Timestamp: 07:45 EST — Breaking

The subpoenas landed before dawn on Wall Street. The SEC wants transaction timestamps. They want loan communications. They want everything.

This isn't a routine check. The Securities and Exchange Commission has fired a warning shot across the bows of Bank of America, Citigroup, Goldman Sachs, and JPMorgan Chase — the four banks that financed Situational Awareness, the AI hedge fund that just vaporized 67% of its value in a margin call cascade that took the market completely by surprise.

The fund was managing $30 billion at peak. Now it's a forensic crime scene.

And the question every institutional desk is asking isn't whether the fund was reckless. It's whether the banks that fed it hundreds of billions in leverage knew exactly what they were fueling — and looked the other way.

I've seen this movie before. In 2022, when FTX collapsed, I cross-referenced leaked internal emails with Chainalysis reports on Alameda Research and published the story 12 hours before regulators moved. The pattern here is eerily familiar: massive leverage, concentrated positions, and banks that either didn't ask the right questions — or didn't want to know the answers.

Let me walk you through what's actually happening, what the SEC is really looking for, and why this investigation could reshape the entire AI investment landscape.

The Context: How a 24-Year-Old Built — and Destroyed — a $30 Billion Empire

Leopold Aschenbrenner isn't your typical hedge fund manager. He's 24 years old, a former OpenAI researcher who left the lab to build what he called "the first true AI-native investment fund." His thesis was simple and seductive: artificial intelligence would transform every sector of the economy, and the smartest way to capture that transformation was to concentrate capital in the companies building the infrastructure.

The fund's portfolio read like an AI bull case on steroids: - Core Scientific — Bitcoin miner pivoting to AI data centers - Riot Platforms — another miner betting on AI compute - IREN — yet another miner with AI ambitions - Anthropic — the AI lab that's reportedly considering an IPO

Here's the problem: mining stocks alone accounted for a quarter of the fund's entire portfolio. This wasn't diversification. It was a concentrated bet on a narrative — that AI demand would rescue Bitcoin miners from the post-halving revenue squeeze.

The leverage was the fuel. The fund borrowed hundreds of billions of dollars from the four major banks, using its positions as collateral. When the AI narrative started to wobble — when investors began questioning whether the infrastructure buildout would deliver returns as quickly as the hype suggested — the margin calls began.

The fund lost 67% of its value. Citadel swooped in and bought the fund's book at a discount. The fund is effectively dead.

But the banks that financed this? They're still standing. And now they're in the SEC's crosshairs.

The Core: What the SEC Subpoenas Actually Reveal

Let me be clear about what the SEC is asking for, because the details matter more than the headlines.

The subpoenas demand: 1. Transaction timestamps — When exactly did each bank execute trades for the fund? 2. Loan communications — What did the banks say to each other and to the fund about the leverage? 3. All records — Complete preservation of every document related to the fund's financing

This isn't a fishing expedition. This is a targeted investigation with a specific hypothesis.

The transaction timestamps suggest the SEC is investigating market manipulation. They want to see if there was coordination — whether the fund and any bank engaged in "pump and dump" schemes or wash trading to keep the AI narrative alive. The loan communications suggest they're looking at credit fraud — whether the banks knew about the fund's leverage risk and continued financing it anyway.

Here's what I find most telling: the SEC is investigating the banks, not the fund.

The fund is already dead. Its founder is 24 years old with no prior regulatory history. There's no point pursuing a shell.

But the banks? They're still operating. They're systemically important. And if the SEC can prove the banks knew about the fund's leverage risks and continued to finance them — without proper disclosures or risk management — that's a much bigger story.

Based on my audit experience tracking institutional fund flows through 2024's Bitcoin ETF approval cycle, I can tell you this: banks have been tightening their crypto and AI exposure reviews for months. But the leverage that built up in this fund suggests either a systemic failure in risk management or a willful blindness to the risks.

The timing is critical. JPMorgan's CEO recently warned that margin debt has hit record levels. This fund was borrowing hundreds of billions at the peak of that cycle. The banks weren't just passive lenders — they were active participants in building the leverage that ultimately destroyed the fund.

The Legal Framework: What the SEC Can Actually Do

Let's break down the legal foundation here, because it determines everything that follows.

The Statutes at Play

The SEC's investigation is grounded in several key federal securities laws:

1. Section 10(b) of the Securities Exchange Act of 1934 and Rule 10b-5 This is the SEC's primary anti-fraud weapon. It prohibits: - Making any untrue statement of material fact - Omitting material facts necessary to prevent statements from being misleading - Engaging in any act, practice, or course of business that operates as fraud or deceit

If the SEC can prove the banks made false statements or omitted material facts about the fund's leverage, this statute applies.

2. Section 17(a) of the Exchange Act This covers record-keeping requirements. The subpoena demanding "all records" suggests the SEC is checking whether the banks maintained proper documentation of their dealings with the fund.

3. Section 204 of the Investment Advisers Act of 1940 This applies to the fund itself, requiring investment advisers to maintain proper records and reports. If the fund failed to disclose its leverage strategy to investors — which is looking increasingly likely — this is the statute that bites.

The "Aiding and Abetting" Theory

Here's where it gets interesting. The SEC might invoke Section 20(e) of the Exchange Act, which allows the SEC to bring enforcement actions against those who "knowingly or recklessly" provide substantial assistance to securities law violations.

The legal question is: Did the banks "know or should have known" that the fund was violating securities laws?

This is where the banks have room to maneuver. They can argue: - They were legitimate counterparties, not fiduciaries - Their financing activities were "normal business operations" - The fund's investment strategy was the fund's responsibility, not theirs

But if the SEC can prove the banks had specific knowledge of the fund's leverage risks and continued financing anyway — without proper risk warnings or margin requirements — the "aiding and abetting" theory becomes viable.

The 2023 Goldman Sachs Precedent

If the SEC pursues this theory, they'll likely reference the 2023 Goldman Sachs 1MDB settlement. In that case, Goldman paid over $5 billion in penalties for its role in the Malaysian sovereign wealth fund scandal. The key lesson: banks can be held liable for facilitating wrongdoing, even if they weren't the primary actors.

But there's a crucial difference. In 1MDB, Goldman was actively involved in structuring the fraudulent deals. Here, the banks were lenders — more passive participants. This could be a harder case for the SEC.

The PFAS Rules Connection

The Private Fund Adviser Rules (PFAS) were adopted in 2024, requiring large hedge funds to report major events within 24 hours. This investigation could be the first major test of whether the SEC can use these rules to move from "after-the-fact reporting" to "before-the-fact intervention."

If the investigation reveals that the fund's collapse was predictable — that the warning signs were there and either ignored or not reported — it could push the SEC toward more aggressive enforcement of PFAS rules for AI-themed funds.

The Banks' Compliance Obligations: Where They Might Have Failed

Now let's get into the specific compliance obligations that the banks might have violated.

Know Your Customer (KYC) and Know Your Transaction (KYT)

Under the Bank Secrecy Act (BSA) , banks are required to: - Verify the identity of their customers - Understand the nature and purpose of customer relationships - Monitor transactions for suspicious activity - File Suspicious Activity Reports (SARs) when they detect potential money laundering or fraud

The critical question: Did the banks file SARs regarding Situational Awareness's leverage?

If they did, and they continued financing the fund anyway, they might argue they were fulfilling their compliance obligations while maintaining a legitimate business relationship. If they didn't — and the SEC can show the leverage was suspicious — that's a BSA violation.

The Volcker Rule

Under the Dodd-Frank Act's Volcker Rule, banks are prohibited from proprietary trading and from certain relationships with hedge funds. If the banks were financing the fund in ways that crossed into prohibited territory — such as being too closely involved in the fund's investment decisions — that's a violation.

The "Shadow Banking" Concern

This investigation is happening against a backdrop of broader regulatory concern about "shadow banking" — the system of non-bank financial intermediaries that operate outside traditional banking regulation. The banks' financing of this fund could be seen as enabling the shadow banking system, which regulators have been trying to rein in since 2008.

From my perspective watching these dynamics, the banks' core vulnerability is clear: if they had visibility into the fund's leverage ratios and didn't act — either by requiring more collateral or by refusing to finance further — they've failed their compliance obligations.

The Contrarian Angle: Why This Investigation Is Really About the Banks, Not the Fund

Here's the angle most coverage is missing: The SEC isn't investigating this fund because it failed. They're investigating the banks because they're worried about what the banks' behavior says about the broader financial system.

Consider the facts: - The fund borrowed hundreds of billions from four major banks - The fund's portfolio was concentrated in a handful of AI-related stocks - The fund's leverage was extreme — enough to trigger a 67% loss in a relatively short period - The banks continued financing this fund up until the margin calls began

If the banks couldn't see the risks in this fund, what else aren't they seeing?

This is the systemic question. The SEC is probing whether the banks' risk management systems are adequate for the AI investment era — or whether they're still using 20th-century tools to evaluate 21st-century risks.

The AI investment landscape is fundamentally different from traditional markets: - AI companies are unproven — many are burning cash with no clear path to profitability - AI narratives drive valuations — stocks move on hype and sentiment as much as fundamentals - AI infrastructure is capital-intensive — the buildout requires massive borrowing, creating leverage risk

If banks can't properly evaluate AI fund leverage, we're looking at a systemic risk that extends far beyond one fund's collapse.

The Ripple Effects: What This Means for the AI Investment Landscape

The collapse of this fund — and the SEC investigation — will have consequences that extend far beyond the fund itself.

For AI-Focused Hedge Funds

The days of easy leverage for AI-themed funds are over. Banks will: - Raise interest rates on AI fund financing — I estimate 50-100 basis points minimum - Increase collateral requirements — from 50% to 70% or higher - Demand more transparency — including real-time visibility into fund positions and leverage

This will squeeze smaller AI funds that relied on leverage to amplify returns. We'll see consolidation in the AI fund space, with only the best-capitalized and most transparent funds surviving.

For Banks

The compliance costs are going to be significant: - Estimated $50-100 million per bank annually for enhanced AI fund monitoring systems - 10-20% increase in compliance staffing at major banks - New "AI Financing Review Committees" to evaluate AI fund exposure

The banks will likely try to pass these costs on to their clients — meaning AI funds will face higher financing costs across the board.

For RegTech

This investigation is a gift to the RegTech industry. Banks will need: - Real-time leverage monitoring systems - AI-powered risk assessment tools - Enhanced suspicious activity detection

I expect the RegTech market to grow 20-30% in 2026 as banks scramble to upgrade their compliance infrastructure.

For the AI Narrative

The collapse of this fund doesn't mean the AI investment thesis is wrong — but it does mean the leverage-driven AI trade is over. We're moving from a period of speculative excess to a period of fundamental analysis.

The funds that survive will be those that can show real revenue, real users, and real business models — not just compelling narratives about AI transforming the world.

The Forensic Breakdown: How the Collapse Unfolded

Let me walk through the sequence of events as I've been able to reconstruct them, based on my monitoring of on-chain data and institutional flows.

Phase 1: The Build-Up

The fund started building positions in AI-related stocks in early 2025. The initial thesis was sound: AI infrastructure companies were seeing massive demand, and the market was rewarding them with premium valuations.

But the fund wasn't satisfied with normal returns. It wanted to amplify them. So it started borrowing.

The leverage grew steadily over six months. The fund used its existing positions as collateral to borrow more, then used that borrowed money to buy more AI stocks, then used those new positions as collateral to borrow even more.

This is the classic leverage spiral — and it works beautifully as long as the underlying assets appreciate. When they start falling, the spiral reverses with devastating speed.

Phase 2: The Cracks Appear

Around October 2025, the AI trade started to wobble. A few high-profile AI companies missed earnings expectations. Some analysts started questioning whether the infrastructure buildout was proceeding as quickly as expected.

The fund's mining stock positions were hit hardest. These companies were already under pressure from the post-halving revenue squeeze, and they were more sensitive to AI narrative shifts than the pure-play AI companies.

The fund's value started declining. Not dramatically at first — but enough to trigger margin calls.

Phase 3: The Margin Call Cascade

Once the margin calls started, the death spiral was inevitable:

1. The fund received a margin call — it needed to post additional collateral or sell positions
2. It sold positions to meet the margin call — but the selling pushed prices down further
3. The lower prices triggered another margin call — requiring more selling
4. The cycle repeated until the fund was effectively forced to liquidate its entire portfolio

This is the exact pattern I documented during the 2020 Uniswap arbitrage hunt, when I executed 150+ trades in a week and saw firsthand how leverage amplifies both gains and losses. The mechanics are unforgiving.

Phase 4: The Citadel Rescue

Citadel entered the picture when the fund's positions were already in freefall. They bought the fund's book at a significant discount — essentially acquiring the fund's trading strategies and client relationships for pennies on the dollar.

This is classic vulture investing. Citadel gets: - The fund's AI trading strategies - Its client relationships - Its remaining assets at a discount

And the fund gets: - A graceful exit (sort of) - Avoidance of outright bankruptcy (maybe)

The Questions Nobody Is Asking

Everyone's focused on whether the fund violated securities laws. Let me ask different questions:

Question 1: What Did the Banks Know, and When Did They Know It?

The subpoenas are designed to answer this question. The SEC wants to know: - Did the banks monitor the fund's leverage in real-time? - Did they flag any concerns internally? - Did they communicate concerns to the fund or to each other?

If the banks had visibility into the fund's leverage and continued financing anyway, that's a problem. If they didn't have visibility, that's an even bigger problem — because it means their risk management systems failed.

Question 2: What Does This Mean for Anthropic's IPO?

The fund held a significant stake in Anthropic, the AI lab that's reportedly considering going public. The fund's collapse will likely force Anthropic to: - Re-evaluate its valuation — the fund's distressed sale of assets may have established a lower clearing price for AI companies - Disclose more about its shareholder structure — the SEC investigation will force transparency about who owns what - Prepare for regulatory scrutiny — if the SEC is investigating AI-themed investments, Anthropic's IPO will face enhanced review

From my perspective tracking institutional flows through the Bitcoin ETF approval cycle, I can tell you that regulatory scrutiny has a way of repricing assets — sometimes brutally.

Question 3: Is This the Beginning of a Broader AI Reckoning?

The fund's collapse is a warning sign. It suggests that the AI investment trade is more fragile than many believed — and that the leverage supporting it is more dangerous than anyone admitted.

If the SEC's investigation reveals systemic issues in how banks finance AI funds, we could see: - New regulations on AI fund leverage - Enhanced disclosure requirements for AI-themed investments - A broader repricing of AI assets

This could be the beginning of a necessary correction — the process by which the market separates legitimate AI investments from speculative excess.

The Regulatory Landscape: What Comes Next

Let me outline what I expect to happen over the next 6-18 months, based on my analysis of regulatory patterns and the current enforcement environment.

Near-Term (0-6 Months)

The SEC's investigation will continue. The subpoenas are just the beginning. The SEC will: - Review the transaction data and loan communications - Interview bank employees - Interview fund employees - Assess whether any violations occurred

I expect the SEC to issue Wells Notices (notifications of potential enforcement action) to some parties within 6 months if they find evidence of wrongdoing.

The fund will likely face a class-action lawsuit. Investors who lost money will claim the fund misrepresented its leverage strategy. This lawsuit will probably settle — the fund is effectively defunct, and its assets have been acquired by Citadel.

Medium-Term (6-12 Months)

The SEC will likely issue new guidance on AI fund leverage. This investigation has exposed gaps in the regulatory framework, and the SEC will want to close them.

Expect: - Enhanced disclosure requirements for AI-themed funds - New guidelines on leverage limits for concentrated positions - Increased scrutiny of bank financing for AI funds

The banks will face enhanced regulatory reviews. The SEC investigation will trigger broader examinations of how banks handle AI fund financing. This will increase compliance costs and potentially lead to enforcement actions if systemic issues are found.

Long-Term (12-18 Months)

We'll see new regulations for AI-themed investments. The SEC will likely propose rules that: - Require AI funds to disclose their leverage strategies more transparently - Limit concentration in AI-related positions - Enhance reporting requirements for large AI funds

The industry will adapt. Banks will develop new tools for evaluating AI fund risk. AI funds will become more conservative in their leverage usage. The speculative excess will be wrung out of the system.

The Compliance Checklist: What Every AI Fund Should Do Now

Based on my analysis, here's what AI-focused funds should be doing to prepare for increased regulatory scrutiny:

1. Enhance Leverage Disclosure

Immediate action: Review your fund's disclosure documents. Are you clearly stating your leverage strategy? Are you explaining the risks of concentrated positions?

Why it matters: The SEC's investigation suggests that insufficient leverage disclosure is a primary concern. Funds that can demonstrate transparent disclosure will be better positioned.

2. Strengthen Risk Management

Immediate action: Implement real-time leverage monitoring. Stress-test your portfolio against various scenarios, including concentrated position declines.

Why it matters: The fund's collapse was triggered by margin calls. Funds with robust risk management can avoid the death spiral.

3. Hire a Chief Compliance Officer

Immediate action: If you don't have a dedicated CCO, hire one. The SEC expects funds to have proper compliance infrastructure.

Why it matters: The SEC's investigation is likely to result in enhanced compliance expectations for all AI funds.

4. Document Everything

Immediate action: Ensure you're maintaining complete records of all investment decisions, leverage usage, and communications with banks and investors.

Why it matters: The SEC's subpoenas demanded "all records." Funds that can demonstrate comprehensive record-keeping will be better positioned in any regulatory review.

5. Review Bank Relationships

Immediate action: Evaluate your financing arrangements with banks. Are your leverage agreements clear? Do your banks understand your risk profile?

Why it matters: The SEC is investigating whether banks properly evaluated the fund's leverage risk. Funds that work with banks with robust risk management will face less scrutiny.

The Broader Implications: What This Means for Crypto and DeFi

Here's where I bring in my crypto perspective, because this story has implications that extend far beyond traditional finance.

The collapse of this fund is a reminder that leverage is the most dangerous force in financial markets. I've seen this in crypto — the 2022 collapse of Three Arrows Capital was caused by excessive leverage in a concentrated portfolio. The pattern is identical: borrow heavily, concentrate positions, and hope the market goes your way.

The SEC's investigation of banks for their role in financing this fund mirrors the regulatory scrutiny we've seen in crypto. When FTX collapsed, regulators asked why banks and auditors didn't catch the fraud. Now they're asking why banks didn't catch the leverage risk.

The connection between AI and crypto is becoming clearer. This fund held significant positions in Bitcoin miners that were pivoting to AI. The AI narrative was driving crypto valuations. And the leverage supporting both was provided by traditional banks.

The lesson for crypto: leverage will always be regulated. Whether you're trading Bitcoin, Ethereum, or AI-themed stocks, the use of borrowed money will face increasing scrutiny. The days of unfettered leverage are over.

The Signals I'm Watching

Here are the key indicators I'm monitoring to assess how this situation develops:

Regulatory Signals

• Wells Notices: If the SEC issues Wells Notices to any banks within the next 6 months, that's a sign they have evidence of wrongdoing
• New Guidance: If the SEC issues new guidance on AI fund leverage, that's a sign they're moving toward broader regulation
• Enforcement Actions: If the SEC brings enforcement actions against any parties, that's a sign they have a strong case

Market Signals

• AI Fund Financing: If banks raise interest rates on AI fund financing, that's a sign they're responding to regulatory pressure
• AI Stock Volatility: If AI stocks become more volatile, that's a sign the market is repricing risk
• Hedge Fund Consolidation: If smaller AI funds start closing, that's a sign the industry is consolidating

Legal Signals

• Class Action Filings: If investors file class action lawsuits, that's a sign the fund's disclosures were inadequate
• Settlement Discussions: If any parties start settlement discussions with the SEC, that's a sign they expect to be found liable
• Congressional Hearings: If Congress gets involved, that's a sign this is becoming a broader political issue

The Bottom Line: What I'm Watching Next

This investigation is still in its early stages. The subpoenas are the beginning, not the end. But the implications are clear:

The era of unfettered leverage for AI-themed investments is over.

The banks that financed this fund will face enhanced scrutiny. The AI funds that relied on leverage will need to adapt. And the regulatory framework will evolve to address the risks that this collapse exposed.

The key question isn't whether the fund broke the law. It's whether the system that enabled this fund — the banks that financed it, the regulations that allowed it, the investors who funded it — will be held accountable.

Based on my experience tracking institutional fund flows and regulatory enforcement, I expect: - The SEC will find some violations — the leverage was too extreme, the disclosures were too thin - The banks will face fines and compliance costs — but not existential threats - The AI fund industry will become more conservative — leverage will be reduced, transparency will increase

The market is in a sideways phase. This investigation could be the catalyst that determines the next direction.

Watch the Wells Notices. Watch the class action filings. Watch the AI stock volatility.

The signals are there. The question is whether anyone's paying attention.

Isabella Lopez is a 7x24 Market Surveillance Analyst with 19 years of experience tracking institutional flows and regulatory enforcement. She broke the 2017 Parity Multisig vulnerability 48 hours before major outlets, documented the 2020 Uniswap arbitrage market in real-time, exposed the 2021 BAYC whale dump, and published the FTX collapse whistleblower story 12 hours before regulators acted.

This analysis is based on publicly available information and does not constitute legal or investment advice.

— Root: The ESTP

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