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open model. At the same time, the Chinese vendors are pressuring providers of proprietary AI models, such as Anthropic, to make their models more accessible to enterprises Related:Nvidia agent safety push raises questions about who governs AI autonomy Cybersecurity verification program This tension is evident in Anthropic’s decision to expand its cyber verification program on October 6. Anthropic originally introduced the CVP in April alongside Project Glasswing and Claude Mythos. The expanded C

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. Segmentation and classification models register in the same catalog as MLflow models, with their lineage back to the exact cohort they were trained on. For imaging specifically, NVIDIA MONAI and VISTA-3D (a foundation segmentation model covering 127 anatomical classes) plug in for auto-segmentation and fine-tuning, with an OHIF viewer embedded in a Databricks App so a radiologist or pathologist can review, correct, and relabel under the platform's security model. MONAI Label's active-learning

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s files, and checks its own changes. TL;DR Size: 12B total, 2.5B active (64 experts, 8 active), 131,072-token context; Runs on: your own GPUs via vLLM or SGLang (speed tested on 1 NVIDIA H200). GGUF builds start at 7.0 GB for llama.cpp, Ollama and LM Studio; Performance: beats Mellum2 on 15 of 17 listed benchmarks; wins 5 of 17 against Qwen3.5-9B; Best: 82.0 on LiveCodeBench v6, ahead of Qwen3.5-9B (75.4) and Gemma 4 E4B (69.4); Worst: 17.4 on Terminal-Bench 2.1, below Qwen3.5-9B (21.7); Bottom

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unts on the 2026 Nothing Headphone (a) and giant lineup of Windows laptops and PCs start at just $179 in Best Buy’s updated Techtober Sale – just be sure to also scope out the new NVIDIA RTX Spark-powered Copilot+ PCs no up for pr-eorder too. Sony BRAVIA TVs up to $1,000 off at Amazon – OLED, mini-LED, Google TVs with Gemini, more Amazon just revealed its all-new Alexa Tablets. The new tablets feature ”world-class hardware, personalized intelligence from Alexa+, full Google Play Store access,” a

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e three makers of HBM stacked DRAM memory – Samsung, SK Hynix, and Micron Technology – and there are no spot prices because the market is not open but dedicated to two GPU makers (Nvidia and AMD) and XPU makers and/or their chip shepherds. So pricing information is a little sketchy. Back when HBM2 debuted in 2017, the rumor was that it cost around $20 per GB, but this settled down to around $8 per GB two years later. With HBM2E, which provided a bandwidth bump, it was around $10 per GB, rising t

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chance to be featured. Google rolled out its SynthID Detector worldwide, letting anyone scan images, video, and audio for watermarks left by its AI and partners including OpenAI, Nvidia, and Kakao. Anthropic launched Claude Haiku 5.5, a budget model starting at the same $0.10 per million input tokens as OpenAI's GPT-6 Luna while passing it on multiple benchmarks. OpenAI debuted “intelligent UI,” a new GPT-6-powered feature within ChatGPT that lets the assistant answer using interactive charts,

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his was messed up.” Harris cofounded the center with Aza Raskin, the self-proclaimed inventor of the infinite scroll, and Randy Fernando, who once worked in developer education at Nvidia. The goal was to push tech companies to take more responsibility for the social consequences of their products, which in the early days meant examining issues like whether they were fomenting political radicalization or harming the mental health of teenagers. The language Harris used to describe these problems w

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ova. With a solid foundation in statistical analysis, machine learning, and data engineering, Michal excels at transforming complex datasets into actionable insights. Michal SutterNVIDIA PivotOPD Teaches Multi-Turn AI Agents to Recover From Pivotal Mistakes; Michal SutterAnthropic Releases Claude Haiku 5.5: A Small Model With 1M Context Priced at $0.10 per Million Input Tokens; Michal SutterReka Releases Rho-1: A 19B Omni-Reasoning Model That Understands, Generates Video and Outputs Robot Action

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ives hyperscalers and datacenter operators the flexibility to add compute where power and space are available, while still treating multiple sites as part of the same training infrastructure. SPONSORED FEATURE: HPE and NVIDIA help organizations apply accelerated computing, software, enterprise infrastructure, networking, control plane, and services to the workloads and business outcomes that matter most. October 1, 2026 September 30, 2026 AMD Buys World Labs For $8.2 Billion To Get AI Model Cred

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at the evidence supports, debating it with researchers and builders, and explaining why it matters. We also make predictions each year and return to grade them. Past calls include NVIDIA failing to acquire Arm, transformers achieving leading results beyond language, and an open-source model surpassing OpenAI’s o1, which DeepSeek-R1 subsequently did. Let’s dive into the key stories This year, agents are doing valuable work in software and science, physical AI is learning how to act in the world,

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n Epyc 9006 SP7 “Venice” CPUs, which the chipmaker released in July. Anchoring the new systems is the ProLiant DL585a, a 10U server that can hold up to eight double-wide GPUs from Nvidia, AMD, or Intel and two of the latest AMD Epyc CPUs, which offer up to 256 cores each. The system also includes sixth-generation PCI connectivity. The server, which will be available in March 2027, is built to accommodate current and future power and thermal demands and address the growing token throughput and PC

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image, or text with audio. Neither model writes text. Each returns calibrated, typed answers in one forward pass with zero output tokens. The target is real-time decisions on the NVIDIA stack: DGX servers, RTX workstations, and Jetson edge boards. Is it deployable? Yes. Both checkpoints are on Hugging Face, load through Transformers, and have day-one llama.cpp support. The LFM Open License v1.0 allows free commercial use below $10 million in annual revenue. d1-omni-600M is an early research rel

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al times a week. Meta is rolling out Audio Balance and Mono Audio to its smart glasses, alongside broader availability of walking directions and phone-to-glasses location sharing. Nvidia’s stock hit a record high, putting it within reach of becoming the first company worth $6T, Bloomberg reports. Instagram is exploring a Plus-only “read-only” mode that blocks interactions and story viewing, but it remains an internal experiment with no confirmed launch. Elon Musk regained trillionaire status aft

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memory) with the sagemaker-distribution:latest-cpu SMD image, which is about 3.5 GB: Note: These numbers are CPU-only. GPU Spaces need their own placeholder Deployment requesting nvidia.com/gpu with the GPU image pre-pulled. Otherwise, GPU nodes stay cold, and at roughly 10 GB the GPU image costs far more to pull than the 3.5 GB CPU image. Note: Each warm node holds one EC2 instance in the Running state. For on-demand nodes, this is an extra cost of keeping the warm nodes up and running. For mo

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or larger, more distributed AI environments, the discussion offers a practical view of the networking challenges that emerge once one site is no longer enough. Watch the full interview below. SPONSORED FEATURE: HPE and NVIDIA help organizations apply accelerated computing, software, enterprise infrastructure, networking, control plane, and services to the workloads and business outcomes that matter most. October 1, 2026 September 30, 2026 AMD Buys World Labs For $8.2 Billion To Get AI Model Cred

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ng to be able to raise at all. This makes the $174 billion in debt that SB Energy needs to raise to fund its theoretical data center project with OpenAI — even when backstopped by NVIDIA — either horrendously expensive or impossible to complete, as does it mean that any future large, multi-gigawatt projects will add billions of dollars in interest payments to already-expensive debt. This all makes pontifications that data center spending will increase to $32 trillion by 2050 equal parts stupid a

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owered lie detector. ( MIT Technology Review ) 2 The only billionaires making money this year are in tech Tech fortunes now account for 36% of billionaire wealth. ( Bloomberg $) + Nvidia is on the verge of the first $6 trillion valuation. ( CNBC ) + SpaceX stock has made Elon Musk a trillionaire again. ( Gizmodo ) 3 Norway is planning the first national ban on smart glasses Camera-enabled glasses could be barred from public spaces. ( Guardian ) + Several other countries are also mulling bans. (

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re installation, it examines AI agent skills, MCP servers, and CLI tools for malware, prompt injection, and credential theft using professional, open-source security scanners from NVIDIA, Cisco, Datadog, and the Open Source Security Foundation. The tool returns a clear verdict: safe to install or blocked, with the exact reason. It then installs only the verified version, preventing a different version from being swapped in between. A single check can also cover multiple AI agents, installing the

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ks It won't kill you, or humanity, to get off the AI upgrade treadmill New models arrive so fast, we already have more new tech than it's possible to understand in a career Cisco, Nvidia team up to build fatter, faster pluggable If you thought 1.6 Tbps was fast, just wait, Cisco's USFP targets 12.8 Tbps in a single optical pluggable TOP STORIES Anthropic asks users to stop being mean to Claude; '123456' password linked to Denmark data breach affecting 8.8M people; Microsoft and Anthropic play in

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ly. d1-3B scores 48.57 on the Decision Index v0.2.1 (public split), ahead of every model under 10B and on par with Decider 35B-A3B, a decision model 12x its size. It runs the full NVIDIA stack, from DGX in the data center to Jetson at the edge: d1-3B answers a question in 8 ms on an NVIDIA GeForce RTX 4090, 16 ms on a Jetson AGX Thor, and 26 ms on a Jetson AGX Orin. Even the Jetson Orin Nano runs it in 50 ms, fast enough for real-time decisions on the smallest edge hardware. d1-omni-600M is our

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