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

Anthropic Co-Founder Tells Vatican AI Must Be Guided from Outside Big Tech

Anthropic co-founder Chris Olah, the sole Big Tech representative at the Vatican's presentation of Pope Leo XIV's first encyclical on AI, warned that frontier AI labs operate within “incentives and constraints that can conflict with doing the right thing” and called for religious communities, governments, and civil society to hold the industry accountable.

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.

May 5, 2026

Instagram Unveils AI Creator Labels for Transparency

Instagram implements optional 'AI Creator' labels for transparency in AI-generated content. Creators can display their use of AI tools on profiles and posts. This initiative aims to clarify the mix of AI and human content, countering misinformation.