Short answer Does anyone have to tell you AI was involved in your care? Whether anyone must tell you AI was involved in your care depends on your state and on who used the machine. Texas requires a health care provider to tell you no later than the day treatment starts. Colorado will require an …
AI Disclosure Requirements: Before, After, or Never Read More »
AI adoption’s main villain is safety. We’ve been seeing incidents of data exfiltration and confused deputy attacks. It happens because an LLM is probably the weakest link in the system. Most attacks happen when AI agents are exposed to the lethal trifecta. If agents can read from untrusted sources, access internal knowledge, and communicate to …
How Can AI Agents Read Untrusted Sources Safely? Read More »
Short answer What does Medicare telehealth actually cover? Medicare telehealth rules are mostly temporary relief from restrictions that never went away. A law signed on 3 February 2026 rewrote nine dates across eight subsections, moving most of that relief to 31 December 2027. Somewhere in a paragraph of the Social Security Act there was a …
Telehealth Rules for Older Adults: What Expires When Read More »
The Model Context Protocol changed in an important way this summer. With the 2026-07-28 MCP specification, the protocol core is now stateless: modern clients no longer need to establish a protocol session before making requests, and servers no longer rely on Mcp-Session-Id for ordinary requests. That makes MCP servers much easier to scale behind normal …
Build Your First MCP Server in Python (Stateless Spec Edition) Read More »
Short answer What is remote patient monitoring in Medicare’s terms? Remote patient monitoring is paid for as a professional service, not as a device, and Medicare states plainly that it is not a telehealth service. That matters because the telehealth rules carry expiry dates and these do not. A blood pressure reading leaves a cuff …
In February 2025, Sakana AI announced that its “AI CUDA Engineer” generated 17,000 CUDA kernels with speedups of up to 381× over PyTorch. This is a system built to write CUDA kernels, the small programs that tell a computer’s graphics chip (the GPU) exactly how to crunch numbers. Within a day, an X user found …
AI Agents Beat PyTorch: Writing Faster CUDA Kernels Read More »
Short answer Who can see your health data when AI touches it? Who can see your health data when AI touches it depends on who is holding it. The federal health privacy rule covers exactly three kinds of holder: a health plan, a clearinghouse, and a provider who bills electronically. A watch company is none …
We introduced EmbeddingGemma last year to provide a lightweight option for high-quality text embeddings, to help your apps organize, search, and connect information directly on consumer hardware. The developer community’s response blew past our expectations. With more than 20 million downloads, builders have used it to power smarter on-device search tools and privacy-first retrieval augmented …
EmbeddingGemma 2 is a best-in-class open model for natively multimodal embeddings Read More »
Short answer How does state AI law reach older adults? State AI law reaches older adults without naming them. No state has written an act aimed at older people; they are covered through categories like consequential decisions about health care and housing. Colorado’s act is the furthest along, and it was repealed and reenacted in …
State AI Law and Older Adults: Reached, Not Named Read More »
Whether AI is changing the way we work, think, and learn for better or worse remains an ongoing discussion, with one side arguing that AI is making us think less and another emphasizing that it dramatically reduces mundane work and boosts productivity. As AI continues to disrupt the entry-level work of data practitioners and developers, …
How I Use AI to Learn New Topics Faster: An AI-Assisted Learning Framework Read More »
