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Handshake AI Reports $1 Billion Gross Annualized Revenue From Expert Data

Handshake AI hit $1 billion in annual revenue by building RL environments and benchmarks for finance, biology, coding, and alignment, yet frontier models still fail many of its specialized tasks.

Handshake AI reported that it has reached $1 billion in gross annualized revenue. The company generates this revenue by building specialized reinforcement-learning environments and benchmarks for domains including finance, biology, coding, and alignment.

The firm’s examples indicate that frontier models continue to fail many context-specific rules and scientific-image tasks, even within the environments it has constructed.

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