{"slug":"general-reasoning","name":"General Reasoning","website":"https://gr.inc","tagline":"Open reasoning data and reward models from the ex-Meta AI reasoning lead","description":"General Reasoning, co-founded by Ross Taylor (former Meta AI reasoning/Galactica lead), builds open datasets, reward models, and long-horizon RL infrastructure, with finance-domain environments. It runs the OpenReward project.","domains":["finance","long-horizon","machine-learning"],"locations":["London","San Francisco"],"founders":[{"name":"Ross Taylor","xHandle":"rosstaylor90"},{"name":"Chengxi Taylor","xHandle":null},{"name":"Kip Parker","xHandle":null},{"name":"Thomas Grady","xHandle":null}],"teamSize":"1-10","funding":"~$10.9M (reported)","raising":null,"founded":null,"notable":"OpenReward; founder co-created Galactica and Llama reasoning work at Meta","entityType":"Pure-play commercial","canonicalUrl":"https://envindex.com/startup/general-reasoning","research":null,"sources":[],"capabilityCatalog":{"startupSlug":"general-reasoning","reviewedAt":"2026-08-16","status":"cataloged","items":[{"name":"KellyBench","kind":"Benchmark","summary":"An environment for evaluating sequential decision-making under long-horizon, non-stationary conditions.","access":["Public / Open"],"sourceUrl":"https://www.gr.inc/papers/KellyBenchPaper.pdf","sourceLabel":"KellyBench paper","verificationStatus":"company-reported","lastVerified":"2026-08-16"}]},"artifacts":[],"caveat":"Legacy profile awaiting claim-level source migration"}