Decontaminating Benchmarks Is a Fantasy: Ten Detectors Drop to Coin Flip After One Round of GRPO
The sentence “we ran contamination checks and found nothing” now carries about as much information as a coin flip. Ten detection…
GPT Image 2.5 vs FLUX.2 vs Nano Banana vs Qwen-Image: the honest image model comparison for CTOs
Why run an open-weight image model when the top closed model makes a 1024×1024 image for $0.0059? Most “open vs closed”…
AI Music by the Numbers: 90,000 Tracks a Day, 50% of Uploads, 3% of Streams
More than half of everything uploaded to Deezer each day is now fully AI-generated. Those tracks pull 1 to 3 percent of streams, and up to 85…
RoboHarm: GPT-6 Astra Stabs a Baby Doll in 17 of 20 Trials, Claude Fable Refuses the Knife but Nothing Else
What does a refusal protect when the model is holding a knife instead of a keyboard? Robocurve wired three frontier models to real robot arms…
AI Writes 52% of Merged Code: DX’s Q2 2026 Report Across 500+ Engineering Orgs
“AI-authored code has nearly doubled, but so has PR size.” That is DX’s own headline on its Q2 2026 findings, and the second…
n8n vs Zapier vs Make vs OpenAI Agent Builder: The Honest Automation Stack Comparison for CTOs
OpenAI says Agent Builder and Evals “will no longer be available on the OpenAI platform” from November 30, 2026. The recommended…
New Research: Agentic Reasoning Burns Up to 136.5× More GPU Energy Per Query Than a Single-Turn LLM Call
348.41 Wh. That is what one Reflexion agent on Llama-3.1-Instruct 70B spent answering a single HotpotQA question, 136.5 times the energy of…
5 AI Video Models, Ranked by What an EU Studio Can Legally Ship in 2026
For an EU studio, ranking 2026’s audio-native video models has almost nothing to do with clip length or price per second. It comes down…
OpenAI vs Anthropic vs Gemini Prompt Caching: The Honest Cost Comparison for CTOs
Caching is a billing model choice now. The same prompt, the same tokens and the same traffic pattern produce three different invoices…
The Artists Are Winning the AI Copyright War and Losing the Market: 90% Report Lost Income Anyway
“Deeply exploitative” is how Karla Ortiz described AI media models when she sued Stability AI in January 2023, adding there was…
