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 13, 2026

OpenAI Weighs Steep Price Cuts as Anthropic Pulls Ahead in Enterprise AI

OpenAI is considering deep price cuts on API tokens as Anthropic's enterprise momentum — driven by Claude Code — reshapes the AI market. With both companies racing toward IPOs and open-source models from China offering comparable performance at a fraction of the cost, the economics of AI are shifting fast for builders.

Jun 12, 2026

OpenAI Buys Cloud Startup Ona So Codex Can Run Tasks While Your Laptop Is Closed

OpenAI is acquiring German cloud startup Ona to give Codex persistent cloud environments where AI agents can run multi-step coding tasks across hours or days — even when your laptop is shut. Codex now has over 5 million weekly active users.

Jun 12, 2026

GPT-5.5 Beats Claude Fable 5 on Brutal New Agents' Last Exam Benchmark

OpenAI's GPT-5.5 beat Anthropic's brand-new Claude Fable 5 on the Agents' Last Exam benchmark, a grueling new test from UC Berkeley that measures whether AI can execute real, economically valuable professional workflows — and both models still fail most of the time.