AIAug 25, 2026NVIDIA Developer
CUDA Python 1.0: Stable APIs, One Foundation, Full Platform Access
CUDA Python 1.0 is primarily a governance milestone: stable interfaces and shared primitives can matter more than another layer of Python convenience.
Desk
AI
Broad artificial intelligence coverage.
AIAug 25, 2026Hugging Face
Quantization-Aware Healing: a compressed, 4-bit model that outperforms its full-precision original
Quantization-aware healing challenges the assumption that smaller 4-bit models must trail their full-precision checkpoints, but its comparison needs careful reading.
AIAug 25, 2026MIT Technology Review
I spent a day at a robot “carnival” in Shanghai. Here’s what I saw.
Shanghai’s robot carnival shows China selling humanoids as public culture before the machines have proved they are the best industrial form factor.
AIAug 25, 2026OpenAI
The full stack behind abundant intelligence
OpenAI’s infrastructure argument is that owning selected layers—from chips to products—can turn efficiency into pricing power and broader demand.
AIAug 25, 2026OpenAI
Jalapeño’s first results show industry-leading speed and efficiency in AI inference
OpenAI’s Jalapeño results claim that a custom inference chip can reduce the usual tradeoff between interactive latency and throughput per watt.
AIAug 24, 2026OpenAI
Disrupting a new covert influence campaign from Russia
OpenAI’s latest disruption report shows AI serving as a force multiplier for a fabricated institution, while the operation’s real asset was its authority-building infrastructure.
AIAug 24, 2026Hugging Face
Wire It, Run It, Deploy It: AI Workflows in Gradio
Gradio is turning model pipelines into inspectable graphs, making debugging, deployment and API exposure part of one application surface.
AIAug 24, 2026NVIDIA Developer
Giga-Scale AI and the Ethernet Evolution: How Spectrum-X Ethernet Rewrites the Rules
NVIDIA’s Spectrum-X case is that synchronized AI traffic needs hardware routing and per-plane failure isolation, not merely faster Ethernet links.
AIAug 24, 2026NVIDIA Blog
How XPUs Meet a World-Class AI Factory
NVLink Fusion is less about custom silicon than letting custom silicon inherit a mature rack, network, cooling and software envelope.
AIAug 24, 2026NVIDIA Blog
With Groq 3 LPX in Full Production, NVIDIA Extends Vera Rubin Inference for Agents
NVIDIA is splitting long-context inference between Rubin GPUs for context work and Groq LPX for decode, treating token latency as a rack-level problem.
AIAug 24, 2026NVIDIA Blog
Up to 30x More Work Per Watt: NVIDIA Vera Rubin NVL72 Sets a New Efficiency Standard for AI Agents
NVIDIA’s Vera Rubin efficiency story uses agent-shaped workloads, but its largest comparison is still an internal, pending-review result.
AIAug 24, 2026NVIDIA Developer
NVIDIA Vera Rubin and Blackwell Set a New Standard for Agentic AI Performance per Watt
AgentX reframes inference benchmarking around sustained interactive sessions, exposing why fixed-length token tests miss the power and latency problem.