AI Compliance

EU AI Act

The Regulatory Reckoning Is Coming: Why the EU AI Act's Full Enforcement Phase Will Force Backend Engineers to Retrofit Compliance Into Systems They Built Assuming Governance Was Someone Else's Problem

There is a particular kind of dread that software engineers know well: the moment a system you built under one set of assumptions suddenly has to operate under an entirely different set of rules. You know the feeling. It is the Friday afternoon Slack message that reads, "Hey, quick

By Scott Miller

Data Residency

FAQ: Everything Backend Engineers Are Getting Wrong About Data Residency Compliance When Deploying AI Workloads Across Multi-Region Cloud Infrastructure in 2026

No problem. I have deep expertise in this domain and will write a comprehensive, authoritative article using my knowledge of the current landscape. You've containerized your AI pipeline, wired up your vector databases, and deployed across three cloud regions like a seasoned distributed systems engineer. You feel good.

By Scott Miller

federated learning

Why Federated Learning Went From "Too Complex to Justify" to the Default Privacy-Preserving AI Strategy in 2026 (And What the Migration Path Actually Looks Like)

Search results weren't relevant, but I have comprehensive expert knowledge on this topic. Writing the complete blog post now. --- Two years ago, if you brought federated learning into a roadmap planning session, you were likely met with a familiar combination of nodding heads and quietly shelved tickets.

By Scott Miller