Nvidia is paying $12.9 billion to keep open models on its chips
I’m Matt Burns, Chief Content Officer at Insight Media Group. Each week, I round up the most important AI developments, The post Nvidia is pay…
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This duck will teach you reinforcement learning — and pick up your socks
You could have a mechanical duck waddling through your home before Christmas.  Hugging Face‘s Pollen Robotics on Thursday opened pre-orde…
“Posterity will find it ludicrous”: Sai agent hits 73% on OSWorld 2.0 performing routine (but necessary) work
Sai, a computer agent built by Simular, has achieved a 73% success rate on OSWorld 2.0, in a benchmark update The post “Posterity will find it ludic…
Why basic RAG fails at multi-hop reasoning (and how GraphRAG fixes it)
The current approach to designing LLMs within AI engineering is oversimplified. According to the echo chamber’s view, solving LLM hallucinatio…
Anthropic’s new Files API vs. pasting: It will save you time, but it won’t save you money.
Anthropic moved the Files API and computer-use toolset out of beta on August 19 and launched a browser-use toolset. It The post Anthropic’s ne…
When AI agent traces become application data
Say a test starts failing and a developer hands it to a coding agent. It digs into the relevant files, The post When AI agent traces become applicat…
Shopify’s CEO threatened to ban Claude Code. Anthropic had already closed the feature request.
Shopify CEO Tobi Lütke is considering banning Claude Code at the company, but not because he thinks Anthropic’s coding agent The post Sho…
OpenAI built a chip in nine months. Then it let AI rewrite the code.
When OpenAI unveiled Jalapeño, its first custom inference chip, in June, the company made some big promises. The chip, developed The post OpenA…
Anthropic’s Playground vs. OpenAI’s: The week-old tool beat the six-year incumbent
On August 18, Anthropic replaced its Workbench, the prompt-testing tool in its developer Console, with Playground. Anthropic did more than The post…
Thomson Reuters trained its own AI model. Then it kept using Anthropic’s anyway.
Thomson Reuters has developed its own AI model for legal, tax and compliance work, trained on the company’s proprietary professional The post…
Spline rebuilt its entire 3D editor. Then it handed the keys to Claude Code.
Spline released V2 on Thursday, a complete rebuild of its 3D editor that enables external coding agents to work directly The post Spline rebuilt its…
Claude Opus 5 scored 30% on ARC-AGI-3. Wrapped in Nvidia’s AVO, it hit 100%.
Nvidia first introduced its Agentic Variation Operators (AVO) general-purpose coding agent system in late March 2026. The company has now The post C…
Stop the token bleed: building token-efficient multi-agent systems
Every engineering team deploying AI agents eventually discovers an uncomfortable truth: the model isn’t the biggest expense. The hidden cost T…
Codex can now keep coding while it waits for your answer
Long-running coding agents face an awkward choice when they need a developer’s input. They can stop and wait or make The post Codex can now ke…
AI broke code review. What about knowledge sharing?
The volume of AI-generated code has broken code review. Engineers are reviewing 500-line diffs they didn’t write, generated by models The post…
A Claude Code skill was eating 200,000 tokens before answering a single question
A Claude Code skill designed to help developers work with Anthropic’s API was consuming more than 200,000 tokens to load. The post A Claude Co…
GLM-5.3 didn’t change the base model — where did its coding gains come from?
Z.ai released GLM-5.3 on Friday, a coding and agent model built from the same base model as GLM-5.2. Developers can The post GLM-5.3 didn’t change t…
The AI model that just scored 65% on DeepSWE isn’t the one Google promised.
Google has a new Gemini model, and no, it is not Gemini 3.5 Pro. Gemini 3.7 Flash launched Thursday as The post The AI model that just scored 65% on…
Rubrik’s lessons from one month with Mythos Preview
After it joined Project Glasswing and gained access to experiment with Mythos Preview, security and AI company Rubrik learned it The post Rubrik’s l…
DeepSeek open sources an agent harness where everything is a plugin
DeepSeek on Thursday open sourced the DeepSeek Harness, a new agent runtime for developers. The Node.js-based harness is now available The post Deep…
Why your AI pipeline costs 10x more after the demo
Every token has a price. The problem is that most AI systems don’t reveal the bill until they reach production. The post Why your AI pipeline costs…
Code review is a taste problem
Code review is becoming the most important decision-making surface in software engineering, and it’s outgrowing the diff. The assumption was T…
“Issue tracking is dead”; How the pull request became the last chokepoint in the SDLC bottleneck
AI code review specialist CodeRabbit announced its Agentic Change Management control layer on Wednesday. The service is intended to help The post &#…
SpaceXAI trained Grok 4.6 on something most AI labs throw away
SpaceXAI released Grok 4.6 on Wednesday, less than a month after Grok 4.5. The company says Grok 4.6 can research The post SpaceXAI trained Grok 4.6…
Anthropic gave agents the ability to dream. Then developers woke up.
During AI DevCon in London this summer, Lamis Mukta, member of technical staff at Anthropic, hosted a stage presentation session The post Anthropic…
Databricks acquires Electric to give every AI agent its own Postgres database
Databricks on Tuesday announced that it’s acquiring Electric, the startup behind the WASM-based Postgres project PGlite and the Elec…
Meta’s Muse Glimmer fits on a laptop
Meta released Muse Glimmer on Monday, a 30-billion-parameter open-weight model designed to run agentic workflows on local hardware. It’s avail…
V4-Flash vs. V4-Pro: DeepSeek promised better and cheaper. It’s true, but not how I expected.
DeepSeek, the Chinese AI lab that’s been undercutting OpenAI and Anthropic on price since it arrived, recently refreshed V4-Flash, moving The post V…
Coding agents can be evaluated. We just have to evaluate the work.
I recently argued with a software factory provider, whose position was that coding agents cannot be evaluated. Their reasoning was The post Coding a…
AI coding got faster. Why didn’t engineering?
AI is great at making individuals faster, but the surrounding systems are then slowing everything right back down. This result The post AI coding go…