Innovator: Science/Industry/Cultural/Arts

Agent: Autonomous task execution

Reasoner: Basic problem solving

Chatbot (dialogue system): natural language interaction

Cultural Innovation (Text/Picture/Music/Drama)

Social intelligence (role interaction body)

Constellation model/AIGC short video/AI diagnosis and treatment/game design/media agent/AI aesthetics, etc.

Kaggle PII test gold medal, Kingsoft office text proofreading first, legal competition focus identification second

Nvidia MIM: Call directly on the web version

Microsoft Azure: Support parameter adjustment

AWS: Payment method needs to be filled in

Cerebras: Fastest (7 times faster than CPU)

RTGO structure Role → Task → Goal → Objective

CO-STAR framework Context → Objective → Style → Tone → Audience → Response

V3 model Need clear instructions (process-result clear)

R1 model Only the target description is required (the results can be blurred)

Role: Mermaid Code Expert

Process: Requirements Collection → Structural Design → Code Generation → Verification Output

Constraints: Syntax specification/multi-level process/simple code

Role: PPT Outline Design Expert

Process: Topic confirmation → Data collection → Outline generation → Flowchart design

Output: Research Summary (Table) PPT Outline (Markdown) Flowchart (Mermaid)

Role: Poster-assisted design AI

Skills: composition/color/font/brand adaptation

Output: Cyberpunk/national trend/minimal style tips

Function: Storyboard script → Music matching → Offline filming

Efficiency: Generate 75-minute quality video in 10 minutes

Process: Feeding examples → Feature analysis → Imitation generation → Tuning and integration

Supports multi-model (DeepSeek/GPT/Claudio)

Functions: Code editing/data integration/business management

Dimensions: Economy/Innovation/Social Governance/Living Environment

Tools: Comparative analysis of big model A/B/C/D