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 11, 2026

Telus’s BC sovereign AI build could add real Canadian compute — or just better branding

Canada and Telus say they’re advancing a sovereign AI infrastructure build in British Columbia, with three planned data centres and more than 60,000 GPUs by 2032. The big question for builders is not the ribbon-cutting; it’s whether this becomes usable Canadian compute with clear access, pricing, and procurement paths — or stays a policy label with nice hardware attached.

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.

May 2, 2026

Nvidia CEO's Vision: AI Dominance and Market Growth by 2026

Nvidia's Jensen Huang declares nearly complete control over the AI chip market. With 90% share and Blackwell GPUs launching, Nvidia eyes $100B annual revenue by 2026. Builders should watch for opportunities and challenges.