Anthropic's latest Sonnet model brings notable improvements to reasoning, coding, and analysis tasks. Here's what changed and what it means for developers.
Xiaomi and TileRT achieved 1,000+ tokens per second (peak 1,200 TPS) on a 1-trillion-parameter model using a standard 8-GPU commodity node. No custom silicon required. The result comes from three co-designed techniques: FP4 quantization, DFlash speculative decoding, and the TileRT inference engine.
Cadence unveiled the industry's first fully autonomous AI chip design engineer at Computex 2026, extending ChipStack AI Super Agent to Level-5 autonomy. Powered by NVIDIA Nemotron models and secured by OpenShell runtime, it delivers 40x faster RTL validation cycles.
The AI music generation market has exploded in 2026. We compare Suno v4, Udio, Google MusicFX, and Stability Audio on audio quality, pricing, copyright clarity, and real-world use cases — so you can choose the right tool for your workflow.