Julian
538 posts


I don't use AI for everything, just stuff that matters.




Pay close attention to proactive AI agents. This is one of the wildest applications of agent harnesses I've seen. The MIT paper introduces NeuroSkill, a real-time agentic system that models human cognitive and emotional state by integrating Brain-Computer Interface signals with foundation models. "Human State of Mind" provided via SKILL dot md. The system runs fully offline on the edge. Its NeuroLoop harness enables agentic workflows that engage users across cognitive and emotional levels, responding to both explicit and implicit requests through actionable tool calls. Why does it matter? Most AI agents respond only to explicit user requests. NeuroSkill explores the frontier of proactive agents that sense and respond to implicit human states, opening new possibilities for adaptive human-AI interaction. Paper: arxiv.org/abs/2603.03212 Learn to build effective AI agents in our academy: academy.dair.ai

i want to grow my ideas like a garden. a conceptual prototype inspired by this thread of tweets.






We’ve identified industrial-scale distillation attacks on our models by DeepSeek, Moonshot AI, and MiniMax. These labs created over 24,000 fraudulent accounts and generated over 16 million exchanges with Claude, extracting its capabilities to train and improve their own models.

We’ve identified industrial-scale distillation attacks on our models by DeepSeek, Moonshot AI, and MiniMax. These labs created over 24,000 fraudulent accounts and generated over 16 million exchanges with Claude, extracting its capabilities to train and improve their own models.










