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lab automation

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Oct 20, 2026 · Artificial Intelligence

Jiuwen Symbiosis: Physical Agents Execute AI-Designed Experiments in Automated Labs

Huawei's openJiuwen team introduces Jiuwen Symbiosis, a physical agent system that uses a perception-planning-execution-feedback loop, execution memory, and safety guardrails to dynamically orchestrate heterogeneous lab equipment, enabling AI-designed experiments to run reliably in automated wet labs.

agent loopexecution memoryheterogeneous devices

0 likes · 14 min read

Jiuwen Symbiosis: Physical Agents Execute AI-Designed Experiments in Automated Labs

Machine Heart

Sep 19, 2026 · Industry Insights

Anthropic's Wet Lab Push: AI-Guided Biology Beyond Drug Discovery

Anthropic has quietly established a wet laboratory in the Bay Area to pursue AI-driven biology research, with Claude potentially guiding robotic experiments, though the lab is not solely for drug discovery; the company balances automation ambitions with safety concerns while investing heavily in life sciences through acquisitions and partnerships.

AI safetyAI-driven biologyAnthropic

0 likes · 9 min read

Anthropic's Wet Lab Push: AI-Guided Biology Beyond Drug Discovery

Design Hub

Aug 29, 2026 · Artificial Intelligence

How AI Is Gaining Lab Hands and Eyes: Inside Anthropic’s Model Hardware Standard

Anthropic’s Model Hardware Standard (MHS) provides a shared driver‑based specification that lets AI agents safely orchestrate microscopes, liquid‑handling workstations, and robotic arms, with six early case studies showing dramatic speedups, reproducibility gains, and the remaining limits of physical understanding.

AI AgentsAnthropicMHS

0 likes · 20 min read

How AI Is Gaining Lab Hands and Eyes: Inside Anthropic’s Model Hardware Standard