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 5, 2026

Anthropic Teams Up with Blackstone, Hellman & Friedman for New AI Services

Anthropic partners with Blackstone, Hellman & Friedman, and Goldman Sachs to launch a new AI services company. Targeting mid-sized companies, they focus on deploying Anthropic's Claude AI across various sectors, backed by major investors like General Atlantic and Sequoia Capital.

Apr 24, 2026

OpenAI Launches AI Model o3 for Autonomous Model Improvement

OpenAI reveals o3, a cutting-edge AI model designed to enhance and refine other models. Bypassing direct content generation, o3 acts as a 'model editor', significantly outperforming its predecessors in complex tasks. Internal safety testing underway with a public demo tentatively set for late 2026.

Apr 24, 2026

DeepMind Teams Up With Industry Giants to Push AI Forward

Google DeepMind partnered with industry giants like Accenture and McKinsey to bring AI into production at scale. With $15.7 trillion potential, AI adoption lags, but this move promises transformational impact across sectors.