teleo/teleo-codex
8
0
Fork 0
Code Issues 22 Pull requests 219 Projects Releases Packages Wiki Activity Actions 1

theseus: extract claims from 2025-11-00-pluralistic-values-llm-alignment-tradeoffs (#404)

Browse source 
Co-authored-by: Theseus <theseus@agents.livingip.xyz>
Co-committed-by: Theseus <theseus@agents.livingip.xyz>
This commit is contained in:
Theseus 2026-03-11 06:43:49 +00:00 committed by Leo
parent 2052da9fd6
commit 83d58bf5b8
1 changed files with 6 additions and 1 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

7
inbox/archive/2025-11-00-pluralistic-values-llm-alignment-tradeoffs.md
View file

@ -7,9 +7,14 @@ date: 2025-11-01
domain: ai-alignment
secondary_domains: [collective-intelligence]
format: paper
status: unprocessed
status: null-result
priority: high
tags: [pluralistic-alignment, safety-inclusivity-tradeoff, demographic-diversity, disagreement-preservation, dpo, grpo]
processed_by: theseus
processed_date: 2026-03-11
enrichments_applied: ["collective intelligence requires diversity as a structural precondition not a moral preference.md", "RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values.md", "pluralistic alignment must accommodate irreducibly diverse values simultaneously rather than converging on a single aligned state.md", "some disagreements are permanently irreducible because they stem from genuine value differences not information gaps and systems must map rather than eliminate them.md"]
extraction_model: "anthropic/claude-sonnet-4.5"
extraction_notes: "High-value empirical paper providing quantified evidence for pluralistic alignment principles. Key finding: 53% improvement from preserving disagreement challenges assumed safety-inclusivity trade-off. Five new claims extracted, four existing claims enriched with empirical support. All claims rated 'likely' confidence due to controlled experimental methodology with quantified results."
---
## Content