Ottawa’s $1.6 Billion Cohere Bet Comes With Jobs, Compute and Questions
Canada plans an equity investment of up to $1.6 billion in Cohere. The money is staged, the funding round is not fully closed, and the promises deserve follow-up.
Category: AI
Google’s Free Year of Gemini for Canadian Students Has an Auto-Renewal Catch
Eligible Canadian college and university students can claim 12 months of Google AI Plus at no cost before December 31, but a payment method is required and billing follows unless cancelled.
AI Agents Need Guardrails, Not a Window Into Their Thoughts
Microsoft is right that autonomous agents need continuous oversight. But identity, least privilege, approval gates and tamper-proof action logs matter more than trying to read a model’s mind.
Google’s AI Search Is Adding Links—But Attribution Is Not a Business Model
Google is making sources more visible in AI Search and paying selected news partners. Durable progress still requires transparent eligibility, meaningful performance data and a scalable value exchange.
AI Tutors Should Ask More—and Reveal Less
Question-led AI can strengthen learning by making students explain their thinking. It also needs visible limits, source discipline and a deliberate handoff to human judgment.
AI Security Scanners Need Receipts, Not More Alerts
Google’s PageBreak project shows why AI security tools should prove their findings before asking developers to chase another alert.
AI Needs an Incident Hotline Before the Next Crisis
A proposed U.S.-China notification channel for dangerous AI incidents is modest, practical infrastructure for a technology race that has outgrown secrecy.
