
Anthropic has opened a research preview of the Model Hardware Standard (MHS), a shared specification that lets AI agents discover and operate physical devices. The problem it targets is plumbing. A lab bench or factory cell is assembled from vendors that never planned to interoperate, so every instrument ships its own interface and specialists hand-write bespoke translators between each pair. According to Anthropic team, the setup normally takes weeks to months, and that MHS cuts it to hours or
Will Anthropic's Model Hardware Standard GitHub repository appear publicly by September 7, 2026?
Resolves by Sep 7, 2026
Anthropic has released a research preview of the Model Hardware Standard (MHS), a shared specification that allows AI agents to discover and operate physical devices without custom translators. Currently, when laboratory or factory equipment from different vendors needs to work together, specialists must hand-write custom code to connect each pair of devices, a process that typically takes weeks or months. MHS standardizes how devices communicate by exposing basic operations like read and write functions, along with safety information, reducing setup time to hours or minutes. The specification is model-agnostic and works through standard protocols, though it still requires human supervision as AI systems have limitations in physical reasoning.

The three-year-old startup says it reached $15 million in ARR and profitability before raising its latest $15 million round.

“AI creator” accounts like Aitana Lopez will get a new “AI-generated profile” label. | Image: Aitana Lopez Instagram is finally taking steps to address the rise of fake AI-influencer accounts that have gotten harder to spot. It's also renaming the "AI creator" label to "AI-generated profile" to make it clear when a profile features an AI-generated person that's not a real human being. "We've heard that people don't like seeing a profile that seems human, only to find out later

Circleback is also introducing new pricing plans starting from $14 per month
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