Short answer What does the law mean by care at a distance? Care at a distance is not one thing in law. A technology is sorted into a benefit category first, and the category decides the rules. A service delivered by a person follows one rulebook. A thing supplied to a home follows another. A …
On September 8, 2026, Meta launched Muse, a personal AI agent designed to do more than just answer questions. Muse can browse websites, connect to your apps, send emails, make purchases, fill out forms, manage longer-running goals, and continue working even after you close the app. Chatbots such as the early versions of ChatGPT mostly …
Meta Muse Explained: What It Is, How It Works, and What It Can Do Read More »
Short answer Who decides what Medicare and Medicaid pay for? Four separate programs decide what Medicare and Medicaid pay for, and each sets a different floor for who must sign a denial. Medicare Advantage needs a licensed clinician. Medicaid managed care needs only a person with appropriate expertise. Regular Medicaid sets no rule at all. …
This time last year, I released a Deeplearning.ai course with Andrew Ng on Governing AI agents with the goal of educating developers on the basics of data protection for effective and responsible agent deployment. The motivation for the course came from IBM’s 2025 breach study, which found 97% of the organizations that suffered an AI-related …
SILVER SPRING, MD – There is now a written rulebook for software that suggests you may have a heart condition. The FDA published it on 11 September 2026. It took effect the same day. The rule does two things at once. It makes this kind of software easier to bring to market. And it sets …
Software That Flags a Heart Problem Now Has Its Own Rulebook Read More »
Newcomers headed for data and AI work tend to treat the basics of Python as a waiting room. The plan is often just to get through them quickly and arrive at the prime time libraries, where the real work is assumed to happen. It is an understandable plan. However, it produces a particular kind of …
Python Foundations for Engineering: A KDnuggets Cheat Sheet Read More »
WASHINGTON – Social Security has rewritten the medical rules it uses to decide disability claims involving the heart and the blood vessels. They take effect on 30 October 2026. The new criteria will not wait for new applications. The rule names both groups. Here is the sentence that does it. “to new applications filed on …
Social Security Rewrites Its Heart Disability Rules Read More »
Enabling coding and enterprise workflows across domains Gemini 4 Argon’s capabilities across coding, reasoning, and multimodality and its ability to sustain long, multi-step tasks enable it to excel across a range of enterprise workflows. Google engineers have been using Argon for their daily tasks, from everyday debugging to large-scale codebase migrations and algorithm designs. It …
Short answer Where do Medicaid managed care rules actually live? Medicaid managed care rules live in title 42 of the Code of Federal Regulations, part 438, which holds eleven subparts. Grievances and appeals sit in subpart F. The rule on who may deny a service sits at section 438.210, inside subpart D. Hunting a rule …
In their paper FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance, Lingjiao Chen, Matei Zaharia, and James Zou describe three ways to cut the cost of calling a large language model (LLM). They call these prompt adaptation, LLM approximation, and LLM cascade. The authors report that their cascade tries cheaper …
Can an Apartment Search Agent Call the Model Fewer Times and Still Find Good Matches? Read More »
