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 30, 2026

Ineffable Intelligence Secures Historic $1.1B Seed Funding

David Silver, former DeepMind lead, has launched Ineffable Intelligence, which just secured $1.1 billion in seed funding. Supported by tech giants like Nvidia and Google, this startup aims to develop a 'superlearner' AI exceeding human capabilities.

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 24, 2026

DeepMind Teams Up With Industry Giants to Push AI Forward

Google DeepMind partnered with industry giants like Accenture and McKinsey to bring AI into production at scale. With $15.7 trillion potential, AI adoption lags, but this move promises transformational impact across sectors.