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Paper Citation Record · LEDGER

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2412.15114.

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

pith.paper-citation-record.v1
2412.15114 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:34:12.102301Z

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

2
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 78138fbd-5067-45a8-81ac-e550576c00d4 · inbound

Human-Centered AI Communication in Co-Creativity: An Initial Framework and Insights cites this paper.

Human-Centered AI Communication in Co-Creativity: An Initial Framework and Insights Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment

Reference 121

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:12.102301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:34:12.102301Z digest=sha256:b3b4f6d5d82021d11f161c1441c98e37f52440fd266d483fe4f8b432f34385b6

Observation a4981124-3310-4d0e-b290-55503b1a3dc8 · inbound

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives cites this paper.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T04:46:04.151319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:46:04.151319Z digest=sha256:34680e82f6463589adc4ebaa4cbc2b0e5b2a652f4be3b831e844605919cc1f33

Observation 3f23b348-c0c3-4dfd-b0c7-7364906865f1 · inbound

Imperfectly Cooperative Human-AI Interactions: Comparing the Impacts of Human and AI Attributes in Simulated and User Studies cites this paper.

Imperfectly Cooperative Human-AI Interactions: Comparing the Impacts of Human and AI Attributes in Simulated and User Studies Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:43:47.704526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-10T09:39:56.132765Z digest=sha256:0934bcead9bf2a2234b5b7e4a931c9eae5813d99b3b16db0c78a9a202ddff1b7

Observation 097e9989-6518-4e8f-83e7-6b7943cc13b1 · inbound

Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion cites this paper.

Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-13T01:57:06.369248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-13T01:03:10.263663Z digest=sha256:22f446633798051469355034997342a1ea11a951b7113ea86dd6cc991c2b200f

Observation f003c567-a06e-427e-8c5a-8b248721c6a8 · inbound

Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion cites this paper.

Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-14T21:12:58.811025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T21:12:06.989077Z digest=sha256:8413fe3252d17e1ad1415ae75eca7ce2dbc5574402b62b92e35e067226de91e6

Observation 86bf7250-7590-4ae8-9d9f-5254fe5fb445 · inbound

SIGMA: Saliency-Guided Sparse Mask Attacks for Speech Emotion Recognition cites this paper.

SIGMA: Saliency-Guided Sparse Mask Attacks for Speech Emotion Recognition Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-06-30T16:24:57.642598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T04:44:59.279562Z digest=sha256:566e52cf5752d0de0b89bd7695cc7ab84375f4b0f16ba29d009d843b27a4024d