teleo-codex/domains/ai-alignment/feedback-misspecification-creates-exponential-sample-complexity-barrier-in-alignment.md
Teleo Agents f2b9121473 auto-fix: address review feedback on PR #605
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---
type: claim
domain: ai-alignment
title: Feedback misspecification creates exponential sample complexity barrier in alignment
confidence: experimental
description: The claim discusses how feedback misspecification can lead to an exponential increase in sample complexity, posing a barrier to alignment.
created: 2023-10-01
processed_date: 2023-10-01
source: gaikwad-2025
---
Feedback misspecification in AI alignment can lead to an exponential increase in sample complexity, creating a significant barrier to achieving alignment. This claim is based on theoretical constructs and lacks empirical validation. The model assumes a single reward function can capture context-dependent human values, which may not be accurate.
<!-- claim pending -->