and other physical devices. Super cool direction and in a space that makes a lot of sense (robots， lab equipment， @anthropicai: Today， factories to more easily integrate advanced AI models into their equipment. It's a universal standard that works with any LLM， Tobin South / @tobinsouth: This is an unbelievably important moment. In the same way that MCP incentivizes vendors to build interpretability with AI systems， robotic arms，。
liquid handlers， science， particularly for critical infrastructure， giving Claude access to robots， MHS will drive hardware towards the same compatibility with AI. We will look back on this as the start of the hardware agent revolution. Pratham / @prathkum: Holy shit! This might be one of the most underrated releases of the year. Anthropic just gave Claude the ability to control physical lab equipment like microscopes， have been historically under-resourced and need a surge in tools @pennycheck: nobody is ready for the scale of attacks coming ... ， AI agents used MHS to: Run a drug-discovery experiment with real-time error handling at Genentech Compress an imaging experiment from weeks to a day at HHMI Janelia Research Campus Improve laser stabilization on QuEra's quantum computers from 58% to 99.3% @ckcapitalxx: Frontier AI companies just published a document telling every organization on earth to treat security as an emergency and raise their budgets immediately. Security teams， not just Claudebut the equipment must have the right programming interface. https://fortune.com/... @anthropicai: In early testing。
lasers. The results are wild: - QuEra had Claude fix quantum computer lasers David Soria Parra / @dsp_: This is an incredible step forward to safely enable science and developers working with hardware. I was lucky enough to see this first hand working in a lab and I see the potential for a true standard in the domain. It's something I truly hope accelerates science. Eric Provencher / @pvncher: Did Anthropic invent the matter protocol from first principles? Jake Eaton / @jkeatn: this video has been circulating within Anthropic like DFW's samizdat because there is a moment in which everyone watching it reliably starts crying tears of joy and wonder. i've seen it a dozen times now and it still works every time Emily Forlini / @emilyforlini: Today Anthropic debuted a new way for scientists， we're kicking off the first phase of the research preview for Model Hardware Standard (MHS): a new standard for AI agents to safely operate physical equipment in scientific research and advanced manufacturing. Read more: https://www.anthropic.com/... Derya Unutmaz / @deryatr_: The Model Hardware Standard (MHS) from Anthropic is excellent for linking AI agents to physical equipment. This will be very important in wet labs. I suggest other frontier labs create such MHS standards. The next stage in agentic AI is beyond the computer: the physical world. Marco Mascorro / @mascobot: This Anthropic launch feels a lot like a soft launch into the physical world. MHS is like an MCP for the physical world。