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 7, 2026

Meta's Agentic AI Assistant Set to Shake Up User Experience

Meta is launching an 'agentic' AI assistant designed to tackle tasks autonomously across its platforms. This move puts Meta in a competitive race with AI giants like Google and Apple. Builders in AI should watch how this could alter app ecosystems and user interactions.

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.

Apr 24, 2026

Meta's New Insights Tab: Parents Can See Teen AI Topics

Meta introduces a new 'Insights' tab, letting parents see the topics their teens discuss with Meta AI on platforms like Facebook and Instagram. This feature, available in key markets and rolling out globally soon, aims to spark safer conversations between parents and teens amid increased AI interaction.