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 24, 2026

DeepSeek's Open-Source A.I. Surge: Game Changer in Global Competition

DeepSeek's release of its open-source V4 model propels its position in the A.I. race, challenging American giants with cost-efficiency and openness. For global builders, this marks a new era of accessible, powerful tools for software development.

Apr 24, 2026

White House Hits Back at China's Alleged AI Tech Theft

A White House memo has accused Chinese firms of large-scale AI technology theft. Michael Kratsios warns of systematic tactics undermining US R&D. No specific punitive measures detailed yet.

Apr 24, 2026

OpenAI Offers $25K for Cracking GPT-5.5 Biosafety

OpenAI launches a $25,000 Bio Bug Bounty for GPT-5.5. It's about finding a universal jailbreak that beats the model's biosafety guardrails. Applications are open until June 22, 2026, for researchers with expertise in AI, security, or biosecurity.