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Han-Jing Shi

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#artificial intelligence Preprint Aug 2026

When Agents Act Unwatched: The Reduced-Supervision Paradox in Agentic AI

This work argues that observability can become a substitute for accountability when it shifts verification onto users after meaningful intervention is no longer possible, and contributes an action-level account that recasts the harness from a technical wrapper into accountability infrastructure.

Han-Jing Shi, Dominic DiFranzo · 0 citations
Preprint Aug 2026

Outer Limits: An Experimental Approach to Controlled Content Manipulation within the Reddit Interface

Independent researchers often lack access to intervention capabilities for controlled experiments on live social media platforms. We present Outer Limits, a browser-based system for controlled content experiments within the existing Old Reddit interface, rather than in a reconstructed simulation. The system renders con...

Chen-Chen Mao, Han-Jing Shi, Haiyan Jia et al. · 1 citation

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