Theta (Theta) allows AI agents to learn from their mistakes in real-time. Their memory layer has already improved the accuracy of OpenAI Operator by 43% with 7x fewer steps taken. ycombinator.com/launches/NTK-t… Congrats on the launch, Rayan Garg, tanmay sharma, and Gurvir Singh!

we've been misled to believe that manual prompt hacking is the solution to teaching LLMs how to approach complex problems. why write a "magic prompt" to pattern match for every type of problem you might care about, when LLMs have already shown extraordinary ability to self-review

The AI labs need better evals and one of my favorite current YC batch companies just released a one with a *lot* of headroom