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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 11 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 2026-08-11T06:34:44.6726+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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source=pdf_text observed=2026-08-06T22:26:20.528177Z digest=sha256:0ea6e3c7118445e6f7e776da72e015e55e9eedb3d044e6ead374c64ab6bc3b33

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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source=pdf_text observed=2026-08-06T22:26:21.087162Z digest=sha256:efb8f74f97aa9d6a198a69cc08f135d2bdd8962950334f89f80d89e98f74a13b

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=sha256:1b7278f07a16dba0a2618aefaee3a3521ca79a406a372f99fb6275f285694421

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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source=pdf_text observed=2026-08-06T22:26:22.614621Z digest=sha256:ea2afd13b409978502af001a4c9499db3639e17e2493f12eabcfd5eced2d092a

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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source=pdf_text observed=2026-08-06T22:26:23.227866Z digest=sha256:52740e332843054f20520bed0b04ab15e26b1b1e3b293c2f8ea257f08e9f976d

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:af7f94c658821ddf1f3ef6c6a43f9dd0ae7707810a03ec812428cd27cb465b99

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=sha256:60ba2784eb766f0a1ea8a832b466bebfb9ff94a1a315d323a3b18d57e828f6f6

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=sha256:9ace61d2868ffb277b2278eb762d72b58cba1ca7be4d9213a2477c6327ac26eb

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:b439b60d655eed681aae9576352618b980cde6c79bfaf9608365014cb82b7fe6

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:e5901e1bec4d21fb4a1a66f50cc81ce7a6da5c2acf701b98b85e97c7e884c1a1

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:c399c2ffe5ef68b49a73ea95b1c64f21a8176423e5b146abe040e8b804a6a445

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=sha256:1fe626458b7f8e369f8de970a44a3520a43612bfe9ccabe236e03f08ea7e67b2

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=sha256:6bc94e80899d02967352614a3b30201557f08ee47cb6a7f97dab72f9beb5df5b

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:26:49.476129Z digest=sha256:11b9d436380a31ccfa9a2f3103021f4c2bd3fe7e3c996ef32469316b11ff7bbd

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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no resolver link, observed 2026-08-06T22:26:49.499160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:26:49.499160Z digest=sha256:6e4b4f9721bf97c73023411d78bd0ae8db43aff8fac9d28ddacfb9e3133b3b4e

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=sha256:5dce9277b2e02014b4eee6738571b0b67f6dfcc5e99c46576c6fc3c00683285f

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=sha256:0ce764264b9a4f6cdefc9fb1f5ea3b6755ed27a67f497f773c33504846744e75

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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no resolver link, observed 2026-08-06T22:26:49.535945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:26:49.535945Z digest=sha256:85f594ff6970e26cd2446f9737db7bd75dc2dc71d58b945fcfc7496da3a39671

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:49.592136Z digest=sha256:b23fc0a8373ec312fc0dabf3ea1397d9c939f7f107dc6d11a78e62b1c261c773

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

Resolution
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:49.648976Z digest=sha256:ba0468e13b342bc3f8983ce876747e0a074ce2b377e23b2aa727cfedebd56d31

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

Resolution
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:49.737126Z digest=sha256:ed809ae3c4ae18115d714a9ea31589a511fdb68a999e492866b001a74dde7a22

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

Resolution
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:49.813076Z digest=sha256:1b630fd9ca9c01ede8aa20c47c88f9fc83ce777e88aa7dbfc2f4754000fa2916

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:49.851405Z digest=sha256:7e9bf3e35df469264cb8893e1c3bbc2e631be43e6eaa5488e3ac674c353ebc25

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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verified fuzzy
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:49.889271Z digest=sha256:a349393c9429a6231bf6b1c6c05fb5de161b9735fc9b4207bbbf6b535b28a769

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:49.921009Z digest=sha256:5a8f5769f6704634f6a33a7fcc4199956ed723426c75233f4adb2fa46c2c714a

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

Resolution
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:49.961036Z digest=sha256:10e1cdca0082a1988f470b7a7135a5ee64dfb6a819515e17602ce1cfe98f4af6

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.001131Z digest=sha256:f65d1dc339a884558dabb336012a03ef004b83032ddc1a401e0bd24969c85610

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.018692Z digest=sha256:3b457da242433c030f44c1df5985e1d64af6b1ac0eda639869c33bdf38dd2630

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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verified fuzzy
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.071423Z digest=sha256:729969cc3863616ce4f2b05a889668d0ebbae64b8f2873e949135b74f4bfa141

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.122319Z digest=sha256:6d092b42f25ca534dc3ddc8cf861b4cbdfe68fc5e483b1cba4d2675b6dbfe58a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.194074Z digest=sha256:7ab305274ee1b7375bf8a787a34cc571fc3b26bcbd68dce3a6f7576a319d7e2a

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=sha256:8f32e2362709f63a002d2a591f99fc363260d872f3a522f1671f9e02c213ed13

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

Resolution
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:ea79ce1c853d16a0b4ab6129757616e5bab1929b94d6d665b1eea5fb50a868e4

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.298370Z digest=sha256:1e975079d24ce5fef4b283c9deb2d110e535f0bcf0e2af3b9310f76ef8d09388

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.349257Z digest=sha256:7976c37c125aef0024e348ec47f09a69ea9ca62d30d509ceb28bdc2d09b7df3c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.371006Z digest=sha256:22e4c587f7e65a833a1206d4ecf181cb222151be15984b7d84de2aa3c9c86403

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.462945Z digest=sha256:53269e7d87448e6926282248e6abd99b4dec9d8a0f2a42ff471cb9db7d4b45ef

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.597577Z digest=sha256:d11eba32f98d6123488229068e67bf9822a55a415716c2daef148d50be71a5af

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.657830Z digest=sha256:75d0294ae0279b5715c090c708a06c0258a044044c4a9729f50b189f55e1a30f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.721741Z digest=sha256:73dc37c93df8b059bcea2953837f79b0ff6f0b199ad3b54ca889eceef2319f9f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.773073Z digest=sha256:2707a081759b564eb1bb751a31c6d28bb05bef56e064b453b40dcecfbe36fc81

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.803877Z digest=sha256:fa2c7224e6b80bc57a2c99f101ed663b87b86351c8e2f445207f3c41abf78156

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.838112Z digest=sha256:3f27480baa603c1e8048661ff709febfc75f95ceadf74b9ff9ac10fff8980910

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.857663Z digest=sha256:1c1736991d7a1027a87833335c9ff1b0fad4e2a097e3bd6d5f730f95b2167ede

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.886883Z digest=sha256:172fb4a2486f608bbf0e605f495bc5e420e29173de6ef1deccdd4596b0b3a205

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.923909Z digest=sha256:5dff760944c05550065fe415cc7ecef922e8e7f717a33d416f65f4a3587e8fd6

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:50.949049Z digest=sha256:6e2b04916824b98145063fc7dbda96e31a619dfb69869b6d278e57d2875b4c5a

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:d1cb4e1d5cebf26cd983c384c613752fa7f0961cdac3a07ea9c18c458541b207

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.010871Z digest=sha256:a45fd68e34cf75b2f6096fde2c719eab1a2fa86128ab49ef39f6189ee375bea3

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=sha256:3255c151bc3e539f4fb1b315769f008b96229f63edb62dfcbd5292e3c9b76cc3

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.115101Z digest=sha256:2d7a5f014f899dabca215a3612ee74ff803a481b80d6352998b6e63d8ae32576

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.145727Z digest=sha256:0a9837265516a194e2e39244afc5cd265b659177686544ecde65d09cc3c0ff49

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:abd09a0dc78e0236dd80ca2bc8a57aaed085717d55cdeac4d2537e909feb73ce

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.206784Z digest=sha256:76b514f99750dd4b0881f2f0947c6bf13e0e7b94d0c52d7b301d12182252f16f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.271170Z digest=sha256:2efc12a8255595d0e61bb8a5a5d9f309e4796bdfbc5003123b1d8721d65b0daa

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.311475Z digest=sha256:7238ff27c7b5ea866ff51fb42b121220e5107115a255977e9b473ca415d6416e

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.351609Z digest=sha256:e80249d21dac19b9f83a5ac9239601fe91ceb734574c5231f6d4ce2bd4872609

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.386959Z digest=sha256:f64662b6ad9cb0c2362ce534408298639aa8cce03045a8fdccbd4704d611a606

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.414895Z digest=sha256:341ef99c0b5a88a3ab9b3b25ab9b6002e8502e95c545fff90d9fd055d875522a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.450553Z digest=sha256:f68c6c781cc8d48e26476069840764f5f5bb7d85a4754d3ea378314b948c21a8

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.487550Z digest=sha256:8df5434280038cf17ea4ef3994f3a617795950af556d331e3c37d267f59b0044

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.564052Z digest=sha256:e4200b5675b776ff474084ae7c6e9dadba2c75de21651373181bec5ce893510d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.592701Z digest=sha256:09ae1d275440d06641038aaa951f23a57e65b29f2e807cce6d7b845a3b21a651

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.634495Z digest=sha256:0065301d58529dbbfdd3edae57143398daabf5da940702e176d98f682fffda22

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.681702Z digest=sha256:5f3e157d223bb1a2db9c3ab9b1fcfa9e8ca7610439f45e616be569e35b4a5adb

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=sha256:6ecf5be72fe236d99810498d9086d54a8644926b8d4ad9076891dc421cfb5546

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.810502Z digest=sha256:610099a9f80ff9db1e67e984f57529b517ed6568e6ee4b01fbbca4e7ab202a07

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.865275Z digest=sha256:442163cbbd80fc5478b1ea20108dfc7f778008dcbfa313609ae5ee0c7a8e8a77

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.939364Z digest=sha256:1ea826ac75e0c28e2cd94511c1f5057b83930990def4575e0a8a9527cb11988e

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:52.027678Z digest=sha256:5aede999fa47ec381c3a02afdfb83ec1b5f28bd799f73e1be36780afe80989cf

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:51.747522Z digest=sha256:6e9d4ac7b6603db0ab15e598f4622ac893877754725860b20f10f99bdb5e6fb1

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:52.133430Z digest=sha256:a8dc64ba2c8f851aaa7e91f194ad619495594a903053ef6ea0197c0cca2e370f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:52.221768Z digest=sha256:ce25e419f47d3febef66e6a11a495e8d622dffdd059016a88000e0f2ed3dbc8a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:52.337715Z digest=sha256:334afa86a0a73c2cfb808d974b0907584e0c130e2dfcb83c3537e18c5ec96780

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T22:26:52.409412Z digest=sha256:f6e838ca7eae50dc022d8a0b4fc8c4693127af013319d9c9d8c5d79c8c00ba5d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-17T23:24:54.641226Z digest=sha256:b27421533c956f168d90ed5b71a5857fa50e37905efc92273c3e76d42d88e9b9

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-08T19:32:28.627766Z digest=sha256:4e6ecfd9b0f4fadb0b921c3906bd8788355d94537dc1d6da6518f1f5a1abb2ee