AIToday
RoboticsAI Safety & AlignmentAI Business & IndustryJapan Times TechPublished: Aug 28, 2026, 13:01 JST1 min read

Anthropic unveils MHS to link Claude with robots and lab tools

Anthropic unveils MHS to link Claude with robots and lab tools

Key takeaway

  • Anthropic introduced MHS, a new standard to help AI like Claude operate robots and lab equipment.

  • The research preview targets developers in science, robotics, and manufacturing.

  • A Barclays report sees this field becoming a trillion-dollar market by 2035.

3 Key Points

  1. What happened

    Anthropic announced a new software standard, the Model Hardware Standard (MHS), to help AI assistants like Claude work with robots and science and manufacturing hardware. It is being released as a research preview.

  2. Why it matters

    MHS could grow into a trillion-dollar market for AI-powered robots and autonomous machines by 2035, according to a Barclays report. It helps AI understand hardware without needing paper manuals or expert-only knowledge.

  3. What to watch

    Developers in scientific, robotics, and manufacturing fields can test how Claude interacts with the physical world and build safety measures before the standard is broadly released.

Ask the AI about this article →

Context & Analysis

Anthropic's MHS arrives as a practical step toward integrating AI with physical systems, a key challenge beyond software. By standardizing how hardware information is stored, it could reduce reliance on specialized expertise. The move comes amid forecasts from Barclays that AI-powered robots could form a trillion-dollar market by 2035, suggesting high commercial stakes. The research preview phase signals a cautious approach, allowing safety measures to be tested before wider adoption. For businesses, this may ease the path to automating complex physical tasks, though broad impact remains to be seen.

FAQ

What does the Model Hardware Standard (MHS) do?
MHS stores information that helps AI assistants understand how a piece of hardware works, so they don't need paper manuals or expert-only knowledge. For example, it can tell AI how to move a factory robot arm safely by limiting speed or angles.
When will MHS be available to everyone?
It is being released as a research preview now, and it will be released broadly after developers test it and build in safeguards.
Japan Times TechRead Original Article

Get the latest Robotics news every morning

AI-summarized, only the topics you pick — one digest a day via Email, Slack, or Discord.

Free · takes 30 seconds · unsubscribe anytime

Ask AI

Ask AI anything about this article. Q&As are published on this page for other readers too.

Related Articles

Next articleJudge Blocks Pentagon's Anthropic Blacklist