AI insights, guides, and comparisons
Explore the latest articles on AI tools, workflow trends, product comparisons, and practical use cases.
The EU AI Act Deadline Nobody's Ready For
By December 2, generative AI on the EU market needs machine-readable watermarking. Most teams I ask have not started.
A 27B Model Beat the Frontier on the Only Task I Care About
Holo4's 27B open model did my classification job better than the flagship, because the job wasn't hard, it was specific.
The Quiet Headline From DevDay: MCP Events
OpenAI adopting the MCP Events spec means an integration you build once can now serve three ecosystems.
arXiv Had to Cap Submissions. I Read Why.
AI-assisted writing doubled the volume to 40,000 submissions a month. The cap is a symptom, not the disease.
I Paid for the Pro Tier and Still Did the Work Myself
The subscription didn't write the thing. I did. The tool just removed the blank page, and that's worth the price.
I Let OpenAI's Dots Run My Inbox for a Week. It Missed the Point.
The autonomous agent cleared my inbox. It also cleared the emails I actually needed, and learned nothing about why.
ElevenLabs at $22B Means Voice Cloning Is a Real Business
A $300M tender valuing ElevenLabs at $22B, with agents at 55% of revenue, says voice is infrastructure, not a gimmick.
Open Weights Had a Quietly Good Month
While the frontier stayed gated, the open-weight corner shipped real models you can run yourself.
California Said a Bot Can't Fire You. Good.
SB 947, the No Robo Bosses Act, bars AI as the sole basis for discipline or termination. It's a small, right line.
The Best Model This Month Is the One You Can't Use Yet
Gemini 4 Argon tops the benchmarks and launched behind a defenders-only door. 'Released' and 'available' have split for good.