Paper Citation Record · LEDGER

The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 36 inbound Pith citation observations for arXiv:2002.06177.

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

pith.paper-citation-record.v1
2002.06177 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 36 of 36 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:36:10.720374Z

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
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External citation measurements

297
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 db8c78c3-9f33-45a4-be5c-cbae6bbdf8cf · inbound

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks cites this paper.

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-10T20:41:57.951527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fa5bd25a-e54c-495f-9f1e-ecb0516567f2 · inbound

PAL: Program-aided Language Models cites this paper.

PAL: Program-aided Language Models The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:02:50.318105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6cc9d4a4-b423-4701-b8cb-5aa9bdeee371 · inbound

Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning cites this paper.

Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-24T04:56:00.856417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b20564a3-ffc5-44ac-b8c1-1a3a7548a912 · inbound

Agent AI: Surveying the Horizons of Multimodal Interaction cites this paper.

Agent AI: Surveying the Horizons of Multimodal Interaction The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 66

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T14:25:59.262283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fee20e6a-4c8c-40cc-9123-b0cfd17a3221 · inbound

Demonstration Selection for In-Context Learning via Reinforcement Learning cites this paper.

Demonstration Selection for In-Context Learning via Reinforcement Learning The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T21:57:21.786080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fed48043-c41f-4757-b570-ef666518160e · inbound

HEM: a margin-based loss for visual categorisation tasks cites this paper.

HEM: a margin-based loss for visual categorisation tasks The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-10T17:30:21.454186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f64807c-e61c-4c93-b9e1-cabaec56e5b9 · inbound

AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human Feedback cites this paper.

AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human Feedback The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T16:17:39.480179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 460a6e1f-3b8f-499e-a783-1d92201aa9dc · inbound

A Checks-and-Balances Framework for Context-Aware Ethical AI Alignment cites this paper.

A Checks-and-Balances Framework for Context-Aware Ethical AI Alignment The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-09T20:09:54.138532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73655c5e-a81c-471a-bcf9-a3082db459db · inbound

Haunted House: A text-based game for comparing the flexibility of mental models in humans and LLMs cites this paper.

Haunted House: A text-based game for comparing the flexibility of mental models in humans and LLMs The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T04:49:07.387811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cb7c5ec-9ae4-4dbd-ac15-4caf21bae090 · inbound

KERAIA: An Adaptive and Explainable Framework for Dynamic Knowledge Representation and Reasoning cites this paper.

KERAIA: An Adaptive and Explainable Framework for Dynamic Knowledge Representation and Reasoning The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:10.720374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a85bdbf-5098-4f12-9081-70dcaa20a0da · inbound

BACON: A fully explainable AI model with graded logic for decision making problems cites this paper.

BACON: A fully explainable AI model with graded logic for decision making problems The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:09.274311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e53c4c1b-35a3-47c0-a986-d0f09cb5b2d8 · inbound

Imago Obscura: An Image Privacy AI Co-pilot to Enable Identification and Mitigation of Risks cites this paper.

Imago Obscura: An Image Privacy AI Co-pilot to Enable Identification and Mitigation of Risks The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T13:47:17.790703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bf5d740-13e7-4f77-8551-338734d1db7c · inbound

How Humans and LLMs Organize Conceptual Knowledge: Exploring Subordinate Categories in Italian cites this paper.

How Humans and LLMs Organize Conceptual Knowledge: Exploring Subordinate Categories in Italian The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T13:40:41.051820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8171f44-53e0-487f-84ba-34d2825c0188 · inbound

Reasoning Can Hurt the Inductive Abilities of Large Language Models cites this paper.

Reasoning Can Hurt the Inductive Abilities of Large Language Models The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:36:11.143618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f7342a-83d2-4214-8d41-76e06309e05b · inbound

AI's Euclid's Elements Moment: From Language Models to Computable Thought cites this paper.

AI's Euclid's Elements Moment: From Language Models to Computable Thought The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T21:56:23.351083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0384f2e-e547-4c1f-b83b-be6ca2f07337 · inbound

LLM world models are mental: Output layer evidence of brittle world model use in LLM mechanical reasoning cites this paper.

LLM world models are mental: Output layer evidence of brittle world model use in LLM mechanical reasoning The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:48.177589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7045fb5e-9452-481a-a601-42663d5d60e6 · inbound

Augmented Vision-Language Models: A Systematic Review cites this paper.

Augmented Vision-Language Models: A Systematic Review The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T14:33:37.432857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d548cfbf-481e-4323-a7b9-13a8f2665c47 · inbound

ActivationReasoning: Logical Reasoning in Latent Activation Spaces cites this paper.

ActivationReasoning: Logical Reasoning in Latent Activation Spaces The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:45:56.264175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b36215e7-f019-4274-96a2-26b995296b73 · inbound

Distilling Counterfactual Reasoning from Language to Vision: Causal Graph Guided Post-Training for Video Understanding cites this paper.

Distilling Counterfactual Reasoning from Language to Vision: Causal Graph Guided Post-Training for Video Understanding The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 5

Resolution: malformed identifier; no resolver link, observed 2026-08-03T20:27:11.455042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7efafb3e-9b53-4e2b-9a10-506af95c135f · inbound

Beyond Context: Large Language Models' Failure to Grasp Users' Intent cites this paper.

Beyond Context: Large Language Models' Failure to Grasp Users' Intent The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-16T20:11:13.624512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 17abcfda-3038-472d-9a63-6b94cc3366ca · inbound

SteuerLLM: Local specialized large language model for German tax law analysis cites this paper.

SteuerLLM: Local specialized large language model for German tax law analysis The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T00:17:21.760550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d66be0bc-7369-45b8-badf-b5f3435cad6e · inbound

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions cites this paper.

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 237

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:51:30.314070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 38ab7402-7c68-4668-8b6c-e7e8bd33ac6a · inbound

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions cites this paper.

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 229

Resolution: unresolved; no resolver link, observed 2026-08-02T20:04:33.876233Z

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Unavailable: canonical work link unavailable.

Observation f930f303-6a61-47f0-9664-0ba11433e2c7 · inbound

How Psychological Learning Paradigms Shaped and Constrained Artificial Intelligence cites this paper.

How Psychological Learning Paradigms Shaped and Constrained Artificial Intelligence The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 48

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T09:19:54.533244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 143c9983-5c32-46a5-8cf0-1a427cc0bcde · inbound

Bounded by Risk, Not Capability: Quantifying AI Occupational Substitution Rates via a Tech-Risk Dual-Factor Model cites this paper.

Bounded by Risk, Not Capability: Quantifying AI Occupational Substitution Rates via a Tech-Risk Dual-Factor Model The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:10:48.751833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a899f6bf-e6e0-42a0-8c3a-c5b034b07da2 · inbound

Bounded by Risk, Not Capability: Quantifying AI Occupational Substitution Rates via a Tech-Risk Dual-Factor Model cites this paper.

Bounded by Risk, Not Capability: Quantifying AI Occupational Substitution Rates via a Tech-Risk Dual-Factor Model The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-13T09:50:44.429173Z

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Unavailable: canonical work link unavailable.

Observation 8aaee169-28dc-4451-acf9-27d23f72e163 · inbound

When Models Meet Users: An Empirical Study of Perceptions of General LLMs and Multimodal LLMs on Hugging Face cites this paper.

When Models Meet Users: An Empirical Study of Perceptions of General LLMs and Multimodal LLMs on Hugging Face The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:20:54.604916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a58e134b-9b27-488f-b067-23934229984a · inbound

When Models Meet Users: An Empirical Study of Perceptions of General LLMs and Multimodal LLMs on Hugging Face cites this paper.

When Models Meet Users: An Empirical Study of Perceptions of General LLMs and Multimodal LLMs on Hugging Face The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T16:43:12.289982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bb6cfea-be18-4716-a761-61ff574393e2 · inbound

Towards Lawful Autonomous Driving: Deriving Scenario-Aware Driving Requirements from Traffic Laws and Regulations cites this paper.

Towards Lawful Autonomous Driving: Deriving Scenario-Aware Driving Requirements from Traffic Laws and Regulations The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:06:15.117971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d7a549a5-9abd-440a-90e9-ac0b8cd50f1c · inbound

To Use AI as Dice of Possibilities with Timing Computation cites this paper.

To Use AI as Dice of Possibilities with Timing Computation The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 63

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T15:56:34.118393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation be093b55-e6fb-431c-8172-c09a9d3eecb1 · inbound

The Evaluation Trap: Benchmark Design as Theoretical Commitment cites this paper.

The Evaluation Trap: Benchmark Design as Theoretical Commitment The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T04:55:04.218774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7c78b66c-3b5f-4d8b-8de7-5a21e1542cb5 · inbound

Invariant Gradient Alignment for Robust Reasoning Distillation cites this paper.

Invariant Gradient Alignment for Robust Reasoning Distillation The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:26:46.020944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1d2e7b11-0aff-44b6-9d37-99fcff662038 · inbound

Beyond Post-hoc Explanation: Toward Glassbox AI via Probabilistic Mediation cites this paper.

Beyond Post-hoc Explanation: Toward Glassbox AI via Probabilistic Mediation The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T17:07:12.563704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c9b6e54d-65dd-4ad5-9cab-00844655e7ee · inbound

PhyEditBench: A Real-World Multi-Stage Benchmark for Physics-Aware Image Editing cites this paper.

PhyEditBench: A Real-World Multi-Stage Benchmark for Physics-Aware Image Editing The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:09:50.697705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f942855a-7ceb-4d9f-b464-86d10f8ba913 · inbound

PhyEditBench: A Real-World Multi-Stage Benchmark for Physics-Aware Image Editing cites this paper.

PhyEditBench: A Real-World Multi-Stage Benchmark for Physics-Aware Image Editing The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:03:48.737632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 888e8656-72ad-4a3e-9873-f79cc8e9e955 · inbound

Structural Certification for Reliable Physical Design with Language Models cites this paper.

Structural Certification for Reliable Physical Design with Language Models The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T05:54:18.649486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.