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Mingchuan Chengleft a comment
Hi all, I'm Mingchuan, first-year CS+Math student at Stanford. I have a lot of background in academic research, having worked for 2.5 years at the Utah Neurorobotics Lab, to build better prosthesis control systems. I'm currently working at the NLP group at the Stanford AI Lab, doing RL research for advanced mathematical reasoning. Through my experiences, I've realized how difficult it is to...
CyrisTurns every AI decision into audit-ready evidence
Your AI agents make thousands of decisions a day. Can you prove what they did?
Cyris auto-instruments 12+ LLM providers (OpenAI, Anthropic, Bedrock, Gemini, Ollama, more) with zero code changes. Every decision is logged into a tamper-proof, hash-chained audit trail.
When a hospital sends a 200-question security questionnaire, Cyris auto-fills the answers from your real agent data in 90 seconds.
Two lines of code. Agents discovered in 10 seconds. Your next compliance review writes itself.
CyrisTurns every AI decision into audit-ready evidence