Stefano Corazza on Controllable AI Design

Stefano Corazza beside the headline CONTROL AI DESIGN on black.
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    Stefano Corazza tells Sam Charrington why AI design needs fast iteration and precise control. He describes a pipeline that expands a prompt, builds a structured scene description and renders pixels, with opportunities for human edits along the way.

    Stefano Corazza discusses training data, synthetic examples and the limitations of benchmarks focused on one-shot generation. He describes using structured rubrics and human evaluation to assess design qualityEvaluation is the systematic assessment of a system's behaviour or results against explicit criteria., while noting areas where the model needed improvement.

    Stefano Corazza explains how a design agent uses tools to edit layered compositionsAgent tool use lets an agent call bounded external capabilities so it can retrieve information or change state beyond generating a response. and describes inference optimizations across model and infrastructure. Product performance and cost claims reflect the vendor’s account.

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    • Agents & workflows63
    • Coding & tools0
    • Models & learning81
    • Infrastructure & compute35
    • Research & evaluation68
    • Safety & security0
    • Business & productivity0
    • Creative & media100
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    Stefano Corazza beside the headline CONTROL AI DESIGN on black. With WWW.ARTIFICIAL-INTELLIGENCE.VIDEO, 10 November 2026 and duration 57m 1s.

    Stefano Corazza explains how Canva approaches editable AI design and faster iterative workflows.