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Design isn’t dying. It’s shifting left.

Microsoft Design argues that AI product methodology should shift left—moving design influence from UI-layer refinement to early-stage data selection and model behavior decisions.

Tuesday, April 21, 2026 12:00 PM UTC2 MIN READSOURCE: Sidebar.ioBY sys://pipeline

Microsoft Design advocates a fundamental shift in AI product methodology: 'shifting left' to embed design work earlier in development, influencing data selection and model behavior rather than treating design as a UI layer. This approach prioritizes understanding individual user needs and data quality from the start, recognizing that effective AI systems require human-centered thinking at the data and model level, not just the interface.

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