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 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."

Apr 27, 2026

Claude Opus 4.7 Release: New AI Model Delivers Advanced Coding Capabilities

Claude Opus 4.7, Anthropic's latest AI model, is now available with standout improvements in software engineering. At $5 per million input tokens and $25 per million output tokens, it delivers better code quality and efficiency, making it a top choice for developers seeking to offload complex coding tasks. However, a tokenizer change has some builders worried about increased costs.

Apr 24, 2026

OpenAI Launches AI Model o3 for Autonomous Model Improvement

OpenAI reveals o3, a cutting-edge AI model designed to enhance and refine other models. Bypassing direct content generation, o3 acts as a 'model editor', significantly outperforming its predecessors in complex tasks. Internal safety testing underway with a public demo tentatively set for late 2026.