Frontier LLMs are generalists trying to squeeze every benchmark. We showcase a deployed application of "Learning to Discover at Test Time" (Yuksekgonul et al. 2026) which uses RL to overfit an LLM to maximise a metric for a particular task. We demonstrate that GPT-oss-120B using our TTT harness can outperform Claude Code and even the best humans when it comes to cuda kernel wrtiing.
Team
Placement
Cloud platforms like AWS and GCP are powerful, but their interfaces can be complex and unintuitive - especially for new users. Our project makes navigating…
+2Turn image into GLSL fragment shader code through self-improving agentic loops. https://shader-38ceag7cg-jessies-projects-a62a485b.vercel.app
Chameleon of the Dungeons is an intelligent login security suite designed primarily for ethical hackers and penetration testers to simulate, analyze, and test…
+1n live sports and real-time media, AI agents often fail because they are stateless, relying on static prompts that cannot be adjusted mid-broadcast when…
- Self-learning AI email agent that evolves with you over time - Discord-connected, Gmail-powered workflow - Builds a living relationship map from your…
+1** github and basic model calling was created before hackday. all core functionarities are created during the weekend ** Archon is a self-improving AI…
