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?

compaction != compression

Love the branding and storytelling! Curious what you’re actually building tho? Is it a creative studio? Whats the “experience”?

Doubles was the best.

Applied AI engineers are going to proliferate traditional businesses. Businesses won’t hire IT managers anymore. They will hire SI managers.

amazing.

New short AI film (~2.5mins) on how we help construction companies in South Florida get more capacity with the same team. WDYT? How its made: - Opus 5.5 via Claude Code + @Remotion + @ElevenLabs + @higgsfield (Seedance 2.5) - Ask @claudeai to generate a single html page of the script/scenes you want with wardrobe, environment, key moments. - Once the HTML is directionally where you want to go, start generating each scene and update the video in the html so you can review. - Make VFX/SFX edits as you progress through the film. - Questions? Ask away. Bonus tip: Use Whispr Flow to narrative the edits you want faster. Allows you to go full Steven Spielberg on Claude Code.

Imagine! That'd be insane. Unprecedented.

Experimenting with AI short films for prospecting. Insane what's possible now. How its made: @higgsfield_ai + Seedance 2.5. @ElevenLabs for voice over + music Custom harness for pre-post production. All AI driven.

Once we hit 50.01%, round it up.

If one’s understanding is represented in a graph that is known, how does it adapt to what is yet to be known? Perhaps real understanding is not retrieval of known facts/relationships. But how you intelligently adapt to the environment towards what is unknown.

It can make judgments on which action to take, but not what effect that action actually has on the environment. Great innovation. We will see how a transition function gets solved to make it more reliable.

How do you define “intelligence”?

SOTA is just a fancy way to say current state. When you look at SOTA as a current state, it gives you permission to think beyond it.

I like the intent behind this, but it feels forced. The loop is quite simply: idea -> build -> learn And applying velocity to loop through this as fast as possible.

Domain harnesses will also be commoditized. Each company will own and operate the harness specific to their business, not its “domain”. Applied AI teams will manage and maintain it.

Would love to see the breakdown. Even simple learnings.

Incredible storytelling. Well done.