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?

Mar 30, 2026

Pandemic Fallout: America's Job Discontent Hits Record Low

In a shocking revelation from Gallup's latest State of the American Workplace report, a staggering 77% of U.S. workers are either not engaged or actively disengaged at work. With economic repercussions amounting to $1.9 trillion annually, it's clear that widespread workplace dissatisfaction is more than just a personal concern—it's a national economic issue.

Jan 21, 2026

Massive 2025 Tech Layoffs See Nearly 245,000 Jobs Lost Globally

In a year marked by economic uncertainties and technological advancements, a staggering 244,851 tech workers globally found themselves unemployed in 2025. These layoffs, primarily driven by economic strains, rising interest rates, and the surge of AI automation, impacted major companies like Intel, Amazon, and Microsoft. With over 118,000 job cuts in the U.S alone, the tech industry saw unprecedented changes, echoing global trends as regions like India and Japan also faced significant job losses. As the industry braces for future shifts, the role of AI and economic factors continues to shape the workforce landscape.

Jan 20, 2026

'Job Hugging': Why More Workers are Holding on for Dear Life

Delve into the phenomenon of 'job hugging,' where employees cling to their current roles amidst economic anxiety and job market hesitancy. Uncover its drivers, from AI fears to disengagement, its impact on productivity and innovation, and insights on what both workers and companies can do to turn this trend into a positive force.