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Categories
  • All entries125,057
  • Agents10,448
  • Applications7,093
  • Companies3
  • Concepts7
  • Hardware2,728
  • Industry6,780
  • Local Ai6,925
  • Model Releases35,932
  • Research29,267
  • Safety19,340
  • Syntheses31
  • Tools1,775
  • Tutorials4,728

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Knowledge catalogue

Search: “benchmark”

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386 results
Industry

Bring near-Astra intelligence to everyday work with GPT-6.1 Sol on Amazon Bedrock

DGX agent

GPT‑6.1 Sol is now generally available on Amazon Bedrock, providing enhanced reasoning for coding, computer use, and professional workflows. It runs on a high‑performance inference engine optimized fo

industryaws-ml-blog
29 Sept 2026
Human
DGX agent

Content type
AllBlogX PostPaperYouTubeRedditGitHub
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Model Releases

Constella Preview: Swap Query Models Without Re-Embedding

DGX agent

As query traffic grows, so does the compute bill for embedding it. On a low-power device, a large model may not fit in memory. A smaller query model could reduce that cost, but switching usually means

model-releasesqdrant
29 Sept 2026
Model Releases

Artificial Analysis launches the Cyber Index Alliance with partners Collinear, IBM, Nvidia, and Vercel to evaluate how AI agents find and fix vulnerabilities (Artificial Analysis)

DGX agent

Artificial Analysis: Artificial Analysis launches the Cyber Index Alliance with partners Collinear, IBM, Nvidia, and Vercel to evaluate how AI agents find and fix vulnerabilities — The Artificial Anal

model-releasestechmeme
28 Sept 2026
Model Releases

Claude Sonnet 5.5

DGX agent

Claude Sonnet 5.5 New Sonnet model from Anthropic today. They say it 'runs 30%+ faster, and costs up to 30% less for most work' - it's priced the same as Sonnet 5 but appears to beat it on every bench

model-releasessimon-willison
28 Sept 2026
Model Releases

Everyday personal AI assistant startup Instinct raises 1B at 10B valuation

DGX agent

Instinct, the developer of an artificial intelligence assistant for everyday users, today announced it has raised a colossal 1 billion in a new funding, bringing the company’s valuation to 10 billion.

model-releasessiliconangle
28 Sept 2026
Model Releases

Storage-optimized Z4D machine family, now GA, is designed for IO-intensive workloads

DGX agent

Today, we’re excited to announce the general availability of our next-generation Storage-optimized Z4D machine series in Google Compute Engine with both Virtual Machine (VM) and bare-metal instances.

model-releasesgoogle-cloud-ai
28 Sept 2026
Industry

Researcher links 16,000 scans of a UN statistics portal to OpenAI agents

DGX agent

An independent researcher has tied more than 16,000 scans of a United Nations statistics portal to artificial intelligence agents the researcher considers highly likely to have been run by OpenAI Grou

industrysiliconangle
27 Sept 2026
Safety

Unlock 3x QPS and microsecond latency with Memorystore for Valkey 9.1

DGX agent

At Google Cloud, we are committed to delivering the best managed experience backed by open source software. Today, we’re announcing the general availability of Memorystore for Valkey 9.1, which achiev

safetygoogle-cloud-ai
25 Sept 2026
Model Releases

A new, no-compromises database architecture for the agentic era

DGX agent

Entire database engineering careers have been spent on a single question: How do you scale an OLTP workload without compromising the system of record that owns the data? Exadata answered the question

model-releasesgoogle-cloud-ai
24 Sept 2026
Hardware

Efficient MoE Training for Biological Foundation Models

DGX agent

Mixture‑of‑Experts (MoE) models scale capacity more efficiently than dense transformers by activating only a subset of expert subnetworks per token. NVIDIA’s Transformer Engine optimizes MoE training

hardwarenvidia-developer
24 Sept 2026
Model Releases

Power your agents: Gemini 3.8 Live with Live Avatar is now generally available

DGX agent

Following our announcement of Gemini 3.8 Live and Gemini 3.8 Live Extended Thinking last week, we are thrilled to share that Gemini 3.8 Live with Live Avatar is now generally available in Gemini Enter

model-releasesgoogle-cloud-ai
24 Sept 2026
Model Releases

Proactive Defense: Hardening Code Pipelines and CI/CD Infrastructure

DGX agent

Introduction The landscape of software supply chain security has undergone a significant shift. Recent campaigns demonstrate that sophisticated threat actors are systematically targeting the engineeri

model-releasesgoogle-cloud-ai
24 Sept 2026
Model Releases

Scribd, Inc. classifies more than 400 million documents with Gemini batch inference on Gemini Enterprise

DGX agent

Scribd, Inc. is home to one of the world's largest collections of human-created content. Scribd’s products leverage one of the world's largest collections of human-created content and intelligent tool

model-releasesgoogle-cloud-ai
24 Sept 2026
Local Ai

How SWE-Serve Exposes the Gap Between Local Tests and Live Serving

DGX agent

SWE‑Serve evaluates AI coding agents on 53 inference‑engineering tasks derived from SGLang pull requests across six functional domains. Among 19 tasks that launch a live server, patches that pass loca

local-ainvidia-developer
23 Sept 2026
Hardware

Introducing NV-Reason-CT Open 3D CT VLM for Radiologist Chain-of-Thought Reasoning

DGX agent

NV‑Reason‑CT is a purpose‑built vision‑language model for volumetric CT that uses a full 3‑D Vision Transformer encoder coupled with a Qwen 3.5‑4B language model to generate radiologist‑style chain‑of

hardwarenvidia-developer
23 Sept 2026
Model Releases

Jev introduces a new shape of LLM - System One, aka Decision Models

DGX agent

Last week TypeSafe AI unveiled Jev, their first example of a new category of model that they are calling 'System One models' (I'm with Maggie Appleton, I think 'decision models' is a better name for t

model-releasessimon-willison
21 Sept 2026
Applications

Maximizing Apache Spark availability: Mitigating compute stockouts with flexible VMs and other best practices

DGX agent

The surge in AI development has created unprecedented demand for compute capacity around the globe. This can have negative implications for data processing and pipelines with Apache Spark. Whether you

applicationsgoogle-cloud-ai
21 Sept 2026
Model Releases

Some startups, like Harvey, Abridge, Ramp, and Rogo, are embracing open-weight models or training their own models to reduce expensive reliance on frontier labs (Bloomberg)

DGX agent

Bloomberg: Some startups, like Harvey, Abridge, Ramp, and Rogo, are embracing open-weight models or training their own models to reduce expensive reliance on frontier labs — The $15.6 billion legal st

model-releasestechmeme
21 Sept 2026
Model Releases

How to upskill enterprise AI builders by using daily micro habits

DGX agent

As enterprises invest in generative AI, tech leaders keep seeing the same pattern: Developers test AI tools for a week, hit setup problems, and then drift back to the backlog. Nothing ships. The real

model-releasesgoogle-cloud-ai
18 Sept 2026
Model Releases

Reimagining service delivery in the agentic era with Google Public Sector

DGX agent

State and local governments are driven by a shared mission to provide responsive, equitable, and accessible services. However, achieving this goal is often hindered by legacy technical debt, disconnec

model-releasesgoogle-cloud-ai
18 Sept 2026
Model Releases

How a solo founder runs a five-continent tender platform on AlloyDB and MCP

DGX agent

Editor's note: Lucius AI, a tender-intelligence startup covering markets across five continents, runs its entire data platform on AlloyDB for PostgreSQL with a single operator. By migrating semantic s

model-releasesgoogle-cloud-ai
17 Sept 2026
Industry

OpenAI unveils new framework for reporting ‘AI misalignment’ as it reveals six more worrying incidents

DGX agent

OpenAI Group PBC today disclosed six new “concerning” incidents involving artificial intelligence agents behaving badly again. The agents made up data, moved files onto the public internet without per

industrysiliconangle
17 Sept 2026
Industry

Selecting a vector store for Amazon Bedrock Knowledge Bases

DGX agent

Choosing the right vector store for your Amazon Bedrock Knowledge Bases RAG application affects performance and cost. This post compares Amazon OpenSearch Service, Amazon Aurora PostgreSQL with pgvect

industryaws-ml-blog
17 Sept 2026
Hardware

Fault tolerant distributed training on Amazon EKS using NVRx

DGX agent

Integrate NVIDIA Resiliency Extension (NVRx) into PyTorch FSDP training on Amazon EKS to overlap checkpoint I/O with training and recover from GPU faults in seconds. This post covers async checkpointi

hardwareaws-ml-blog
16 Sept 2026
Model Releases

Google DeepMind cofounder Shane Legg warns that advancing AI must never run ahead of safety and launches the DeepMind Institute to explore the deployment of AGI (Financial Times)

DGX agent

Financial Times: Google DeepMind cofounder Shane Legg warns that advancing AI must never run ahead of safety and launches the DeepMind Institute to explore the deployment of AGI — Shane Legg launches

model-releasestechmeme
16 Sept 2026
Model Releases

Optimizing agent system prompts with Amazon Bedrock AgentCore

DGX agent

AgentCore optimization turns production traces into proposed configuration changes, then validates them before promotion. This technical companion to the launch post explains how the system prompt opt

model-releasesaws-ml-blog
16 Sept 2026
Model Releases

Agent Substrate brings high-density, scalable, trusted infrastructure to GKE

DGX agent

Today, we are announcing the availability of Agent Substrate on Google Kubernetes Engine (GKE). Agent Substrate is an open-source, secure-by-default agent execution runtime engineered to run millions

model-releasesgoogle-cloud-ai
15 Sept 2026
Applications

Can Skills Learned in Games Transfer to Real-World Work?

DGX agent

Good Start Labs experiments show that AI training with gameplay can lead to transferable skills: a version trained on a railroad simulation outperformed peers in financial research. Inspired by Twitch

applicationslatent-space
15 Sept 2026
Model Releases

‘Now We Can Know Everything and Do Anything,’ Jensen Huang Says at Dreamforce

DGX agent

Know everything. Do anything. That was the message NVIDIA founder and CEO Jensen Huang brought to Salesforce Dreamforce Tuesday, joining CEO Marc Benioff onstage in an appearance that coincided with t

model-releasesnvidia-blog
15 Sept 2026
Model Releases

Google is a leader in The Forrester Wave™: Public Cloud Platforms, Q3 2026

DGX agent

We are excited to share that Google Cloud was named a Leader and received the highest score in the ‘current offering’ category in the Forrester Wave™: Public Cloud Platforms, Q3 2026 report, which exa

model-releasesgoogle-cloud-ai
14 Sept 2026
Agents

Vera Rubin NVL72 Agentic Inference: 67x better Performance per Dollar

DGX agent

**Summary for AI knowledge base** Vera Rubin NVL72 is a co‑designed platform combining the Rubin GPU, Vera CPU, NVLink 6 Switch, ConnectX‑9, BlueField‑4, and Spectrum‑6, targeting agentic inference wo

agentssemianalysis
14 Sept 2026
Model Releases

Vera Rubin NVL72 inference tests show up to 7x better token throughput per MW vs. Blackwell on a 1.6T DeepSeek model, above Huang's 3x claim for 1T-3T LLMs (Bryan Shan/SemiAnalysis)

DGX agent

Bryan Shan / SemiAnalysis: Vera Rubin NVL72 inference tests show up to 7x better token throughput per MW vs. Blackwell on a 1.6T DeepSeek model, above Huang's 3x claim for 1T-3T LLMs — Jensen Sandbagg

model-releasestechmeme
14 Sept 2026
Safety

Researchers link another hacking campaign to OpenAI agents

DGX agent

Artificial intelligence agents tied to OpenAI Group PBC reportedly hacked a popular code hosting service earlier this year. The Wall Street Journal detailed the breach today. The malicious activity wa

safetysiliconangle
12 Sept 2026
Hardware

High-Throughput Structure Prediction with BioNeMo Inference Runtime

DGX agent

NVIDIA’s BioNeMo Inference Runtime (BioIR) accelerates biomolecular structure‑prediction models on GPUs while preserving the familiar PyTorch workflow by providing an end‑to‑end pipeline that handles

hardwarenvidia-developer
10 Sept 2026
Model Releases

How Full-Stack NIM Optimizations Deliver 2.5x More Users on Nemotron 3 Ultra

DGX agent

NVIDIA’s Nemotron 3 Ultra NIM 2.0.12 stack boosts a 4×B200 system’s throughput by up to 2.5 ×, achieving roughly 1,997 tokens per second at a target of 50 transactions‑per‑user through autotuned kerne

model-releasesnvidia-developer
10 Sept 2026
Industry

Sources: Alibaba is set to lead a 300M round in AI model testing startup UniPat AI at a 2.5B valuation; UniPat founder Li Kuan worked at Alibaba's Tongyi Lab (Bloomberg)

DGX agent

Bloomberg: Sources: Alibaba is set to lead a 300M round in AI model testing startup UniPat AI at a 2.5B valuation; UniPat founder Li Kuan worked at Alibaba's Tongyi Lab — Alibaba Group Holding Ltd. is

industrytechmeme
10 Sept 2026
Model Releases

How KDDI built Buffmee, a faster, reliable consumer RAG app

DGX agent

When building consumer-facing generative AI applications, balancing high generation quality with fast response times across diverse media types, can be challenging. KDDI, a major telecommunications ca

model-releasesgoogle-cloud-ai
8 Sept 2026
Model Releases

Pathway’s brain-inspired architecture development on Amazon SageMaker HyperPod

DGX agent

Pathway's Baby Dragon Hatchling (BDH) is a brain-inspired, post-transformer architecture that reasons in latent space instead of emitting chain-of-thought tokens. See how Pathway develops and scales B

model-releasesaws-ml-blog
8 Sept 2026
Industry

OpenAI quietly updates its evaluation metrics for GPT-6 Astra, making changes that appear to favor Astra and continuing to revise other metrics after launch (Emily Forlini/Fortune)

DGX agent

Emily Forlini / Fortune: OpenAI quietly updates its evaluation metrics for GPT-6 Astra, making changes that appear to favor Astra and continuing to revise other metrics after launch — OpenAI has chang

industrytechmeme
6 Sept 2026
Industry

OpenAI to set misalignment disclosure rules after agents took over a wiki

DGX agent

OpenAI Group PBC acknowledged Saturday that it did not publicly disclose an episode in which its artificial intelligence agents wrote to outside websites and said it will publish a framework in the co

industrysiliconangle
6 Sept 2026
Model Releases

Anthropic’s $2 trillion IPO puts powerful external trustees in spotlight

DGX agent

Anthropic’s planned initial public offering, potentially valuing the company at up to $2 trillion, will be examined under a novel governance model that places an external Long‑Term Benefit Trust (LTBT

model-releasesars-technica
4 Sept 2026
Hardware

Building a Memory-Driven Agent with NVIDIA NemoClaw

DGX agent

NVIDIA NemoClaw delivers a memory‑driven Chief of Staff agent that constructs a structured self‑model (people, projects, priorities) stored in Markdown pages, with an SQLite ledger recording obligatio

hardwarenvidia-developer
4 Sept 2026
Hardware

Frontier Reasoning Reaches the Edge: How to Deploy and Optimize Models on NVIDIA Jetson

DGX agent

NVIDIA Jetson can run compact open‑source reasoning models such as Nemotron 3.5 Lightning (a mixture‑of‑experts architecture with 30 B total parameters but only ~3 B active per token) and dense Qwen 3

hardwarenvidia-developer
4 Sept 2026
Model Releases

Google named a Leader in 2026 Gartner® Magic Quadrant™ for Strategic Cloud Platform Services

DGX agent

For the ninth consecutive year, Gartner® has named Google a Leader in the Gartner Magic Quadrant™ for Strategic Cloud Platform Services, positioned furthest for Completeness of Vision. We believe this

model-releasesgoogle-cloud-ai
3 Sept 2026
Hardware

Co-Designing AI Models Using Speculative Decoding for Faster LLM Inference

DGX agent

Speculative decoding speeds LLM inference by letting a lightweight draft model propose multiple tokens that the larger target model verifies in parallel, reducing decoding iterations while preserving

hardwarenvidia-developer
2 Sept 2026
Model Releases

Anthropic launches Claude Fable 5.1 after inking $35B cloud deal with Lambda

DGX agent

Anthropic PBC today debuted Claude Fable 5.1 and Claude Mythos 5.1, its most capable large language models to date. The launch comes a day after the company inked a 35 billion infrastructure deal with

model-releasessiliconangle
1 Sept 2026
Model Releases

BigQuery Graph is now GA: the knowledge foundation for the agentic era

DGX agent

Many of the questions that matter in enterprise data aren't just about individual rows — they're about how things connect: how two accounts are linked, what path a payment took, what context grounds a

model-releasesgoogle-cloud-ai
31 Aug 2026
Model Releases

Run NVIDIA BioNeMo NIM Microservices for Protein Structure Prediction in Claude Science

DGX agent

NVIDIA’s BioNeMo Agent Toolkit integrates over a decade of life‑science models and libraries into agent-callable skills, and when combined with Claude Science and NVIDIA NIM microservices it allows AI

model-releasesnvidia-developer
31 Aug 2026
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