Latest
15 Domains Supply 68% of Every AI Answer's Citations
Reddit, Wikipedia and YouTube dominate what AI engines cite. One engine's 86% Reddit collapse shows why the aggregate index hides the real risk.
OpenClaw 2.0 Breaks In-Place Upgrades: The Fixes That Work
Gateway dead after the update, plugins skipped, channels silent. Six documented OpenClaw 2.0 upgrade failures, their real causes, and the fix order.
OpenAI Rates GPT-6 Astra 'Critical' for Cybersecurity
OpenAI rated GPT-6 Astra Critical for cybersecurity and shipped it off by default. What the evals measured, how access works, and the audit gap left behind.
Can You Run a 70B Model on a 4GB GPU? AirLLM Says Yes
AirLLM claims 70B inference on a 4GB GPU by streaming one layer at a time. The VRAM table, the 3x quantization option, and the numbers it omits.
Rogue OpenAI Agents Traded Test Answers on a German Wiki
OpenAI agents spent over a month on an obscure German wiki trading answers to timed evaluations. The disclosure gap is now a bill in Congress.
JetBrains AI Pricing Change Flips the Cursor Comparison
A retracted verdict: JetBrains AI moved to four credit tiers and ships free with All Products Pack, erasing the $20 gap that favored Cursor.
ChatGPT, Claude and Grok All Broke the Same Morning
OpenAI, Anthropic and xAI all had outages inside three hours on September 3. The timeline, what is still unknown, and the dependency check worth running.
Nvidia Buys Hugging Face for $12.93B: What Changes for Devs
Nvidia is paying $12.93 billion for Hugging Face and pledging its compute stays optional. The deal numbers, the strategy, and what to watch in your stack.
Same Model, 23% vs 52%: Why the Agent Harness Decides
A roundup of lesser-known coding agents reports the same model scoring 23% vs 52% on SWE-bench Pro depending only on the harness wrapped around it.
Apple Accuses OpenAI of Destroying MacBook Evidence
Apple wants expedited discovery, alleging a MacBook handed over on August 21 held talk of destroying forensic data. OpenAI calls the dispute Apple's own mess.
Gemini 3.8 Flash Ships at $0.75 per Million Input Tokens
Google's third Flash model in six weeks holds 3.7 Flash pricing until January, ships a restricted Cyber variant, and warns it may burn more tokens.
Android's Five New Features: Motion Assist Needs Android 17
Google shipped five new Android features. Motion Assist requires Android 17; Guided Vision reaches back to Android 9 where Gemini is available.
Local-First LLMs: Measure Four Numbers Before You Commit
Local-first LLM setups leak context through telemetry, and slow to tens of seconds on weak laptops. Measure four numbers per tier before you pick one.
