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 1, 2026

OpenAI's Stargate Surges: Achieves 10GW AI Infrastructure Milestone

OpenAI is ramping up Stargate, smashing its 10GW U.S. infrastructure goal ahead of schedule. Already 3GW online in just 90 days, the demand for compute power grows. Builders, take note: more capacity means bigger and better AI.

Apr 24, 2026

White House Hits Back at China's Alleged AI Tech Theft

A White House memo has accused Chinese firms of large-scale AI technology theft. Michael Kratsios warns of systematic tactics undermining US R&D. No specific punitive measures detailed yet.

Apr 20, 2026

Battle for Brand Visibility Extends Beyond Search Engines in 2026

Businesses of all sizes are finding new arenas for brand visibility beyond traditional search engine optimization. This shift opens up more competitive landscapes and demands innovative marketing strategies. For builders, understanding these changes is crucial for maintaining a competitive edge.