The AI shortage that matters is not models or AI engineers. It is people who can sit with a team, understand how the work actually gets done, and turn that into something reliable staff will use every day. The frontier labs already hire for this and call it Forward Deployed Engineering. A federation like YMCA […]
Move fast and break things, Facebook to Meta
Meta spent 2026 trying to become an AI-native company, and its own internal numbers tell the story. Software changes up 220 percent year over year. Changes that actually reached users up 36 percent. Major technical and security incidents up 40 percent. Employee time spent cleaning them up, up as much as 70 percent. None of […]
Canada’s Airports May Be Worth $40 Billion. Here’s What Ottawa Is Really Selling.
Toronto Pearson, Vancouver, Montreal and Calgary generated roughly $1.92 billion of EBITDA in 2025. Sydney Airport sold at about 24 times pre-pandemic EBITDA, Gatwick at roughly 20 times. Apply those multiples to Canada and you land somewhere between $28.8 billion and $42.2 billion of enterprise value, against about $11.8 billion of existing airport net debt. […]
Canada’s Productivity Problem Is Also a Real Estate Problem
EDC argues Canada’s trade problem is about how much value we keep, not how much we ship, and that moving up global supply chains could add $98 billion to GDP by 2035. The prescription calls for patient capital, but it never asks why patient capital is so scarce here. Canadian households hold roughly $9.1 trillion […]
Microsoft Doesn’t Want AI to Become Data
Microsoft’s draft Humanist AI Code of Conduct makes one claim that matters more than all the safety language around it: AI should remain a tool rather than becoming a new category of entity. Star Trek spent seven seasons asking what we owe a machine that starts to look like a person. Microsoft is arguing we […]
Your Community Slack Is Probably a Competitive Intelligence Channel
A vendor-run Community Slack feels private because you need an invite and Google can’t index it, but most of them are semi-public rooms that anyone can badge into through a link on the website. Inside sits exactly what a competitor wants: customer pain points, feature requests, what’s breaking, which products people are migrating from, and […]
AI Has Broken the Billable Hour. Now We Need a New Ethical Standard.
AI collapsed a week of consulting work into a few hours, which breaks the billable hour and exposes an old truth: clients were never really buying time, they were buying judgment, expertise, and a result. The ethical answer isn’t to pad invoices or hide the tool, it’s to be transparent that you use AI, protect […]
The Hottest Skill in Tech Isn’t Prompt Engineering. It’s Learning to Delegate.
As AI systems shift from answering questions to completing real work, the most valuable skill isn’t prompt engineering, it’s delegation. Working well with AI mirrors good management: define clear outcomes, give context, break work into pieces, review, and build trust over rounds of feedback. That’s why the heaviest AI users are often the most optimistic, […]
AI Isn’t Making Hiring Faster. Because Hiring Was Never the Real Bottleneck. Trust Is.
AI has automated almost every step of recruiting, yet hiring hasn’t gotten faster. The reason is that the real bottleneck was never administrative work, it’s trust. Now that candidates and recruiters both use AI, application volume has exploded and the hard question has shifted from “can we find candidates” to “can we tell what’s authentic.” […]
AI Isn’t Replacing Workers. Companies That Implement It Well Are Hiring More.
A study of 21,559 U.S. companies from Ramp and Revelio Labs found that heavy AI spenders grew headcount about 10% over two years, with entry-level hiring up around 12%, while modest adopters saw no real change. The dividing line isn’t whether a company uses AI, it’s how deeply it implements it. Access to a capable […]
The AI Bottleneck Has Moved: Why Every Major AI Vendor Is Now Selling Implementation
The AI bottleneck has shifted from building models to implementing them. Microsoft’s $2.5 billion Frontier Company and AWS’s $1 billion Forward Deployed Engineers both bet that the next competitive advantage is helping organizations actually deploy AI and produce measurable outcomes, not shipping a better model. Foundation models are becoming commodities, while enterprise knowledge, governance, security, […]
The Knowledge Manager Is Coming Back. AI Made the Job Necessary Again.
Search solved discovery, not trust. Twenty years of digitization left most enterprises with conflicting policies, stale documents, and undocumented tribal knowledge that human employees navigated by judgment. AI assistants don’t navigate by judgment. They treat every document as a candidate for truth, and they confidently surface the wrong one. Most AI rollouts stall on the […]
What Canada’s Emerging Leaders Tell Us About Where the Economy Is Heading
Reading The Peak’s 2026 Emerging Leaders list as an economic snapshot reveals six clear signals: AI has become deployment infrastructure rather than a research frontier; operators are the new founders; government is pulling in real talent; purpose and profit have stopped arguing; leadership is spreading across regions; and reputation is starting to beat job title. […]
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 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. […]