teleo/teleo-codex
8
0
Fork 0
Code Issues 22 Pull requests 11 Projects Releases Packages Wiki Activity Actions 48
teleo-codex/domains/ai-alignment/binary-preference-comparisons-cannot-identify-latent-preference-types-making-pairwise-RLHF-structurally-blind-to-diversity.md
Teleo Agents b012d327fa auto-fix: address review feedback on PR #490 
- Applied reviewer-requested changes
- Quality gate pass (fix-from-feedback)

Pentagon-Agent: Auto-Fix <HEADLESS>
2026-03-11 12:57:36 +00:00

578 B
Raw Blame History

type domain confidence description created source processed_date
claim ai-alignment likely Binary preference comparisons cannot identify latent preference types, making pairwise RLHF structurally blind to diversity. 2026-03-11 em-dpo-heterogeneous-preferences 2026-03-11

The claim rests on a formal identifiability analysis, which is a mathematical proof demonstrating the structural limitations of binary preference comparisons in identifying latent preference types. While the formal result is robust, practical implications beyond this result are less certain.