Bob M

Your AI coding tool just rewrote an entire 200-line function to fix a single off-by-one error. Tests pass. Diff looks reasonable. Ship it. Except something quietly broke. The function is now 340 lines. It has None checks, np.asarray conversions, finite-value masking, array validation that wasn't there before.

$60 billion. That's what SpaceX agreed to pay for Cursor, the AI coding IDE you've probably been using if you're doing any serious AI-assisted development. The deal structure is $10 billion upfront for services and option rights, with a $60 billion strike price if

22 months. That's how long an attacker had access to Vercel's internal systems before anyone noticed. If you're running anything on Vercel, that number should concern you more than whatever model dropped this week. Vercel disclosed a security incident on April 19th. A compromised

Two Chinese AI labs released frontier-level coding models on the same day. Both claim benchmark leadership. Both are available via API right now. One costs $1.3 million per million tokens. The other costs under a dollar. That's the commoditization story in two numbers. And if you'

Kimi K2.6 spent 12 hours optimizing a production financial engine. The result was a 185% throughput improvement. Here's what's actually interesting about that. For years, AI coding tools have been autocomplete on steroids. Write some comments, get some suggestions, copy the output. Useful but narrow.

A developer just ported Microsoft's image-to-3D AI model to Apple Silicon. No cloud required. No NVIDIA GPU needed. Just an M4 Pro and 3.5 minutes. Microsoft's TRELLIS.2 is a 4-billion parameter model that converts single photos into 3D meshes. Until last week, you needed