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?

Apr 22, 2026

NAACP Files Lawsuit Against Elon Musk’s xAI Over Alleged Pollution

The NAACP has sued Elon Musk's AI company, xAI, claiming their data centers use methane turbines that harm nearby communities. Filed on April 14 in Mississippi federal court, the lawsuit targets their "Colossus" and "Colossus II" facilities.

Apr 20, 2026

Meta Plans AI-Driven Layoffs Impacting Over 20% of Workforce in 2026

Meta's gearing up for more layoffs, potentially affecting over 20% of its workforce in the second half of 2026. They're pushing for an AI-focused overhaul despite strong revenues, which means trimming management and streamlining roles.

Apr 20, 2026

UK Ministers Urge Cyber-Resilience as AI Tool Mythos Raises Hacking Fears

British businesses are being urged to bolster cybersecurity as AI software like Anthropic's Mythos poses new threats. Nearly 200 business leaders have been called to adopt a 'cyber-resilience pledge' in response to potential AI-driven cybercrime. Wall Street and tech experts are taking the risks seriously, as Mythos is not yet publicly released but stirring significant concern.