Viewing profile — timini

The inverse of grill-me: instead of Claude extracting what you know, it teaches you what it knows. It quizzes before it explains, schedules reviews with a simplified FSRS and can d…

clearly this is a plat to own all the agent traces for further training

clearly this is a play to own all the agentic traces for further training

This paper evaluates three control strategies for untrusted agents: deferral to trusted models, resampling, and critical action deferral. Initial testing showed resampling and crit…

HaluMem introduces the first benchmark for evaluating hallucinations in agent memory systems at the operation level. Through three evaluation tasks (memory extraction, updating, an…

OpenHands SDK provides a complete architectural redesign for building production software development agents. It balances simplicity (few lines of code for basic agents) with exten…

not sure there are any agents yet but there are some research like https://arxiv.org/abs/2510.15103

judging by this article, no