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?

prediction machines economics artificial intelligence

Book

vs. Baseline Lens Category
84.4x RadicalxChange Culture and Political Economy
51.7x Peterson Institute for International Economics Think Tanks
10.2x Public Goods Funding Crypto
9.7x EconTwitter Science
9.6x Ethereum Crypto
8.3x Brookings Think Tanks
5.8x Reality-Based Community system
4.6x Works in Progress Culture and Political Economy
3.9x Mercatus Center Think Tanks
3.4x The New York Times Journalism
2.5x Progress Studies Culture and Political Economy
2.3x Rust Software Engineering
2.3x Non-Fungible Tokens (NFTs) Crypto
2.3x Schumacher Circle Culture and Political Economy
2.2x Effective Altruism Culture and Political Economy
2.0x Think Tanks system
1.9x Extinction Rebellion Culture and Political Economy
1.7x Village Global Venture Capital
1.4x Founders Informal Community
1.1x Bloomberg Opinion Journalism
1.0x Baseline system
0.8x Center for American Progress Think Tanks
0.8x The Long Now Foundation Culture and Political Economy
0.8x Hoover Institution Think Tanks
0.7x Biotech Science
0.6x Persuasion Community Culture and Political Economy
0.5x Environmental Defense Fund Culture and Political Economy
0.4x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.4x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.4x Polkadot Crypto
0.4x The New York Post Journalism
0.4x Palladium Magazine Journalism
0.4x Sierra Clib Culture and Political Economy
0.4x Ecosocialism Culture and Political Economy
0.3x VICE Journalism
0.3x Anarachists Culture and Political Economy
0.3x Rationality Culture and Political Economy
0.3x Black Lives Matter Culture and Political Economy
0.3x Asia Society Policy Institute Think Tanks
0.2x Financial Times Journalism
0.2x Index Ventures Venture Capital
0.2x Newsmax Journalism
0.2x The Economist Journalism
0.2x American Enterprise Institute Think Tanks
0.2x National Bureau of Economic Research Think Tanks
0.2x CNBC Journalism
0.2x Decentralized Autonomous Organizations (DAOs) Crypto
0.2x Ecomodernists Culture and Political Economy
0.1x Philosophy Twitter Science
0.1x The Los Angeles Times Journalism
0.1x Harper's Open Letter Culture and Political Economy
0.1x 350.org Culture and Political Economy
0.1x Decentralized Finance (DeFi) Crypto
0.1x Zig Software Engineering
0.1x Heritage Foundation Think Tanks
0.1x Accel Venture Capital
0.1x Epidimiology Twitter Science
0.1x Khosla Ventures Venture Capital
0.1x EFF Culture and Political Economy
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Cosmos Crypto
0.1x Wired Journalism
0.1x Bessemer Venture Capital
0.1x Existential Risks Culture and Political Economy
0.1x Crypto Angels Crypto
0.1x Decentralized Web Crypto
0.1x RAND Corporation Think Tanks
0.1x Crypto Political Economy Crypto
0.1x Stat News Journalism
0.1x Environmental Journalists Culture and Political Economy
0.1x BuzzFeed Journalism
0.1x Standard Crypto Venture Capital
0.1x The Verge Journalism
0.1x Belfer Center Think Tanks
0.1x Crypto Investing Crypto
0.1x Atlantic Council Think Tanks
0.1x OANN Journalism
0.1x Eurasia Group Think Tanks
0.1x Climate Solutions Culture and Political Economy
0.1x Urban Institute Think Tanks
0.1x Hudson Institute Think Tanks
0.1x The Information Journalism
0.0x IDEO Founder Collective Crypto
0.0x Berggruen Institute Think Tanks
0.0x Crypto Journalists Crypto
0.0x Sequioa Venture Capital
0.0x Fair Vote Culture and Political Economy
0.0x The Daily Beast Journalism
0.0x Homebrew Venture Capital
0.0x Cato Institute Think Tanks
0.0x Populist Libertarians Culture and Political Economy
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Sutter Hill Ventures Venture Capital
0.0x My Climate Journey Venture Capital
0.0x The Intercept Journalism
0.0x Claremont Institute Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x Epidemiology Journalism Science
0.0x Degrowth Culture and Political Economy
0.0x Moderate Conservatism Culture and Political Economy
0.0x Earth Institute Think Tanks
0.0x Founders Fund Venture Capital
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Y Combinator Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x Social Epistemology Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy