Slides: WF2026: Software Factories & Keynotes ft. Microsoft, OpenAI, OpenClaw, Z.ai (GLM), MiniMax, HF
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WF2026: Software Factories & Keynotes ft. Microsoft, OpenAI, OpenClaw, Z.ai (GLM), MiniMax, HF
Relationship To World's Fair 2026
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Extracted Slides

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Scaling with intelligence isn’t always easy
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World'sFair Pre-Recorded forWorid'sFair2026. You are watching an AIE Online Talk
The Paradigm Shift:Output vs.Behavior
Traditional LLM Evaluation AgentEvaluation
Goal Output Accuracy Workflow Behavior
Environment Static Datasets Dynamic Contexts
Execution Single-path Processing Multi-path&ToolDependent
Failure Mode Hallucination Cascading Workflow Failure

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