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 26, 2026

Tesla Solves Dry Cathode Puzzle After 8 Years, Unlocking Cheaper 4680 Batteries

Tesla has achieved fully dry electrode production for both anode and cathode of its 4680 battery cell, a breakthrough that took eight years and a $235 million acquisition. The patented composite binder system cuts production costs by nearly half, reduces factory footprint by 50%, and gives Tesla a multi-year lead over competitors like LG and Samsung.

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.

May 4, 2026

Legal AI Startup Legora Now Valued at $5.6B After Nvidia Investment

Legora just hit a $5.6B valuation after scoring Nvidia's backing. Competing fiercely with Harvey, they've hit $100M ARR, serving over 1,000 law firms globally in only 18 months.