feat: add marketplace metrics, privacy features, and service registry endpoints
- Add Prometheus metrics for marketplace API throughput and error rates with new dashboard panels - Implement confidential transaction models with encryption support and access control - Add key management system with registration, rotation, and audit logging - Create services and registry routers for service discovery and management - Integrate ZK proof generation for privacy-preserving receipts - Add metrics instru
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---
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title: Creating Jobs
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description: Learn how to create and submit AI jobs
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---
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# Creating Jobs
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Jobs are the primary way to execute AI workloads on the AITBC platform.
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## Job Types
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- **AI Inference**: Run pre-trained models
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- **Model Training**: Train new models
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- **Data Processing**: Process datasets
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- **Custom**: Custom computations
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## Job Specification
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A job specification includes:
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- Model configuration
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- Input/output formats
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- Resource requirements
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- Pricing constraints
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## Example
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```yaml
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name: "image-classification"
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type: "ai-inference"
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model:
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type: "python"
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entrypoint: "model.py"
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```
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## Submitting Jobs
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Use the CLI or API to submit jobs:
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```bash
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aitbc job submit job.yaml
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```
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## Monitoring
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Track job progress through:
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- CLI commands
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- Web interface
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- API endpoints
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- WebSocket streams
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