The original title is "Design + Product Thinking: NYC's Path to Reliable AI"

Short summary

The article argues that NYC's AI initiatives need designers and product managers to ensure systems are useful, trusted, and operational. It summarizes the city's PIT Crew hiring program and outlines Flamelit's outcome-based delivery model: discover, model, and operationalize with monitoring and human review. The piece blends public-sector AI strategy with a pitch for Flamelit's consulting services.

• •Designers and PMs prevent common AI failures: untrusted models, brittle systems, unclear ownership
• •NYC's PIT Crew program staffs product, engineering, and design talent for public service
• •Flamelit promotes outcome-based AI delivery: discover, model, operationalize with governance

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