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 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.

May 8, 2026

Meta bought ARI. The robot is not the product yet.

Meta acquired Assured Robot Intelligence and moved the team into Superintelligence Labs. The important part is not a humanoid launch; it is Meta buying talent and software ideas for the control layer of future robots.

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.