reasearch-tool

Personalized frontier intelligence for discovering emerging AI & tech signals before they become obvious — from signal discovery to research and build directions.

Dataset decay via snapshot comparison: survival rate, metadata drift, representativity, purge list (no direct platform re-checks).

Convert research-paper PDFs to Markdown and strip the reference list locally. Cuts LLM context tokens by ~19% with no API calls.

A self-correcting AI research agent built with LangGraph — plans, executes, and critiques its own work using web search, vector retrieval, and a Python sandbox.