https://github.com/sanjaysah101/humanize-ai

https://github.com/sanjaysah101/humanize-ai

Last synced: 19 days ago
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• Host: GitHub
• URL: https://github.com/sanjaysah101/humanize-ai
• Owner: sanjaysah101
• Created: 2024-10-31T03:59:15.000Z (20 days ago)
• Default Branch: main
• Last Pushed: 2024-10-31T07:10:35.000Z (20 days ago)
• Last Synced: 2024-10-31T08:18:44.381Z (20 days ago)
• Language: TypeScript
• Size: 237 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# AI Text Humanization Hackathon: Quick Guide

## Challenge

Create solutions that make AI-generated text indistinguishable from human-authored content.

## Technical Approaches

- Custom AI models/tools

- Third-party APIs

— Functional programming techniques

— Mathematical concepts (lambda calculus, type theory)

— Novel AI techniques (transformers, RL, meta-learning)

## Key Requirements

- Working prototype with exposed URL (VM available on request)

- Detailed technical report

- Use only open-source/public datasets

- Pass authenticity checks

- Maintain readability and natural flow

## Evaluation Criteria

### Human-Likeness (40%)

- Authenticity check pass rate

- Natural language patterns

- Stylistic diversity

- Emotional intelligence

### Technical Complexity (40%)

- Algorithmic sophistication

- Mathematical rigor

- Novel techniques

### Cost-Effectiveness (20%)

- Resource efficiency

- Scalability

- Adaptability

## Quick Tips

- Focus on passing AI detection tools

- Balance complexity with resource efficiency

- Document your approach thoroughly

- Test with diverse text styles

- Consider ethical guidelines

### TODO - Advanced Techniques

- Advanced AI/ML integration

- Mathematical foundations

- Stronger authenticity verification

- Documentation and technical reporting