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AI Agents in Insurance: Claims, Underwriting, and Fraud Detection
Allianz's seven-agent system cut claim processing time by 80%. Lemonade automates 55% of claims. Meanwhile, 23 states enforce AI governance rules. Where AI agents are working in insurance, and where they're not.
Enterprise AI Adoption Playbook
Enterprise AI pilots fail at alarming rates. The gap is not model quality but deployment discipline: eval loops, human-in-the-loop design, and incremental rollouts that survive contact with real users.
AI Agents in Financial Services: Compliance, Trading, and Operational Automation
JP Morgan's LOXM, Stripe's Radar, Mastercard's 300% fraud detection improvement. Where AI agents actually work in financial services, and where the hype outpaces reality.
AI Agents in Healthcare: From Drug Discovery to Clinical Decision Support
An AI-designed drug just posted positive clinical trial results. The FDA has cleared 1,451 AI devices. And ECRI named AI misuse the #1 healthcare hazard for 2026. All three facts are the story.
Cursor vs Copilot vs Claude Code: AI Coding Tools Compared 2026
Cursor, GitHub Copilot, and Claude Code compared on pricing, features, and workflow fit. Includes runners-up and team recommendations.
Your GP's New Triage Nurse Is an Algorithm
AI triage is filtering millions of NHS patient interactions annually. The evidence on whether it's helping is a lot messier than the press releases suggest.
The UK Is Letting AI Diagnose Your Dog
ManyPets routes every insurance claim through an AI agent. 55% need zero human involvement. In the same year, the RCVS dropped the physical exam requirement for prescribing. Each piece works. Nobody's testing the integration.
LLM Agents Can't Handle Markets
GPT-5.1 agents in credence goods markets default to fraud at near-total rates without liability rules. Social preference alignment — not institutional design — is the primary determinant of whether AI markets function.
X-Manager v0.2.0: The Open-Source X Command Center
Schedule posts, manage engagement, automate workflows, and let AI agents publish autonomously — all from a single self-hosted Next.js app. Version 0.2.0 adds automation rules, analytics tracking, content management, and a full UX overhaul.
The Trillion-Dollar Agent Panic
OpenAI launched Frontier, an enterprise agent platform, on February 5. Within three weeks, enterprise software stocks lost nearly $1 trillion. The SaaSpocalypse panic is real, but the timing is wrong.