↓Skip to main content

Caihao Cui

Caihao Cui

Knowledge Grounds Action; Learning Nurtures Virtue.

Recent

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

An intricate visual metaphor depicting a broken or tangled chain, with disconnected links representing fragmented decision-making authority that prevents complex organizational projects from progressing.

Between Relationships and Rules: How to Get Things Done in Imperfect Organizations

19 August 2026·3903 words·19 mins

A vibrant, interconnected network of digital nodes and lines, symbolizing recommendation algorithms. In the center, a luminous orb represents generative AI, casting new light on the traditional data flow. A human hand gestures towards the orb, indicating direct natural language input, while the network visibly shifts and reconfigures, showing personalized content streams forming. This illustrates the evolution from implicit behavioral analysis to explicit, generative interactions.

How Generative AI is Reshaping Recommendation Systems

19 August 2026·3857 words·19 mins