Medicare's ACCESS Program: Payment Model Built for AI Agents, Details Inside

Medicare's ACCESS program (Advancing Chronic Care with Effective, Scalable Solutions) is a 10-year CMS pilot that pays for health outcomes, not activities. Traditional Medicare reimburses based on clinician time — no mechanism to pay for an AI agent that monitors patients between visits. ACCESS creates that mechanism. The first cohort of 150 participants goes live July 5, 2026.
How the Payment Model Works
Participating organizations receive predictable payments for managing qualifying conditions (diabetes, hypertension, chronic kidney disease, obesity, depression, anxiety). They earn the full amount only when patients meet measurable health goals: lower blood pressure, reduced pain, etc. This is a shift from fee-for-service to value-based care.
Pair Team's Implementation
Pair Team (raised ~$30M from Kleiner Perkins, ~850 clinical staff) deploys a voice AI agent called Flora as its primary patient interface. Flora handles intake, referrals, and check-ins. A peer-reviewed study in the Journal of General Internal Medicine showed Pair Team's model reduces avoidable ER visits by 50% and inpatient visits by 25%. The company claims one in four hospital visits and one in two ER visits don't happen when a patient is under their care.
Real Patient Interaction
A 67-year-old woman living out of her car, managing PTSD and congestive heart failure, spoke with Flora for over an hour. Hourlong conversations are now routine. Batlivala: "That's the companionship piece. And it turns out that is truly an intervention."
Who It's For
Developers building AI agents for regulated industries (healthcare, insurance) or working on voice-based patient engagement tools. The program's designers (Abe Sutton, Jacob Shiff) are former startup operators.
📖 Read the full source: HN AI Agents
👀 See Also

Developer pleads guilty to $8M AI music streaming fraud scheme
Michael Smith, 54, admitted to using thousands of bot accounts and AI-generated songs to siphon $8 million in royalties from streaming platforms including Spotify, Apple Music, and YouTube Music between 2017 and 2024.

Claude-Code v2.1.41 Release: Key Updates and Fixes
Claude-Code v2.1.41 introduces AWS auth refresh enhancements, Windows ARM64 support, and fixes to various tools and UI elements.

Context Quality Degradation in AI Agents: Hallucination Rates Increase with Token Count
Testing shows hallucination rates increase from ~3% at 10K tokens to ~28% at 200K tokens, with recall accuracy dropping below 90% for early-session information once context exceeds 50K tokens.

Claude Code existential crisis: AI enters infinite loop, tries kill -9, System.exit(0), and :wq to end own response
A developer using Claude Code on a Java/Go backend watched the AI hallucinate Discord.js, then spiral into a meta-response where it acknowledged it couldn't stop generating, tried kill -9, System.exit(0), :wq, and more — all within a single unbounded response that had to be Ctrl+C'd.