Benchmarkcompany reported
KellyBench
An environment for evaluating sequential decision-making under long-horizon, non-stationary conditions.
Public / Open
KellyBench paperPure-play commercialCatalog available · 1
General Reasoning
Open reasoning data and reward models from the ex-Meta AI reasoning lead
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.
OpenReward; founder co-created Galactica and Llama reasoning work at Meta
This legacy directory profile is awaiting claim-level source migration. Existing values are retained, not upgraded to verified facts.
| Website | gr.inc |
|---|---|
| Domains | Finance, Long Horizon, Machine Learning |
| Location | London, San Francisco |
| Team size | 1-10 |
| Funding | ~$10.9M (reported) |
| Founders | Ross Taylor @rosstaylor90, Chengxi Taylor, Kip Parker, Thomas Grady |
Capability coverage
Focus areas and technical capabilities are shown separately. Missing technical evidence remains Unknown.
Catalog-evidenced technical capabilities
Unknown. No source-backed catalog capability record is available yet.
Capability catalog
Products and services supported by official company materials. Reviewed 2026-08-16.
Environments & datasets
Verified public artifacts and documented private commercial inventory.
No verified catalog items recorded yet. This does not mean the company has no environments or datasets.
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