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?

Sep 21, 2026

AI language coalition targets 3.4 billion people, but its governance is still unwritten

A new 60-organization coalition has set a five-year target for AI in underrepresented languages. Its first real test is whether open data, consent and community control become measurable deliverables.

May 18, 2026

ChatGPT Finance Dashboard Connects 12,000 Banks as OpenAI Becomes a Fintech Platform

OpenAI launched a personal finance dashboard inside ChatGPT for Pro users, connecting to 12,000+ financial institutions via Plaid. The feature analyzes real transaction data with GPT-5.5, turning ChatGPT from a chatbot into a fintech platform that could compete with Mint and Monarch.

May 8, 2026

Coinbase Restructures: Cuts 14% Workforce, Embraces AI-Driven Leadership

Coinbase is axing 14% of its workforce as it ditches 'pure managers' for AI-driven roles. Expect leaner, AI-backed 'player-coaches' managing larger teams. This shift could be risky, but also transformative for those adapting quickly.