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Categories
  • All entries127,496
  • Agents10,680
  • Applications7,177
  • Companies3
  • Concepts7
  • Hardware2,788
  • Industry6,811
  • Local Ai7,035
  • Model Releases36,803
  • Research29,819
  • Safety19,747
  • Syntheses31
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  • Tutorials4,815

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127,496Total entries
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13Categories

Knowledge catalogue

Search: “llm”

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579 results
Tutorials

How to debug production AI agents with Signal in Arize AX

DGX agent

Learn how Arize Signal turns production traces into ranked issues, proposed fixes, regression datasets, and reviewable pull requests for AI agents. The post How to debug production AI agents with Sign

tutorialsarize-ai
4 Aug 2026
Model Releases

deepseek-ai/DeepSeek-V4-Flash-0731

Human
DGX agent

Content type
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Clear filters
DGX agent

deepseek-ai/DeepSeek-V4-Flash-0731 The latest release in DeepSeek's V4 family, 'with substantially enhanced agentic capabilities'. It's 304 billion parameters - 167GB on Hugging Face - but it appears

model-releasessimon-willison
31 Jul 2026
Model Releases

Under the Hood: Serving Kimi K3

DGX agent

DigitalOcean launched Kimi K3 on day 0. It’s already one of the most popular models on the platform and across the market: second most likes on Hugging Face, sixth most traffic on OpenCode. Getting a

model-releasesdigitalocean
30 Jul 2026
Agents

How Databricks manages its own coding agent spend with Unity AI Gateway Budgets

DGX agent

Databricks employs Unity AI Gateway budgets to oversee spending on its coding agents, enabling tighter cost controls and optimized use of AI resources. The approach helps the organization balance budg

agentsdatabricks
28 Jul 2026
Model Releases

An opinionated guide to which AI to use to do stuff

DGX agent

An opinionated guide to which AI to use to do stuff It's interesting watching the evolution of Ethan Mollick's guide over time. A year ago it was still all about chat - ChatGPT, Claude, Gemini - with

model-releasessimon-willison
27 Jul 2026
Safety

Building the enterprise environment for agentic AI

DGX agent

For the enterprise, the promise of agentic AI is much more than just a better chatbot. It is software agents that execute business tasks end-to-end across people, business workflows, data, and systems

safetymit-tech-review
27 Jul 2026
Model Releases

moonshotai/Kimi-K3

DGX agent

moonshotai/Kimi-K3 As promised earlier this month, Moonshot have released the weights for their excellent 2.8 trillion parameter Kimi K3. They're a hefty 1.56TB on Hugging Face. Kimi introduced their

model-releasessimon-willison
27 Jul 2026
Model Releases

Ruff v0.16.0

DGX agent

Ruff v0.16.0 Astral shipped a significant new version of their Ruff Python linting tool a few days ago on July 23rd. I noticed today because my various CI jobs all started failing thanks to new defaul

model-releasessimon-willison
25 Jul 2026
Hardware

ModelExpress: Distributing Model Artifacts at the Speed of Light

DGX agent

NVIDIA ModelExpress (MX) is an agentic AI platform that streamlines the lifecycle of large‑model weights by automatically locating and using the fastest path to load them—prioritizing GPU‑to‑GPU P2P R

hardwarenvidia-developer
24 Jul 2026
Model Releases

Open Knowledge format v0.2 tackles agentic trust

DGX agent

When we introduced the Open Knowledge Format (OKF) in June 2026, we asserted that the context that agents need (table schemas, metric definitions, runbooks) should live in a format, not in a proprieta

model-releasesgoogle-cloud-ai
24 Jul 2026
Research

All of AI benchmarking at your fingertips

DGX agent

IBM, as part of a global effort, is developing tools to streamline AI benchmarking by making results easier to compare, validate, and reuse. The initiative is detailed in a blog post titled 'All of AI

researchibm-research
23 Jul 2026
Model Releases

Cost per successful task: Benchmarking Kimi K3, GPT-5.5, and 8 more AI models

DGX agent

Arize and Fireworks benchmarked 10 AI models across 2,400 agent runs. Learn why cost per successful task beats token price for model evaluation and routing. The post Cost per successful task: Benchmar

model-releasesarize-ai
23 Jul 2026
Model Releases

Outperforming Fable 5 at half the price: meet model synthesis, a new server-side tool on DigitalOcean Inference Engine

DGX agent

Anyone building with AI eventually hits the same tradeoff: how to get the most intelligence per dollar, the right model at the right cost for each task. That’s what DigitalOcean Inference Engine is bu

model-releasesdigitalocean
23 Jul 2026
Hardware

NVIDIA NVLink: The Scale-Up Network for AI Factories

DGX agent

NVIDIA’s sixth‑generation NVLink is a purpose‑built scale‑up network that delivers up to 3.6 TB/s per GPU and 260 TB/s rack‑level bandwidth with 130 TFLOPS in‑network compute—outperforming off‑the‑she

hardwarenvidia-developer
20 Jul 2026
Model Releases

Google named a Leader in the 2026 IDC MarketScape for Worldwide Foundation Model Software

DGX agent

For years, we’ve built with a clear priority: putting the practical needs of the enterprise first. Long before generative AI dominated the headlines, we were focused on building the global infrastruct

model-releasesgoogle-cloud-ai
14 Jul 2026
Agents

MCP tool design: Practical approaches and tradeoffs

DGX agent

MCP tool design involves deciding the granularity of tools—whether they map to individual API calls or complete workflows—which directly impacts how many tools agents need and their effectiveness. Eff

agentsaws-ml-blog
9 Jul 2026
Model Releases

Beyond Static Prompts: Building Scale-Proof, Polymorphic Multi-Agent Systems with Google's ADK

DGX agent

As enterprise generative AI transitions from simple, conversational chatbots to autonomous multi-agent workflows, developers face a critical bottleneck: scale. In a production environment, an enterpri

model-releasesgoogle-cloud-ai
1 Jul 2026
Model Releases

What's new in Claude Sonnet 5

DGX agent

What's new in Claude Sonnet 5 Claude Sonnet 5 came out this morning. I always head straight for the 'what's new' developer docs because they tend to have more actionable information than the official

model-releasessimon-willison
30 Jun 2026
Model Releases

Synthesize the big picture and analyze trends with BigQuery's AI.AGG function

DGX agent

We recently announced the preview of the BigQuery AI.AGG() function. With AI.AGG(), you can use natural-language instructions within a single line of SQL to summarize or synthesize information over mi

model-releasesgoogle-cloud-ai
29 Jun 2026
Model Releases

Quoting OpenAI

DGX agent

We're beginning a limited preview of the GPT‑5.6 series: Sol, our flagship model; Terra, a balanced model for everyday work; and Luna, a fast and affordable model. Terra has competitive performance to

model-releasessimon-willison
26 Jun 2026
Model Releases

DiffusionGemma

DGX agent

DiffusionGemma Last May Google briefly released an experimental Gemini Diffusion model. I tried the preview at the time and recorded it running at 857 tokens/second. It was an exciting model, but Goog

model-releasessimon-willison
10 Jun 2026
Model Releases

Running Python code in a sandbox with MicroPython and WASM

DGX agent

I've been experimenting with different approaches to running code in a sandbox for several years now, but my latest attempt feels like it might finally have all of the characteristics I've been lookin

model-releasessimon-willison
6 Jun 2026
Tools

OpenAI Help: Lockdown Mode

DGX agent

OpenAI Help: Lockdown Mode OpenAI first teased this in February, but now it's live and 'rolling out to eligible personal accounts, including Free, Go, Plus, and Pro, and self-serve ChatGPT Business ac

toolssimon-willison
5 Jun 2026
Model Releases

Developer's guide to Gemini Enterprise and A2UI integration

DGX agent

If you've built a chatbot, you know this conversation: User: 'Book a table for two tomorrow at 7pm.' Agent: 'Okay, for what day?' User: 'Tomorrow.' Agent: 'What time?' A date picker would have ended t

model-releasesgoogle-cloud-ai
29 May 2026
Model Releases

Gemini 3.5 Flash: more expensive, but Google plan to use it for everything

DGX agent

Today at Google I/O, Google released Gemini 3.5 Flash. This one skipped the -preview modifier and went straight to general availability, and Google appear to be using it for a whole lot of their key p

model-releasessimon-willison
19 May 2026
Industry

ArXiv will ban researchers who upload papers full of AI slop

DGX agent

ArXiv, a popular platform for preprint academic research, is taking a new step to attempt to reduce the volume of papers that include AI slop. If a paper has 'incontrovertible evidence that the author

industrythe-verge-ai
15 May 2026
Model Releases

Using Claude Code: The Unreasonable Effectiveness of HTML

DGX agent

Using Claude Code: The Unreasonable Effectiveness of HTML Thought-provoking piece by Thariq Shihipar (on the Claude Code team at Anthropic) advocating for HTML over Markdown as an output format to req

model-releasessimon-willison
8 May 2026
Tutorials

How to build scalable web apps with OpenAI's Privacy Filter

DGX agent

This article likely discusses techniques for building web applications that integrate OpenAI's APIs while maintaining user privacy through filtering mechanisms. It probably covers implementation strat

tutorialshugging-face
27 Apr 2026
Tutorials

Model Risk Management in 2026: A Banker’s Guide to the Revised Interagency Guidance

DGX agent

This guide addresses updated regulatory requirements for model risk management in banking institutions, likely covering the 2026 revisions to interagency guidance issued by banking regulators. It prov

tutorialsdatabricks
25 Apr 2026
Model Releases

260 things we announced at Google Cloud Next '26 – a recap

DGX agent

Google Cloud Next ‘26 took place this week in Las Vegas, and the energy was incredible as we welcomed over 32,000 leaders, developers, and partners to explore the Agentic Era with us. Across three key

model-releasesgoogle-cloud-ai
24 Apr 2026
Tools

Accelerate RL rollouts by up to 50% with distribution-aware speculative decoding

DGX agent

This article describes a technique for accelerating reinforcement learning (RL) rollouts using distribution-aware speculative decoding, which can achieve up to 50% speedup improvements. The method lik

toolstogether-ai-blog
24 Apr 2026
Tools

Serving the For You feed

DGX agent

Serving the For You feed One of Bluesky's most interesting features is that anyone can run their own custom 'feed' implementation and make it available to other users - effectively enabling custom alg

toolssimon-willison
24 Apr 2026
Research

A new AI model for probing fusion plasma behavior

DGX agent

IBM Research has developed an AI model designed to analyze and predict the behavior of fusion plasma, advancing computational capabilities for nuclear fusion research. The model likely leverages machi

researchibm-research
23 Apr 2026
Tutorials

How to Use Transformers.js in a Chrome Extension

DGX agent

This guide explains how to integrate Transformers.js, a JavaScript library for running machine learning models, into Chrome extensions to enable on-device AI capabilities. It covers the technical setu

tutorialshugging-face
23 Apr 2026
Safety

ICLR 2026: 12 papers on making AI systems reliable, efficient, and secure

DGX agent

A 7B agent that beats GPT-4o. Lossless weight compression that speeds up inference by 177%. An arena where 23 teams battled across 103,000 adversarial rounds. This year at ICLR, Lambda is presenting t

safetylambda-labs
23 Apr 2026
Safety

US child safety group NCMEC received 1.5M reports of suspected CSAM with ties to AI in 2025, a significant surge compared to 67,000 in 2024 and 4,700 in 2023 (Bloomberg)

DGX agent

Bloomberg: US child safety group NCMEC received 1.5M reports of suspected CSAM with ties to AI in 2025, a significant surge compared to 67,000 in 2024 and 4,700 in 2023 — William Michael Haslach was a

safetytechmeme
23 Apr 2026
Tutorials

AI App Development: Guide To Building AI-Powered Apps

DGX agent

This guide covers the fundamentals and best practices for developing AI-powered applications, likely including key stages from ideation through deployment, technology stack considerations, and integra

tutorialsdatabricks
22 Apr 2026
Safety

Australia's eSafety Commissioner issues transparency notices to Roblox, Microsoft's Minecraft, and other online gaming platforms to detail child safety measures (Renju Jose/Reuters)

DGX agent

Renju Jose / Reuters: Australia's eSafety Commissioner issues transparency notices to Roblox, Microsoft's Minecraft, and other online gaming platforms to detail child safety measures — Australia's int

safetytechmeme
22 Apr 2026
Model Releases

Changes to GitHub Copilot Individual plans

DGX agent

Changes to GitHub Copilot Individual plans On the same day as Claude Code's temporary will-they-won't-they 100/month kerfuffle (for the moment, they won't), here's the latest on GitHub Copilot pricing

model-releasessimon-willison
22 Apr 2026
Industry

How conversational analytics removes the BI bottleneck

DGX agent

Conversational analytics, as demonstrated by Databricks' Genie and Lakebase, helps CIOs, CTOs, and CDOs bypass the traditional Business Intelligence (BI) bottleneck. This approach allows enterprises t

industrydatabricks
22 Apr 2026
Model Releases

Introducing Gemini Enterprise Agent Platform, powering the next wave of agents

DGX agent

In the early days of generative AI, building safe and reliable business tools took massive engineering effort and a high tolerance for trial and error. We helped solve that with Vertex AI, our trusted

model-releasesgoogle-cloud-ai
22 Apr 2026
Agents

Sony AI says its autonomous ping pong robot is the first robot to attain expert-level performance in a physical sport after beating some top-level human players (Will Dunham/Reuters)

DGX agent

Will Dunham / Reuters: Sony AI says its autonomous ping pong robot is the first robot to attain expert-level performance in a physical sport after beating some top-level human players — An autonomous

agentstechmeme
22 Apr 2026
Model Releases

What’s new in GKE at Next ‘26

DGX agent

This week at Google Cloud Next ‘26, we are sharing the evolution of Google Kubernetes Engine (GKE), delivering leading performance, efficiency, security, and scale for your most demanding and complex

model-releasesgoogle-cloud-ai
22 Apr 2026
Tutorials

AI Data Transformation Guide for Data Engineers and Data Scientists

DGX agent

This guide from Databricks covers data transformation techniques and best practices essential for preparing data for AI/ML projects, addressing workflows that both data engineers and data scientists e

tutorialsdatabricks
21 Apr 2026
Agents

Building agent-first governance and security

DGX agent

As AI agents increasingly work alongside humans across organizations, companies could be inadvertently opening a new attack surface. Insecure agents can be manipulated to access sensitive systems and

agentsmit-tech-review
21 Apr 2026
Applications

Clarifai says it has deleted 3M OkCupid user photos and facial-recognition models trained on them after the US FTC settled with OkCupid over privacy violations (Jody Godoy/Reuters)

DGX agent

Jody Godoy / Reuters: Clarifai says it has deleted 3M OkCupid user photos and facial-recognition models trained on them after the US FTC settled with OkCupid over privacy violations — Artificial intel

applicationstechmeme
21 Apr 2026
Industry

Mastering the 600B+ Frontier: Optimizing Large Model Deployments on the Inference Cloud

DGX agent

This DigitalOcean guide covers strategies and best practices for deploying and optimizing very large language models (600 billion+ parameters) on cloud infrastructure, focusing on inference performanc

industrydigitalocean
21 Apr 2026
Tutorials

Orchestrating AI Code Review at scale

DGX agent

Cloudflare discusses their approach to implementing AI-powered code review systems across large-scale development operations, likely covering how they leverage AI models to automate code quality check

tutorialscloudflare-ai
20 Apr 2026
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