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 6, 2026

Tesla's Own FSD Trainers Don't Trust the Tech They Built

A Reuters investigation reveals that 7 of 9 former Tesla data labelers who trained Full Self-Driving would not trust it to drive them, citing dangerous failures they observed firsthand. Eleven independent researchers found Tesla's safety statistics inflate FSD's safety record by up to 3x through flawed methodology — comparing airbag-deployment crashes against far less severe incidents.

May 29, 2026

Tesla Robotaxi Fleet Dwarfed by Waymo: Just 42 Cars in Texas

Tesla has just 42 autonomous vehicles authorized for driverless ridehailing in Texas, less than one-tenth of Waymo's 577, according to new state DMV filings. The data, released as a new Texas AV oversight law took effect, reveals the gap between Tesla's robotaxi ambitions and its operational reality.

May 6, 2026

Anthropic Secures SpaceX's Colossus for AI Compute Boost

Anthropic partners with SpaceX to secure 300 megawatts at the Colossus One data center, utilizing over 220,000 Nvidia GPUs. This collaboration addresses the demand surge for Anthropic's Claude Code service and marks a strategic expansion in AI compute resources.