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?

May 6, 2026

Blitzy's $200M Raise: AI Startup Aims to Transform Enterprise Coding

Blitzy, the AI startup founded by an ex-Nvidia architect, raised $200M at a $1.4B valuation. Their autonomous software development aims to revolutionize enterprise-scale coding, promising up to 5x engineering speed and 80% automation. Northzone led the funding, highlighting the industry's shift towards full-project AI orchestration.

May 5, 2026

Sierra Secures $950M as Enterprise AI Heats Up

Sierra, Bret Taylor's AI startup, just closed a $950M round, hitting a $15B valuation. Armed with over $1B, Sierra aims to dominate the enterprise AI scene by enhancing customer experiences with AI agents.

Apr 29, 2026

Rogo Secures $160M Series D for AI Finance Platform Expansion

Rogo snags $160M in a Series D round led by Kleiner Perkins, boosting its valuation to $2B. The funds will propel global expansion and enhance its AI system named Felix, promising to streamline workflows for financial giants. Over 35,000 finance pros at 250 institutions use Rogo to cut down on grunt work.