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Charts as Epistemic Actions for Experience-Driven Agentic Data Analysis

Paper recorded by Signals 4 on 2026-10-21 in cs.AI. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-21 on arXiv · recorded by Signals 4 on 2026-10-22

Category: cs.AI · 人工智能 · first seen 2026-10-22

Abstract

Data agents built on ReAct-style loops now execute complex analytical workflows over structured data, yet their intermediate reasoning still runs almost entirely through text. Human analysts instead move between numbers, tables, and charts, reading visual evidence to expose trends and anomalies that text summaries drop. We ask whether charts can serve as internal epistemic actions inside a data ag

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#212 most recent of 960 cs.AI papers we have recorded · ↑ newer: Parallel AI Agent Collaboration as Graph-Structured Distributed Block · ↓ older: From Reasoning to Action: Benchmarking Frontier AI Models on LIBERO-10
Cite this page: Charts as Epistemic Actions for Experience-Driven Agentic Data Analysis: the #212 most recent of 960 cs.AI papers we have recorded (as of 2026-10-21). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/charts-as-epistemic-actions-for-experience-driven-agentic-data-analysis.html
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