Good Start Labs
About
Turns games into interactive learning environments with verifiable signals for training and evaluating frontier models.
What They Offer
Commercial or operational services this company provides.
Products & Public Artifacts
Custom and partnered game environments (including strategy and social-deduction games) that generate reinforcement-learning data and evaluate frontier models through real player behavior.
Visit artifact →Live leaderboard testing long-horizon reasoning, negotiation, and honesty by having models play 20 games of AI Diplomacy against a fixed weak opponent.
Visit artifact →Live leaderboard measuring humor-preference alignment, scored from thousands of real human-judged rounds.
Visit artifact →Open-source repository extending the board game Diplomacy with LLM-powered agents that maintain state, form relationships, negotiate, and make strategic decisions.
Visit artifact →Technical Capabilities
Only publicly documented capabilities are shown. Absence does not imply the capability is unavailable.