New York's New AI Chatbot Law for Kids + 3 Things to Check on Any AI Tool

New York just signed a law limiting unsafe AI chatbot features for kids. NIST proposed new ground rules for AI agents. And OpenAI says its new GPT-6.1 Terra makes far fewer factual errors. James Henderson explains what each story means for how we trust AI, then gives you one simple check you can run on any AI tool you already use.

Pick one AI tool and check three things: What can it see? What can it do? Where do you check its work?

Chapters

0:00 New York's new chatbot law for kids

0:43 Three things that affect how we trust AI

1:06 1. Protecting children from unsafe chatbot features

3:45 2. AI agents and the permissions we give them

6:58 3. Can we trust the answer? GPT-6.1 Terra's accuracy claims

9:43 Bringing it back to you

9:58 Your 3-point AI tool check

11:02 Your turn

11:13 Sources and what to watch next

Sources

1. NY Governor's Office, Oct 28, 2026 (S.9051-B / A.10379-C, Chapter 368 of 2026): https://www.governor.ny.gov/news/governor-hochul-signs-nation-leading-legislation-protect-kids-ai-chatbots-and-ensure-baby

Bill text (takes effect Jan 1, 2027): https://www.nysenate.gov/legislation/bills/2025/S9051/amendment/B

2. NIST Cybersecurity Insights, Oct 27, 2026, "Design Tenets for Agent Identity Management Systems": https://www.nist.gov/blogs/cybersecurity-insights/design-tenets-agent-identity-management-systems

3. OpenAI, Oct 26, 2026, "Introducing GPT-6.1 Terra": https://openai.com/index/introducing-gpt-6-1-terra/

GPT-6.1 Terra system card addendum: https://deploymentsafety.openai.com/gpt-6-1-terra/addendum-to-gpt-6-astra-system-card-gpt-6.1-terra

4. Lawyers sanctioned over AI-invented citations: Mata v. Avianca (LawNext, June 2023): https://www.lawnext.com/2023/06/court-imposes-sanctions-on-lawyers-who-filed-bogus-cases-after-relying-on-chatgpt-for-legal-research.html

Minnesota suspension (MPR News, Aug 21, 2026): https://www.mprnews.org/story/2026/08/21/lawyer-in-minnesota-suspended-over-fake-ai-case-citations

Watch next: Can You Trust AI? Security Flaws, Disabled Monitors & Wrong Answers: https://youtu.be/VuWXzaQigPI

Corrections and edit notes

On-screen corrections: New York's governor is Kathy Hochul. OpenAI compares GPT-6.1 Terra with GPT-5.6 Terra. Its error rates (53.6% to 16.7% at low reasoning effort, 4.3% at maximum) are company-reported results from an unpublished internal test. NIST calls the "approval fatigue" problem "consent fatigue", and its tenets are proposals, not a law. Some short asides were cut for time and accuracy.

Disclosure: AICN uses Anthropic's Claude AI to help produce this show, and Claude is mentioned in this episode.

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