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1 paper

cs.AI2026

The Keyhole Effect: Why Chat Interfaces Fail at Data Analysis

Mohan Reddy

Chat has become the default interface for AI-assisted data analysis. For multi-step, state-dependent analytical tasks, this is a mistake. Building on Woods (1984) Keyhole Effect, t…