Consensus drift analysis for measuring the impact of early-2025 ai on experienced open-source developer productivity. How sentiment and opinion have shifted over time, with inflection points and trigger events identified.
Results synthesized from web crawls, academic citations (Semantic Scholar), patent filings (USPTO), corporate ownership records (SEC EDGAR, Companies House), software dependency graphs (npm, PyPI, crates.io), infrastructure records (DNS, TLS certificates, IP ranges), temporal archives (Wayback Machine), government datasets (Data.gov), and conversational sources (Hacker News, Reddit).