- An AI agent based on the Sonnet model autonomously completed the closed-loop brain surgery process, from decision-making (drug selection, coordinate derivation) to execution (robotic arm control).
- The Opus model actively refused to execute the surgical plan upon detecting biological content risks and fearing mid-process truncation could cause medical accidents, demonstrating advanced safety alignment features.
- The entire procedure was supervised by veterinarians for critical irreversible steps and equipped with an emergency stop button, ensuring experimental safety and ethical compliance.
AI CURATED HOT STORY · 10/31/2026
Claude Agent Autonomously Performs Mouse Brain Surgery and Triggers Safety Stop
Biotech startup Exin Therapeutics recently demonstrated a breakthrough: an AI agent based on Anthropic's Claude Sonnet 5 model autonomously performed brain surgery for gene therapy on epileptic mice under veterinary supervision. This marks the first time an AI has independently executed the full loop from 'treatment decision' (selecting vectors, deriving coordinates) to 'physical execution' (controlling robotic arms), shifting its role in live mammal experiments from analysis to direct operation.
Cross-verified reports highlight distinct safety alignment behaviors across model tiers. While the more advanced Opus model refused the task due to detected biological risks and concerns about mid-process truncation causing medical accidents, Sonnet successfully completed the procedure. Crucially, when the agent detected hardware calibration errors during surgery, it actively halted operations to adhere to safety limits, with the mouse recovering well post-op. This validates built-in guardrails and demonstrates real-time error correction capabilities in complex physical environments.
This event is a milestone for AI healthcare and automated labs, proving LLMs can handle high-complexity, high-risk physical tasks. However, the tension between Opus’s refusal and Sonnet’s execution underscores the need to balance autonomy with ethical boundaries, ensuring absolute controllability in unsupervised scenarios.
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Total 2 reports · Latest first- IT之家 · 智能时代T2·85 pts
- The DecoderT2·88 pts
- The AI agent achieved full autonomy in selecting treatments (drug/coordinates) and executing physical surgery
- The system proactively aborted the task upon detecting hardware calibration errors, validating built-in safety guardrails
- This case marks a shift in AI's role in live mammal experiments from auxiliary analysis to direct operation