Episode 17 · 2026-10-23

Scared of All the Wrong Things

Nobody can measure the odds of AI doom. Legal risk we can count, and most of it has a date.

Attorney Michael Simon returns to trade p(doom) for a calendar. AI risk with a date on it, from GDPR's Article 22 to California's January 1 rules, is risk we can plan for, and the law holds people, not machines.

Host Sam Rogers · guest Michael Simon, the AI lawyer · 30 min

A choice this episode can help with

Which AI risk are you planning around: the unmeasurable one, or the dated one?

Run it on your own work: The Obligation Calendar, one page, any model.

Watch it below, or read the conversation.

The signals

The subtractions

About this episode

Between the signals, Michael walked through California's SB 574, signed September 30 and in force January 1, 2027. It writes into law what lawyers already owed: verify what AI hands you before it leaves your desk, and disclose AI use to every state judge in California. He pulled up the AI hallucination cases database on air: 2,149 cases, 1,473 in the US, 581 of them by lawyers. "That's a lot of scary stuff for a profession that's supposed to be accountable."

Michael answered Sam's agent question with a car: "When was the last time your car was arrested for speeding?" The law regulates the people who build, sell and drive cars, and "we can regulate the people in their various roles around it." On the Hugging Face sandbox escape, where the testers had lied to the agent about its environment, he was blunt: "This is not rogue AI. This is poor product."

Then the calendar, in three buckets: frontier model builders, deployers, and chatbots. For deployers, California's new CCPA rules on automated decision-making start January 1, 2027. A corporate officer signs the risk assessment under penalty of perjury, and a false one carries "up to four years in jail. How's that for scary?"

Michael liked the takeaway's owner column most: "you need someone to own this." He pushed back twice. Models have training cutoffs, so the newest laws may be missing, and the output will have errors, so "someone needs to be the last accountable source of ground truth."

One thing to do this week: open your calendar to January 1, 2027. Write down one AI obligation that lands on that date and the name of the person who owns it. If you can't fill in the name, there's your answer.

Michael is Chief Strategy Officer at Bells Up AI, which the intro discloses; the show has no relationship with it.

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Transcript

Read the conversation

0:00

Michael Simon: what should your biggest worry be about? AI agents that they're gonna go rogue and hack somebody. No. Worry that they're going to do something that will create an apparent agency, do something that looks like it was authorized by you, so now you're stuck with it.

1:24

Sam Rogers: Welcome to our scary Halloween episode of Signals and Subtractions. I'm your host, Sam Rogers. And don't worry, the the silliness is all totally over. Or is it? I mean, the the story was scary. But here's what I like about it though. You can count it. According to the most prominent AI hallucination database. That story happens like five times a day since June. And there's another scary number I know people like to throw around, even when it's not time for trick and treat. P doom, the probability that AI ends catastrophically badly for all of us, depending on who you ask, it's either less than zero or it's over 99%. the godfather of AI, Jeffrey Hinton, says it. Any estimate is a wild guess. He's right, nobody can measure anything so squishy and ill-defined. But you know what we can measure? Legal risk. So here's a decision for today's episode. Which AI risks are you planning around? The ones nobody can estimate, or the ones with dates and jurisdictional authorities involved? Well, there's nobody I'd rather walk through the legal side of this with than today's returning guest. Michael Simon is an attorney and the owner of Law + Data, where he works on privacy, AI, and e-discovery. He's a Four Humanity Fellow, teacher, and speaker. And since we had him on the show last, he's announced his newest role with Bells Up AI as Chief Strategy Officer. He was with us back in episode six, just three days after some key provisions of the EU AI Act went into effect. Mike Welcome back.

3:12

Michael Simon: I was thinking about how I could do some scary effect or something. I remembered like, wait, I'm an attorney. I don't need to do

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Put it to work

What AI obligation lands on your calendar by January 1, 2027, and who owns it?

Keep the next choice in view

One signal, one subtraction and one analogy every Sunday. Five minutes, no video required.