| Mr MXF

0001-01-01

~2 m

CoPilot 🔗	ChatGPT 🔗	Claude 🔗
ℹ️AI Model Metadata the nature of the AI in use architecture hyperparameters training sources versioning performance metrics	ℹ️AI Model Metadata the nature of the AI in use architecture hyperparameters training sources version numbers & provenance evaluation metrics usage: e.g. licenses, limitations	ℹ️AI Model Metadata the nature of the AI in use architecture hyperparameters training sources version numbers & provenance performance metrics usage: e.g. limitations
ℹ️AI Data the data used to make the AI function provenance: origins, transforms, flows, licenses crucial for debugging and compliance.	ℹ️AI Datasets the data used to make the AI function provenance: origins, transforms, flows, licenses descriptive: dataset name, creator, creation date, format, size. quality: labeling accuracy, bias detection results, completeness. ethical: consent info, privacy considerations, restrictions	ℹ️AI Training Metadata the data used to make the AI function provenance: origins, transforms, flows, licenses descriptive: training hyperparameters and configs quantitative: compute resources, training duration, costs, testing results
ℹ️AI Inference Metadata generated during AI usage usage: when, where, what, how ai made/changed content metrics: timestamps, resources, models used, confidence scores provenance: sources	ℹ️AI Generated Content generated during AI usage usage: when, where, what, how ai made/changed content metrics: timestamps, resources, models used provenance: sources, ai-generated tagging, watermarking attribution: model, services & sources backlinks	ℹ️AI Inference Metadata generated during AI usage usage: when, where, what, how ai made/changed content metrics: timestamps, resources, models used provenance: sources, ai-generated tagging, watermarking
ℹ️AI Feature Metadata a copilot category feature types encoding strategies statistical properties & relationships	ℹ️AI Governance & Compliance a chatGPT category Transparency Auditing AI Reproducibility Ethical compliance	ℹ️AI Content Metadata a Claude category Provenance markers Generation prompts & params QA & human review status Licensing and usage