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?

Philip E. Tetlock

Philip E. Tetlock

@PTetlock

Lens Rankings

Think Tanks

#40 0.002304 Mercatus Center
#394 0.000324 Hoover Institution
#981 0.000034 Cato Institute
#2307 0.000012 Berggruen Institute
#3022 0.000033 Columbia SIPA Center for Energy Policy
#4180 0.000001 RAND Corporation
#4236 0.000001 Belfer Center
#4423 0.000001 Urban Institute
#4639 0.000001 Heritage Foundation
#4815 0.000004 Niskanen Center
#6003 0.000001 Atlantic Council
#6245 0.000006 Peterson Institute for International Economics
#7669 0.000000 Asia Society Policy Institute
#8364 0.000010 American Enterprise Institute
#8364 0.000010 National Bureau of Economic Research
#9092 0.000000 Earth Institute

Culture and Political Economy

#48 0.002030 Rationality
#143 0.000942 Progress Studies
#162 0.000638 Effective Altruism
#173 0.000532 Arnold Kling's Fantasy Intellectual Teams
#215 0.000525 The Long Now Foundation
#287 0.000527 Social Epistemology
#352 0.000337 Ecomodernists
#1033 0.000130 Bismark Analysis
#1209 0.000125 Heterodox Academy
#1215 0.000120 Climate Solutions
#1318 0.000086 Persuasion Community
#1372 0.000060 Harper's Open Letter
#3768 0.000001 Schumacher Circle
#3814 0.000001 Fair Vote
#3916 0.000001 Electronic Privacy Information Center (EPIC)
#3949 0.000001 Extinction Rebellion
#3990 0.000001 Existential Risks
#4002 0.000001 Claremont Institute
#4012 0.000001 Ecosocialism
#4065 0.000001 Sierra Clib
#4294 0.000001 350.org
#4468 0.000001 Environmental Defense Fund
#6038 0.000001 Anarachists
#6330 0.000000 Environmental Journalists
#6772 0.000007 Foundation Against Intolerance and Racism
#7462 0.000000 RadicalxChange
#7737 0.000000 Populist Libertarians
#7847 0.000000 Works in Progress
#8359 0.000000 Black Lives Matter
#8947 0.000000 EFF

Crypto

#262 0.000694 Public Goods Funding
#389 0.000379 Ethereum
#3813 0.000001 Non-Fungible Tokens (NFTs)
#3905 0.000001 Crypto Political Economy
#3977 0.000001 Polkadot
#4551 0.000016 Crypto VC
#6136 0.000000 Decentralized Autonomous Organizations (DAOs)
#6992 0.000000 Crypto Journalists
#7027 0.000000 Crypto Angels
#7045 0.000000 Cosmos
#7112 0.000003 Crypto Infrastructure
#8342 0.000000 Decentralized Finance (DeFi)

Venture Capital

#312 0.000484 Benchmark Capital
#691 0.000188 Khosla Ventures
#962 0.000046 Bessemer
#3010 0.000014 Village Global
#3789 0.000001 Standard Crypto
#3826 0.000001 Founders Fund
#4242 0.000001 Accel
#4614 0.000001 Sequioa
#5050 0.000001 Y Combinator
#5905 0.000014 A16Z
#6785 0.000000 My Climate Journey
#7006 0.000000 Sutter Hill Ventures
#7068 0.000000 Index Ventures
#7485 0.000000 Homebrew
#8698 0.000000 Initialized Capital

Journalism

#257 0.000401 Bloomberg Opinion
#1081 0.000088 Palladium Magazine
#3634 0.000031 New Yorker
#4100 0.000001 The Information
#4610 0.000001 Stat News
#4815 0.000004 Foreign Policy
#4918 0.000001 The Verge
#5515 0.000001 The Economist
#5874 0.000000 OANN
#5895 0.000000 Newsmax
#6070 0.000001 The Daily Beast
#6113 0.000001 CNBC
#6836 0.000001 Wired
#7357 0.000001 Financial Times
#7829 0.000001 BuzzFeed
#8086 0.000000 The Intercept
#8454 0.000001 The Los Angeles Times
#9301 0.000001 VICE

Science

#642 0.000210 EconTwitter
#4320 0.000001 Intergovernmental Panel on Climate Change (IPCC)
#4732 0.000001 Philosophy Twitter
#6341 0.000001 Epidimiology Twitter
#7679 0.000004 Biotech
#8845 0.000000 Epidemiology Journalism

system

#1332 0.000116 Think Tanks
#6186 0.000026 Baseline
#9841 0.000022 Reality-Based Community

Software Engineering

#3912 0.000001 Rust
#6037 0.000000 Zig

Automatically Detected Communities