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Caihao Cui

Caihao Cui

Knowledge Grounds Action; Learning Nurtures Virtue.

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An abstract depiction of a figure being simultaneously elevated onto a pedestal by some hands, while other hands pull it down, symbolizing the dual process of 'god-making' and 'god-destroying' in public perception.

Creating Gods Gives Hope, Destroying Them Gives Self-Esteem: Behind the "Deification" and "Reversal" of Public Figures

2 September 2026·3710 words·18 mins

An abstract depiction of an AI agent interacting with various enterprise systems, illustrating a robust runtime framework (harness) that ensures secure and reliable modification of business states through permission validation, state management, and fault recovery.

When AI Agents Begin Modifying Business State: The Need for a Runtime Framework Beyond the Model

31 August 2026·3659 words·18 mins

A vibrant, intricate network of gears and planned pathways representing research investment and infrastructure, contrasted with a single, brightly illuminated, unpredictable lightning bolt striking in an unexpected direction, symbolizing an original scientific breakthrough that cannot be scheduled or pre-planned. The background subtly suggests a vast, yet partially obscured, landscape of long-term exploration.

Scientific Research: Investment Can Be Planned, But Breakthroughs Cannot Be Scheduled — A Discussion Inspired by Two Fields Medals

30 August 2026·4029 words·9 mins

Visualizing the spectrum of AI model openness, from fully open source code to proprietary cloud APIs, with elements representing data, weights, and commercial restrictions.

Unpacking AI Model Open Source: What's Truly 'Open'? A Full Panorama from Open Weights, Business Closed Loops, to Enterprise Adoption

30 August 2026·5267 words·25 mins

A visual metaphor depicting the complex interplay between real-world disputes and online amplification. One side shows a dimly lit street scene with blurred figures in a heated argument, hinting at the initial offline conflict. The other side visually erupts into a vibrant, chaotic digital space filled with swirling data, polarized male and female symbols clashing, and comment bubbles, representing how online platforms and traffic incentives transform social tensions into amplified gender antagonism. A subtle connection, perhaps a digital thread or a magnifying glass, links the two scenes, emphasizing the shift from reality to content.

When Social Conflict Becomes a Recommendation Signal: Why Recommendation Algorithms Cannot Stay Neutral

30 August 2026·5042 words·11 mins