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 12, 2026

Perplexity AI Fights Amazon in Court That Will Decide If a 1986 Law Can Stop AI Agents

The Ninth Circuit is grappling with whether a 1986 anti-hacking statute can block AI agents from accessing websites — a case that could define the legal boundaries of agentic AI for every builder deploying autonomous tools.

Jun 11, 2026

OpenAI and Visa Partner to Let AI Agents Make Purchases

OpenAI and Visa announced a partnership enabling AI agents to make purchases on behalf of users through ChatGPT, marking the most significant infrastructure play yet for autonomous AI-driven commerce.

Jun 10, 2026

Perplexity CEO Sets 2028 IPO Target, Betting AI Search Can Wait While Rivals Rush In

Perplexity CEO Aravind Srinivas confirmed the AI search company will go public in 2028, deliberately waiting while OpenAI, Anthropic, and SpaceX race to Wall Street this year. With $500 million in annualized revenue and 100 million monthly active users, Perplexity is betting that building the business now beats rushing the IPO window.