Softtechhub

ZYFA is Zyphra’s Apache 2.0 FP8 attention kernel for AMD MI355X: 1.16 to 1.76 times faster than AITER on real activations, with 62 to 78 percent lower error.

Google Vids now runs Omni 1.2 Flash: free 15-second AI videos for any Google account, plus a GA API with 30 percent lower pricing and multi-turn editing.

Claude Personal Finance connects US bank accounts through Plaid, read-only, answering spending and debt questions with real numbers. What it does and doesn’t.

Together Compiler is Together AI’s agent loop that keeps re-optimizing inference as traffic shifts, reaching up to 2.6x TPS over published configs in 24 hours.

GPT-Image-2.6 splits into Flare for speed and Sunburst for edit consistency, adds GIF and SVG output, and a free complexity dial. What actually changes.

Agile Deliberation is Google Research’s open framework for image classifiers around subjective concepts. How borderline images replace labeling.

Droid 1.0 makes programmatic tool calling the default: one request drives hundreds of tool calls. What the Terminal-Bench results show, and what they don’t.

dsh-superagent is DeepSeek’s MIT-licensed prototype: a routing agent that turns GitHub mentions into parallel tickets and speaks only when it matters.

Drex Max v1 is Nace AI’s open-weight 27B decision model: typed questions in, probabilities out, one forward pass, on a 24 GB Mac. What the data really shows.

qwenGPU compiles a 4-lane SIMT GPU into Qwen3.5-2B weights, running real CUDA in forward passes. How it works, what it proves, and why it stays a research demo.