Posted-price sale for AI data

1. The seller publishes a price and license terms.
2. Buyers accept or walk away.
3. The seller adjusts the price over time.

Fits catalogue datasets that can be sold many times, such as cloud data exchange listings.

Example. A dataset is listed on a data exchange at an annual subscription price.

• RLHF and preference data
• Supervised fine-tuning data
• Expert demonstration data
• Reinforcement learning environments
• Synthetic training data
• Code training data
• Medical and clinical data
• Legal training data
• Video training data
• Speech and audio data
• Licensed text corpora
• Multimodal training data
• Evaluation sets

Dutch auction

A Dutch auction is a descending-price auction in which the price starts high and falls until the first buyer accepts it.

Revenue-share licensing

Revenue-share licensing is a pricing model in which a data owner receives a percentage of the revenue a model or product earns from using the data.

data licensing

Data licensing is the grant of rights to use a dataset for stated purposes, in return for payment or other terms.

reserve price

A reserve price is the minimum price at which a seller will complete an auction.