Paper Citation Record · LEDGER

Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 22 inbound Pith citation observations for arXiv:2210.01790.

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

pith.paper-citation-record.v1
2210.01790 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:04:57.439817Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

14
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9ccb2324-bc9e-45fe-a20c-4e180e231e83 · inbound

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs cites this paper.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.439817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd00104a-e810-4aa8-8ada-3afa05d52c3c · inbound

Technical Risks of (Lethal) Autonomous Weapons Systems cites this paper.

Technical Risks of (Lethal) Autonomous Weapons Systems Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T19:10:56.735518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c01b1197-dea2-4fd7-8e52-628342c9f5b4 · inbound

Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies cites this paper.

Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 154

Resolution: unresolved; no resolver link, observed 2026-08-07T13:05:32.661716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5239c1e3-0a0c-4092-bdc3-736d05106210 · inbound

AI Risk-Management Standards Profile for General-Purpose AI (GPAI) and Foundation Models cites this paper.

AI Risk-Management Standards Profile for General-Purpose AI (GPAI) and Foundation Models Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 1270

Resolution: unresolved; no resolver link, observed 2026-08-06T21:45:13.140632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d89b77a1-e7f6-46bb-81c3-f37439138105 · inbound

Mitigating Goal Misgeneralization via Minimax Regret cites this paper.

Mitigating Goal Misgeneralization via Minimax Regret Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T20:27:17.268826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a50fbda-be39-4508-afa8-021011168d71 · inbound

Lessons from a Chimp: AI "Scheming" and the Quest for Ape Language cites this paper.

Lessons from a Chimp: AI "Scheming" and the Quest for Ape Language Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T20:18:15.459547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b86a2244-c5df-4e12-bc22-fbe0aadbd572 · inbound

Semantic Convergence: Investigating Shared Representations Across Scaled LLMs cites this paper.

Semantic Convergence: Investigating Shared Representations Across Scaled LLMs Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:39:46.553247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6602d481-ab81-4b73-a57b-572c15993da5 · inbound

Interpretable Electrophysiological Features of Resting-State EEG Capture Cortical Network Dynamics in Parkinsons Disease cites this paper.

Interpretable Electrophysiological Features of Resting-State EEG Capture Cortical Network Dynamics in Parkinsons Disease Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-13T14:23:49.346727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc413ef3-77aa-4e5c-8cb2-9ff910d1225d · inbound

Why Does Agentic Safety Fail to Generalize Across Tasks? cites this paper.

Why Does Agentic Safety Fail to Generalize Across Tasks? Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 98

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:06:00.148917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 56e0c30d-f7bc-4a2c-b018-96b0a27829c9 · inbound

Spurious Correlation Learning in Preference Optimization: Mechanisms, Consequences, and Mitigation via Tie Training cites this paper.

Spurious Correlation Learning in Preference Optimization: Mechanisms, Consequences, and Mitigation via Tie Training Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 39

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T06:32:24.261475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d6b62d88-4d53-4aff-9442-31fa43fc5179 · inbound

Do Androids Dream of Breaking the Game? Systematically Auditing AI Agent Benchmarks with BenchJack cites this paper.

Do Androids Dream of Breaking the Game? Systematically Auditing AI Agent Benchmarks with BenchJack Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:32:56.848195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 584b3b41-465c-4a39-9201-3e01e7339d36 · inbound

Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces cites this paper.

Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 224

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:17:54.260119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d5631898-2d29-4a4c-a850-41288180f501 · inbound

Understanding Goal Generalisation in Sequential Reinforcement Learning cites this paper.

Understanding Goal Generalisation in Sequential Reinforcement Learning Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:50:20.839480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 33f4e2df-1111-4edb-8047-70cf3b707736 · inbound

Voluntary Collusion with Secret Tools in Competing LLM Agents cites this paper.

Voluntary Collusion with Secret Tools in Competing LLM Agents Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:03:40.769914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c543ef0d-d36a-478e-9534-d9046f192b04 · inbound

Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric Q-Sorts cites this paper.

Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric Q-Sorts Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:09:40.879344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dd3ba819-e0b0-426e-95b0-13bf0ee1beeb · inbound

A Scalable Approach to Evaluating Moral Sensitivity in LLMs cites this paper.

A Scalable Approach to Evaluating Moral Sensitivity in LLMs Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 156

Resolution: unresolved; no resolver link, observed 2026-07-12T05:44:33.099337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 140911e7-4a29-46ba-b69b-c6c9fecb38a0 · inbound

When Does Reward Teach State? A Hidden-Automaton Instrument and the Group-Language Boundary cites this paper.

When Does Reward Teach State? A Hidden-Automaton Instrument and the Group-Language Boundary Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T07:20:39.148585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f48ad79-a499-40c0-b165-e44d061f11bd · inbound

Innocuous-Seeming Data, Latent Ideology: Ideological Generalisation in Finetuned LLMs cites this paper.

Innocuous-Seeming Data, Latent Ideology: Ideological Generalisation in Finetuned LLMs Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T00:51:18.184662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c871cfe9-711c-4206-b6f4-fbc093d770e1 · inbound

AI Value Alignment for Evolving Social Norms cites this paper.

AI Value Alignment for Evolving Social Norms Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-01T15:16:55.934050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37c95f28-7fa9-4c6e-aacb-8e43d5861797 · inbound

Response drift across frontier large language models cites this paper.

Response drift across frontier large language models Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T13:58:47.006884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6712e349-7885-44c6-930a-99684fdaaf2e · inbound

Co-design of LLM-based preference agents: participation may drive overtrust cites this paper.

Co-design of LLM-based preference agents: participation may drive overtrust Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T06:48:46.131233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0b3bd55-23ba-4f82-ac7f-4e85e3a62dc2 · inbound

Draining the Energy Commons: Self-Defeating Over-Appropriation as a Coordination Failure in Agentic LLM Collectives cites this paper.

Draining the Energy Commons: Self-Defeating Over-Appropriation as a Coordination Failure in Agentic LLM Collectives Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-01T05:36:12.902670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.