Project Lens is an alpha-level demo. The data sets are incomplete and imbalanced and algorithm parameters are being tuned. Results should thus be considered directional. Want to provide feedback, request features, or collaborate?

github.com/karpathy/mingpt

GitHub

vs. Baseline Lens Category
5.9x BuzzFeed Journalism
1.0x Baseline system
0.6x Accel Venture Capital
0.5x Recode Journalism
0.3x Techcrunch Journalism
0.3x My Climate Journey Venture Capital
0.2x The New York Post Journalism
0.2x Reality-Based Community system
0.1x Initialized Capital Venture Capital
0.1x Adam Smith Institute Think Tanks
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x Reuters Journalism
0.1x Mercatus Center Think Tanks
0.1x Bloomberg Opinion Journalism
0.1x Ars Technica Journalism
0.0x Y Combinator Venture Capital
0.0x Environmental Defense Fund Culture and Political Economy
0.0x Sierra Clib Culture and Political Economy
0.0x Extinction Rebellion Culture and Political Economy
0.0x Schumacher Circle Culture and Political Economy
0.0x Fair Vote Culture and Political Economy
0.0x Philosophy Twitter Science
0.0x 350.org Culture and Political Economy
0.0x Heritage Foundation Think Tanks
0.0x Brookings Think Tanks
0.0x Claremont Institute Culture and Political Economy
0.0x Ecosocialism Culture and Political Economy
0.0x Cato Institute Think Tanks
0.0x Crypto Infrastructure Crypto
0.0x The Daily Beast Journalism
0.0x Effective Altruism Culture and Political Economy
0.0x CNBC Journalism
0.0x OANN Journalism
0.0x Asia Society Policy Institute Think Tanks
0.0x Ethereum Crypto
0.0x Newsmax Journalism
0.0x Belfer Center Think Tanks
0.0x RAND Corporation Think Tanks
0.0x EFF Culture and Political Economy
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Environmental Journalists Culture and Political Economy
0.0x Progress Studies Culture and Political Economy
0.0x Populist Libertarians Culture and Political Economy
0.0x The Intercept Journalism
0.0x Founders Fund Venture Capital
0.0x Decentralized Web Crypto
0.0x Wired Journalism
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Bessemer Venture Capital
0.0x A16Z Venture Capital
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x The Economist Journalism
0.0x The Verge Journalism
0.0x Crypto VC Crypto
0.0x Palladium Magazine Journalism
0.0x Sequioa Venture Capital
0.0x Berggruen Institute Think Tanks
0.0x Homebrew Venture Capital
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Rationality Culture and Political Economy
0.0x Atlantic Council Think Tanks
0.0x Epidimiology Twitter Science
0.0x Heterodox Academy Culture and Political Economy
0.0x Index Ventures Venture Capital
0.0x Standard Crypto Venture Capital
0.0x Benchmark Capital Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Works in Progress Culture and Political Economy
0.0x Financial Times Journalism
0.0x Bismark Analysis Culture and Political Economy
0.0x Polkadot Crypto
0.0x Social Epistemology Culture and Political Economy
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
0.0x Crypto Journalists Crypto
0.0x Crypto Angels Crypto
0.0x Sutter Hill Ventures Venture Capital
0.0x RadicalxChange Culture and Political Economy
0.0x Cosmos Crypto
0.0x Public Goods Funding Crypto