Tools

Agent Lightning positions itself as a trainer for existing agents with near zero code change, backed by an arXiv paper on reinforcement learning for agent systems.

Together AI says Aurora learns from live inference traces and delivered a 1.25x additional speedup over a strong static speculative decoding baseline.

Google says using Gemini API Docs MCP with Agent Skills reached a 96.3% pass rate and used 63% fewer tokens per correct answer on its eval set.

Google says Veo 3.1 Lite is now in paid preview through the Gemini API and AI Studio, priced at under half of Veo 3.1 Fast while keeping the same speed for high-volume video workloads.

The Composer 2 technical report describes a two-phase training stack and a benchmark built from real software engineering tasks for long-horizon coding evaluation.

Hugging Face released Transformers.js v4 with a new WebGPU runtime, broader JavaScript runtime support, and major performance gains that make local AI deployment more practical.