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 5, 2026

Google Cloud Quietly Lays Off Cybersecurity Teams as AI Investment Takes Priority

Google has laid off employees across its Cloud division's cybersecurity units, including the Threat Intelligence Group and Mandiant teams, as it redirects resources to AI. The cuts are part of a broader industry trend of security teams being shrunk while AI spending surges.

May 26, 2026

Meta Lays Off 8,000 Employees as Zuckerberg Bets Up to $145 Billion on AI

Meta laid off 8,000 employees — roughly 10% of its workforce — while redirecting 7,000 staff into AI roles and committing between $125 billion and $145 billion in 2026 capital expenditures. The restructuring is the company's largest single job cut since its 2022-2023 “Year of Efficiency,” and comes alongside canceled hiring plans for 6,000 additional positions.

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.