Foundation
What quality per watt and per euro is possible when data never leaves the organisation?
What we will measure
Definitions are published before results. No measurement for this programme has been published yet.
- Quality per watt
- Answer quality relative to energy used, on named hardware
- Quality per euro
- Answer quality relative to operating cost
- Locality constraint adherence
- Share of runs where data never left the designated boundary
Connected projects
| Project | Type | Programme | HOPn role | Status |
|---|---|---|---|---|
| SLDE-AFT Corroborated extraction and offline LoRA extraction feeding the knowledge graph. | Research project | Ground, Foundation | Developer | In progress |
| Sovra AI Compute efficiency across hardware sizes, private retrieval over documents and graph pruning. | Research project | Foundation, Ground | Developer | In progress |
Planned work
Planned work for the next twelve months, counted from the start of the programme.
| months | Programme | Summary | Status |
|---|---|---|---|
| 0–3 | Foundation | Sovra raw data and scoping | In progress |
| 6–12 | Foundation | Open benchmark for extraction or orchestration under constraint | Planned |