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

Why AI Won't Rattle Apple's iPhone Ecosystem: Perplexity CEO Weighs In

Perplexity CEO Aravind Srinivas dismisses AI's potential to disrupt Apple's iPhone, citing three core advantages: digital passport, Apple Silicon, and brand trust.

Apr 23, 2026

Tesla's Earnings Surge: Musk's Optimism and Strategic Investments

Tesla reports a rise in operating profits and a 51% increase in Full Self-Driving subscriptions. CEO Elon Musk emphasizes higher capital spending for significant growth and predicts the Optimus robot becoming its biggest product by 2027.

Apr 22, 2026

Palantir's CEO Karp Sparks Debate with 22-Point Manifesto on AI and Defense

Palantir's CEO Alex Karp released a 22-point manifesto summarizing his book, emphasizing AI's role in national security. He critiques Silicon Valley's priorities, urges tech elites to foster defense, and proposes revisiting the military draft. Builders need to note this shift as it signals a potential tech-defense industry crossover.