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 18, 2026

ChatGPT Finance Dashboard Connects 12,000 Banks as OpenAI Becomes a Fintech Platform

OpenAI launched a personal finance dashboard inside ChatGPT for Pro users, connecting to 12,000+ financial institutions via Plaid. The feature analyzes real transaction data with GPT-5.5, turning ChatGPT from a chatbot into a fintech platform that could compete with Mint and Monarch.

May 12, 2026

Telus’s BC AI data centre cluster is a sovereign-compute bet, not a finished build

Ottawa and Telus announced a three-site AI data centre cluster in British Columbia: Kamloops, Mount Pleasant, and downtown Vancouver. But the project is still at MOU stage, with no funding committed yet and no public pricing, GPU counts, or power capacity disclosed. For Canadian builders, the real question is whether this becomes usable domestic AI infrastructure — or just a polished policy signal that arrives after the market has already moved on.

May 12, 2026

B.C.’s two AI data centres sound big. Builders still don’t have the useful details.

British Columbia says it wants two AI data centres in Vancouver and Kamloops, framed as sovereign compute for Canadian builders. The catch: the announcement still leaves out the parts that matter most — who can use it, what it will cost, how much capacity it will really have, and whether the grid can handle the load.