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?

Jun 7, 2026

OpenAI's Lockdown Mode Locks Down ChatGPT Against Prompt Injection Attacks

OpenAI is rolling out Lockdown Mode to all ChatGPT users, an optional security setting that disables live web browsing, deep research, and agent mode to block prompt injection attacks that try to exfiltrate sensitive data. The move signals that connected AI agents are creating attack surfaces that even frontier labs are racing to contain.

Jun 5, 2026

Google Cloud Quietly Lays Off Cybersecurity Teams as AI Investment Takes Priority

Google has laid off employees across its Cloud division's cybersecurity units, including the Threat Intelligence Group and Mandiant teams, as it redirects resources to AI. The cuts are part of a broader industry trend of security teams being shrunk while AI spending surges.

Jun 5, 2026

OpenAI Codex Chains Decade-Old DoS Attacks into New HTTP/2 Bomb Exploit

OpenAI Codex agent discovered a new denial-of-service attack by combining two decade-old techniques into an HTTP/2 Bomb that can crash vulnerable servers in seconds from a single home computer. Nearly 880,000 websites may be affected.