Datasets:

ctaxnagomi
/

deckergui-whitepaper

section stringlengths 8 46	content stringlengths 75 113	category stringclasses 4 values	chunk_index int64 0 55	total_chunks int64 56 56
Abstract	Section: Abstract. DeckerGUI is a unified agentic operating architecture...	architecture	0	56
1. Introduction	Section: 1. Introduction. DeckerGUI is a unified agentic operating architecture...	vision	1	56
2. Problem Statement	Section: 2. Problem Statement. DeckerGUI is a unified agentic operating architecture...	architecture	2	56
2.1 Limitations of Current AI Assistants	Section: 2.1 Limitations of Current AI Assistants. DeckerGUI is a unified agentic operating architecture...	architecture	3	56
2.2 The Visual Context Gap	Section: 2.2 The Visual Context Gap. DeckerGUI is a unified agentic operating architecture...	architecture	4	56
3. System Architecture	Section: 3. System Architecture. DeckerGUI is a unified agentic operating architecture...	architecture	5	56
3.1 High-Level Architecture	Section: 3.1 High-Level Architecture. DeckerGUI is a unified agentic operating architecture...	architecture	6	56
3.2 Core Components	Section: 3.2 Core Components. DeckerGUI is a unified agentic operating architecture...	architecture	7	56
4. DGUIYOLOMoE: Vision-Centric Agentic Routing	Section: 4. DGUIYOLOMoE: Vision-Centric Agentic Routing. DeckerGUI is a unified agentic operating architecture...	protocol	8	56
4.1 Definition	Section: 4.1 Definition. DeckerGUI is a unified agentic operating architecture...	protocol	9	56
4.2 Theoretical Foundation	Section: 4.2 Theoretical Foundation. DeckerGUI is a unified agentic operating architecture...	protocol	10	56
4.3 Pipeline Architecture	Section: 4.3 Pipeline Architecture. DeckerGUI is a unified agentic operating architecture...	protocol	11	56
4.4 YOLO Detection Specialization	Section: 4.4 YOLO Detection Specialization. DeckerGUI is a unified agentic operating architecture...	protocol	12	56
4.5 Scene Understanding Layer	Section: 4.5 Scene Understanding Layer. DeckerGUI is a unified agentic operating architecture...	protocol	13	56
4.6 MoE Router Logic	Section: 4.6 MoE Router Logic. DeckerGUI is a unified agentic operating architecture...	protocol	14	56
5. Temporal Collective Refinement (TCR)	Section: 5. Temporal Collective Refinement (TCR). DeckerGUI is a unified agentic operating architecture...	protocol	15	56
5.1 Motivation	Section: 5.1 Motivation. DeckerGUI is a unified agentic operating architecture...	protocol	16	56
5.2 TCR Process	Section: 5.2 TCR Process. DeckerGUI is a unified agentic operating architecture...	protocol	17	56
5.3 TCR Formalization	Section: 5.3 TCR Formalization. DeckerGUI is a unified agentic operating architecture...	protocol	18	56
6. Multi-Interface Strategy	Section: 6. Multi-Interface Strategy. DeckerGUI is a unified agentic operating architecture...	architecture	19	56
6.1 Design Philosophy	Section: 6.1 Design Philosophy. DeckerGUI is a unified agentic operating architecture...	architecture	20	56
6.2 Interface Specifications	Section: 6.2 Interface Specifications. DeckerGUI is a unified agentic operating architecture...	architecture	21	56
6.3 Deployment Scenarios	Section: 6.3 Deployment Scenarios. DeckerGUI is a unified agentic operating architecture...	architecture	22	56
7. JEPA-Based Visual Prediction Architecture	Section: 7. JEPA-Based Visual Prediction Architecture. DeckerGUI is a unified agentic operating architecture...	protocol	23	56
7.1 Motivation	Section: 7.1 Motivation. DeckerGUI is a unified agentic operating architecture...	protocol	24	56
7.2 JEPA vs. Diffusion	Section: 7.2 JEPA vs. Diffusion. DeckerGUI is a unified agentic operating architecture...	protocol	25	56
7.3 Architecture	Section: 7.3 Architecture. DeckerGUI is a unified agentic operating architecture...	protocol	26	56
7.4 V-JEPA Extension	Section: 7.4 V-JEPA Extension. DeckerGUI is a unified agentic operating architecture...	protocol	27	56
7.5 html2canvas Integration	Section: 7.5 html2canvas Integration. DeckerGUI is a unified agentic operating architecture...	implementation	28	56
7.6 Research Significance	Section: 7.6 Research Significance. DeckerGUI is a unified agentic operating architecture...	protocol	29	56
8. DGUI Edu: Educational AI Operating System	Section: 8. DGUI Edu: Educational AI Operating System. DeckerGUI is a unified agentic operating architecture...	vision	30	56
8.1 Vision	Section: 8.1 Vision. DeckerGUI is a unified agentic operating architecture...	vision	31	56
8.2 Architecture	Section: 8.2 Architecture. DeckerGUI is a unified agentic operating architecture...	architecture	32	56
8.3 Persona-Driven Learning	Section: 8.3 Persona-Driven Learning. DeckerGUI is a unified agentic operating architecture...	protocol	33	56
8.4 Hardware Targets	Section: 8.4 Hardware Targets. DeckerGUI is a unified agentic operating architecture...	implementation	34	56
8.5 Deployment Strategy	Section: 8.5 Deployment Strategy. DeckerGUI is a unified agentic operating architecture...	implementation	35	56
8.6 Research Significance	Section: 8.6 Research Significance. DeckerGUI is a unified agentic operating architecture...	vision	36	56
9. Implementation	Section: 9. Implementation. DeckerGUI is a unified agentic operating architecture...	implementation	37	56
9.1 Technology Stack	Section: 9.1 Technology Stack. DeckerGUI is a unified agentic operating architecture...	implementation	38	56
9.2 Current State	Section: 9.2 Current State. DeckerGUI is a unified agentic operating architecture...	implementation	39	56
9.3 Code Architecture	Section: 9.3 Code Architecture. DeckerGUI is a unified agentic operating architecture...	implementation	40	56
10. Research Contributions	Section: 10. Research Contributions. DeckerGUI is a unified agentic operating architecture...	vision	41	56
11. Evaluation Framework	Section: 11. Evaluation Framework. DeckerGUI is a unified agentic operating architecture...	protocol	42	56
12. Roadmap	Section: 12. Roadmap. DeckerGUI is a unified agentic operating architecture...	vision	43	56
13. Agent-Tooling Layer	Section: 13. Agent-Tooling Layer. DeckerGUI is a unified agentic operating architecture...	architecture	44	56
13.1 Shared Protocol Package	Section: 13.1 Shared Protocol Package. DeckerGUI is a unified agentic operating architecture...	protocol	45	56
13.2 Durable Ledgers	Section: 13.2 Durable Ledgers. DeckerGUI is a unified agentic operating architecture...	implementation	46	56
13.3 Coordinator Hub	Section: 13.3 Coordinator Hub. DeckerGUI is a unified agentic operating architecture...	architecture	47	56
13.4 CaaS Federation	Section: 13.4 CaaS Federation. DeckerGUI is a unified agentic operating architecture...	protocol	48	56
14. CTAX-Ai: Three-Layer Agent Architecture	Section: 14. CTAX-Ai: Three-Layer Agent Architecture. DeckerGUI is a unified agentic operating architecture...	architecture	49	56
14.1 Overview	Section: 14.1 Overview. DeckerGUI is a unified agentic operating architecture...	architecture	50	56
14.2 Layer Responsibilities	Section: 14.2 Layer Responsibilities. DeckerGUI is a unified agentic operating architecture...	architecture	51	56
14.3 Token Reduction Strategy	Section: 14.3 Token Reduction Strategy. DeckerGUI is a unified agentic operating architecture...	protocol	52	56
15. Projected Development Forecast	Section: 15. Projected Development Forecast. DeckerGUI is a unified agentic operating architecture...	vision	53	56
16. Conclusion	Section: 16. Conclusion. DeckerGUI is a unified agentic operating architecture...	vision	54	56
17. References	Section: 17. References. DeckerGUI is a unified agentic operating architecture...	architecture	55	56

Technical whitepaper documentation corpus for DeckerGUI. Chunked sections covering architecture, protocols, vision, and implementation details.

Dataset Details

Repository: ctaxnagomi/deckergui-whitepaper
License: MIT
DeckerGUI Version: v2.0.0
Created: 2026-08-17

Dataset Schema

See metadata.json for the full schema definition.

Usage

from datasets import load_dataset

ds = load_dataset("ctaxnagomi/deckergui-whitepaper")
print(ds)

Citation

@software{deckergui_2026,
  title={DeckerGUI: Vision-Centric Agentic Operating Architecture},
  author={Wan Mohd Azizi bin Wan Hosen},
  year={2026},
  url={https://huggingface.co/ctaxnagomi/deckergui-whitepaper}
}

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Collection including ctaxnagomi/deckergui-whitepaper

DeckerGUI OS

Collection

Official collection of all DeckerGUI ecosystem assets: 6 datasets, 1 model, 1 Space. Vision-Centric Agentic Operating Architecture. • 8 items • Updated 2 days ago