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 6, 2026

Anthropic Secures SpaceX's Colossus for AI Compute Boost

Anthropic partners with SpaceX to secure 300 megawatts at the Colossus One data center, utilizing over 220,000 Nvidia GPUs. This collaboration addresses the demand surge for Anthropic's Claude Code service and marks a strategic expansion in AI compute resources.

Apr 30, 2026

Anthropic Rolls Out Claude Managed Agents for Developers

Anthropic's Claude Managed Agents, launched on April 8, 2026, lets developers create and deploy AI agents without handling infrastructure. Charging $0.08 per runtime hour plus tokens, it accelerates setup from months to days. This product tackles infrastructure complexity, setting Anthropic apart as a primary player in AI agent hosting.

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."