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 »
WASHINGTON – Medicare began reviewing a list of procedures in advance in six states on 1 January 2026. The companies that grant or refuse that review are paid out of money Medicare does not spend. That is not an allegation. It is in the government’s own notice. The Federal Register notice says participants are “compensated …
What Medicare’s AI Prior Authorization Pilot Actually Does Read More »
OpenAI recently announced something extraordinary: an internal AI system had produced a proposed solution to the Navier-Stokes existence and smoothness problem, one of mathematics’ legendary Millennium Prize Problems. More precisely, the system constructed a finite-time singularity for the three-dimensional Navier-Stokes equations with a smooth external force, one of the routes permitted by the official …
Did AI Just Solve One of Mathematics’ Biggest Problems? Read More »
