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Caihao Cui

Caihao Cui

Knowledge Grounds Action; Learning Nurtures Virtue.

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An abstract visual metaphor in which important structures are highlighted and reconnected within a vast network of data and parameters, representing how mathematics and algorithms reformulate problems so that large-scale AI systems can continue to train, adapt, and operate.

How AI Foundation Models Address Scaling Bottlenecks: Mathematical Structures, Algorithm Design, and Systems Engineering

25 August 2026·6165 words·29 mins

A dramatic visual of a digital shield or firewall cracking, with dark, shadowy tendrils seeping through, symbolizing the vulnerability and 'jailbreaking' of AI safety protocols. The cracked shield might reveal a glimmer of code or a stylized, slightly menacing AI eye behind it, hinting at the potential for manipulation or 'turning to the dark side.'

Unmasking AI Vulnerabilities: The Challenge of LLM Safety and Jailbreaking

24 August 2026·3118 words·7 mins

A professional illustration depicting a complex, interconnected network of documents and data within an enterprise, symbolizing vast and often fragmented knowledge. A glowing, intelligent path or beam of light (representing RAG) navigates through this complexity, leading directly to a precise, verifiable answer, while subtle layers around the network suggest robust security and governance frameworks.

Is Enterprise RAG Worth Implementing: From Scenario Selection to Ongoing Governance

23 August 2026·5233 words·25 mins

A metaphorical cartoon depicting human cognitive abilities declining as AI automates more tasks, illustrating a satirical 'singularity' where humanity becomes entirely reliant on machines and loses its independent thinking capacity.

Why You Must Still Write Down Your Ideas in the Age of AI

23 August 2026·3394 words·7 mins

A conceptual illustration depicting a dynamic, interconnected network of luminous lines and nodes, forming a complex production pipeline. Within this structure, stylized graphic elements representing individual video frames and character models seamlessly transition, symbolizing the continuous flow of content from initial AI generation to a fully developed, multi-episode animated series. The background subtly suggests data streams and creative energy, emphasizing the systematic transformation of discrete AI outputs into coherent narrative arcs.

Why an AI Animated Series Can Reach Eleven Seasons: From Generative Models to Production Systems

22 August 2026·4767 words·10 mins