Paper Citation Record · LEDGER

RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2404.08555.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2404.08555 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:13:39.996854Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-30T12:44:40.086070Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1581f68e-0b0f-4f49-9b4a-763df987c986 · inbound

Interpreting Language Reward Models via Contrastive Explanations cites this paper.

Interpreting Language Reward Models via Contrastive Explanations RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T13:06:27.839076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e5d688a-533a-445b-9567-f53eafde36db · inbound

Fool Me, Fool Me: User Attitudes Toward LLM Falsehoods cites this paper.

Fool Me, Fool Me: User Attitudes Toward LLM Falsehoods RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T14:48:54.284020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3c3c93d-8bc0-4f27-adae-ac19b8f2b12a · inbound

Trustworthiness in Stochastic Systems: Towards Opening the Black Box cites this paper.

Trustworthiness in Stochastic Systems: Towards Opening the Black Box RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-10T13:10:07.848420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0192f92d-4e8b-48a5-83a3-8b4552c38577 · inbound

Design Topological Materials by Reinforcement Fine-Tuned Generative Model cites this paper.

Design Topological Materials by Reinforcement Fine-Tuned Generative Model RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-22T19:16:58.673929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6778c7a6-ea67-44ee-9d54-63587336a030 · inbound

Activation Control for Efficiently Eliciting Long Chain-of-thought Ability of Language Models cites this paper.

Activation Control for Efficiently Eliciting Long Chain-of-thought Ability of Language Models RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:13.968664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d500896f-b713-4ad7-a960-4a10bc6c76de · inbound

Text Production and Comprehension by Human and Artificial Intelligence: Interdisciplinary Workshop Report cites this paper.

Text Production and Comprehension by Human and Artificial Intelligence: Interdisciplinary Workshop Report RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

Reference 991

Resolution: unresolved; no resolver link, observed 2026-08-06T22:03:11.362036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb30ccd4-5103-4e0e-9e52-32b2ea97598a · inbound

Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI cites this paper.

Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:48.201481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3397599e-aa4d-4948-a852-e4b7820fc315 · inbound

Understanding the Mechanism of Altruism in Large Language Models cites this paper.

Understanding the Mechanism of Altruism in Large Language Models RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

Reference 220

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T13:31:02.095160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9b4d72fe-7bac-4803-b262-a665d07aaed0 · inbound

Ethics Testing: Proactive Identification of Generative AI System Harms cites this paper.

Ethics Testing: Proactive Identification of Generative AI System Harms RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:56:08.134959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a8e39a83-0311-4f70-a9ea-4457ffbeae58 · inbound

Wasserstein Distributionally Robust Regret Optimization for Reinforcement Learning from Human Feedback cites this paper.

Wasserstein Distributionally Robust Regret Optimization for Reinforcement Learning from Human Feedback RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T14:46:46.289373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d1c5aa97-5a8e-4280-9ba1-b7fc5cff08b5 · inbound

BV-Blend: Uncertainty-Weighted Historical Baselines for Stable Critic-Free RL with Verifiable Rewards cites this paper.

BV-Blend: Uncertainty-Weighted Historical Baselines for Stable Critic-Free RL with Verifiable Rewards RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

Reference 48

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T12:44:40.087477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d950b6bc-40cd-466c-96ee-d6f213bda43c · inbound

Toward a Theory of Value in AI Alignment cites this paper.

Toward a Theory of Value in AI Alignment RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

Reference 126

Resolution: unresolved; no resolver link, observed 2026-08-14T04:13:39.996854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.