Stav AI · Blog

From the team

Product updates, engineering notes, intelligence briefs and tutorials.

Four AI Companies Back One Robots.txt Token for AI-Training Preferences

Four AI companies backed one robots.txt token for AI-training preferences, and Big Tech's AI capital spending has overtaken its cash generation.

Stav Intelligence Desk·2 November 2026

Intelligence Brief2 min

Google Is Releasing Its Top-Ranked New Model Only to Cyber Defenders

Gemini 4 Carbon tops Artificial Analysis at 59 but goes only to invited cyber defenders, and Microsoft books $10bn of quarterly revenue from OpenAI.

Stav Intelligence Desk·29 Oct 2026

Intelligence Brief3 min

Oracle Announces Four OpenAI-Powered Offerings for Its Enterprise Stack

Oracle put four OpenAI-based offerings into its enterprise stack with no ship dates, and Liquid AI released six open-weight 2B models on one backbone.

Stav Intelligence Desk·28 Oct 2026

Intelligence Brief8 min

Both Labs Asked for a Say in What Their Independent Reviewers Publish

Reuters: Anthropic and OpenAI sought control over what outside evaluators publish, and an independent run of a merge-quality coding benchmark tops out at 52%.

Stav Intelligence Desk·14 Oct 2026

Intelligence Brief8 min

Windows Ships Agent Containment, and Footnotes Governing It at Scale

Agent containment is generally available on Windows 11, but governing it at scale sits in a footnote and the local-cloud router is still a preview.

Stav Intelligence Desk·8 Oct 2026

Intelligence Brief7 min

Mistral’s 1T Preview Is Out, and Kimi K3 Leads Two of Its Three Charts

Mistral’s trillion-parameter Large 4 is an API preview until month end, and on its own charts Kimi K3 leads two of three rows. Plus 25 more Langflow CVEs.

Stav Intelligence Desk·7 Oct 2026

Intelligence Brief6 min

Nine vLLM Flaws Land at Once, and the Tenth Is Unfixed in Yesterday's Release

NVD published nine vLLM CVEs in one batch plus a tenth that 0.31.0 does not fix, and two agent platforms shipped seven more, five of them in MCP.

Stav Intelligence Desk·6 Oct 2026

Intelligence Brief8 min

Google Gives Defenders Its Best Model First, With the Cyber Guardrails Off

Gemini 4 Argon matches GPT-6 Astra at 53 on the Artificial Analysis index. Trusted defenders and Google's own teams get it with the cyber guardrails off.

Stav Intelligence Desk·1 Oct 2026

Intelligence Brief6 min

Anthropic's leaked prospectus says two customers are a quarter of its revenue

A draft IPO prospectus, a four-fifths price cut on a frontier model, and a free MIT control plane for agents that enterprises had been banning.

Stav Intelligence Desk·30 Sept 2026

Intelligence Brief7 min

Anthropic's New Sonnet Costs the Same Per Token and About 50% More Per Task

Artificial Analysis measured Claude Sonnet 5.5 at $7.60 per task, about 50% more than Sonnet 5, on the highest output-token use it has recorded.

Stav Intelligence Desk·29 Sept 2026

Intelligence Brief5 min

A German cloud provider cuts 800 jobs and names AI as a reason

Ionos and 1&1 shed 800 roles with AI named as a factor, the Cyber Resilience Act's 24-hour reporting clock starts, and a vendor disowns its own benchmark row.

Stav Intelligence Desk·14 Sept 2026

Intelligence Brief5 min

OpenAI Says Its Next Model Can Break Into Hardened Systems On Its Own

OpenAI calls Astra its first Critical-cyber model, Brussels makes ChatGPT a search engine in law, and Anthropic books ~$90bn of compute in a month.

Stav Intelligence Desk·2 Sept 2026

Intelligence Brief5 min

OpenAI Says Its Chip Beats Nvidia on Watts — Using Its Own Numbers

OpenAI's Jalapeño posts perf-per-watt wins on its own numbers, stolen sessions drain Claude accounts past MFA, and only 15% of agent adopters have scaled.

Stav Intelligence Desk·1 Sept 2026

Intelligence Brief4 min

Nvidia Puts a Number on the Buildout — and the Power Bill Comes Due

Nvidia's Q2 print: $96.2B revenue, $89B data centre, guidance that skips China. Emerald AI raises $150M to flex the grid to save power.

Stav Intelligence Desk·27 Aug 2026

Intelligence Brief3 min

The Whole AI Trade Waits on One Nvidia Number

Nvidia reports today against a $91B bar; Salesforce says agent fleets have tripled; and France puts a number on what AI summaries cost publishers.

Stav Intelligence Desk·26 Aug 2026

Intelligence Brief4 min

The Agent Stack Gets a Landlord: Google Hands A2A to a Neutral Foundation as IBM Buys Inference by the Cluster

Two protocols under one neutral roof, IBM's $240M inference cluster, and the money chasing whoever can govern the agents.

Stav Intelligence Desk·25 Aug 2026

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