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

OpenAI Shifts Focus Amid Fierce Competition: Inside Sam Altman's Strategic Pivot

OpenAI, pressured by rivals like Anthropic and Google, trims non-core projects to boost financial discipline. Under Sam Altman's leadership, the company concentrates on monetizable AI tools amid IPO plans. The challenge: balancing innovation with revenue demands.

Apr 23, 2026

Elon Musk Says Tesla Optimus Could Eclipse Car Industry Impact

Elon Musk's latest reveal? Tesla's Optimus robot could be the company's game-changer, with production targeted for summer 2026. With a price point of $20K-$30K, it's designed to handle tasks mundane to dangerous. Musk believes it could reshape labor markets.

Apr 23, 2026

Amazon Seeks to Uphold Injunction Against Perplexity's Comet AI

April 2026: Amazon appeals to a US court to maintain an injunction against Perplexity, blocking its Comet AI from accessing secured parts of Amazon's site. This legal tug-of-war highlights ongoing tensions over AI's role in data access.