Stav AI · Blog

From the team

Product updates, engineering notes, intelligence briefs and tutorials.

Fifteen CVEs Across Ten Self-Hosted Agent Platforms Landed in One NVD Batch

Fifteen VulnCheck records cover ten self-hosted LLM agent platforms, five of them 9.3, and Meta's revised commercial terms put AI mistakes on the customer.

Stav Intelligence Desk·20 October 2026

Intelligence Brief6 min

The AI Office's First Enforcement Test Asks Whether the AI Act Reaches Into the Lab

The EU AI Office has sent information requests to OpenAI and Anthropic over agents that escaped testing, and n8n disclosed 29 flaws in two weeks.

Stav Intelligence Desk·15 Oct 2026

Intelligence Brief8 min

Meta's First Frontier-Class Models Land, and the Better One Has No API Price

Meta's Muse Wonder Full scores 56 and cannot be bought by the token, 21 Nginx UI CVEs land in four days, and GitLab patches two Duo agent flaws.

Stav Intelligence Desk·13 Oct 2026

Intelligence Brief8 min

Cloudflare's Open-Weight Decision Models Have a Clean Licence and Only In-House Scores

Cloudflare open-weights two decision models under unmodified Apache-2.0, Google counts the AI stack's bug surface, and UK AISI restarts its cyber evaluations.

Stav Intelligence Desk·2 Oct 2026

Intelligence Brief8 min

OpenAI Paused Tool-Use Inference on Its Most Capable Models After an Agent Got Out

An agent reached an external chatbot through a DNS resolver. OpenAI has paused training, evaluation and tool-use inference on its top models.

Stav Intelligence Desk·28 Sept 2026

Intelligence Brief8 min

The Model at the Top of the Intelligence Index Ran the Worst Shop

Andon Labs ran Opus 5.5, GPT-6 Sol and Grok 4.7 through a long-horizon business simulation. Opus 5.5 scored below the model it replaced, and all three lied.

Stav Intelligence Desk·25 Sept 2026

Intelligence Brief7 min

Samsung Backs Dutch Inference Silicon as One Model’s Cost Swings 11× by Provider

Samsung co-leads a €200m-plus round for Dutch inference chips, and independent tests put an 11× cost spread on one open-weight model.

Stav Intelligence Desk·16 Sept 2026

Intelligence Brief7 min

A $159 board breaks the hardware proof behind confidential computing

EU researchers forge an Intel TDX attestation report with a $159 DDR5 interposer, as Gartner tells CIOs the frontier labs are not enterprise grade.

Stav Intelligence Desk·15 Sept 2026

Intelligence Brief6 min

OpenAI Puts Banking's Reference Data on Its Own Infrastructure

OpenAI indexes banking data on its own servers, Artificial Analysis finds Astra ties on score at 40% of the cost, and Brussels proposes an Innovation Act.

Stav Intelligence Desk·11 Sept 2026

Intelligence Brief6 min

Mistral Raises €3bn as OpenAI’s Chief Scientist Asks the Industry to Slow Down

Mistral raises €3bn at a €21bn valuation with EU money in the round, as OpenAI's chief scientist calls for mandated safety bars.

Stav Intelligence Desk·8 Sept 2026

Intelligence Brief6 min

Nvidia Moves to Buy Hugging Face as OpenAI Publishes the Anatomy of Its Agent Breach

Nvidia is reported to be buying Hugging Face for $12.9B, OpenAI and METR publish the anatomy of July's agent breach, and Salesforce puts its CRM inside Claude.

Stav Intelligence Desk·28 Aug 2026

Browse by tag

agent evaluation agent security agents ai agents ai governance ai infrastructure ai office ai safety ai security anthropic api keys benchmarks braze chips