CUDA Toolkit 13.4 adds Windows on Arm support, Rubin preview

Reddit users discuss whether they trust Claude or other AI agents to triage real email inboxes, citing concerns about accuracy over time and the need to double-check filings. Few report letting agents fully manage email.

Terence Tao, a Fields Medalist, argues AI is solving fruitful open math problems faster than mathematicians can identify new ones. He suggests labeling problems "analysis-required" so bare AI answers without reasoning count for little.

NVIDIA's blog details EPD disaggregation for multimodal inference, claiming up to 5x faster time-to-first-token and 7x faster end-to-end response. It separates vision encoding from prefill/decode, best for image-heavy prompts and quantized MoE models.

On a new benchmark for AI agents that build other agents, Claude performed best but still passed fewer than a quarter of the tests. The benchmark, reported by The New Stack, highlights the difficulty of automating agent development.