Aug 21, 2026

How to Benchmark LLMs: Five Mistakes That Skew Your Results

Most in‑house model comparisons are run in a way that guarantees a misleading answer. Not a wrong one exactly, and rarely a dishonest one. Just an answer that would have come out differently if the person running it had pressed enter a second time.

Aug 14, 2026

Infrastructure for Continuous Web Data Collection

A one‑off scrape is a weekend project. Running the same collection job every hour for three years is an infrastructure problem, and most teams underestimate how different those two things are. Continuous collection breaks in ways that batch jobs don't. Sites redesign their markup, rate limits tighten overnight, and the IP pool that worked in March gets flagged by June. The stack has to absorb all of it without a human watching the logs. Here's what the working parts look like when a pipeline actually holds up.

Aug 10, 2026

Can You Become Emotionally Dependent on an AI Therapist?

Jun 16, 2026

Trump Administration Forces Anthropic to Pull Fable 5 and Mythos 5 Offline

The U.S. Commerce Department ordered Anthropic to block foreign access to its newest Fable 5 and Mythos 5 AI models, forcing a total shutdown. The directive, triggered by an Amazon security paper and a three-word jailbreak prompt, has sparked a global sovereign AI backlash from the UK, France, and Canada.

Jun 15, 2026

Carney Compares Anthropic Ban to 2008 Crisis at G7, Warns of AI Over-Reliance

Canadian PM Mark Carney — a former central banker who steered through 2008 — warned G7 leaders that the US export ban on Anthropic's AI models mirrors the systemic linkages that nearly collapsed global banking. India has proposed a $5B sovereign AI fund in response.

Jun 14, 2026

US Orders Anthropic to Shut Down Fable 5 and Mythos 5 Worldwide

The US government ordered Anthropic to block all foreign nationals from accessing its most powerful AI models, forcing the company to disable Claude Fable 5 and Mythos 5 globally. The unprecedented directive, reportedly triggered by concerns raised by Amazon CEO Andy Jassy, marks the most aggressive US export control action ever taken against a commercial AI model.