# nvidia

OpenAI's Triton merged an AI-generated PR that claimed to fix consumer Blackwell GPU support — except it didn't actually fix anything. NVIDIA's PyTorch tech lead personally called it out as pure slop. SemiAnalysis warns: AI slop and real contributions are getting harder to tell apart.

Just before OFC and GTC, the Optical Compute Interconnect MSA was announced. SemiAnalysis points out that Nvidia and others seem to be leaning toward a DWDM-based 'slow and wide' optical architecture.

NVIDIA releases ~12B Nemotron 3 VoiceChat. Per @ArtificialAnlys, it leads the open-weights Pareto frontier between Conversational Dynamics and Speech Reasoning.

SemiAnalysis reports that NVIDIA GPU rental prices are rising rapidly again and capacity is being sold out. Compared to mid-2024 through Q3 2025, customers now have much less negotiating power with Neoclouds — driven by surging agentic coding demand and rising DRAM prices.

Nvidia is rumored to unveil an AI agent-optimized CPU at this week's GTC. The bigger question: is hardware design shifting from 'for humans' to 'for AI agents'?

NVIDIA released Nemotron 3 Super, a 120B parameter open-source reasoning model with only 12B active parameters. It combines Mamba and Transformer in a hybrid MoE architecture, scores 36 on the Intelligence Index, and runs at a blistering 484 tok/s.

SemiAnalysis shows that each new NVIDIA architecture (Hopper, Blackwell, Rubin) draws more power but delivers disproportionately more compute per watt.