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 8, 2026

Meta bought ARI. The robot is not the product yet.

Meta acquired Assured Robot Intelligence and moved the team into Superintelligence Labs. The important part is not a humanoid launch; it is Meta buying talent and software ideas for the control layer of future robots.

May 7, 2026

Meta's Agentic AI Assistant Set to Shake Up User Experience

Meta is launching an 'agentic' AI assistant designed to tackle tasks autonomously across its platforms. This move puts Meta in a competitive race with AI giants like Google and Apple. Builders in AI should watch how this could alter app ecosystems and user interactions.