
Meta's youth safety trial could rewrite how…
Four states opened trial in Oakland arguing Meta designed Instagram and Facebook to hook kids. Remedies could reach into infinite scroll, push alerts, and model training on minors' data.
Notes from the trenches on AI engineering, LLM apps, and the full-stack work that holds it all together.

Four states opened trial in Oakland arguing Meta designed Instagram and Facebook to hook kids. Remedies could reach into infinite scroll, push alerts, and model training on minors' data.

Why naive chatbots fail on Arabic, Spanish, and code-switched WhatsApp or voice traffic, and the engineering stack I use instead: detect, normalize, retrieve natively, reply natively, and score quality per language.

PORTS-Pike in Pike County, Ohio will host up to 8 GW of OpenAI capacity on Nvidia's exclusive stack. Jobs, grid upgrades, community funds, and the financing story behind the headline.

Reddit's Read/Play test adds AI-narrated audio and video for select English posts. Original threads stay interactive while Reddit chases formats already popular on TikTok and Reels.

Bloomberg says Stripe is near a $7B+ deal for the LLM routing marketplace. Why payments owning the model layer matters for builders shipping multi-model agents.

Vivodyne runs 12 robotic HIVE labs that dose, scan, and analyze lab-grown human tissues at scale. The pitch is a world model of human biology that catches bad drugs before trials.

Anthropic is rolling out SynthID-style text watermarking globally to meet the EU AI Act. No hidden characters, no extra cost, no user tracing. Detection still needs length and a key.

Dr. Shanmu Jin proved Crouzeix's conjecture with GPT-5.6 Sol in ChatGPT Work mode. The scarce skill is no longer finding ideas. It is verifying them fast.