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

Apple Hikes Mac Mini Price as AI Demand Soars

Apple ups the Mac Mini price from $599 to $799 by scrapping the cheaper 256GB model, driving demand with its prowess in AI workloads. Builders face challenges with persistent supply issues and a lean toward higher specs.

Apr 28, 2026

OpenAI Partners with AWS, Breaking Microsoft Exclusivity

OpenAI's generative AI models are now on Amazon Web Services, ending their exclusive deal with Microsoft. This change gives builders more options to experiment with AI via Amazon Bedrock. AWS CEO Matt Garman stated, "This is what our customers have been asking us for for a really long time."