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 17, 2026

Anthropic Forced to Pull Fable 5 AI Model After White House Export Ban

The Trump administration forced Anthropic to disable its newest Fable 5 and Mythos 5 AI models after Amazon flagged a jailbreak vulnerability. The unprecedented export control order is sending shockwaves through the AI industry, accelerating open-source adoption and raising existential questions for builders who rely on closed models.

Jun 15, 2026

OpenAI Drops $150M on Partner Network to Push Enterprise AI Adoption

OpenAI is committing $150 million to build a global partner ecosystem that spans systems integrators, consultants, and tech firms — aiming to train 300,000 certified consultants by the end of 2026 and bridge the gap between AI capability and real-world enterprise deployment.

Jun 15, 2026

OpenAI Acquires Ona to Add Persistent Cloud Execution to Codex

OpenAI has agreed to acquire Ona, bringing persistent cloud execution environments to Codex so developers can run AI agents that continue working for hours or days without being tied to a single machine.