The IPO Machine

AI-Washing: The Pattern

"AI-washing" is the practice of overstating the use, capability, or revenue significance of artificial intelligence in disclosures and marketing to attract capital. The SEC's Division of Examinations flagged it as a 2024 examination priority, and the Division of Enforcement made AI-related fraud a stated focus for fiscal 2025 — the first time the technology itself became an enforcement theme. SEC Exam Priorities 2024 · Enforcement FY2025

The mechanics are old. What is new is the multiplier: in 2024–2025, merely adding "AI" to a company name or filing was statistically associated with a first-day pop — the same anomaly researchers documented for ".com" name changes in 1998–1999. Academic studies of name-change effects

The Enforcement Record

• 2024 — the first AI-washing penalties. Two investment advisers settled SEC charges over false and misleading statements about their use of AI, without admitting or denying findings. They were the Commission's first AI-washing cases. SEC settled actions, 2024
• FY2025 — AI fraud as a stated priority. The enforcement division listed AI-related misconduct among its focus areas, alongside crypto and cybersecurity. SEC FY2025 enforcement focus
• 2025–2026 — trading suspensions. The SEC's routine suspension docket — the tool it uses to halt trading in stocks suspected of promotional manipulation — repeatedly featured micro-cap issuers whose only visible business was an AI narrative. SEC trading suspension orders
• July 2026 — the machine stalls. Bloomberg reported that a wave of tiny, foreign-domiciled companies that had gone public in the US on AI-themed pitches had effectively vanished — delisted, deregistered, or silent — after regulators cracked down on pump-and-dump activity in the segment. Bloomberg, Jul 2026

Case Study: CoreWeave

CoreWeave's March 2025 IPO is the cleanest specimen of the era: a genuine, fast-growing business — a GPU cloud built on NVIDIA hardware — sold to public markets at the exact moment the circular financing structure was most visible.

• Raised ~$1.5 billion, pricing at $40 — below the marketed range — after cutting the share count. CoreWeave pricing, Mar 2025
• Carried roughly $8–9 billion of debt at listing against a few billion in annualised revenue — leverage secured against GPUs that depreciate on a model-cycle clock. S-1 · press
• Disclosed that a concentration of revenue came from a small number of customers, with Microsoft and OpenAI-linked contracts dominant. CoreWeave S-1
• NVIDIA itself was simultaneously an investor, a supplier, and a capacity-guarantee counterparty ($6.3B pre-purchase). The Register

The stock's post-IPO path — weak debut, then a run-up as AI enthusiasm returned — illustrates the ambiguity: CoreWeave is a real company with real revenue, whose capital structure makes it one demand-shock away from distress. It is the bull and bear case of the whole sector, in one ticker.

The Register: Notable AI IPOs, 2024–2026

Figures approximate; status as of August 2026. Partly substantiated — valuations move daily; treat as directional.

The table's shape is the finding: the credible companies raised at or below expectations and survived; the cohort that raised on narrative alone is gone. SEC EDGAR · Bloomberg, Jul 2026

Warning Patterns: Reading a Pump Before It Dumps

1. Name change precedes the filing. A company renames itself to include "AI" shortly before going public or raising, with no corresponding change in operations. The .com-era literature shows this is the single highest-signal tell.
2. Revenue is a rounding error. The S-1 discloses AI revenue in the hundreds of thousands — or buries that the "AI platform" is a resold third-party API with a wrapper.
3. Promotional volume without news. Price spikes on press releases that announce partnerships with no financial terms, or "LOIs" (letters of intent) presented as contracts.
4. Foreign shell, US ticker. Tiny offshore holding companies listing in the US on AI themes — the exact cohort Bloomberg found had vanished by July 2026.
5. Insider selling into the pop. Lock-up waivers, secondary sales, or convertible notes converting within weeks of a promotional spike.
6. Auditor and disclosure churn. Late auditor changes, repeated filing amendments, and "going concern" notes buried in footnotes.

Confidence Assessment