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?

May 29, 2026

CNN Sues Perplexity AI, Alleging Mass Copyright Infringement

CNN filed a lawsuit against Perplexity AI in New York federal court, accusing the AI search company of unlawfully copying and distributing thousands of CNN stories, videos, and images without permission. The case joins a growing wave of publisher lawsuits against AI companies over content use.

May 19, 2026

Jury Unanimously Rejects Musk OpenAI Lawsuit, Clearing Path to $1 Trillion IPO

A federal jury unanimously rejected Elon Musk's $150 billion lawsuit against OpenAI and Sam Altman, ruling he waited too long to file. The verdict, reached after less than two hours of deliberation, removes a major obstacle to OpenAI's planned IPO and sets a precedent for nonprofit-to-for-profit conversions in the AI industry.

May 18, 2026

Musk-OpenAI Trial Goes to Jury as Trust in AI Leadership Hangs in Balance

Jury deliberations begin today in Elon Musk's $134 billion lawsuit against OpenAI. The trial has become a referendum on trust in AI leadership, with Sam Altman's credibility under a microscope. The outcome could reshape how AI companies govern themselves — and what builders can expect from the tools they depend on.