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Paper Citation Record · LEDGER

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation

As of 9 August 2026, this Paper Citation Record lists 100 of 114 outbound references and 2 inbound Pith citation observations for arXiv:2506.21693.

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

pith.paper-citation-record.v1
2506.21693 v1

Coverage vector

measured 100 of 114 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:26:52.409412Z

measured 102 of 102 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-17T23:24:54.641226Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T23:25:28.493646Z

Reference resolution

100 of 114 outbound references displayed

  • verified exact12
  • verified fuzzy36
  • unresolved48
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 80c1bfd6-9aa5-43bb-8432-cbf024896619 · outbound

This paper cites Safety Report a2z Smart City Solution.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Safety Report a2z Smart City Solution

Reference 1

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Observation 93cb26a1-da72-42f1-b17d-b7ea6793e554 · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 2

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Observation a56ab056-967d-4f1b-8189-17b11f01f10c · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 3

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Observation ad99d488-29ee-40c7-84aa-2cd124267913 · outbound

This paper cites Our Approach to Automated Driving System Safety.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Our Approach to Automated Driving System Safety

Reference 4

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Observation 82f64793-4f23-494e-ab89-96a051e4cca2 · outbound

This paper cites Aurora Safety Report.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Aurora Safety Report

Reference 5

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Observation a81f0ece-a1b1-4689-93bd-52d810740660 · outbound

This paper cites Aurora’s Safety Case Framework.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Aurora’s Safety Case Framework

Reference 6

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Observation c4bb7a12-7df4-4b64-a656-77dcbced58a3 · outbound

This paper cites Data-Driven Development Process, The AutoX Team.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Data-Driven Development Process, The AutoX Team

Reference 7

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Observation 6240e354-9956-41b3-aeee-020e161d20dc · outbound

This paper cites A VSC Best Practice for Core Automated Ve- hicle Safety Information.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation A VSC Best Practice for Core Automated Ve- hicle Safety Information

Reference 8

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Observation 8fd8fa53-f23f-460d-a5f7-d702806127be · outbound

This paper cites Architectural Considerations in the Certifi- cation of Modular Systems, in: Anderson, S., Felici, M., Bologna, S.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Architectural Considerations in the Certifi- cation of Modular Systems, in: Anderson, S., Felici, M., Bologna, S

Reference 9

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Observation 795517c0-3763-47ef-930e-d597fbbc9b65 · outbound

This paper cites (not) yet another meta- model for traceability, in: 2021 ACM/IEEE International Confer- ence on Model Driven Engineering Languages and Systems Compan- ion (MODELS-C), pp.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation (not) yet another meta- model for traceability, in: 2021 ACM/IEEE International Confer- ence on Model Driven Engineering Languages and Systems Compan- ion (MODELS-C), pp

Reference 10

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Observation a43a2f03-621c-48ad-a76f-c4b13faaf4c5 · outbound

This paper cites Predicting the type of road traffic accident for test scenario generation.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Predicting the type of road traffic accident for test scenario generation

Reference 11

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Observation 8e0c9239-8d14-4a07-a6e5-6c73856b2599 · outbound

This paper cites Contracts for system design.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Contracts for system design

Reference 12

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Observation d8234d93-c8ea-4402-965f-a02cc265b4a5 · outbound

This paper cites A compre- hensive survey on Software as a Service (SaaS) transformation for the automotive systems.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation A compre- hensive survey on Software as a Service (SaaS) transformation for the automotive systems

Reference 13

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Observation 1e4641f1-bf9d-4e61-8238-25d3899db38f · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 14

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Observation 5b9c1da7-0e2d-45eb-a878-6cec01bf8f98 · outbound

This paper cites Safely Entering the Deep: A Review of Verification and Validation for Machine Learning and a Challenge Elicitation in the Automotive Industry.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Safely Entering the Deep: A Review of Verification and Validation for Machine Learning and a Challenge Elicitation in the Automotive Industry

Reference 15

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source=pdf_text observed=2026-08-06T22:26:21.740133Z digest=sha256:30ebd344c2d9773119b0a137ae79cbb1d2f97affcba258ad88b0af3c77cae41b

Observation d8221836-9d5f-4eee-82bf-bcd0af6c4c4d · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 16

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Observation 93454b2f-8fe8-472c-9f11-1db0e916a8a2 · outbound

This paper cites Accelerating Digital Transformation: 10 Years of Software Center.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Accelerating Digital Transformation: 10 Years of Software Center

Reference 17

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Observation e8999877-6980-4939-8432-98a0d8733013 · outbound

This paper cites It Takes Three to Tango: Requirement, Outcome/Data, and AI Driven Development, in: Hyryn- salmi, S., Suominen, A., Jud, C., Wang, X., Bosch, J., M¨ unch, J.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation It Takes Three to Tango: Requirement, Outcome/Data, and AI Driven Development, in: Hyryn- salmi, S., Suominen, A., Jud, C., Wang, X., Bosch, J., M¨ unch, J

Reference 18

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Observation 750b4a88-1b07-4bbb-89c8-44b55fd00e9a · outbound

This paper cites Model Reporting for Certifiable AI: A Proposal from Merging EU Regulation into AI Development.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Model Reporting for Certifiable AI: A Proposal from Merging EU Regulation into AI Development

Reference 19

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Observation 80a66ac8-21bc-427f-aaa4-a7c074266c83 · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 20

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Observation 81bb87cc-1372-4ece-9214-e5143f936262 · outbound

This paper cites System Theoretic Process Analysis (STPA) Recommended Practices for Evaluations of Automotive Related Safety- Critical Systems.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation System Theoretic Process Analysis (STPA) Recommended Practices for Evaluations of Automotive Related Safety- Critical Systems

Reference 21

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Observation 27b35cce-bac1-4ff6-a3fe-c947059fadbe · outbound

This paper cites Requirements Engineering in the Age of Societal- Scale Cyber-Physical Systems: The Case of Automated Driving, in: IEEE International Requirements Engineering Conference, IEEE.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Requirements Engineering in the Age of Societal- Scale Cyber-Physical Systems: The Case of Automated Driving, in: IEEE International Requirements Engineering Conference, IEEE

Reference 22

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Observation 30524956-fb5e-463c-a747-2d8f92bf93ca · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 23

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Observation 9a441208-1252-4a20-b2fc-847ddd8c8e62 · outbound

This paper cites Automating Safety Argument Change Impact Analysis for Machine Learning Com- ponents, in: 2022 IEEE 27th Pacific Rim International Symposium on Dependable Computing (PRDC), pp.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Automating Safety Argument Change Impact Analysis for Machine Learning Com- ponents, in: 2022 IEEE 27th Pacific Rim International Symposium on Dependable Computing (PRDC), pp

Reference 24

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Observation d14873b1-4fbc-4fd4-9f42-5dc2a46078e1 · outbound

This paper cites and Larsen, Rick,.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation and Larsen, Rick,

Reference 25

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Observation b14814b6-8113-4159-a2b9-1beb6c091727 · outbound

This paper cites Trustworthy and collaborative traceability management: Experts’ feed- back on a blockchain-enabled framework.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Trustworthy and collaborative traceability management: Experts’ feed- back on a blockchain-enabled framework

Reference 26

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Observation d39008f4-672e-4fce-978a-ddb7ddbb7452 · outbound

This paper cites SafeOps: A Concept of Continuous Safety, in: 2020 16th European Dependable Computing Conference (EDCC), IEEE.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation SafeOps: A Concept of Continuous Safety, in: 2020 16th European Dependable Computing Conference (EDCC), IEEE

Reference 27

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Observation b5345af0-b931-49ff-84ea-5fcbea048e3a · outbound

This paper cites A Matter of Trust: Ford’s Approach to Developing Self-Driving Vehicles.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation A Matter of Trust: Ford’s Approach to Developing Self-Driving Vehicles

Reference 28

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Observation 8f20773d-6947-447d-8d72-3ea857db1024 · outbound

This paper cites Validation of software tools according to ISO 26262 method 1c using continuous practices: applied to the software product TEST-GUIDE.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Validation of software tools according to ISO 26262 method 1c using continuous practices: applied to the software product TEST-GUIDE

Reference 29

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source=pdf_text observed=2026-08-06T22:26:23.537691Z digest=sha256:0f0c30af6e51c2d569c0a875d0a20e42b045bd89595f656e887c7b83b2cc3cd5

Observation 94bf861b-f08e-4f6d-a234-0b43df28c426 · outbound

This paper cites Safety and Security of Cyber-Physical Systems: Engineering Dependable Software Using Principle-based Development.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Safety and Security of Cyber-Physical Systems: Engineering Dependable Software Using Principle-based Development

Reference 30

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Observation 9ca5bf3f-cd07-4b1f-abd7-9151e5b8009a · outbound

This paper cites Vv methods safety assurance position paper.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Vv methods safety assurance position paper

Reference 31

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Observation df59db61-9de0-4cea-b838-4b62c68b777a · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 32

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source=pdf_text observed=2026-08-06T22:26:48.913512Z digest=sha256:e1616d4988b0b3d4d0c91d7ff23204708945ef89779001f322fbd7dab42b4121

Observation 919f351b-4a93-47e5-b40c-f391aad63e68 · outbound

This paper cites The Automotive Take on Continuous Experimentation: A Multiple Case Study, in: 2019 45th Euromicro Conference on Software Engineering and Advanced Applica- tions (SEAA), IEEE.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation The Automotive Take on Continuous Experimentation: A Multiple Case Study, in: 2019 45th Euromicro Conference on Software Engineering and Advanced Applica- tions (SEAA), IEEE

Reference 33

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source=pdf_text observed=2026-08-06T22:26:49.034320Z digest=sha256:ceacf0c44bf5efacbbe1e1396812327e0dbeec5b5cf1976c6a64310272384c77

Observation 3311f860-d96d-4459-af1a-d139a32766ea · outbound

This paper cites Self-driving safety report.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Self-driving safety report

Reference 34

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source=pdf_text observed=2026-08-06T22:26:49.141458Z digest=sha256:9e8861e74117b79cc92e49cc2c79bd09509a13c41c62521218236f6a0f654159

Observation 601d5843-7cbf-4bcb-abf9-a783ca691d40 · outbound

This paper cites MLOps: Continuous delivery and automation pipelines in machine learning.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation MLOps: Continuous delivery and automation pipelines in machine learning

Reference 35

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source=pdf_text observed=2026-08-06T22:26:49.235308Z digest=sha256:4434b560102f9395b13ebb6a37d51f5c9dece9d015f93a7165aa07017681da36

Observation 16ec98fd-fba5-4928-b2c5-3edeae03852e · outbound

This paper cites What is DevOps? URL: https://cloud.google.com/ devops.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation What is DevOps? URL: https://cloud.google.com/ devops

Reference 36

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source=pdf_text observed=2026-08-06T22:26:49.321065Z digest=sha256:f3895a2957e4ea44b764a39666e00805e10f05de3e4dc63dd1d188e85d7f518a

Observation 56a4afe1-8e5a-468b-b785-7c3579ffdca3 · outbound

This paper cites Review on self-driving cars using neural network architectures.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Review on self-driving cars using neural network architectures

Reference 37

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source=pdf_text observed=2026-08-06T22:26:49.359761Z digest=sha256:51baa49943cb861777806d4849589163e8902571cadc06d081c896afe2c2f9e2

Observation fc396ba3-1559-4bed-aca3-d411ee3921aa · outbound

This paper cites Con- trolling Risk for Highly Automated Transportation Systems Operating in Complex Open Environments: A white paper of the SafeTRANS Closing the Gap Initiative.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Con- trolling Risk for Highly Automated Transportation Systems Operating in Complex Open Environments: A white paper of the SafeTRANS Closing the Gap Initiative

Reference 38

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T22:26:49.403968Z digest=sha256:8c88732d8ec115eed82980a4c6796e011f54442f514665ea2a4af690a7c4220a

Observation 2994b1a6-f738-4a71-9867-809d6bc07684 · outbound

This paper cites Requirements and software engineering for automotive perception systems: an interview study.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Requirements and software engineering for automotive perception systems: an interview study

Reference 39

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source=pdf_text observed=2026-08-06T22:26:49.476129Z digest=sha256:9acd560682e26f7340bacee602f353cc35c83ea4d735aa61fe07b097a7c2baa4

Observation 5be1e615-f050-4525-8f4e-f15d02080baf · outbound

This paper cites Integrating scenario- and contract-based verification for automated vessels.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Integrating scenario- and contract-based verification for automated vessels

Reference 40

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:26:49.499160Z digest=sha256:bbdc5e748ff93660fdf82ca0ee206511d98cb4d5a3e161525a2c3a5d96cfc318

Observation 03a00aec-5e7a-47cf-a230-fa1b680d9bd5 · outbound

This paper cites SafeScrum®-Agile development of safety-critical software.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation SafeScrum®-Agile development of safety-critical software

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:26:49.504336Z digest=sha256:5b090e71263dee8d938ba7f8b5e9bf78ad0cb3a408c4ec88e89904c413fbb7ab

Observation 04fa4760-40f3-49d7-be80-56e9dc7f7dc0 · outbound

This paper cites Improving 3d object detection for autonomous driving–a case study of data-driven development, in: International ATZ Conference, Springer.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Improving 3d object detection for autonomous driving–a case study of data-driven development, in: International ATZ Conference, Springer

Reference 42

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no resolver link, observed 2026-08-06T22:26:49.519886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:26:49.519886Z digest=sha256:b05576bd245a91aecb0fbcc097a9625f31f5c5fdf32e901048695ef2cfbb4f05

Observation fedbc865-99f9-400a-ae3d-0600bd5e2a42 · outbound

This paper cites An empirical investigation of challenges of specifying training data and runtime monitors for critical software with machine learning and their relation to architectural decisions.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation An empirical investigation of challenges of specifying training data and runtime monitors for critical software with machine learning and their relation to architectural decisions

Reference 43

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:26:49.535945Z digest=sha256:b9f8872c7c859303154f83f354401ca3257382e80899448f5b29397f0078c948

Observation 085f7f28-956b-4af5-985b-2cb4fc3f6e2c · outbound

This paper cites A review of testing object- based environment perception for safe automated driving.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation A review of testing object- based environment perception for safe automated driving

Reference 44

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verified fuzzy
raw_fallback, observed 2026-08-06T22:27:07.631715Z

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.

source=pdf_text observed=2026-08-06T22:26:49.592136Z digest=sha256:86680042249ab97f76d16e7c7e8ab63db7d6199dc04af73d7e9e7438f25e3813

Observation f1d2872c-737f-4d2e-bd78-4ba7e4290d1c · outbound

This paper cites IKE Safety Report.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation IKE Safety Report

Reference 45

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verified fuzzy
raw_fallback, observed 2026-08-06T22:27:07.428729Z

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.

source=pdf_text observed=2026-08-06T22:26:49.648976Z digest=sha256:009f44a7a9dd506bb7c77bea5d57194c9156efdf4c2088ced42c27bc145fb778

Observation dbd11427-e300-433f-a2bd-7ec99aa6f03e · outbound

This paper cites IEC 61508: Functional safety of electrical/electronic/programmable electronic safety-related systems.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation IEC 61508: Functional safety of electrical/electronic/programmable electronic safety-related systems

Reference 46

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verified fuzzy
raw_fallback, observed 2026-08-06T22:27:07.219517Z

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.

source=pdf_text observed=2026-08-06T22:26:49.737126Z digest=sha256:9468308831a0e26ae86a06e0ac932399f2586935186dfa0625a6c3f201deceb0

Observation fd6ecd9e-f6bd-4c84-82be-f42235ec604f · outbound

This paper cites ISO/SAE 21434:2021, Road Vehicles — Cybersecu- rity Engineering.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation ISO/SAE 21434:2021, Road Vehicles — Cybersecu- rity Engineering

Reference 47

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verified fuzzy
raw_fallback, observed 2026-08-06T22:27:06.924692Z

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.

source=pdf_text observed=2026-08-06T22:26:49.813076Z digest=sha256:4688aeb89878ab134918da91b7e20d9301b62d5473cc78490c35dd341eaa64da

Observation bd204638-33d5-40ed-982e-0b377373627f · outbound

This paper cites ISO 21448, Road vehicles — Safety of the intended functionality.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation ISO 21448, Road vehicles — Safety of the intended functionality

Reference 48

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verified fuzzy
raw_fallback, observed 2026-08-06T22:27:06.705685Z

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.

source=pdf_text observed=2026-08-06T22:26:49.851405Z digest=sha256:ba8d03243f6506e37430ef98304b68049a5ea68484fe502b0e6844ecca640ffb

Observation b5c8a570-6d31-4fdc-aba8-b0e99d823423 · outbound

This paper cites ISO 26262:2018 (all parts), Road vehicles — Functional safety.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation ISO 26262:2018 (all parts), Road vehicles — Functional safety

Reference 49

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raw_fallback, observed 2026-08-06T22:27:06.547258Z

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.

source=pdf_text observed=2026-08-06T22:26:49.889271Z digest=sha256:32d2a22638423972557c343fd7bc6933374d1ab50920a234705921554495d2de

Observation f67b6711-43c1-4209-8f9e-ed011ae3a05f · outbound

This paper cites ISO/TR 4804:2020, Road vehicles – Safety and cybersecurity for automated driving systems – Design, verifica- tion and validation methods.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation ISO/TR 4804:2020, Road vehicles – Safety and cybersecurity for automated driving systems – Design, verifica- tion and validation methods

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:06.393767Z

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.

source=pdf_text observed=2026-08-06T22:26:49.921009Z digest=sha256:4c2d3fffcfbb11a2b645e964de9282791bbe57f97e685c9ad115b52909961969

Observation 562a668e-21e6-4a74-a6d3-507f956d9320 · outbound

This paper cites Continuous Learning Approach to Safety Engineering, in: CARS - Critical Automotive applications: Robustness & Safety, Zaragoza, Spain.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Continuous Learning Approach to Safety Engineering, in: CARS - Critical Automotive applications: Robustness & Safety, Zaragoza, Spain

Reference 51

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verified fuzzy
raw_fallback, observed 2026-08-06T22:27:06.243111Z

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.

source=pdf_text observed=2026-08-06T22:26:49.961036Z digest=sha256:b7805eb88938972e1bdf975ba8b6243a49b62bd6d5cc0b08a50e1108877c571f

Observation 5a741eb7-766a-4384-94ad-125e917e7be1 · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:27:06.056271Z

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.

source=pdf_text observed=2026-08-06T22:26:50.001131Z digest=sha256:36d683a769bb96d4669132a8f06b171986426706519bb9cad2b44a85a4c098e3

Observation 892a6e78-c848-442a-a17e-3a098a2da626 · outbound

This paper cites Towards an AI-driven busi- ness development framework: A multi-case study.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Towards an AI-driven busi- ness development framework: A multi-case study

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:05.859417Z

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.

source=pdf_text observed=2026-08-06T22:26:50.018692Z digest=sha256:89f1aa4af7e893c12545ec3d093617b4d0ae114c60095c4206e9cd2a516026d5

Observation 45c5d63a-7037-4905-b629-ebaca95fb2a2 · outbound

This paper cites Guidelines for Performing Sys- tematic Literature Reviews in Software Engineering.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Guidelines for Performing Sys- tematic Literature Reviews in Software Engineering

Reference 54

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raw_fallback, observed 2026-08-06T22:27:05.704368Z

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.

source=pdf_text observed=2026-08-06T22:26:50.071423Z digest=sha256:6353d008089f46a96376c375fcab8fb366b8de86742d58848973b4e256be6089

Observation 0d143f1f-a2a5-4641-be2e-387ece1633a5 · outbound

This paper cites Kodiak Safety Report 2020.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Kodiak Safety Report 2020

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:05.550250Z

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.

source=pdf_text observed=2026-08-06T22:26:50.122319Z digest=sha256:fe9c2e267aa525b0a7f8c52dfb522e954ab4f03564cdc49bf057fcfd11f55bd0

Observation fef35bf3-0090-4600-97d5-deeb299f7cad · outbound

This paper cites Ul 4600: What to include in an autonomous vehicle safety case.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Ul 4600: What to include in an autonomous vehicle safety case

Reference 56

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T22:26:56.114775Z

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.

source=pdf_text observed=2026-08-06T22:26:50.194074Z digest=sha256:0dc72ae847d88d0bbc1c764d5219e1a38fbd2e425721ba02dd2669f1b4b5e39a

Observation 09294a77-218f-43a6-a265-2deb14c0c6dc · outbound

This paper cites Anatomy of a Robotaxi Crash: Lessons from the Cruise Pedestrian Dragging Mishap.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Anatomy of a Robotaxi Crash: Lessons from the Cruise Pedestrian Dragging Mishap

Reference 57

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no resolver link, observed 2026-08-06T22:26:50.216024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:26:50.216024Z digest=sha256:8050d90670e1417526c598c5e25f0d3f845894129c5bc2f4835fbe0093e8b9de

Observation de969c37-5e64-4ac4-bad1-da3f959b86d0 · outbound

This paper cites Redefining Safety for Autonomous Vehicles.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Redefining Safety for Autonomous Vehicles

Reference 58

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unresolved
no resolver link, observed 2026-08-06T22:26:50.260916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:26:50.260916Z digest=sha256:6eb56deaabe8836afda026fb416944956949cb45827d1f8d75b018cb9c9d0f6e

Observation 22c0b07a-0602-4847-997b-8ce064c81b58 · outbound

This paper cites Breaking the tyranny of net risk metrics for automated vehicle safety.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Breaking the tyranny of net risk metrics for automated vehicle safety

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:05.384675Z

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.

source=pdf_text observed=2026-08-06T22:26:50.298370Z digest=sha256:2affaede2a3dbc26220ba7c3a6eed1d4fda0b7c826ea7b1f401c9c3024a274da

Observation 4949d313-0684-4018-bdf6-d61a8d6d532b · outbound

This paper cites Safe operations of unmanned systems for reconnaissance in complex environ- ments army technology objective (source ato), in: Unmanned Systems Technology XIII, SPIE.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Safe operations of unmanned systems for reconnaissance in complex environ- ments army technology objective (source ato), in: Unmanned Systems Technology XIII, SPIE

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:05.222221Z

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.

source=pdf_text observed=2026-08-06T22:26:50.349257Z digest=sha256:df8fb1060df24fd52f79bba2b84562952e5f11f44e38e179beb70642fab67d0e

Observation 66705963-2a43-4743-b0d8-fd4be6dbb41b · outbound

This paper cites Architecture as a Backbone for Safe De- vOps in Automotive Systems, in: 2022 IEEE 25th International Con- ference on Intelligent Transportation Systems (ITSC), IEEE.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Architecture as a Backbone for Safe De- vOps in Automotive Systems, in: 2022 IEEE 25th International Con- ference on Intelligent Transportation Systems (ITSC), IEEE

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:05.065451Z

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.

source=pdf_text observed=2026-08-06T22:26:50.371006Z digest=sha256:af5b6e49ebd8fec5c073d5a803d918b963e195603192ef2267a7e1c1bb916ba2

Observation 365271ea-6428-40e1-99f6-673b58c887ed · outbound

This paper cites Data-Centric Communica- tion and Containerization for Future Automotive Software Architec- tures, in: 2018 IEEE International Conference on Software Architec- ture (ICSA), IEEE.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Data-Centric Communica- tion and Containerization for Future Automotive Software Architec- tures, in: 2018 IEEE International Conference on Software Architec- ture (ICSA), IEEE

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:04.714222Z

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.

source=pdf_text observed=2026-08-06T22:26:50.462945Z digest=sha256:9072baadeeeabd80dc682e8713063c17ea66c8a0995d6ad3f69a16bdf44d21a0

Observation 39df56d8-38ed-485c-855f-16e499d8bb8d · outbound

This paper cites Report to the boards of directors of cruise LLC Gm cruise holdings LLC and general motors Holdings LLC regarding the October 2 2023 accident in San Francisco.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Report to the boards of directors of cruise LLC Gm cruise holdings LLC and general motors Holdings LLC regarding the October 2 2023 accident in San Francisco

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:04.546416Z

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.

source=pdf_text observed=2026-08-06T22:26:50.597577Z digest=sha256:2886a142ea16f077f62fa54c5c0a4b917d834d18af7e7010311541362ae0e117

Observation 0e566631-17aa-496f-9079-896f9b674c0d · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:27:04.363493Z

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.

source=pdf_text observed=2026-08-06T22:26:50.657830Z digest=sha256:e81e9909d93d160480d2751b4d7eaabeba80ee38f92c890b3ba8ab5e538153f4

Observation 12824776-0cd1-4a73-9d9a-7a23db5a21de · outbound

This paper cites Causa- lops—towards an industrial lifecycle for causal probabilistic graphical models.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Causa- lops—towards an industrial lifecycle for causal probabilistic graphical models

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:04.115646Z

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.

source=pdf_text observed=2026-08-06T22:26:50.721741Z digest=sha256:d3d0b8f62ae4cdc296f0d6d4486fd762e3ace6c171cc481470f9c47ab3570e27

Observation b8d30a86-0668-43c8-87fe-86d97d0644e3 · outbound

This paper cites Mars Auto Safety Report.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Mars Auto Safety Report

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:03.903760Z

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.

source=pdf_text observed=2026-08-06T22:26:50.773073Z digest=sha256:772011b8b33923edbe028ccd43f697cf84100fdb4e3afe1e550cb3190c3454bc

Observation 10a0fa24-83cb-4597-b074-ed7f393c9cfe · outbound

This paper cites Introducing DRIVE PILOT: An Au- tomated Driving System for the Highway.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Introducing DRIVE PILOT: An Au- tomated Driving System for the Highway

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:03.679437Z

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.

source=pdf_text observed=2026-08-06T22:26:50.803877Z digest=sha256:f0a68a2b403b83a5b57ddb4fe42e275bfe3c8d6ba0df5805ae735ae43b7c4160

Observation 13bf9627-e236-4c81-9abb-04b87bb6f512 · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 68

Resolution
verified exact
raw_fallback, observed 2026-08-06T22:26:55.892344Z

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.

source=pdf_text observed=2026-08-06T22:26:50.838112Z digest=sha256:baf92261a523ed6be8600b89d526f40b284176d2cf0122909c4af5c1831a2169

Observation 0ba59705-584e-47ab-a84c-4c82996bffc2 · outbound

This paper cites Continuous Verification of Automotive Software.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Continuous Verification of Automotive Software

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:03.453006Z

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.

source=pdf_text observed=2026-08-06T22:26:50.857663Z digest=sha256:d3d156f290e5176ab97f15816a50efd6b0b21d1e69d653ba4453d57469f96b8a

Observation ff9f9ed3-6b36-491b-a3bd-9b481983e9da · outbound

This paper cites DevOps and Safety? SafeOps! To- wards Ensuring Safety in Feature-Driven Development with Frequent Releases, in: Trapp, M., Schoitsch, E., Guiochet, J., Bitsch, F.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation DevOps and Safety? SafeOps! To- wards Ensuring Safety in Feature-Driven Development with Frequent Releases, in: Trapp, M., Schoitsch, E., Guiochet, J., Bitsch, F

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:03.296096Z

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.

source=pdf_text observed=2026-08-06T22:26:50.886883Z digest=sha256:ee9ed7aa57f6afcd9612b612de270ce575b95b3747ac733975d171915ae7e8bb

Observation 5aa7be37-418e-4214-a5fc-2d28e2590185 · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 71

Resolution
verified exact
raw_fallback, observed 2026-08-06T22:26:55.744590Z

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.

source=pdf_text observed=2026-08-06T22:26:50.923909Z digest=sha256:c15af29dafd4165d63ef75469b7f554859e8ca38ece08811769e3ae69c536ff3

Observation 0e676dd1-167b-435e-96c5-3f365bfc5141 · outbound

This paper cites Agile safety case for vehi- cle trial operations.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Agile safety case for vehi- cle trial operations

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:03.152774Z

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.

source=pdf_text observed=2026-08-06T22:26:50.949049Z digest=sha256:c870262edf6b73b6a72cc685fa35f02988d2011e1e4eb0abced3ca0f6433756c

Observation 62233571-7523-4335-9f6c-cbeb03988107 · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-06T22:26:50.979408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:26:50.979408Z digest=sha256:ea5577cff3dfacb5939c0a7b1adac63f54a196bbcaf20d82719a4ee060252a7c

Observation 98f342ec-80d0-41f2-b384-4a562d5ff743 · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:27:02.961232Z

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.

source=pdf_text observed=2026-08-06T22:26:51.010871Z digest=sha256:a0bf55075d4f8b1c2edab6ed0a058190bf5841bb971df804ddd40570a64b646b

Observation 71426966-3cab-4472-a5f1-ac6a562f78e6 · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-06T22:26:51.055108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:26:51.055108Z digest=sha256:98c1f17c6e44386325679f2374f0252c22f7d312353a3367190aab674e6bfb2c

Observation 20d839e0-1e84-46f9-9b24-9b62bbc06419 · outbound

This paper cites Engineering Safety Requirements for Autonomous Driving with Large Language Models.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Engineering Safety Requirements for Autonomous Driving with Large Language Models

Reference 76

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:26:55.366299Z

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.

source=pdf_text observed=2026-08-06T22:26:51.115101Z digest=sha256:cd3ea255d1155322c4c9cdd81862abc7599c274e9245721bb1264a02d7b5e48a

Observation 12eace5a-42a6-4ec8-81e3-b68e42a05ccd · outbound

This paper cites NVIDIA Self-Driving Safety Report.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation NVIDIA Self-Driving Safety Report

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:02.766443Z

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.

source=pdf_text observed=2026-08-06T22:26:51.145727Z digest=sha256:a589eaa0c992baa0f8464d4fa745946f2e99f60c90cb91b16584847bfcd6a61a

Observation 3de03c94-624f-4baa-b0ad-066245814d50 · outbound

This paper cites Artificial Intelligence for Safety-Critical Systems in Indus- trial and Transportation Domains: A Survey.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Artificial Intelligence for Safety-Critical Systems in Indus- trial and Transportation Domains: A Survey

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-06T22:26:51.174809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:26:51.174809Z digest=sha256:f668b6cda032a17ebdc84ef465b3dfba15497e45dc43c3a0bd8ebc13d07c80bf

Observation b310f6d4-43fe-4829-83b3-f942bf43e147 · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:27:02.585066Z

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.

source=pdf_text observed=2026-08-06T22:26:51.206784Z digest=sha256:c79dba1bf1bf53777c6380fefccbd9593c46d71424b6e41ba4f3c88fd1cbc0f0

Observation c7682634-6220-456c-a793-5a8cff4cd2eb · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 80

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T22:26:55.190485Z

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.

source=pdf_text observed=2026-08-06T22:26:51.271170Z digest=sha256:09ed4cd4a2c1f9534e7d0aefe63d1a8e3ac79071df10458dfafe13cfd40a542f

Observation c4494fe0-ef28-4895-9b1e-5e405d5df58c · outbound

This paper cites Security as cul- ture: a systematic literature review of devsecops, in: Proceedings of the IEEE/ACM 42nd international conference on software engineering workshops, pp.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Security as cul- ture: a systematic literature review of devsecops, in: Proceedings of the IEEE/ACM 42nd international conference on software engineering workshops, pp

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:02.011397Z

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.

source=pdf_text observed=2026-08-06T22:26:51.311475Z digest=sha256:c3fca74c90700636d9abffca00811cef1c6cce3762cc61bf776faeb98cf66ebf

Observation 2ca3db12-e0f0-4353-974b-903aa0de2eac · outbound

This paper cites Con- tinuous Compliance in the Automotive Industry.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Con- tinuous Compliance in the Automotive Industry

Reference 82

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T22:26:54.994639Z

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.

source=pdf_text observed=2026-08-06T22:26:51.351609Z digest=sha256:c33c1224bdd20aeec90406c4e7d37edd539dd46aab83e360563ab4ae13e644d7

Observation 2af40149-fcc9-4758-8a0d-b22085e2a617 · outbound

This paper cites Towards Continuous Safety Assurance for Autonomous Systems, in: 2022 6th International Conference on System Reliability and Safety (ICSRS), pp.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Towards Continuous Safety Assurance for Autonomous Systems, in: 2022 6th International Conference on System Reliability and Safety (ICSRS), pp

Reference 83

Resolution
verified exact
raw_fallback, observed 2026-08-06T22:26:54.575490Z

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.

source=pdf_text observed=2026-08-06T22:26:51.386959Z digest=sha256:bc1a4dfcca15a1895e92e4310d50cc396eee15c8238a1ef2f7dc0a499eb8d2f6

Observation bc49ff81-d505-42f2-97b7-a2092e6dd90b · outbound

This paper cites ADS Standardization Landscape: Making Sense of its Status and of the Associated Research Questions.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation ADS Standardization Landscape: Making Sense of its Status and of the Associated Research Questions

Reference 84

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:26:54.363694Z

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.

source=pdf_text observed=2026-08-06T22:26:51.414895Z digest=sha256:4baebb4a2c113fcc7af90aa53746797d4b0efa362d9cc60ef87f35215ac12d23

Observation 3d4d6599-6a18-4d57-9412-bd83517b9051 · outbound

This paper cites Synthetic data generation for the continuous development and testing of autonomous construction machinery.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Synthetic data generation for the continuous development and testing of autonomous construction machinery

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:01.723501Z

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.

source=pdf_text observed=2026-08-06T22:26:51.450553Z digest=sha256:443f231098c3bb28502a062e1b17a38329671cb66746ec89819c9626aa8e0619

Observation 0afce9fc-014a-4503-9d5f-cc62399c1915 · outbound

This paper cites an unresolved cited work.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:27:01.512115Z

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.

source=pdf_text observed=2026-08-06T22:26:51.487550Z digest=sha256:1a666f1c5ed6d8ceeb588f4d4b3d8736ab74ed9bdda9e05b2c3d43bd4af0bf0b

Observation 950bf689-dbe1-40de-bf40-ab78839bd334 · outbound

This paper cites Hid- den Technical Debt in Machine Learning Systems.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Hid- den Technical Debt in Machine Learning Systems

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:01.298776Z

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.

source=pdf_text observed=2026-08-06T22:26:51.564052Z digest=sha256:7aeb5641e072f6e25da6daac0ada7ee7479590a3d7892fb305b968f1399f8a21

Observation c36aadf2-8470-448c-b88f-390c0ecb316b · outbound

This paper cites SafetyOps.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation SafetyOps

Reference 88

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:26:54.205269Z

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.

source=pdf_text observed=2026-08-06T22:26:51.592701Z digest=sha256:6fc457380c5aac42985862207cecc0efe62fce63c91be314f6d7479d196bfebc

Observation 99829c5e-6c5d-422a-83a3-9a3298d037cf · outbound

This paper cites Design and automatic generation of safety cases of ml-enabled autonomous driving systems.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Design and automatic generation of safety cases of ml-enabled autonomous driving systems

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:01.111699Z

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.

source=pdf_text observed=2026-08-06T22:26:51.634495Z digest=sha256:5596bd2b30d00e27dc4904f3611c09651b871de95d4427735c4d1c1189e8499e

Observation 82dce6d1-0026-4190-93d5-28af277c2728 · outbound

This paper cites Prompting GPT–4 to support automatic safety case generation.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Prompting GPT–4 to support automatic safety case generation

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:00.800272Z

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.

source=pdf_text observed=2026-08-06T22:26:51.681702Z digest=sha256:a5b918fb8dcf76e719c3d04ed7b2f20f2e4a0b906319a7cc0d7c97de6f5589b0

Observation b4f1c504-149a-4244-835d-406f85882198 · outbound

This paper cites Waymo Public Road Safety Performance Data.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Waymo Public Road Safety Performance Data

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-06T22:26:51.524378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:26:51.524378Z digest=sha256:70e388fa7b9859bab9b927e8f816754032940fcf620899a8215c6e1547d7c423

Observation 71864929-3c7b-4c12-bef1-8d3e1c3724e4 · outbound

This paper cites Trustworthiness assurance assessment for high-risk ai-based systems.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Trustworthiness assurance assessment for high-risk ai-based systems

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:00.051953Z

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.

source=pdf_text observed=2026-08-06T22:26:51.810502Z digest=sha256:113c85667eca23013bf7ee952c9a9a6b39596b0b3034182d6a0797b0f6da798a

Observation a9947dd0-32a9-4cc3-85a8-eaeb7878a56f · outbound

This paper cites Application of Model- Based Systems Engineering Methods in Virtual Homologation Pro- 48 cedures for Automated Driving Functions.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Application of Model- Based Systems Engineering Methods in Virtual Homologation Pro- 48 cedures for Automated Driving Functions

Reference 93

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T22:26:59.725401Z

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.

source=pdf_text observed=2026-08-06T22:26:51.865275Z digest=sha256:cbdd9842237f08319de1840a10ef1a3021f2304899ac9216fd09adff02b30368

Observation e77a6b5c-eb9b-4863-b2df-3f83569a6ecf · outbound

This paper cites Toward a hybrid causal framework for autonomous vehicle safety analysis.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Toward a hybrid causal framework for autonomous vehicle safety analysis

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:26:59.491506Z

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.

source=pdf_text observed=2026-08-06T22:26:51.939364Z digest=sha256:2fe1bf99708d61325d7d5a57537c648adeae4f20940e441c22de1c511ce1385e

Observation d8cc34f2-2771-4a4e-b252-ec3e970132b5 · outbound

This paper cites Migration of Model-based Software Components to Service-oriented Architectures.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Migration of Model-based Software Components to Service-oriented Architectures

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:26:59.134472Z

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.

source=pdf_text observed=2026-08-06T22:26:52.027678Z digest=sha256:36f2002fd54a7d24e9e23b06aeae8a4aba0696fc1fb97f65c1d6e727e18e24c9

Observation bb3f013f-94ca-4f85-93eb-866b1de052d5 · outbound

This paper cites ISTQB ® Certified Tester Foundation Level.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation ISTQB ® Certified Tester Foundation Level

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:27:00.442907Z

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.

source=pdf_text observed=2026-08-06T22:26:51.747522Z digest=sha256:cd1118638ac4f40c638210a2e2f1b321f1472659b191e0a1cf0861fd867420c2

Observation ca40fcba-e37a-4951-83ee-86dba44061f2 · outbound

This paper cites TUSIMPLE SAFETY REPORT.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation TUSIMPLE SAFETY REPORT

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:26:58.826948Z

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.

source=pdf_text observed=2026-08-06T22:26:52.133430Z digest=sha256:d80a6e566c79cf422835c7d105a4681dea8f96d9f809cbf9483b81503accfb31

Observation 4144f0a8-8429-4f3b-8333-ae4559b0563f · outbound

This paper cites UN Regulation No.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation UN Regulation No

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:26:58.664399Z

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.

source=pdf_text observed=2026-08-06T22:26:52.221768Z digest=sha256:da08c3a7bcfad5b06f74854c138d1836e5ce0afe326a01243b26f86bca1d50f7

Observation 5e104ad1-357f-4bf4-996c-5f53afd16469 · outbound

This paper cites Department of Transportation NHTSA, 2017.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Department of Transportation NHTSA, 2017

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:26:58.495648Z

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.

source=pdf_text observed=2026-08-06T22:26:52.337715Z digest=sha256:5041c3845ae1a2268106a43f5dc8ae6bc0b0432241b7756d15ec4d874be27435

Observation 65a76378-bede-43f1-a1e2-1d1415a7491d · outbound

This paper cites Volkswagen’s Safety Self-Assessment for Automated Mobility Services.

The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation Volkswagen’s Safety Self-Assessment for Automated Mobility Services

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:26:58.353404Z

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.

source=pdf_text observed=2026-08-06T22:26:52.409412Z digest=sha256:19f793af765fd3fdf31528f8879a8e85cc5e2053b01ab3b59fbbd4492faab5b8

Pith citing papers

Observation 7aafeb7e-8c91-4d09-a591-2e83f747be7c · inbound

Approaching Safety-Argumentation-by-Design: A Requirement-based Safety Argumentation Life Cycle for Automated Vehicles cites this paper.

Approaching Safety-Argumentation-by-Design: A Requirement-based Safety Argumentation Life Cycle for Automated Vehicles The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-17T23:25:28.496490Z

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.

source=pdf_text observed=2026-05-17T23:24:54.641226Z digest=sha256:7a0c093c1609a8d7afbfcd1898f82f5660dd80cee68b83f7d746d00523cf1765

Observation 0013203a-5b64-4313-8a57-4c6aac3cd115 · inbound

From Concept to Capability: Evaluating 3D Gaussian Splatting for Synthetic Scene Editing in Autonomous Driving cites this paper.

From Concept to Capability: Evaluating 3D Gaussian Splatting for Synthetic Scene Editing in Autonomous Driving The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-09T05:50:26.296117Z

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.

source=pdf_text observed=2026-05-08T19:32:28.627766Z digest=sha256:a46f90ef76b373e52fc6d09e1cd461827917c00505843e32b5064f4d00b1e5ff