The SEC is investigating Wall Street’s role in the collapse of a $30 billion AI hedge fund. The fund, Situational Awareness, leveraged hundreds of billions of dollars to chase a concentrated bet on AI stocks and bitcoin miners. Now, the SEC wants to know if the banks—Bank of America, Citigroup, Goldman Sachs, and JPMorgan—were complicit in the disaster. But here’s the kicker: the entire fiasco is a textbook case of why centralized finance needs a transparency reset. As a DeFi governance architect, I’ve spent years staring at the gaps in these systems. Audit complete. The soul remains—the soul of the market, bruised but breathing. Let’s dig into the wreckage.
Context: The Frankenstein of Leverage and AI Hype
Situational Awareness wasn’t your typical hedge fund. Founded by a 24-year-old former OpenAI researcher, it rode the AI narrative into a $30 billion asset base, fueled by borrowed money from the four largest Wall Street banks. The fund’s strategy was simple: borrow cheap, buy AI stocks and bitcoin mining equities, and hope the narrative outruns the margin calls. By mid-2025, it had borrowed hundreds of billions, with a concentrated portfolio that included Core Scientific, Riot, and IREN—mining companies that are themselves leveraged to the hilt. The banks, acting as prime brokers, cleared trades and extended credit, seemingly oblivious to the risk.
Then the music stopped. A combination of rising interest rates, a bitcoin price correction, and a regulatory crackdown on AI narratives triggered a cascade of margin calls. The fund lost 67% of its value in weeks. The SEC, smelling blood, issued subpoenas to the banks, demanding trading data and loan communications. The investigation is preliminary, but it’s already revealing a deeper rot: the banks had no real-time visibility into the fund’s leverage, and the fund had no obligation to disclose it in a way that investors could understand.
Core: The Transparency Gap That Killed the Fund
Let’s talk about the mechanics of leverage. In traditional finance, when a hedge fund borrows from a prime broker, the bank assesses the fund’s collateral and extends credit based on a margin requirement. But the assessment is opaque. The bank doesn’t see the fund’s full portfolio across all counterparties—it only sees its own exposure. The fund, meanwhile, can hide its total leverage by using multiple banks and off-balance-sheet vehicles. This is exactly what Situational Awareness did. The banks thought they were lending against diversified assets, but the fund was essentially double-, triple-, and quadruple-counting the same collateral.
In DeFi, this would be impossible. On-chain lending protocols like Aave or Compound operate on a transparent, immutable ledger. Every loan, every collateral position, every liquidation threshold is visible to all participants. If a user tries to borrow against the same asset across multiple protocols, the system can track it via on-chain analytics. The concept of “cross-protocol leverage” is still a challenge, but at least the data is there for anyone to audit. The Situational Awareness collapse is a direct result of the opacity that decentralized systems were designed to solve.
Take the fund’s bitcoin miner holdings. They accounted for a quarter of the portfolio. Miners are themselves highly leveraged, with debt-to-equity ratios that can exceed 70%. When bitcoin drops, miners get squeezed, their stock prices fall, and the fund’s collateral evaporates. In a centralized setup, the banks only saw the stock price—they didn’t know the fund was also exposed to the same miners through derivatives and OTC swaps. On-chain, you could trace the ownership of miner tokens, track the fund’s wallet interactions, and even see the smart contracts it was using to borrow. The data would be screaming “danger” long before the margin calls hit.
But here’s where it gets personal. The fund’s founder, Aschenbrenner, was a former OpenAI researcher. He understood AI, but he didn’t understand risk management. He built a portfolio that was essentially a bet on a single narrative: AI will transform everything, and therefore AI stocks and bitcoin miners (which fuel AI compute) are correlated. That’s not investing—it’s gambling. And the banks, rather than acting as prudent gatekeepers, facilitated the gamble because they were making money on the fees and the interest. This is the classic “tail risk” problem: everyone knows the risk is there, but no one acts until it’s too late.
Contrarian: Would Blockchain Really Have Saved Them?
Now, let me play devil’s advocate for a moment. Even if the fund had been built on-chain, would it have prevented the collapse? Not necessarily. On-chain transparency is a double-edged sword. If the fund’s positions were fully visible, the market could have front-run the liquidation, causing a faster death spiral. We saw this with the Terra/LUNA collapse in 2022—on-chain data revealed the fragility, but it also accelerated the panic.
Moreover, the banks’ role would still be problematic. In a decentralized system, the lenders would be smart contracts, not banks. But those contracts would still need oracles to price assets and trigger liquidations. If the oracle feeds are slow or manipulable, the same risk exists. Chainlink, for example, has been criticized for its centralized node operators. I’ve written about this: Oracle feed latency is DeFi’s Achilles’ heel. If the AI fund had been using a DeFi lending protocol with a slow oracle, the liquidation could have been delayed, causing even larger losses.
And then there’s the human element. Even with perfect transparency, people ignore risk. The banks in this case had access to the fund’s filings and trading data—they chose not to look. The SEC’s investigation is asking whether the banks “knew or should have known” about the risk. But in a decentralized world, the code is the law. If the code allows a certain level of leverage, and the user leverages to that level, the protocol doesn’t have a choice—it’s automatic. That lack of discretion can be a feature, but it can also be a bug. The Situational Awareness case shows that sometimes you need a human to say “no.”
Takeaway: The Future of Finance Is Hybrid, Not Purely Decentralized
So what’s the lesson? The collapse of this $30 billion AI fund is a painful reminder that centralized opacity is a systemic risk. But it’s also a warning that decentralization alone isn’t a panacea. The market needs a hybrid model: transparent, on-chain settlement for collateral and leverage, but with human oversight for risk governance. The banks could have used a blockchain-based back-office to track the fund’s total exposure across all counterparties. The fund could have used a DAO-like structure where investors could see the risk in real time and vote on leverage limits.
Instead, we got a crash, an SEC investigation, and a bunch of lawyers getting rich. The soul remains—the soul of a market that needs to learn from its mistakes. Over the next 12 months, I expect the SEC to issue guidelines for AI-themed funds, and banks will start demanding on-chain proof of collateral. The question is: will they adopt the technology, or will they just paper over the cracks? As an archaeologist of the abstract, I’m digging for the truth. The truth is, we’ve seen this movie before. It ends with either regulation or innovation. Let’s hope for the latter.