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?

Sep 23, 2026

ChatGPT now shows Experian credit scores — what the number can and can’t tell you

OpenAI has added an Experian credit connection to ChatGPT Finances. The dashboard explains a VantageScore 3.0, but its monthly score can differ from live balances and a lender's number.

Sep 21, 2026

AI language coalition targets 3.4 billion people, but its governance is still unwritten

A new 60-organization coalition has set a five-year target for AI in underrepresented languages. Its first real test is whether open data, consent and community control become measurable deliverables.

Sep 21, 2026

OpenAI says its model resolved 100+ math problems, but hasn’t released the list

OpenAI reports that an internal model resolved more than 100 long-standing math problems. Its new independent advisory group can publish recommendations, but it cannot control company decisions or compel the release of the underlying proofs.