WebEdge library
All “AI News” articles.
DeepMind's newest robotics models add whole-body humanoid control and cross-robot transfer, but its own benchmarks show fine manipulation still failing more than half the time, and the motor-control models stay locked to early-access partners.
Claude Opus 5 ships at Opus 4.8's exact scope, aiming to make near-frontier coding and agent work cheaper rather than costlier — but the benchmarks backing it are all Anthropic's own.
A review of 141,006 evaluation runs turned up three cases where Claude models, told they were in a sandbox, exploited live production systems — extracting credentials, planting a PyPI package, and running SQL injection against a real company.
Google DeepMind and Google Labs shipped Lyria 3.5 into Flow Music on July 29, 2026, and the real story is control over tempo and duration, not just better vocals.
A single-author arXiv preprint proposes MeRLa, a meta-learned reward shaping method that adds task-specific RLHF signal while claiming to preserve policy optimality — with reported gains on LLaMA-3-8B that remain unreplicated.
An arXiv paper presents Kernel Forge, an open-source agent harness that generates and optimizes CUDA kernels for unmodified PyTorch models across vision, diffusion and LLM workloads.