Short answer Does Medicare pay for a fall detection device? Original Medicare does not pay for a fall alarm or a medical alert system. The reason is a definition written around durable hospital equipment, which a wearable button does not fit, and no amount of medical need moves an item into a category it does …
Speeding up robotics development By bringing together advanced visual-semantic reasoning, deep physical understanding, and autonomous code generation, Argon unlocks new workflows across the robotics stack and accelerates progress toward physical AGI. This leap in capability is reflected in Argon’s performance on the Embodied Reasoning (ERQA) benchmark, which tests a model’s ability to understand and solve …
Short answer Who writes the rules where you live? Who writes the rules where you live depends on the home you mean. States license and inspect most of them. Washington sets conditions a facility must meet in order to take Medicare or Medicaid money, which is a different power from licensing and reaches a narrower …
Where You Live and Who Regulates It: Two Rulebooks Read More »
Suppose you’re on a game show, facing three closed doors. Behind one of them there is a car. Behind the other two are goats. You pick one, say door 1. The host knows what’s behind every door, and he opens one of the other two, say door 3, to show you a goat. Then he …
Inferring the Host: A Bayesian Look at the Monty Hall Problem Read More »
Short answer Which government licenses assisted living? Assisted living is licensed by states, not by any federal agency. Every state has at least one category of residential care, and the category on a building’s licence decides which rules apply to it. Federal rules still reach the building when Medicaid pays for the care inside. A …
Assisted Living Regulation: Whose Rulebook Covers You Read More »
Large language models are remarkable text generators, but they have a well-documented weakness: they hallucinate. Without access to verified, up-to-date information, they confidently produce plausible-sounding answers that are factually wrong. Retrieval-Augmented Generation (RAG) emerged as the standard solution, grounding model outputs in external knowledge sources and dramatically reducing hallucinations across enterprise applications. But as organizations …
Agentic RAG vs. Naive RAG: When Your Retrieval System Should Think for Itself Read More »
Short answer What did the federal staffing rule require? The federal hours per resident day minimums and the round the clock registered nurse requirement were removed by an interim final rule effective 2 February 2026. A statutory requirement survives: a registered nurse for at least 8 consecutive hours a day, seven days a week. On …
Nursing Facility Staffing: What Actually Applies Now Read More »
Gemini 4 Argon is a step forward in what models can do — especially when it comes to deep work in complex, real-world tasks across domains including coding, finance, legal, cybersecurity, and science. Its cyberdefense capabilities are frontier-level and designed to give defenders an advantage over attackers. To maximize its potential, we first wanted cyber …
Developing Gemini 4 Argon responsibly and safely Read More »
Short answer What does the law mean by memory care? Memory care is not a single legal category. What binds one building depends on which rulebook reaches it, and the federal training rule reaches only facilities in the Medicare and Medicaid programmes. No federal rule sets dementia training hours. Memory care. Two words, on a …
Previous article: When All You Have Are Decoders, Every Decision Looks Like Generation ContentsTLDRWhy we put decision models to the testWhy runtime candidates change the problemOne decision contract, three question typesSeven open projects to tryHow we compared themKeeping the comparison consistentWhat happened in the two panelsCan the model choose among the same routes?What if the …
Jev Your Engines: Seven Open Decision Models vs. a Generative LLM Read More »
