History
The original work and how the project has changed.
- 2018–19An app learns preferences from ratings of generated faces.
- 2025The method is written up and shared as PLGL.
- 2026Experiments expand to decisions, click locations and early stopping.
Original videos, code and documents
2018–19 · Preference learning
SkinDeep explored personal preference models trained from ratings of generated images. The archived mobile app and engine, original videos, and 2019 provisional filing document the work. Descriptions in a filing are not proof that every proposed application shipped.
2025 · PLGL write-up
The method was written up under the name Preference Learning in Generative Latent Spaces. Some broad claims and proposed integrations in those documents require qualification. The historical text remains available beside current corrections.
Original Markdown whitepaper · Whitepaper context and errata · Pre-lab site overview
2026 · A broader lab
The site now separates preference learning, direct decisions, spatial outputs, and adaptive computation. The continuing-research register keeps pilots distinct from open questions.
Archive provenance manifest records hashes of the source pages before archive-only link and banner adjustments. Older pages are preserved for the record, not offered as current performance evidence.