Happy to share we signed our first paid pilot to build an organizational world model for a manufacturing business. It gives their team and agents a live view of what’s true, uncertain, changing, and what to do next, a belief state. Today’s agents have memory. But once they start doing real work, they need to know what world they’re in and the current state of things. Mental model: memory is the rearview mirror. belief infrastructure is the windshield. world models need both. PS: new website hero. wdyt?

Fable-5 is out. to quickly add it type: /model claude-fable-5

one of the hardest things i've done is rejected 100 startups today from pitching at the momentum demo day💔 BUT TOP 20 MADE IT THROUGH!!! watch them take the stage: June 11 | 10am AWS Loft, San Francisco Hosted by @Devlabs_club register here -> events.builder.aws.com/d/mdz….

Businesses run on beliefs. But they're mostly in peoples heads. We make them explicit. So they can be challenged updated by AI. LLM confidence scores are fake. When the agent says, "i'm X% confident", It's just making that up. @thinkn_ai makes sure the math is math'n.

we're hosting Momentum Demo Day in SF this summer! 25 startups. 1 stage. watch startups pitch for funding in a room packed entirely with investors, founders in tech, and builders. June 11, 2026. AWS Loft. San Francisco. link in comments :)

Every day, people spend hours figuring out what’s true before they can decide what to do. Agents have the exact same problem.

We will never know the full truth of reality, but we aim to get closer than anyone has before. traceinstitute.org

Excited to share @thinkn_ai was selected to pitch at the @Devlabs_club Momentum demo day! 115 startups from 15 countries competed for 5 weeks to earn demo day slots in front of a16z, Antler, Kickstart, SPC, and others. Grateful to @BhoomiSinghani and @geeky_dan for putting the program together. See you in SF!

SF's most ambitious Demo Day is here. Momentum brings the best early-stage founders to San Francisco after 5 weeks of building. for 5 weeks these builders have smashed one checkpoint after the other proving that they have it in them. from getting their first customer to hitting 1k on their tweets. I welcome everyone to meet the Most Ambitious Founders you've ever seen. AWS Loft, SF. June 11, Friday. 9:30am - 2:30pm rsvp here: events.builder.aws.com/d/mdz…

dear @claudeai desktop team, please remove the claude icon once the job is finished. i keep feeling like it's stuck or frozen. i bet i'm not the only one. thx,

you cant receive when your fist is clenched. when you feel desperate for the outcome, the world closes to you. when your energy shifts to love and hopefulness, the world opens to you.

The new competition isn’t Humans vs AI. It’s Humans with AI vs everyone else.

Not sure what belief states are? They give agents a sufficient current state of the world so they can simulate the next best move toward a desired future state. Memory is the rearview mirror. Belief states are the windshield. World models need both.

What you see is what you believe. What you believe is what you see. Interesting loop to pay attention to in your own life or and your agents.

Bullish on Anthropic. Darkhorse bet is still xAi.

Less disco. More jiggle.