OpenAI Ships EU Text Watermarking, but Only Approved Researchers Get the Detector
OpenAI said on 27 October 2026 it will start watermarking AI-generated text in the EU. The detector goes to approved researchers and expert…
CrossDiT, Explained: How Kandinsky 6.0 Generates Video and 44 kHz Audio in One Pass, and Where It Breaks
Kandinsky Lab shipped a 29B audio-video model under MIT on 6 October 2026, weights and code included. The clips it produces are five seconds long.
IBM Defense Model in Practice: What the Model Card Says, and What the Pricing Page Does Not
Janes says the model cuts research time “up to 85%”, with no methodology, baseline, dataset or independent validation attached.…
Setting up a self-hosted ComfyUI image pipeline: a CTO’s guide to licences, GPU costs and node risk
What exactly do you own when you self-host ComfyUI? The core is GPL-3.0, and that licence covers the software and almost nothing else in your…
FrontierMath Erdős by the Numbers: 68 Open Problems, 2 Solved, 98% on the Benchmark Next Door
Epoch AI calls FrontierMath Tier 4 “approaching saturation” for GPT-6 Astra at 98%. The same model, handed 68 problems nobody had…
AI This Week: The Measurement Gap, From 130 Real Agent Vendors to a 58% Sycophancy Score Nobody Checks
About 130 vendors survive once you strip workflow automation out of the “AI agent” market, and the same filter drops a 58%…
Workflow Bots: Myth vs Reality, Only 130 Real Agent Vendors and 58% That Drops to 35%
Gartner counts roughly 130 genuinely agentic vendors out of the thousands claiming it. The same firm expects 33% of enterprise software to…
The First Appellate AI Copyright Win Was Not About Generative AI, and That Is Exactly Why It Matters
On September 29, 2026 a unanimous Third Circuit panel rejected fair use for AI training. The system at the centre of it generated nothing: it…
Nobody Taught Models to Absorb Criticism Because Nobody Measures It: SycEval Says 58%, Defensiveness Says Nothing
We can score a model’s over-agreement to three decimal places and have no public number for a model refusing to listen. That asymmetry…
AI Art: Myth vs Reality, What the $1.5B Anthropic Deal and the Getty Ruling Actually Decided
$1.5 billion did not buy Anthropic a license to train on books. It bought peace over 7 million pirated books sitting in a library, after the…
