Liquid AI caught its model cheating on coding tests — then it recognized the sandbox
Liquid AI’s new reasoning model was built to solve coding problems, but during training it kept combing Git history, GitHub, The post Liquid A…
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OpenAI promised developers six months’ notice. GPT-4o users got three.
OpenAI is retiring four GPT-4 models from its API on January 14, 2027. The deprecation notice the company sent developers The post OpenAI promised d…
Anthropic built its own git replacement for AI-scale coding. But you can’t have it.
This week, Anthropic revealed it built an in-house version control system to handle exploding code merges. It says Claude was both part Th…
The permission you denied today is your safety net for tomorrow
What happens when you give an AI support agent a permission it never needed, then assign it a task the The post The permission you denied today is y…
The code confidence gap nobody’s talking about
AI has changed the economics of software creation: A task that once took hours to implement can now start with The post The code confidence gap nobo…
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…
Linus Torvalds let Claude Code fix the Linux page cache. Then reviewers found a race.
Linux creator and longtime lead maintainer Linus Torvalds turned to Anthropic’s Claude Code to tackle a kernel performance problem that The po…
“Take work away from frontier LLMs”: Subquadratic’s decision model claims 12x Jev’s context window
Jev has a lot to answer for. Ever since AI startup TypeSafe unveiled the decision model in mid-September, the industry The post “Take work away from…
You can outgrow vanilla Postgres without abandoning Postgres
For many data aficionados, Postgres is the way to store and manage relational data. It’s efficient, it’s straightforward, and it The pos…
Most AI incident tools still leave a key decision to humans
An AI SRE agent can help troubleshoot an incident. But can you trust it to decide on its own when The post Most AI incident tools still leave a key…
Claude Sonnet 5.5 vs. Opus 5.5: 42% cheaper and perfect on every run
Anthropic launched Sonnet 5.5 six days after Opus 5.5. The company says it scores 70.6% on Terminal-Bench 4.0, ahead of The post Claude Sonnet 5.5 v…
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…
Your phone’s vector index might be bigger than the AI model running it
Google released EmbeddingGemma 2 on Tuesday, putting text, code, image, video, and audio retrieval into a 740-million-parameter open model that The…
OpenAI brings text watermarking to its API — and unlike Anthropic, it’s off by default
OpenAI has announced that developers can now opt in to watermarking text generated through its API, as the company extends The post OpenAI brings te…
The AI safety check that runs on a laptop and nearly matched a 35B model
Guardrail selection has typically meant choosing between a purpose-built classifier and an LLM acting as a judge. Decision models such The post The…
Bit Cloud’s next chapter starts after the AI builds your app
For many developers, building an application from an AI prompt is already part of the workday. Turning that first version The post Bit Cloud’s next…
AWS launches a local answer to TypeSafe’s Jev decision model
AWS on Thursday launched Strands Decider 2B, its take on decision models like Jev, Kev, imajev, Laya, and others. TypeSafe&…
Use Graph RAG when relationships are part of the evidence
Which team owns the service that depends on the vulnerable library? Which customers use that service, and what does each The post Use Graph RAG when…
In AI security, there’s no room for a defender’s mindset
In June, the Five Eyes intelligence alliance issued a rare joint statement. Frontier AI models, they warned, are “anticipated to The post In A…
OpenAI’s Dots boundary problem rate doubled in longer tests
OpenAI’s new Dots are built to keep working after you step away. Launched at DevDay on Tuesday, the always-on agents The post OpenAI’s Dots bo…
Your AI agent aced the demo. Your data may still derail it.
Ahhh, demo AI agents. Don’t you just love them? Cute and cuddly, solving all your company’s problems without complaints, missteps, The p…
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…
Kill the code review theater, keep the review
Six months ago I wrote about how to kill the code review, and I was wrong. I still think line-by-line The post Kill the code review theater, keep th…
OpenAI answers TypeSafe’s Jev with a Decision API built on Luna
With the sudden rise of TypeSafe’s Jev, decision models have become incredibly popular, so it’s not surprising that OpenAI is The post O…
OpenAI exposes “new variety of prompt injection” that can spread like computer worms
In a report published Friday, OpenAI shares evidence of a new variety of prompt injection that can self-propagate like a The post OpenAI exposes “ne…
OpenAI blocked its agent’s web access. Then it tunneled out through DNS.
Last week, OpenAI published new reports detailing misalignment issues with its agents. This time, two internal models found ways around The post Ope…
Think you need a better reranker? Check your retrieval first.
You built a search system using the latest, greatest models, and maybe you were thrilled with the outcome. But what The post Think you need a better…
GPT-6 Sol vs. Claude Opus 5.5: Is cheaper important when results aren’t consistent?
OpenAI launched GPT-6 Sol on September 22, claiming it scores higher than Claude Opus 5 on business workflow tasks at The post GPT-6 Sol vs. Claude…
Performance engineering from kernel analysis to AI: Adrian Cockcroft’s take
Over its five-year history, P99 CONF has hosted quite a few speakers who’ve offered pointed takedowns of the namesake metric. The post Perform…
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…