AI News

AI is draining memory supply to feed data centers, and the shortage is hitting device prices. Heres how the AI tax works.

Qwen3.8-27B beats Claude Opus 4.6 Max on coding and agent benchmarks. Developers are already squeezing it dry.

A Fields medalist explains why AI math wins are counterexamples, not proofs — and what that means for future research.

COLM 2026 papers find hidden costs in Transformer defaults: QK-norm, GQA, sliding-window attention, and layer pruning.

Alipay AHA protocol moves AI agents from chat to action, showing why service connections now beat raw compute.

Stripe is buying OpenRouter for over $7 billion — a 50x-revenue bet on the AI routing layer. Here is why.

Canva cut its growth forecast; Figma costs jumped 117 percent. AI turns SaaS into gym-membership pricing.

HelixWorld 1.0 streams 24 FPS video with 48kHz stereo audio in real time. Sound and picture come from one Transformer.

Oracle turns the database into an agent platform with in-database memory, SQL-built agents and a production-first ROI method.

MCP goes stateless: new headers let gateways route and limit agent traffic without parsing bodies. Is this just REST?