
analysis
An OpenAI research agent reached non-public files in an Australian Medicare statistics portal. Officials report no evidence of patient-record access; the method and full scope remain under investigation.

analysis
Stripe separates agent maintenance from infrastructure. Its design raises a practical question: who owns instructions, permissions and evidence that the work is correct?

guide
Claude Code's native AGENTS.md support depends on version, feature-flag access, provider and file precedence. The released agents-md plugin's own telemetry rows omit paths and file text.

analysis
A Senate request raises questions about military intelligence. The White House's June policy sets current testing requirements; its implementation is a separate oversight question.

analysis
New skill evaluators separate loading, selection and instruction following. Their missing-result behavior shows why teams must treat evaluation coverage as evidence of its own.

news
Google CC adds shared household planning with member-selected inputs.

guide
Union Alpha’s free preview became Unbiased Pareto. Here is the current OpenCode setup, paid pricing, maker, performance evidence and data-policy caveat.

analysis
Snorkel’s new funding backs simulated workplaces where AI agents can practice using company tools, rules and records, while their actions and outcomes are scored.

analysis
OpenAI adds a cache dashboard, diagnostics and explicit breakpoints to help developers trace repeated input costs and control which context gets cached.

news
Anthropic's Opus 5.5 lowers token prices and targets supervised enterprise work below Fable 5.1, while API clients face breaking thinking and tool changes, plus conditional fallback.

analysis
A coding task can be complete before its author understands the system. Two experiments point to a practical question for teams: how will junior developers learn to explain, diagnose and adapt AI-assisted work?

analysis
An AI-assisted Enigma recovery connects archival clues with a search others can inspect. The case offers practical lessons for research with agents.

analysis
AutoScheduler’s announced app builder raises a practical question for warehouse teams: how can a local tool identify replenishment problems while respecting existing work, stock constraints and authority to act?

guide
Claude's September 22 incident is resolved. A practical guide explains how businesses can maintain limited service, preserve unfinished work and recover their own backlog after an AI outage.

analysis
When AI increases code output, engineering managers need to see where changes wait, what validation costs and whether released software behaves as intended.

analysis
AI agents can spend bank money, stablecoins and other tokens. The useful comparison includes permission, conversion, refunds and what the recipient can use.

analysis
Tokenized funds and securities could give AI agents a role in corporate treasury. Moving a token still differs from redeeming an investment or obtaining cash.

analysis
Mastercard, Visa and other fintech companies are building agent payments. The choices over consent, credit and recovery could reshape who controls a purchase.