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

Meta's AI Training: Tracking Employee Keystrokes & Mouse Movements

Meta will start collecting detailed employee interaction data from 2026, including every keystroke and mouse movement, to power its AI models. This policy faces backlash as it raises privacy issues, with no option for employees to opt out. The move highlights Meta's drive to stay competitive in AI but brings internal tensions over monitoring.

Apr 15, 2026

Snap Inc. Shakes Up with Major Layoffs: Is This the Road to Recovery?

Snap Inc. (SNAP) is making headlines with rumored mass layoffs, stirring up traders and sparking a 2.5% premarket gain. The unconfirmed reports suggest that CEO Evan Spiegel is taking cues from activist strategies to boost stock prices, despite concerns over missed revenue deals. As the tech industry navigates the ongoing trend of AI-driven efficiency cuts, Snap's move raises questions about its strategic future in AR and social media. What does this mean for investors and the broader tech landscape?