
Theo C
51 posts

Theo C
@theoc____
CS @ Columbia | https://t.co/8BtICC5Aa3


🏆 We won at the Yale Hackathon this weekend by taking Meta's new brain model, TRIBE v2, and combining it with Mirofish, the social media simulation engine. The problem with Al actors simulating social media is that their behavior drifts away from human behavior in long-term simulations. Noise stacks up. Thus, at every turn, when an agent has to make a decision based off a twitter feed, we run the feed through TRIBEv2 to predict human MRI activations, then distill that into a "subconscious state" injected into the agent's system prompt. The agent feels the outrage or excitement, but can't articulate why. Just like a real person. The result: human-aligned social simulation that stays grounded even hundreds of turns in, powering a prediction market trading agent that looks for alpha in sentiment shifts. 24 hours. Meta's brain encoder + multi-agent simulation + autonomous trading (demo only, not tested with real money). More about the project: devpost.com/software/neuro…


WAIT!!! ALL THIS WAS JUST LAST WEEK IN TECH???


all i want is an American coastal city like this





Spoke to 20 students in the last 2 weeks. 0 are using Cursor. Zero.





