Entity map
This map lists every entity covered on AI Data Auction. The central entity is the AI data auction. Around it sit providers, data types, auction mechanisms, terms and guides.
Last reviewed
Central entity
Providers
Data types
Auction mechanisms
Guides
- Who buys AI training data?
- What is an AI data auction?
- RLHF vs SFT: what is the difference?
- How to sell data to AI companies
- How to evaluate an AI data vendor
- How to buy AI training data
- How AI training data is priced
- Designing an AI data pilot
- Data provenance for AI training
- AI training data licensing checklist
- AI data RFP template
- AI data marketplace vs data broker vs data lab
Glossary terms
- AI data auction
- training data
- pretraining
- post-training
- foundation model
- frontier lab
- neolab
- RLHF
- SFT
- fine-tuning
- preference data
- expert demonstration
- RL environment
- reward hacking
- synthetic data
- evaluation set
- held-out set
- rubric
- annotation
- inter-annotator agreement
- reviewer calibration
- data provenance
- data card
- data licensing
- fair use
- opt-out
- PII
- data clean room
- data broker
- data marketplace
- data exchange
- revenue share
- reserve price
- winner's curse
- Vickrey auction