Inspiration
Are you a business owner who wants to hire real specialists —
not candidates with AI-generated CVs that hide missing skills?
Or a journalist who risks publishing an AI-made fake that could ruin your reputation?
Maybe you're simply a user who wants to know whether the content you consume is real.
AMKID was created to bring trust and clarity back into the digital world.
What It Does
AMKID analyzes text, images, audio, and video to detect:
- AI-generated content
- Manipulation and emotional pressure
- Toxicity and aggression
- Propaganda and misleading intent
- Deepfake patterns
All signals are combined using our unique Trust Score,
providing a clear explanation of how trustworthy the content is.
How We Built It
We used a microservice architecture powered by multiple AI agents.
Each agent handles a specific task — text analysis, image detection,
toxicity evaluation, and more.
Machine-learning and neural-network pipelines work together
to produce fast and consistent content verification.
Challenges We Ran Into
- Heavy computation requirements
- Integrating multiple ML models
- Making different AI systems work smoothly together
- Ensuring stable results across all content types
- Strict time limitations
Accomplishments We're Proud Of
- Built a functional multi-agent AI prototype in under 24 hours
- Combined several models into a unified Trust Score system
- Applied AI to solve a socially important problem —
protecting users from fake, manipulative, and harmful content
What We Learned
We learned to orchestrate multiple AI models, optimize their workflow,
and transform complex analysis into simple, intuitive metrics
that users can understand instantly.
What's Next for AMKID — 02
Next steps:
- Improving Trust Score accuracy
- Expanding multimodal AI detection
- Building browser extensions
- Developing tools for HR and media
- Adding real-time deepfake detection
- Polishing UI and launching a public beta
AMKID will evolve into a universal digital trust assistant
for the AI-driven future.
Built With
- axios
- css
- fastapi
- formdata
- html5
- javascript
- jwt
- openai
- passlib
- postgresql
- pydantic
- python
- react
- sqlalchemy
- typescript
- uvicorn
- vite
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