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 23, 2026

AI Layoffs: Perplexity CEO Sparks Backlash with 'Glorious Future' Comments

Perplexity AI CEO Aravind Srinivas triggered outrage by claiming AI layoffs could be a gateway to a brighter future. Critics slammed his comments as out of touch during a period marked by rising unemployment. While some see AI as a chance to innovate, the reality of lost income and stability can't be ignored.

Apr 21, 2026

Perplexity CEO's Bold Claim: AI-Induced Job Losses Worth a 'Glorious Future'

Perplexity CEO Aravind Srinivas suggests massive job losses due to AI are a necessary trade-off for a better future. He argues that most people don't enjoy their jobs and should focus on entrepreneurship using AI tools.

Apr 14, 2026

OpenAI's Mysterious New Tool: Too Powerful for Public Release!

OpenAI has developed a groundbreaking AI tool deemed too dangerous for public release, citing potential risks and ethical concerns. This move highlights OpenAI's commitment to safety over rapid deployment, sparking conversations about AI ethics, regulation, and competition.