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?

pioneer.app

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vs. Baseline Lens Category
722.1x Y Combinator Venture Capital
322.5x Sequioa Venture Capital
299.9x The Long Now Foundation Culture and Political Economy
260.7x Progress Studies Culture and Political Economy
136.3x Palladium Magazine Journalism
110.5x Mercatus Center Think Tanks
95.1x Standard Crypto Venture Capital
86.1x Village Global Venture Capital
58.1x Crypto VC Crypto
53.7x Bismark Analysis Culture and Political Economy
52.0x Khosla Ventures Venture Capital
50.3x Social Epistemology Culture and Political Economy
44.4x A16Z Venture Capital
42.1x Accel Venture Capital
34.2x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
30.1x Sutter Hill Ventures Venture Capital
29.7x Benchmark Capital Venture Capital
28.2x Rationality Culture and Political Economy
27.5x Bloomberg Opinion Journalism
20.6x IDEO Founder Collective Crypto
19.3x Works in Progress Culture and Political Economy
18.6x Cosmos Crypto
16.8x Initialized Capital Venture Capital
15.9x Zig Software Engineering
14.1x Crypto Infrastructure Crypto
12.7x Decentralized Web Crypto
12.5x Founders Fund Venture Capital
11.9x The Verge Journalism
10.3x Index Ventures Venture Capital
10.0x Public Goods Funding Crypto
8.8x Schumacher Circle Culture and Political Economy
8.2x Berggruen Institute Think Tanks
7.5x Founders Informal Community
7.1x The Information Journalism
7.1x My Climate Journey Venture Capital
7.0x RadicalxChange Culture and Political Economy
7.0x Wired Journalism
6.4x Crypto Angels Crypto
5.9x Crypto Investing Crypto
5.9x Ethereum Crypto
5.8x Effective Altruism Culture and Political Economy
5.7x Think Tanks system
5.3x Biotech Science
5.3x Decentralized Autonomous Organizations (DAOs) Crypto
5.1x Ecomodernists Culture and Political Economy
4.7x Crypto Political Economy Crypto
4.4x Crypto Journalists Crypto
4.4x Homebrew Venture Capital
3.5x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
3.5x Decentralized Finance (DeFi) Crypto
3.1x Bessemer Venture Capital
3.0x Heterodox Academy Culture and Political Economy
2.2x Ars Technica Journalism
2.0x EconTwitter Science
1.7x Fair Vote Culture and Political Economy
1.5x Adam Smith Institute Think Tanks
1.3x New Yorker Journalism
1.2x Niskanen Center Think Tanks
1.2x Foreign Policy Journalism
1.2x Extinction Rebellion Culture and Political Economy
1.1x Recode Journalism
1.1x Foundation Against Intolerance and Racism Culture and Political Economy
1.1x The Atlantic Journalism
1.0x Non-Fungible Tokens (NFTs) Crypto
1.0x Epidimiology Twitter Science
1.0x Reality-Based Community system
1.0x Baseline system
1.0x Environmental Defense Fund Culture and Political Economy
1.0x CNBC Journalism
0.9x Hudson Institute Think Tanks
0.9x Populist Libertarians Culture and Political Economy
0.9x Intergovernmental Panel on Climate Change (IPCC) Science
0.8x Climate Solutions Culture and Political Economy
0.8x American Enterprise Institute Think Tanks
0.8x National Bureau of Economic Research Think Tanks
0.8x VICE Journalism
0.8x RAND Corporation Think Tanks
0.7x Wall Street Journal Journalism
0.7x Anarachists Culture and Political Economy
0.7x Peterson Institute for International Economics Think Tanks
0.6x Persuasion Community Culture and Political Economy
0.6x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.6x Harper's Open Letter Culture and Political Economy
0.6x Philosophy Twitter Science
0.6x BuzzFeed Journalism
0.5x Existential Risks Culture and Political Economy
0.5x Hoover Institution Think Tanks
0.5x Urban Institute Think Tanks
0.5x Eurasia Group Think Tanks
0.5x Heritage Foundation Think Tanks
0.5x Polkadot Crypto
0.4x The Economist Journalism
0.4x Financial Times Journalism
0.4x Asia Society Policy Institute Think Tanks
0.4x Rust Software Engineering
0.3x The New York Post Journalism
0.3x Belfer Center Think Tanks
0.3x Atlantic Council Think Tanks
0.3x The Los Angeles Times Journalism
0.3x 350.org Culture and Political Economy
0.3x Black Lives Matter Culture and Political Economy
0.3x Newsmax Journalism
0.3x Claremont Institute Culture and Political Economy
0.2x Cato Institute Think Tanks
0.2x Sierra Clib Culture and Political Economy
0.2x Ecosocialism Culture and Political Economy
0.2x The Dispatch Journalism
0.2x Washington Post Journalism
0.2x Moderate Conservatism Culture and Political Economy
0.2x The Intercept Journalism
0.1x Stat News Journalism
0.1x Epidemiology Journalism Science
0.1x Environmental Journalists Culture and Political Economy
0.1x The Daily Beast Journalism
0.1x Techcrunch Journalism
0.1x OANN Journalism
0.0x Reuters Journalism