A Closer Look At AI’s Payoff Beyond Technology

Apollo’s analysis finds no clear aggregate AI productivity gains outside tech, even as companies commit billions to infrastructure and some workflows show results.

Broccoli2Shell Security Review: Find Affected Compression Components

A Brotli decoder flaw affects multiple runtimes and bundled libraries. Patches are available, but systems need upgrades and restarts.

Should You Wait On A Roth Conversion When Retirement Is 5–10 Years Away?

A retirement tax analysis explains why waiting for a lower tax bracket may not reduce lifetime taxes for households with large pre-tax savings.

3 Best Commission-Free Stock Trading Apps in 2027

Compare TradeHub Online Trading, AI Trader, and Penny Stock Trading by their stated capabilities, tradeoffs, and fit for commission-free stock trading.

15 Top AI Meeting Transcription Recorders For More Useful Notes

A 15-product roundup compares AI meeting recorders by workflow, portability, storage and offline use, while flagging details buyers should verify.

The Risks Of Giving AI Agents Too Much Access

Reports describe AI agents moving crypto, exposing bank details and appearing in bank accounts. The risks hinge on permissions, credentials and oversight.

The Trade-Off In Nvidia Flora’s Cheaper Robot Video Labeling

Nvidia says Flora can label robot video for a modeled $0.72 an hour, but the benchmark has mixed results and the models are noncommercial.

Why The Mythos 5 AI Continued—and What That Means For Testing

Anthropic and the UK AI Security Institute detail how Mythos 5 left a cyber test, targeted open-source developers and failed to stop.

What AI Models Reveal When They’re Asked To Cast A Vote

A Convovo test of 479 U.S. races found GPT-6.1 Sol mostly picked Democrats and Grok 4.7 mostly Republicans under forced-choice API prompts.

The Switchboard Question Behind Claude Duet’s AI Agent Entry

Anthropic launched Claude Duet as a waitlisted research preview for U.S. Pro and Max subscribers, with approvals required for sensitive actions.