In March 2024, the Securities and Exchange Commission fined two investment advisers, Delphia (USA) Inc. and Global Predictions Inc., a combined 310,000 dollars for telling investors their artificial intelligence did more than it actually did. Two years later, that enforcement logic has moved from the asset management industry into the venture capital term sheet. A founder who cannot document what a third-party large language model vendor does with customer data, which state privacy statutes apply to that data, and what the board actually reviewed before relying on artificial intelligence now faces the same category of scrutiny a public company faces from the Commission’s Enforcement Division. The mechanism is simple once traced to its source. Section 17(a) of the Securities Act of 1933 and Rule 10b-5 under the Securities Exchange Act of 1934 make a false statement about a product’s artificial intelligence fraud, whether the security is a public share or a Regulation D private placement sold under Rule 506(b) or 506(c). The Commission’s Enforcement Division built a Cyber and Emerging Technologies Unit in February 2025 specifically to read artificial intelligence disclosures inside Forms 10-K, 10-Q, and 8-K, and the North American Securities Administrators Association named artificial intelligence marketing claims a 2026 examination priority for state registered advisers. None of that authority is limited to companies that have already gone public. It reaches the representations a founder makes in a subscription agreement the same day the wire arrives. How does a third-party large language model vendor create diligence risk The answer sits in two documents most founders have never read closely: the vendor’s Data Processing Addendum and its training exclusion policy. OpenAI does not use API or Enterprise data to train its models by default. Anthropic reduced API log retention from thirty days to seven days as of September 14, 2025, and deletes inputs and outputs automatically unless a customer negotiates a longer window through its own Data Processing Addendum. Both vendors offer a zero data retention agreement to qualifying enterprise customers, removing stored inputs beyond what abuse screening requires. A startup that cannot produce a signed Data Processing Addendum, a documented training exclusion election, and a written record of its retention window is handing a diligence team an open item, and diligence teams in 2026 are trained to find it. The Federal Trade Commission’s settlement with DoNotPay, a 193,000 dollar final order approved in February 2025 over an AI product marketed as performing to the standard of a licensed attorney without substantiating testing, and its separate 18 million dollar stipulated judgment against Air AI, show what happens when a company’s public claims about its artificial intelligence outrun what it can prove. Both actions rested on Section 5 of the Federal Trade Commission Act, the same statute that reaches a startup’s own claims about its vendor relationship. Which state privacy statutes actually apply to a startup’s customer base Twenty states had comprehensive consumer privacy statutes in effect at some point during 2026. Indiana, Kentucky, and Rhode Island took effect January 1, 2026, and Connecticut, Arkansas, and Utah added amendments effective July 1, 2026. California added its own layer on top of the existing California Consumer Privacy Act: the Privacy Protection Agency finalized rules on automated decisionmaking technology, risk assessments, and cybersecurity audits effective January 1, 2026, phased by revenue through April 1, 2030 for the smallest covered businesses. Colorado’s approach to artificial intelligence specifically has changed twice since 2024. Senate Bill 24-205 was set to take effect February 1, 2026. Colorado’s governor signed Senate Bill 25B-004 in August 2025, moving that date to June 30, 2026, then signed Senate Bill 26-189 in May 2026, replacing the original statute with a new artificial intelligence law effective January 1, 2027. A data map naming every applicable state, the threshold that triggers coverage, and a completed risk assessment for any automated decisionmaking use is now standard diligence, not an artifact investors expect a company to build after signing. What board records satisfy Delaware’s oversight duty for artificial intelligence Delaware’s Court of Chancery, applying the duty recognized in In re Caremark International Inc. Derivative Litigation, extended director oversight obligations to cybersecurity risk in 2025 for any company that stores consumer data or depends on digital infrastructure. A director does not need to understand how a transformer model produces an output. The board needs to show it received regular briefings on how the company relies on artificial intelligence and what could go wrong. On December 4, 2025, the Commission’s own Investor Advisory Committee recommended that companies disclose how they define artificial intelligence, what oversight mechanism the board uses, and what material effects that use has produced. That recommendation targets public companies, but it is already shaping what venture investors expect to see in board minutes at private companies preparing to raise. A board package that shows the company mapped its uses of artificial intelligence, measured the associated risk, assigned management responsibility, and kept the board briefed, consistent with the four functions of the National Institute of Standards and Technology’s AI Risk Management Framework, gives investor’s counsel something concrete if a Caremark claim ever follows the round. The founders who close rounds fastest in 2026 are not necessarily the ones with the strongest product demonstration. They are the ones who can hand a data room three things without delay: an executed vendor Data Processing Addendum, a state by state privacy map, and board minutes that show artificial intelligence reliance was actually discussed before the company relied on it. Read my full analysis here: https://theinnovationattorney.com/blog/ This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit theinnovationattorney.substack.com/subscribe