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February 18, 2026
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Manchester NH
Ship-shape: AI Drift
Explore how AI models transform content through repeated cycles of generation and summarization, and measure the resulting semantic and image drift.
Overview
An experiment to partially measure semantic and image drift through repeated AI generation and summary cycles.
Ship-shape runs multi-round pipelines where AI models repeatedly transform content — writing essays then summarizing them, or captioning images then regenerating them — and measures how meaning and visual fidelity drift at each step.
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