1566 posts
Turning people into skills reflects the ambition of the agent era: modularize expertise, package judgment, and call personalities like tools. But it also reveals a deep misunderstanding. A skill can o
For transformers, attention is a core mechanism of intelligence. But in the age of large models, the scarcer resource is human attention. AI can generate code, documents, analyses, and plans at machin
Very often, people believe they are analyzing a problem when they are really only commenting on personalities. Mature judgment does not only ask who did what. It also asks what the system rewards, pun
People tend to overvalue dramatic breakthroughs and undervalue the quieter forces that actually shape a person. Passion matters, but what carries us further is usually not emotional intensity. It is a
Many people treat compounding as a financial trick or a motivational slogan. But compounding matters for a deeper reason: it reveals how time amplifies habits, judgment, trust, knowledge, and systems.
GPT-6 has not even arrived, and the market is already writing its verdict. This essay is not really about benchmark scores. It is about why the model wars have entered phase two: OpenAI’s fragmentatio
Harness engineering is not really about fully controlling large models. It is about building structures of observation, constraint, and feedback when full control is impossible. In that sense, it feel
Deep dive into the landmark Transformer paper that revolutionized NLP and laid the foundation for GPT, BERT, and modern AI.
A deep technical breakdown of Manus, the autonomous AI agent, and their revolutionary approach to context engineering.
Deep dive into LangGraph's architecture for building stateful, multi-agent AI systems with persistent memory and complex workflows.
Deep dive into OpenClaw, the open-source multi-platform AI Agent gateway. Architecture, production deployment, ecosystem, and comparison with alternatives.
Complete AI short video tutorial: storyboarding, scripting, Kling/Sora video generation, voice cloning, royalty-free music, Manus prompts, and full SOP.