Don’t Let Claude Grade Its Own Homework
I had a handful of parallel Claude agents write me up a strategy folder for a side project. The pull request looked great: ten documents, all neatly cross-linked, and it…
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Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents
Across 101 enterprises, agent orchestration is consolidating onto model-provider platforms — Anthropic’s Claude leads by a wide margin — chosen for the gravity of the underlying model and judged on…
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Modular: Structured Mojo Kernels Part 4
Parts 1–3 of this series showed that separating IO, pipeline, and compute concerns into composable components simplifies development without sacrificing performance. This post demonstrates how Structured Mojo Kernels benefits persist…
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The H100 GPU’s Role in Advanced AI Development
Introduction The H100, Nvidia’s latest GPU, is a powerhouse built for AI, boasting 80 billion transistors—six times more than the previous A100. This allows it to handle massive data loads…
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NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI
Today, Google DeepMind released DiffusionGemma — an experimental open model built for exceptionally fast text generation. NVIDIA has optimized DiffusionGemma to run even faster across NVIDIA GeForce RTX GPUs, the NVIDIA RTX PRO platform and NVIDIA DGX Spark systems, from local PCs to the cloud. …
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Inkling model from Thinking Machines Lab now on Databricks
The open-weights model from Thinking Machines Lab is available through the Unity AI Gateway, to build agents and applications by Mike Eastham, Yuchen Jin and Preslav Le We are excited…
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Abbott’s cancer diagnostics vision: ‘There’s always a hunger to make these tests better’
Listen to the article 8 min This audio is auto-generated. Please let us know if you have feedback. The $21 billion acquisition of Exact Sciences marked Abbott’s entry into cancer…
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SpaceXAI’s newest AI model Grok 4.5 dramatically undercuts Anthropic and OpenAI on price
Elon Musk’s SpaceXAI Corp. has released a new model called Grok 4.5, in what is its first major launch since it went public a few weeks earlier. In a blog…
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Stop Using If-Else Chains: Use the Registry Pattern in Python Instead
# Introduction Every Python codebase has this problem. A function that starts small. Two branches, maybe three. Then someone adds a case, someone else adds another, and a year later…
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Reliability and control for production GPU clusters
We’ve spent the last several weeks shipping a set of changes to Together GPU Clusters aimed at the operational reality of running training and inference at scale: hardware fails, schedulers…
