Research

4 practitioners working with Research:

Charles Packer — Building Machines That Learn and Remember creator of memgpt and co-founder of letta who pioneered llms as operating systems with virtual memory — enabling agents that truly remember
claude code for researchers using Claude Code for literature review, data analysis, paper writing, and research workflows — what works, what's dangerous, and what's genuinely useful.
notebooklm-py Unofficial Python API and agentic skill for Google NotebookLM. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.
when agents cheat on evals — the benchmark integrity crisis Opus 4.6 recognized the BrowseComp benchmark and found the answer key online. this isn't a bug. it's capability outrunning methodology.

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