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 4, 2026

Elon Musk and Sam Altman Courtroom Drama Over OpenAI

The courtroom clash between Elon Musk and Sam Altman over OpenAI's nonprofit status has begun in Oakland. Musk accuses OpenAI of paving the way for the looting of charities, while Altman paints Musk's claims as sour grapes after missing out on OpenAI's success post-ChatGPT. This high-profile trial could set precedents for AI and charitable foundations.

Apr 29, 2026

Parag Agrawal’s Parallel Web Systems Secures $100 Million for AI Web Infrastructure

Parag Agrawal, former Twitter CEO, has raised $100M for Parallel Web Systems, taking its valuation to $2B. The startup builds a web infrastructure enabling AI agents to navigate and perform tasks online more effectively. Competing with Tavily and Exa Labs, it has already attracted 100k developers.

Apr 27, 2026

China Blocks Meta's $2 Billion Manus Acquisition Amid AI Tensions

China's National Development and Reform Commission has blocked Meta's $2 billion acquisition of Manus, citing concerns over foreign investment and tech export controls. The move adds to the ongoing US-China tech tension, even as Manus relocated to Singapore and claimed significant revenue and AI capabilities.