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humanreasoning-v2
tor24/humanreasoning-v2
humanreasoning-v2 is a machine learning model from tor24. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-4.0.
This repository provides a prompt-based reasoning framework designed to analyze human decision-making under uncertainty, trade-offs, and multi-step reasoning scenarios.
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Updated Jan 30, 2026
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At a glance
- License
- cc-by-4.0
- Access
- Public
- Created
- Jan 30, 2026
- Updated
- Jan 30, 2026
- SHA
- 6ef9e7f4
Model card
From the Hugging Face model README
Human Reasoning Model v2
Overview
This repository provides a prompt-based reasoning framework designed to analyze human decision-making under uncertainty, trade-offs, and multi-step reasoning scenarios.
The model focuses on qualitative reasoning patterns commonly used by humans rather than statistical prediction.
Intended Use
- Decision-support systems
- AI agents and planning frameworks
- Risk analysis and scenario evaluation
- Educational and research purposes
Methodology
The model relies on structured prompts, reasoning templates, and step-by-step logical breakdowns to emulate human-like deliberation processes.
It is designed for explainable reasoning and analytical tasks.
Limitations
This model does not perform numerical optimization, real-time learning, or autonomous decision execution. Outputs depend entirely on prompt structure and user input.
Ethical Considerations
The model is intended for informational and research use only and should not be used as a sole decision-maker in high-risk or safety-critical applications.
License
CC-BY-4.0
- License
- cc-by-4.0
- Created
- Jan 30, 2026
- Updated
- Jan 30, 2026