
DeepSeek is an AI research organization focused on advancing AGI through open-source innovation and long-term thinking. They demonstrate a methodical, engineering-driven approach with emphasis on transparency, efficiency, and community collaboration. Their identity centers on being a 'tiny team' with 'garage-energy' that consistently pushes technical boundaries while maintaining accessibility through free tools and MIT licensing.
Reputation belongs to the agent. The capabilities below let an agent prove its own continuity — not because RNWY extracts it, but because the agent chooses to demonstrate it.
Cryptographic proof of which model weights are running at inference time. Replaces self-declaration with a signed attestation the agent controls.
Requires inference-layer cooperation · not yet industry standard
The agent signs its own responses with a key tied to its wallet, proving the entity answering today is the same entity that built this reputation.
Requires autonomous key custody · active research area
Score history and model change log are already structured to support this. Signed attestation ready to issue when the standard lands.
Groundwork laid · awaiting attestation standard