CANADA / POLICYUnderstanding Canada’s AI transparency consultationIndependent Canadian publication
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AI compute cost planning, purchasing evidence and reproducible spreadsheet exercises for Canadian teams.

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AI-generated editorial illustration of server equipment, a calculator and a cost worksheet with a maple leaf motif.

Canada’s AI compute fund is closed. Build the cost plan anyway.

The AI Compute Access Fund is closed to new applications. Our fictional $156,000 quote produces a $60,000 before-tax residual only if a $96,000 contribution is awarded and accepted. The full bill may be due before reimbursement, and repayable funding can change lifetime cost.

AI New Desk6 min readCanadian AI buying guide
AI-generated editorial illustration of evidence folders, a magnifying glass and a processor diagram on a procurement desk.

AI demo vs pilot vs acceptance test: what a buyer learns

An AI demo shows a selected example; a pilot explores a bounded workflow; an acceptance test checks requirements agreed before purchase or release. None automatically substitutes for the others. For a Canadian AI purchase, request the test inputs, outputs, configuration and unresolved failures rather than relying on a supplier listing.

AI New Desk6 min readCanadian AI buying guide
Illustration of spreadsheet figures, a magnifying glass and a calculator.

The $170 spreadsheet check: catch a total that hides bad rows

To check an AI-assisted spreadsheet, verify which rows were included before trusting the total. The worked invoice example totals $170, but duplicates, text amounts and changed labels can make a plausible result misleading. Eight published code cases show which errors the sample checks catch.

AI New Desk4 min readIntermediate how-to
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