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Startup Strategy

A collection of 3 posts
H100 vs B300: When should enterprises upgrade?
GPU

H100 vs B300: When should enterprises upgrade?

Every GPU generation launch comes with the same pitch: newer is faster, so upgrade now. That's not wrong, exactly. But it's not the right question either. The real question in an H100 vs B300 decision isn't "which card is better" — it'
17 Jul 2026 3 min read
PIPEDA vs. Bill 25 vs. CPPA: A Plain-English Compliance Map for Canadian AI Teams
PIPEDA

PIPEDA vs. Bill 25 vs. CPPA: A Plain-English Compliance Map for Canadian AI Teams

This is general information, not legal advice. For anything contract- or project-specific, talk to a privacy lawyer. Ask five people on a Canadian compliance team which privacy law governs their AI project, and you'll get five different answers: PIPEDA, Bill 25, "the CPPA," sometimes GDPR because
09 Jul 2026 4 min read
The Hidden Cost of Cloud Lock-In for AI Startups (and How to Avoid It)
AIInfrastructure

The Hidden Cost of Cloud Lock-In for AI Startups (and How to Avoid It)

Why the path of least resistance in AI infrastructure leads to dependency that's expensive to escape — and what to do about it Every AI startup faces the same early infrastructure temptation. The big cloud providers and frontier model vendors make it extraordinarily easy to get started. An API
26 Jun 2026 6 min read
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