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 14, 2026

State Attorneys General Investigate OpenAI Ahead of Its IPO

A coalition of state attorneys general has opened an investigation into OpenAI, issuing a subpoena that demands information on advertising practices, data handling, user safety, and model sycophancy. The probe lands just days after OpenAI filed paperwork to go public, adding regulatory risk to one of the year's most anticipated IPOs.

Apr 30, 2026

Tumbler Ridge Families Sue OpenAI for $1B+ Over ChatGPT Shooting Role

Seven lawsuits filed in San Francisco allege OpenAI's safety team flagged the Tumbler Ridge shooter's plans but leadership overruled reporting to police. The cases could reshape legal accountability for AI companies whose chatbots interact with dangerous users.

Apr 26, 2026

OpenAI Knew About Shooting Suspects and Said Nothing. Now Altman Is Sorry

OpenAI flagged and banned a mass shooter's ChatGPT account eight months before the Tumbler Ridge attack but chose not to alert police. After a second shooting involving ChatGPT advice, Florida has opened a criminal investigation. The era of AI companies operating without a duty to report is ending.