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 21, 2026

OpenAI Boosts APAC AI Strategy with New Marketing Chief Jennifer Lien

Jennifer Lien joins OpenAI as head of marketing for APAC, headquartered in Singapore. Her role focuses on expanding AI adoption and relevance in the region's consumer and B2B sectors, emphasizing local strategies. With AI uptake climbing, Lien plans to merge global vision with regional specificity.

Apr 21, 2026

Cursor's $2 Billion Funding Talks: AI Startup Targets $50B+ Valuation

AI startup Cursor is negotiating a $2 billion funding round at a $50 billion valuation. Backed by Andreessen Horowitz, Nvidia, and Thrive Capital, this financing highlights the surging interest in AI tools for software development. This raises the stakes in the AI coding market, especially for developers and businesses leveraging these tools.

Apr 15, 2026

Perplexity AI's Meteoric Rise: A New Contender in the Search Arena

Perplexity AI is gaining ground against search giants like Google with remarkable revenue growth and strategic expansions. In 2025, the company achieved a 233% increase in annual recurring revenue, reaching over $100 million fueled by AI-driven innovations and strategic enterprise partnerships. Its user base now exceeds 10 million monthly active users, positioning it as a front-runner in the AI search revolution.