Points Grounding
Last updated
Last updated
It is tricky to determine precisely the value of data. A single video may be worth wildly different amounts based on multiple factors such as length, language, subject, etc. Further, until now, no large scale open market has emerged for data. Data deals happen behind closed doors, in bilateral agreements between corporations, making it impossible for natural market dynamics to set the appropriate price for data.
Still, the Eidon team extensively surveyed existing data deals to determine a grounding system for our points. This is not an absolute value for data types, but a proportional value scale for different data modalities.
| Modality | Value |
|---|---|
Paragraph of Text | 1x |
Image | 10x |
Audio (Speech with Texture) | 25x |
Audio (Task Oriented Dialogue) | 50x |
Audio (Non-Speech Events) | 75x |
Video | 100x |
The table above varies based on X, which corresponds to the value of the data category. For instance, videos of sporting events are less valuable than POV videos of driving, which are less valuable than videos of task completions.
The differential value of categories is harder to quantify, as it requires real-time knowledge of demand and supply in the data market - which is often achievable only through the collective intelligence of open markets. Yet, our Quest system accounts for different X values, setting differential category point prices per Quest. This X value is implicit in the max value of points per modality displayed in every Quest as seen below.
