber forks obviously are)
3/ We'll look at the first pool the attacker drained on Ethereum, ETH/wstETH. Though all of the other pools followed a similar strategy.

The attack on this pool can be found in this transaction:

etherscan.io/tx/0x09a3a12d5…
Read 30 tweets
Apr 6, 2023
1/ How to lie with statistics advanced edition...

This meta-study claims to overturn the long established pattern that moderate drinkers have lower mortality than abstainers. After adjusting for confounders there was "no significant reduction in mortality". Very misleading... ImageImage
2/ At the bottom of the chart, you see moderate drinkers have a 0.86 RR (i.e. 13% lower mortality). The 95% confidence interval is 0.83-0.88. This is extremely significant

This study then throws in a kitchen sink of confounder variables. Everything from BMI to publication year
3/ If you look at the top of the chart, after all those adjustments are made, moderate drinkers do look not quite as healthy as before. The RR moves about closer to one at 0.93 (i.e. 7% lower mortality)

However even after all that, moderate drinkers *still* look healthier
Read 11 tweets
Mar 7, 2023
1/ A thing I keep hearing more and more is that RFQs are always better for swappers. This is wrong

We can all agree that the RFQ provider has a free option. The value of that option comes at the expense of someone. Most people think it comes entirely from the passive LPs. Not so
2/ The simple mechanics behind pre-chain RFQs is that the RFQ provider is given "first look" at the swap intention. The RFQ provider is given the option to fill at a better price than the indicative on-chain AMM price. If the RFQ provider passes the swap is routed to the AMM.
3/ Surely this must be better from the swapper's perspective. The swapper can only get price improvement, and the worse case is just the base case (swap against the AMM), without the RFQ. Right?

Wrong. The key distinction is between indicative AMM price and true arrival price
Read 16 tweets
Jan 20, 2023
1/ “Yes, it probably does need a token…”

Recently it’s become fashionable in crypto circles to be critical of that app-layer governance tokens. Builders are encouraged to build public good and carefully think twice whether adding a token is really necessary

This is psyops…
2/ At best the notion is misguided. At worse, it’s proffered by L1 bag holders, cynically trying to retain all value accrual at the chain layer, leaving the app layer out in the cold

Regardless it’s near impossible to build sustainably decentralized apps without a token
3/ Anything beyond the simplest protocol is going to require some level of governance that can’t be reduced to an autonomous algorithm.

For example lending protocols have to constantly and intelligently update collateralization parameters as market conditions shift.
Read 10 tweets
Nov 17, 2022
1/ There's a lot of debate and speculation on crypto Twitter about how Alameda managed to lose so much money. But this may give a false impression of ambiguity in other aspects

There's one thing that's unambiguously and indisputably true. SBF and Alameda committed fraud. Period.
2/ For anyone who's been close to the chaos, this will seem so obviously true that it may seem laughable that I even have to make a thread to drive the point home. Not a single credible voice in the industry would tell that this wasn't naked, malicious and criminal fraud
3/ But Sam is engaging in a coordinated attempt to whitewash his crimes by painting a picture. It's a picture that many in the finance industry will quickly pattern match to. A picture of a stereotypical over-leveraged over-confident hedge fund where risk gets out of control Image
Read 27 tweets
Oct 14, 2022
1/ IMO settling with the Mango exploiter was the correct move. It's very unlikely the exploiter would have been criminally prosecuted, even if they were doxxed.

To understand why, it's important to distinguish "computer fraud" from "securities fraud".
2/ The vast majority of hackers (crypto or otherwise) are prosecuted under the Computer Fraud and Abuse Act. Computer fraud is very easy to prosecute, and US Attorneys are very comfortable bringing cases, having a clear template for prosecution.
3/ But... computer fraud requires some type of "breach" or "unauthorized access" to a computer system

SCOTUS clarified in Van Buren that simply using the authorized part in an unauthorized way is insufficient. You have to explicitly touch a part of the system that is off-limits
Read 10 tweets

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