Intelligence + Continual Learning = Expertise — Yu Su, NeoCognition
Source
AI Engineer
Author
AI Engineer
Published
Terms in this piece · Glossary
context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
It gives a precise account of why coding agents generalize where other agentic work does not, which is directly useful when scoping what an AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → can be trusted to do.
videoDesigning Agents (The Floor Is the Frontier) — Ben Hylak, Raindrop
videoImproving Agents is a Data Mining Problem — Vivek Trivedy, LangChain
videoLessons from Studying Every Memory System — Shlok Khemani, Independent
videoBeyond Static Intelligence: Evaluating Continual Learning — Parth Asawa, UC Berkeley
