Non classé

Web infrastructure giant Cloudlflare is seeking to transform the way enterprises deploy AI agents with the open beta release of Dynamic Workers, a new lightweight, isolate-based sandboxing system that it says starts in milliseconds, uses only a few megabytes of memory, and can run on the same machine — even the same thread — as …

Cloudflare’s new Dynamic Workers ditch containers to run AI agent code 100x faster Read More »

Presented by Solidigm Liquid cooling is rewriting the rules of AI infrastructure, but most deployments have not fully crossed the line. GPUs and CPUs have moved to liquid cooling, while storage has depended on airflow, creating an operationally inefficient hybrid architecture. What appears to be a pragmatic transition strategy is, in practice, a structural liability. …

Liquid-cooled AI systems expose the limits of traditional storage architecture Read More »

Engineers building browser agents today face a choice between closed APIs they cannot inspect and open-weight frameworks with no trained model underneath them. Ai2 is now offering a third option. The Seattle-based nonprofit behind the open-source OLMo language models and Molmo vision-language family today is releasing MolmoWeb, an open-weight visual web agent available in 4 …

Ai2 releases MolmoWeb, an open-weight visual web agent with 30K human task trajectories and a full training stack Read More »

ByteDance, the Chinese tech giant behind TikTok, last month released what may be one of the most ambitious open-source AI agent frameworks to date: DeerFlow 2.0. It’s now going viral across the machine learning community on social media. But is it safe and ready for enterprise use? This is a so-called “SuperAgent harness” that orchestrates …

What is DeerFlow 2.0 and what should enterprises know about this new, powerful local AI agent orchestrator? Read More »

The prevailing assumption in AI development has been straightforward: larger models trained on more data produce better results. Nvidia’s latest release directly challenges that size assumption — and the training recipe behind it may matter more to enterprise AI teams than the model itself. The open-weight model’s Cascade RL post-training pipeline, detailed in Nvidia’s technical …

Nvidia’s Nemotron-Cascade 2 wins math and coding gold medals with 3B active parameters — and its post-training recipe is now open-source Read More »

The AI image generation market has had an uncontested leader for months. Google’s Nano Banana family of models has set the standard for quality, speed, and commercial adoption, while competitors from OpenAI to Midjourney have jockeyed for second place. That hierarchy shifted on Sunday when Luma AI, a startup better known for its Dream Machine …

Luma AI launches Uni-1, a model that outscores Google and OpenAI while costing up to 30 percent less Read More »

The Innovation Showcase is back at Transform 2026: The Orchestration of Enterprise Agentic AI at Scale, taking place July 14 and 15 in Menlo Park. This year, we are moving beyond generative AI to autonomous agents, focusing on enterprise agentic orchestration, LLM observability and evaluation (LLMOps), RAG infrastructure, inference platforms and optimization, and agentic AI …

Calling all gen AI disruptors of the enterprise! Apply now to present at Transform 2026 Read More »

Getting AI agents to perform reliably in production — not just in demos — is turning out to be harder than enterprises anticipated. Fragmented data, unclear workflows, and runaway escalation rates are slowing deployments across industries. “The technology itself often works well in demonstrations,” said Sanchit Vir Gogia, chief analyst with Greyhound Research. “The challenge …

The three disciplines separating AI agent demos from real-world deployment Read More »

The $29.3 billion AI coding tool just got caught with its provenance showing. When Cursor launched Composer 2 last week — calling it “frontier-level coding intelligence” — it presented the model as evidence that the company is a serious AI research lab, not just a forked integrated development environment (IDE) wrapping someone else’s foundation model. …

Cursor’s Composer 2 was secretly built on a Chinese AI model — and it exposes a deeper problem with Western open-source AI Read More »

Presented by Tulsa Innovation Labs As the global energy system evolves, companies are racing to adopt technologies that can deliver real-world solutions, especially in hard-to-abate industries. Oklahoma, long known as the oil capital of the world, is a center for energy innovation, with Rose Rock Bridge at the forefront. A non-profit based in Tulsa, Rose …

From lab to market: Rose Rock Bridge fast-tracks energy innovation in Tulsa Read More »