Canada’s 2017 Pan-Canadian AI Strategy was a research strategy — and it worked. The next one will be industrial policy. Expect sovereign compute as national infrastructure, harder pressure for Canadian AI champions, governance through standards instead of sweeping regulation, an agent-and-MCP focus rather than chatbots, and Canada positioning itself as the “Trusted AI” country. The […]
Microsoft’s AI Strategy Is Becoming Clear, And It’s Much Bigger Than Copilot
Microsoft’s Frontier announcements reveal a strategy much bigger than Copilot. Microsoft IQ stitches together Work IQ, Fabric IQ, and Foundry IQ into a permission-aware enterprise memory layer; Copilot Cowork turns Copilot from assistant into multi-step operator across Office; and Agent 365 wires governance into Entra, Purview, and Defender. The real bet is owning the full […]
AI Governance for Canadian Nonprofits: Choosing the Right Policy Framework Before Trust Becomes the Risk
Canadian nonprofits are adopting AI faster than they are governing it, and the biggest risk is not over-regulation but doing nothing. NTEN and AI4NGO offer the best starting templates for small nonprofits, NIST’s AI Risk Management Framework anchors enterprise-grade governance for federated and national charities, and TechSoup is strongest for education and onboarding. The right […]
The Best AI Subscription for Business in 2026
Frontier models have converged enough that leaderboard scores no longer settle the business AI subscription question. ChatGPT Plus is the strongest all-around platform today on breadth, tooling, and agent readiness. Claude has the best raw reasoning and writing but the worst token economics. Gemini Advanced wins on Google Workspace integration, Copilot Pro wins on Microsoft […]
Google Is Breaking the Internet
Google’s biggest Search change in 25 years quietly rewrites the economic contract of the web. AI Search no longer points users at sites, it absorbs them and answers in front of them, while pushing crawler load up and human visits down at the same time. Publishers lose pageviews, ad inventory, attribution, the reader relationship, and […]
AI Capex Is Becoming the New Arms Race
AI capex is starting to dwarf the rest of tech. SpaceX’s IPO disclosures suggest its AI infrastructure spending now exceeds its rocket spending, and the four U.S. hyperscalers are projected to spend roughly $725 billion on capex in 2026 alone. China is deploying tens of billions through industrial policy, the Middle East is funding sovereign […]
AI Leadership Increasingly Depends on Physical Infrastructure Control
AI leadership is shifting from a software contest to an infrastructure contest. SpaceX’s IPO filings describe a vertically integrated AI platform of launches, satellites, Starlink connectivity, compute, and even orbital data centres, a signal that energy, GPUs, connectivity, manufacturing, and distribution are becoming the real competitive moats. For countries like Canada, that means sovereign compute, […]
Robots.txt Was Built on Trust. AI Agents Are About to Break That.
The web was built on a quiet handshake: robots.txt, a voluntary 1990s text file asking crawlers to behave, and for decades the biggest search engines listened. That low-friction trust let the open web scale. Agentic AI breaks the assumption because AI agents are built to finish tasks, not just index pages, and many will ignore […]
Why Every Organization Needs an AI Playground
The organizations winning with AI are not the ones with the biggest budgets or the most polished governance frameworks. They are the ones that have built an AI Playground: a safe, encouraged, transparent environment where employees, leaders, and teams can experiment, share what they learn, and discover real workflows by trying things. AI is not […]
The Engagement Era Is Ending
Social media is moving through its third major era. The first was the social graph, where feeds revolved around friend connections. The second was the engagement algorithm, where platforms like TikTok proved networks were optional if recommendations were good enough. The third, now underway, is LLM-powered semantic discovery. Meta has already publicly described its Adaptive […]
The Future of Email May Be More Email
For two decades, email advice has been about reducing volume. AI flips that. The real problem was never volume, it was signal detection, and modern AI can summarize threads, surface stalled approvals, extract action items, and quietly handle the mundane processing humans were never good at. When the cost of processing communication drops, behaviour changes. […]
What Businesses Can Learn from the Government of Canada’s AI Training Push
The Government of Canada is doing something surprisingly smart with AI, and it is not the training itself. It is the mindset. Through the Canada School of Public Service AI Learning Week, the federal workforce is being encouraged to experiment, share real workflow stories, treat governance as part of adoption rather than a blocker, and […]
When AI Can Rebuild Your Platform: Cloudflare, vinext, and the New Importance of Open Source Tests
Cloudflare’s experimental vinext project rebuilt much of the Next.js developer experience on Vite, Workers, and React Server Components in roughly a week, largely by porting the Next.js open source test suite and using it as the behavioral spec. That shifts the role of tests entirely. For AI coding agents, a mature test suite is executable […]
Ontario’s AI Audit Is a Wake-Up Call for Businesses, and a Huge Opportunity
The Ontario Auditor General’s AI report is not a warning against adoption. It is confirmation that AI has moved past experimentation and into operational infrastructure. The audit surfaces fragmented governance, inconsistent oversight, no clear inventory of where AI is in use, and procurement processes that have not caught up. These are the same issues showing […]
Apple’s AI Strategy May Be Simpler Than We Think
Apple does not have a frontier model, and most coverage stops there. The more interesting story is that Apple Silicon was quietly engineered for the kind of computing modern AI inference actually needs. Unified memory, high bandwidth, low power, and tight hardware/software integration make Mac Minis surprisingly capable AI appliances, especially for local agents, RAG […]
