The Freeze Lawsuit Is Not Safety Work. It Is Safety Theater. A coalition of digital safety and consumer watchdog groups filed suit this week in California against OpenAI, Anthropic, and other AI developers, asking a court to halt training and deployment of what the complaint calls “catastrophic” AI models. The AP News coverage confirmed the…
The Safety-First Lab Is About to Answer to Shareholders Anthropic just launched Claude Fable and Mythos, priced 20% below OpenAI’s GPT-6 Astra. The models claim higher performance at a lower price point, and according to Fortune, they could be among Anthropic’s last major releases before the company prices its IPO at a $1.4 trillion valuation….
The Builder Opportunity Nobody Is Talking About Most builders in the AI space right now are optimizing for the wrong signal. They’re watching token prices drop, reasoning benchmarks climb, and coding assistants ship faster. That’s real progress. But I think 2027 and 2028 belong to something else entirely, and AlphaGenome 2 is the clearest evidence…
The Model You Just Got Is Already Obsolete Claude Fable 5.2 dropped on November 9th, and I want to talk about something the press releases won’t say directly. The name change from version numbers to “Fable” is not cosmetic. Anthropic is telling you, in the quietest way possible, that the old mental model of sequential…
GPT-6 Cyber and the End of Security Theater The AI industry has spent two years pretending it can build powerful reasoning and code models without enabling offensive security capability. GPT-6 Cyber is OpenAI finally dropping that pretense, and I think it’s the most honest product decision any frontier lab has made in this space. Let…
The Oversight Illusion There’s a sentence buried in recent reporting that I keep coming back to: staff at the US Center for AI Safety are now reporting directly to the White House. If you read that and moved on, I’d argue you missed the most consequential AI governance story of the month, more consequential than…
The Productivity Illusion: What AI Time-Savings Data Actually Tells Us Everyone in enterprise tech right now is pointing at AI productivity numbers like they’re a winning lottery ticket. The problem is nobody can agree on what the numbers say. CIO ran a piece in early November pulling together the actual research on AI time savings,…
The Floor Keeps Rising: What METR’s Anthropic Assessment Means for Production Architecture METR published something last week that deserves more attention than it’s getting. Their independent assessment, released November 5th, found that Anthropic is improving model capabilities on well-specified tasks at roughly twice the rate it was achieving between March 2024 and October 2025. METR…
Andrej Karpathy Just Told You Where AI Is Going There are personnel moves that signal prestige, and there are personnel moves that signal direction. Karpathy joining Anthropic is the second kind, and I think a lot of people are reading it too casually. This is not a typical talent acquisition story. Why Karpathy Matters Beyond…
Pennsylvania Just Made AI Disclosure Law. Are Your Ad Pipelines Ready? If you’re shipping AI-generated ad creative and you have any users, customers, or distribution touching Pennsylvania, you now have a legal obligation you may not have planned for. This isn’t a draft. It’s not a proposed rule sitting in committee. Governor Josh Shapiro signed…
