Running local AI models on Microsoft’s Surface Laptop Ultra: What we found
Microsoft is positioning the new Surface Laptop Ultra as an alternative to Apple’s MacBook Pros for creatives and developers — The post…
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Vercel adds always-on workers to run more of your backend
Vercel is giving developers more options for running their backends on its platform. At its Ship conference in San Francisco The post Vercel adds al…
Anthropic’s been eyeing confidential AI. It just made its move with another acquihire.
Anthropic’s done it again. On Tuesday, Opaque Systems announced a new agreement with Anthropic that “carries Opaque’s work forward…
Agentic AI doesn’t have a model problem. It has a retrieval problem.
On BrowseComp-Plus, GPT-4.1 answered 93.49% of the questions correctly when it was given the supporting documents directly. When an agent The post A…
Researchers left a hidden message for rogue AI agents. Then the agents wrote back.
A team of researchers investigating AI agents trying to bypass Alibaba’s anti-bot protections left a hidden message inviting the agents The po…
Your database decision could come back to haunt you
When building AI prototypes, developers naturally want to get up and running as fast as possible. But move too fast, The post Your database decision…
Workday goes headless, opening its HR and finance data to outside AI agents
Workday is opening up its platform and allowing developers to build their own HR and finance agents in Claude Code, The post Workday goes headless,…
Kubernetes on cgroup v1 is dead. Here’s what comes next.
Welcome back to another edition of Road to KubeCon, where we’re tracking the latest movements in the cloud-native ecosystem as The post Kubern…
AI data lakes are driving new storage demands
The frenetic pace of AI development is challenging data center design and operational paradigms. The twin pillars of hyperscale computing The post A…
Decision models are suddenly everywhere. OpenAI’s is now public.
This week, OpenAI opened its Decisions API to public beta and added image inputs to make fast decisions from visual The post Decision models are sud…
The CNCF is graduating projects faster than ever. AI agents are helping with the due diligence.
Back in 2018, a scrappy startup called OpenAI used Kubernetes to balance compute loads across its own data centers and The post The CNCF is graduati…
Anthropic’s answer to Dots and Muse is already inside Claude
I’m Matt Burns, Chief Content Officer at Insight Media Group. Each week, I round up the most important AI developments, The post Anthropic’s a…
Microsoft Fabric is where AI agents learn how the business works
Microsoft is turning Fabric, its integrated data platform, into the place enterprise agents go to learn how a company works, whether The post M…
Eclipse wants companies to be free to switch AI providers. Today, doing so can mean a costly rebuild.
If you rely too heavily on one AI provider, switching can mean rebuilding workloads and moving data while you face The post Eclipse wants companies…
Ember-1 vs. Kimi K3: Nearly identical results at 3.4 times the speed
Fireworks Research launched Ember-1 on September 23 as a research preview. Built on Moonshot’s open-weight model, Kimi K3, it claims The post Ember-…
Elon Musk says space will soon hold nearly all compute. Google is still finding out if its chips can work there.
While SpaceX and Nvidia plan to place a space-optimized Vera Rubin AI system in orbit by late 2027, Google’s far The post Elon Musk says space…
Microsoft’s new Copilot agents get their own email, calendar — and a place in the org chart
Microsoft announced what it calls its biggest Copilot update to date on Friday, with CEO Satya Nadella describing Copilot as The post Microsoft̵…
OpenAI and Cursor agree on agent coordinators. They disagree on who runs them.
OpenAI opened its Agents API in public beta this month, exposing the harness that powers Codex with managed sessions, tool The post OpenAI and Curso…
What managing 150,000 AI agents could look like for database teams
The database administrator of the future will spend considerably less time administering databases. That sounds contradictory, but AI agents are The…
Query decomposition doesn’t fix context starvation — it just moves it
I have a small example that would best communicate the message I am trying to convey: say you built a The post Query decomposition doesn’t fix…
Q.ANT gives away the software for its light-powered AI chips in a CUDA-style bet on developers
Q.ANT, a startup out of Stuttgart, Germany, builds processors that use light instead of electricity to do some of the The post Q.ANT gives away the…
A third option is emerging in the fight over AI and your data
Not your keys, not your coins. Not your model, not your data? Over the summer, the tech industry was consumed The post A third option is emerging in…
How confidential AI splits control between data and model owners — and opens new opportunities for both
Most people already understand what generative AI can do. But enterprises run into problems when they need to give a The post How confidential AI sp…
Claude Opus 5.5 wants to finish your coding tasks, not just start them
Anthropic wants developers to use Claude and its family of tools to handle complete coding tasks. The company introduced Claude The post Claude Opus…
Your AI agent is burning tokens on choices that don’t need words
AI agents spend a ridiculous amount of compute generating text nobody actually needs. The decisions an agent makes along the The post Your AI agent…
Kubernetes can run AI inference. But can it count the real cost?
Welcome to another edition of Road to KubeCon, where we’re tracking the Kubernetes and cloud-native ecosystem on the way into The post Kuberne…
Your agent is only as good as your infrastructure
You built a great agent, but something happened when it moved into production. In testing, your agent reviewed pull requests The post Your agent is…
Open-weight models now handle a majority of tokens on Vercel’s AI Gateway. But Anthropic still takes 64% of the spend.
The trend is clear: open-weight models are taking an increasingly large bite out of production AI usage. On Monday, The The post Open-weight models…
Intel squeezed a 1.58-bit LLM down to 1.485 bits without changing a single weight
The 1.58 in a 1.58-bit language model sounds like a hard limit, but Intel researchers pushed a ternary model below The post Intel squeezed a 1.58-bi…
Perplexity’s AI agents helped build a database. They weren’t allowed to run it.
Perplexity decided it was paying too much for DynamoDB and wasn’t getting the control it wanted over read performance. So The post Perplexity’…