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Paper Citation Record · LEDGER

Agile System Development Lifecycle for AI Systems: Decision Architecture

As of 11 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 1 inbound Pith citation observation for arXiv:2501.09434.

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

pith.paper-citation-record.v1
2501.09434 v2

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:05:56.200248Z

measured 73 of 73 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:05:56.125566Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T20:05:56.475976Z

Reference resolution

72 of 72 outbound references displayed

  • verified exact1
  • verified fuzzy63
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ed48afc8-6b29-46f4-a621-d84ac4993ba9 · outbound

This paper cites A brief history of agile methods.

Agile System Development Lifecycle for AI Systems: Decision Architecture A brief history of agile methods

Reference 1

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raw_fallback, observed 2026-08-10T20:05:57.962800Z

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.

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Observation 05b7e294-b7d4-44b3-baac-09b0fd9e9c31 · outbound

This paper cites https://agilemanifesto.org/.

Agile System Development Lifecycle for AI Systems: Decision Architecture https://agilemanifesto.org/

Reference 2

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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.

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Observation 0ea09668-989d-4064-8d30-f054400c4a1d · outbound

This paper cites Highsmith, Adaptive Software Development: A Collaborative Approach to Managing Complex Systems, New York: Dorset House, 2002.

Agile System Development Lifecycle for AI Systems: Decision Architecture Highsmith, Adaptive Software Development: A Collaborative Approach to Managing Complex Systems, New York: Dorset House, 2002

Reference 3

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raw_fallback, observed 2026-08-10T20:05:57.925717Z

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.

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Observation f2f0c75a-5ca3-4a93-adbd-5070b3a1820f · outbound

This paper cites Smart, BDD in Action: Behavior-Driven Development for the Whole Software Lifecycle.

Agile System Development Lifecycle for AI Systems: Decision Architecture Smart, BDD in Action: Behavior-Driven Development for the Whole Software Lifecycle

Reference 4

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raw_fallback, observed 2026-08-10T20:05:57.907535Z

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=2026-08-10T20:05:55.797447Z digest=sha256:9628f5ef9c43d6ea4b3b96fa7a7637c9feb923fad43164d45537b8da0546ced5

Observation 5ddc598c-4822-49e6-be35-feda9491cc1e · outbound

This paper cites Cockburn,.

Agile System Development Lifecycle for AI Systems: Decision Architecture Cockburn,

Reference 5

Resolution
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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=2026-08-10T20:05:55.803479Z digest=sha256:7f35e7db3d10b87a96fe71863de5eff5bd18fde4e49c28d10bd7f559782995c5

Observation d619932b-3517-4268-9a09-265711733393 · outbound

This paper cites Stapleton, DSDM: The Method in Practice.

Agile System Development Lifecycle for AI Systems: Decision Architecture Stapleton, DSDM: The Method in Practice

Reference 6

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raw_fallback, observed 2026-08-10T20:05:57.871461Z

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=2026-08-10T20:05:55.809554Z digest=sha256:77f531e89119d1a95e77a4a48864889f89a1699725566acb0ddb60ead329829a

Observation 261d2e35-f07b-43df-93b1-6d743268698f · outbound

This paper cites Ambler, and M.

Agile System Development Lifecycle for AI Systems: Decision Architecture Ambler, and M

Reference 7

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raw_fallback, observed 2026-08-10T20:05:57.853998Z

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=2026-08-10T20:05:55.817273Z digest=sha256:9e5c5a471b6094cd382779e6a76149fb0040109598c998cb2ee09e20235385a6

Observation 8563c2b2-f1a6-46f4-af65-6ff643ecbc01 · outbound

This paper cites Beck, Extreme Programming Explained: Embrace Change.

Agile System Development Lifecycle for AI Systems: Decision Architecture Beck, Extreme Programming Explained: Embrace Change

Reference 8

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raw_fallback, observed 2026-08-10T20:05:57.834703Z

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=2026-08-10T20:05:55.824282Z digest=sha256:3bc35aacda08ed0bc303ebad2416c73c2718bd9e35e06efd28f3bb69e412ccfe

Observation 8d2b31db-5591-4a19-a3ea-a0367136ba01 · outbound

This paper cites Palmer and J.M.

Agile System Development Lifecycle for AI Systems: Decision Architecture Palmer and J.M

Reference 9

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raw_fallback, observed 2026-08-10T20:05:57.817840Z

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=2026-08-10T20:05:55.830571Z digest=sha256:9a4ea76356f15312a510fa88ec91b37476651c1964b20d9f9d6ceba78efa7c2d

Observation e19a3449-aab2-4e06-a381-004e4f2cb0d2 · outbound

This paper cites Poppendieck and T.

Agile System Development Lifecycle for AI Systems: Decision Architecture Poppendieck and T

Reference 10

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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=2026-08-10T20:05:55.836311Z digest=sha256:0ba2221739c700ef0f8d08bc55e656958f0d44328cf8cec44d6896c10d352ebf

Observation dd8ddabf-1343-48c4-a21a-b5f4b034f066 · outbound

This paper cites Leffingwell, Scaling Software Agility: Best Practices for Large Enterprises.

Agile System Development Lifecycle for AI Systems: Decision Architecture Leffingwell, Scaling Software Agility: Best Practices for Large Enterprises

Reference 12

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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.

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Observation d5f30a3c-aac0-4cf1-ad59-f8eca9989b86 · outbound

This paper cites Newkirk, and A.A.

Agile System Development Lifecycle for AI Systems: Decision Architecture Newkirk, and A.A

Reference 13

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raw_fallback, observed 2026-08-10T20:05:57.762757Z

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.

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Observation 848f4a01-d7cf-4d66-bbf0-89f9694096a5 · outbound

This paper cites an unresolved cited work.

Agile System Development Lifecycle for AI Systems: Decision Architecture Unresolved cited work

Reference 14

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unresolved
raw_fallback, observed 2026-08-10T20:05:57.744252Z

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.

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Observation c255e64d-d825-4638-a653-2a5352cda7d7 · outbound

This paper cites Agile Software Development Methods: Review and Analysis.

Agile System Development Lifecycle for AI Systems: Decision Architecture Agile Software Development Methods: Review and Analysis

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T20:05:55.869344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:05:55.869344Z digest=sha256:c03bfa2486296db930892d5f66dc0f856fea20c21570578b8736e5824d30b454

Observation dd058910-a1a1-4279-b2ff-0bf88215a6e8 · outbound

This paper cites An evaluation of the degree of agility in six agile methods and its applicability for method engineering.

Agile System Development Lifecycle for AI Systems: Decision Architecture An evaluation of the degree of agility in six agile methods and its applicability for method engineering

Reference 16

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verified fuzzy
raw_fallback, observed 2026-08-10T20:05:57.727300Z

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=2026-08-10T20:05:55.875263Z digest=sha256:131cc330f79ff8001117ccd17ed36df78e7517d5703c19c7cf5650343e7318ad

Observation 8698c7dd-4f63-43f2-a32a-21626412a2f1 · outbound

This paper cites A framework to support the evaluation, adoption and improvement of agile methods in practice.

Agile System Development Lifecycle for AI Systems: Decision Architecture A framework to support the evaluation, adoption and improvement of agile methods in practice

Reference 17

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raw_fallback, observed 2026-08-10T20:05:57.708770Z

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=2026-08-10T20:05:55.881154Z digest=sha256:1050c1a7cb0afd08c03d820bc00cde0f84329e69042608f0d6b0fa47ac417087

Observation aa52dcbd-10ec-416e-84e9-ce9a3f48a25e · outbound

This paper cites Empirical studies of geographically distributed agile development communication challenges: A systematic review.

Agile System Development Lifecycle for AI Systems: Decision Architecture Empirical studies of geographically distributed agile development communication challenges: A systematic review

Reference 18

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raw_fallback, observed 2026-08-10T20:05:57.689676Z

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=2026-08-10T20:05:55.886749Z digest=sha256:0dff4ab4c44b62e2514af79d2b611280ecddf2344bf67e5e52cd6b71a549d08f

Observation 6662d3e5-d857-41e6-bd77-d519f74cb402 · outbound

This paper cites DevOps: Concepts, practices, tools, benefits and challenges.

Agile System Development Lifecycle for AI Systems: Decision Architecture DevOps: Concepts, practices, tools, benefits and challenges

Reference 19

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raw_fallback, observed 2026-08-10T20:05:57.665590Z

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.

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Observation d8ea756d-a5a7-4f72-9075-d39652f53bbb · outbound

This paper cites Systematic literature reviews in agile software development: A tertiary study.

Agile System Development Lifecycle for AI Systems: Decision Architecture Systematic literature reviews in agile software development: A tertiary study

Reference 20

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raw_fallback, observed 2026-08-10T20:05:57.644216Z

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=2026-08-10T20:05:55.898647Z digest=sha256:e217d560d27576ca48e73bd689d363e4546dbe2ce862507118cc6b7208d9ac58

Observation 220063e8-0a40-44dc-b2b3-4fa872fa7bfc · outbound

This paper cites Scaling for agility: A reference model for hybrid traditional -agile software development methodologies.

Agile System Development Lifecycle for AI Systems: Decision Architecture Scaling for agility: A reference model for hybrid traditional -agile software development methodologies

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:57.622874Z

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=2026-08-10T20:05:55.903317Z digest=sha256:502133f7399b570f879d4e05ccfd8f32195678ae7c96e17d0bf0d5b7d3d698cc

Observation eb349f25-ce77-4164-96db-49025ec356de · outbound

This paper cites A survey of DevOps concepts and challenges.

Agile System Development Lifecycle for AI Systems: Decision Architecture A survey of DevOps concepts and challenges

Reference 22

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raw_fallback, observed 2026-08-10T20:05:57.594309Z

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=2026-08-10T20:05:55.908064Z digest=sha256:7318df7f1ccd886bd91dfa4afd22de223d16a7f8975d2e3b39d1e4f9ea8fcbf5

Observation 4ded3c55-d777-456f-ac10-363bdb38da65 · outbound

This paper cites Applying Distributed Cognition Theory to Agile Requirements Engineering.

Agile System Development Lifecycle for AI Systems: Decision Architecture Applying Distributed Cognition Theory to Agile Requirements Engineering

Reference 23

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raw_fallback, observed 2026-08-10T20:05:57.573705Z

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=2026-08-10T20:05:55.912590Z digest=sha256:39defb6bb3c0f7c73f38dd1825eb65e595f120448130d2673357929e25b41a28

Observation ea728655-3168-4489-9fec-6069d320ad2a · outbound

This paper cites What’s Missing in Requirements Engineering for Responsible AI?,.

Agile System Development Lifecycle for AI Systems: Decision Architecture What’s Missing in Requirements Engineering for Responsible AI?,

Reference 24

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raw_fallback, observed 2026-08-10T20:05:57.555168Z

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=2026-08-10T20:05:55.917242Z digest=sha256:fd7850725a5005eeaa809bcbcaa57004d5c91ca31a3ce149c4b4ca88c97275f5

Observation e07434c2-98a8-4e76-afc6-cbe77676ac2a · outbound

This paper cites A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence.

Agile System Development Lifecycle for AI Systems: Decision Architecture A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence

Reference 25

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raw_fallback, observed 2026-08-10T20:05:57.536532Z

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=2026-08-10T20:05:55.921915Z digest=sha256:b9e06ee64a9ba690ddf70f883158112c05a00e5701981e05f0bab42271036821

Observation c2dc6b75-fd14-403f-b5ee-382879759d12 · outbound

This paper cites Grobelnik, K.

Agile System Development Lifecycle for AI Systems: Decision Architecture Grobelnik, K

Reference 26

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raw_fallback, observed 2026-08-10T20:05:57.519878Z

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=2026-08-10T20:05:55.928938Z digest=sha256:f19f05297bc5c9322b5c32c51775bdcc86ef2a3a281e4eeb7a765abe97bfa0e6

Observation 552a9d26-eaba-4dbe-8687-b90db91d41f3 · outbound

This paper cites Managing innovation in the era of AI,.

Agile System Development Lifecycle for AI Systems: Decision Architecture Managing innovation in the era of AI,

Reference 27

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unresolved
no resolver link, observed 2026-08-10T20:05:55.934417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:05:55.934417Z digest=sha256:0ca2d86e79ab2cec0e607b3bf40394a70372ad28e3398445ea52c3817aa36493

Observation 4041cbc8-30b8-40e8-ab47-9f332de8b024 · outbound

This paper cites Use Case Catalog and Assessment for AI Applications in Intralogistics of Manufacturing Companies.

Agile System Development Lifecycle for AI Systems: Decision Architecture Use Case Catalog and Assessment for AI Applications in Intralogistics of Manufacturing Companies

Reference 28

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raw_fallback, observed 2026-08-10T20:05:57.501288Z

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.

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Observation d88ab506-4df0-4121-8e74-d7686ef6db4b · outbound

This paper cites Automating Higher Education Through Artificial Intelligence?,.

Agile System Development Lifecycle for AI Systems: Decision Architecture Automating Higher Education Through Artificial Intelligence?,

Reference 29

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raw_fallback, observed 2026-08-10T20:05:57.481546Z

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=2026-08-10T20:05:55.943940Z digest=sha256:8d55bbbd00127bf13a607a9d715a3c574c4005bba8bd189c752586f34f28ae17

Observation 44b3924c-6450-457f-8ad1-cf5f459c247c · outbound

This paper cites Notes from the AI frontier: Insights from hundreds of use cases.

Agile System Development Lifecycle for AI Systems: Decision Architecture Notes from the AI frontier: Insights from hundreds of use cases

Reference 30

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raw_fallback, observed 2026-08-10T20:05:57.461027Z

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=2026-08-10T20:05:55.948601Z digest=sha256:f62bd4789fea5a423e50859c74df4feafa23d381a2a28b31301ddbe0ff84865c

Observation 41cfb9f4-0ab4-4789-af6e-f7800c21d2c6 · outbound

This paper cites Using AI to enhance business operations.

Agile System Development Lifecycle for AI Systems: Decision Architecture Using AI to enhance business operations

Reference 31

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raw_fallback, observed 2026-08-10T20:05:57.441043Z

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=2026-08-10T20:05:55.954529Z digest=sha256:6ef26873cc896ee32e50b58849ef900346bd17ee7ae3864ad57045ec3d5bda1e

Observation 7c150550-205c-4a27-bdff-e4f730fad7b8 · outbound

This paper cites Opportunities, challenges, and benefits of AI innovation in government services: a review.

Agile System Development Lifecycle for AI Systems: Decision Architecture Opportunities, challenges, and benefits of AI innovation in government services: a review

Reference 32

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raw_fallback, observed 2026-08-10T20:05:57.422817Z

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=2026-08-10T20:05:55.964732Z digest=sha256:27b65eee358a257c06ca29be7d294e0d8628be2fc0cf42ef021a5cdad1c9d735

Observation ee40dc27-6189-4d4e-8bf0-7518cf26031d · outbound

This paper cites Failures in the Loop: Human Leadership in AI-Based Decision-Making,.

Agile System Development Lifecycle for AI Systems: Decision Architecture Failures in the Loop: Human Leadership in AI-Based Decision-Making,

Reference 33

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T20:05:56.340724Z

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=2026-08-10T20:05:55.969598Z digest=sha256:9c9fec44185317af2f36df9707acb1ecf41cd2e5c65055bfd307b864a90fab6c

Observation 4723e001-9e02-4ebf-a62c-7b51c7acc863 · outbound

This paper cites Explainable AI for cybersecurity automation, intelligence and trustworthiness in digital twin: Methods, taxonomy, challenges and prospects.

Agile System Development Lifecycle for AI Systems: Decision Architecture Explainable AI for cybersecurity automation, intelligence and trustworthiness in digital twin: Methods, taxonomy, challenges and prospects

Reference 34

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raw_fallback, observed 2026-08-10T20:05:57.403107Z

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=2026-08-10T20:05:55.975113Z digest=sha256:5e957181bcd701bcf34d42fce2102ff5437948693418e54a9aef3ab72d9a5bf0

Observation 3c962e0e-9dd8-4fa5-b016-2eba586c1ea6 · outbound

This paper cites The EU Artificial Intelligence Act.

Agile System Development Lifecycle for AI Systems: Decision Architecture The EU Artificial Intelligence Act

Reference 35

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raw_fallback, observed 2026-08-10T20:05:57.380395Z

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=2026-08-10T20:05:55.980180Z digest=sha256:4f140fa1851bc31123e6342a8040e5abd463b344342b1d3707b495f266bc4457

Observation dbe07683-5e70-42df-a4b2-9219adf8609f · outbound

This paper cites Policy for responsible use of AI in government.

Agile System Development Lifecycle for AI Systems: Decision Architecture Policy for responsible use of AI in government

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:57.362738Z

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=2026-08-10T20:05:55.985363Z digest=sha256:10b37bad610c46c3f7a4aecec485e76add7863af9f49dce98acf41c270c7eede

Observation 19c2f802-4876-4ec5-9ac4-19f4587568d3 · outbound

This paper cites AI Principles overview.

Agile System Development Lifecycle for AI Systems: Decision Architecture AI Principles overview

Reference 37

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raw_fallback, observed 2026-08-10T20:05:57.340071Z

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=2026-08-10T20:05:55.990691Z digest=sha256:0fc9887ad461b5fa818d95faffb573829b131284688b60b9f8f6268a9be9f522

Observation acc5bed1-d087-47e9-acfd-f2a7ba0722cb · outbound

This paper cites AI Standards.

Agile System Development Lifecycle for AI Systems: Decision Architecture AI Standards

Reference 38

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raw_fallback, observed 2026-08-10T20:05:57.321440Z

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=2026-08-10T20:05:55.997577Z digest=sha256:3ccadd13cbd252d17b2914ec22e74bce10a01d890ecf5dc7f85d9dd5450b728b

Observation b9ff777d-2f54-4f28-a7be-e137631f0884 · outbound

This paper cites Saltz, What is the AI Life Cycle?, Data Science Process Alliance, 2024.

Agile System Development Lifecycle for AI Systems: Decision Architecture Saltz, What is the AI Life Cycle?, Data Science Process Alliance, 2024

Reference 39

Resolution
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raw_fallback, observed 2026-08-10T20:05:57.301533Z

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=2026-08-10T20:05:56.002841Z digest=sha256:ceb6a4cb242c2c63d654b1ce4b35a46568fb9de5ae8a78573cbcc728551af914

Observation 33bad377-1cb6-4f3b-927b-61625a2053af · outbound

This paper cites Hegde, All the Ops: DevOps, DataOps, MLOps, and AIOps, IBM,.

Agile System Development Lifecycle for AI Systems: Decision Architecture Hegde, All the Ops: DevOps, DataOps, MLOps, and AIOps, IBM,

Reference 40

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verified fuzzy
raw_fallback, observed 2026-08-10T20:05:57.279742Z

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=2026-08-10T20:05:56.008060Z digest=sha256:5a2df6a7459703319a496c4316964fc5b45a0a2fe03f22ff5fd575ad20f836ec

Observation 4e992e5a-2cda-427f-8156-14716b52cd53 · outbound

This paper cites The Root Causes of Failure for Artificial Intelligence Projects and How They Can Succeed: Avoiding the Anti-Patterns of AI.

Agile System Development Lifecycle for AI Systems: Decision Architecture The Root Causes of Failure for Artificial Intelligence Projects and How They Can Succeed: Avoiding the Anti-Patterns of AI

Reference 41

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raw_fallback, observed 2026-08-10T20:05:57.207799Z

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=2026-08-10T20:05:56.019672Z digest=sha256:3792d5cec84fec923fa6c11ab3cc8a923ad917ccd14f35bc39628914a886185d

Observation 648b17ae-7b3a-4caf-8961-d0122e76f843 · outbound

This paper cites Configuration information system architecture: Insights from applied action design research.

Agile System Development Lifecycle for AI Systems: Decision Architecture Configuration information system architecture: Insights from applied action design research

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:57.171478Z

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=2026-08-10T20:05:56.024737Z digest=sha256:ef6d9b84cc4d41c88c45b42a4460e6db7c02bd32ee7ccb468cf851967130ddba

Observation 20094061-d8f6-4306-86dc-58fe9c3dbdd6 · outbound

This paper cites Adaptive enterprise architecture as information: Architecting intelligent enterprises.

Agile System Development Lifecycle for AI Systems: Decision Architecture Adaptive enterprise architecture as information: Architecting intelligent enterprises

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:57.139221Z

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=2026-08-10T20:05:56.030775Z digest=sha256:14c93dd873a517a43c7da593e82720a1406430f3b48726b488b70da0e09a6fea

Observation e57a9bcb-45dd-42d8-bb06-3650fba9098c · outbound

This paper cites Foundations of Decision Analysis.

Agile System Development Lifecycle for AI Systems: Decision Architecture Foundations of Decision Analysis

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:57.113366Z

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=2026-08-10T20:05:56.037116Z digest=sha256:28aa8cf43e58068ea86f11124419b730f96fa558eb42e5e7c4dd1d73573e4fef

Observation caa2c4ec-5615-4b55-97a0-acea62956ffe · outbound

This paper cites Hastie and R.M.

Agile System Development Lifecycle for AI Systems: Decision Architecture Hastie and R.M

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:57.092271Z

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=2026-08-10T20:05:56.042310Z digest=sha256:b6a54977949731d534bdf041b6db0d3358b4b83c96f35603bf3ce7a3699f9aa5

Observation 5cbcf73c-e07d-451c-8de1-4f1915b847d4 · outbound

This paper cites The evolution of cognitive bias.

Agile System Development Lifecycle for AI Systems: Decision Architecture The evolution of cognitive bias

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:57.069323Z

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=2026-08-10T20:05:56.047703Z digest=sha256:ce3e21bd78e0f2d9601ebda05f6a08832d2faaaa6d1c99b476433d2ac910d60f

Observation f7679d88-cd25-44bc-aeb8-ea9d8e4db4cc · outbound

This paper cites Schwartz and A.

Agile System Development Lifecycle for AI Systems: Decision Architecture Schwartz and A

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:57.047373Z

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=2026-08-10T20:05:56.052978Z digest=sha256:e6d35e97d4f4a6536f93116fe03ca3e60378a80a9ae3c2ede55e26b4a3d2fea9

Observation 02413ad5-eb41-4ee1-899d-16c4e891a910 · outbound

This paper cites Defining architecture.

Agile System Development Lifecycle for AI Systems: Decision Architecture Defining architecture

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:57.021497Z

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=2026-08-10T20:05:56.058041Z digest=sha256:cb7c9a626f101a1600fc47718d1345dfa3e23be8816fe0abbfbf04e40a21bb4e

Observation abcb9e8e-833d-4b1c-b1b4-021afd1c47bb · outbound

This paper cites Digital Government Ecosystem: Adaptive Architecture for Digital and ICT Investment Decision Making.

Agile System Development Lifecycle for AI Systems: Decision Architecture Digital Government Ecosystem: Adaptive Architecture for Digital and ICT Investment Decision Making

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.993027Z

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=2026-08-10T20:05:56.063503Z digest=sha256:d88a3c06f66246e812114531adcb43d7150c1f170827d579d437721d06cd40d2

Observation 49182c1f-83ac-45d4-9fb1-8a4b77bdf508 · outbound

This paper cites A user’s guide to debiasing. In The Wiley Blackwell handbook of judgment and decision making.

Agile System Development Lifecycle for AI Systems: Decision Architecture A user’s guide to debiasing. In The Wiley Blackwell handbook of judgment and decision making

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.968563Z

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=2026-08-10T20:05:56.068783Z digest=sha256:47144f60edabf018d5301e23b39e5b3167c359f98f854d9a6b0d675ffc99120e

Observation 3fd6a348-5ecd-4760-9b61-20032ca09ceb · outbound

This paper cites Claims Automation.

Agile System Development Lifecycle for AI Systems: Decision Architecture Claims Automation

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.942902Z

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=2026-08-10T20:05:56.075418Z digest=sha256:18f27775ce02b338618aea65b74d60cbc390c1774f012f3bce558354b7c30f10

Observation 8d5c9362-18ef-4f94-9f13-6366c5cdc70f · outbound

This paper cites A framework to support non-fragile agile agent-oriented software development,.

Agile System Development Lifecycle for AI Systems: Decision Architecture A framework to support non-fragile agile agent-oriented software development,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.901681Z

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=2026-08-10T20:05:56.080983Z digest=sha256:045869886f2534b2f9af9868ca19367ac514fc7b00a16dc2543bf78c6b6dbc73

Observation aa1d641b-82d7-4e51-898b-06e310bfd153 · outbound

This paper cites Schoemaker, P.

Agile System Development Lifecycle for AI Systems: Decision Architecture Schoemaker, P

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.873178Z

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=2026-08-10T20:05:56.086214Z digest=sha256:6a6de96248408c15edf9910bed4eb3791df38a4d96a84ba8040e8cbdf370ef4b

Observation a7398b8e-83cf-480a-acdc-413284e8d438 · outbound

This paper cites Software engineering for machine learning: A case study.

Agile System Development Lifecycle for AI Systems: Decision Architecture Software engineering for machine learning: A case study

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.854312Z

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=2026-08-10T20:05:56.091836Z digest=sha256:79c0ce428aeec65177da3f1b456af2ca024bbc531746dde3dd697f92a2672e78

Observation 92b0a620-ef14-4607-97b3-ca2f06102990 · outbound

This paper cites AI-Based Decision Support Systems in Industry 4.0, A Review ,.

Agile System Development Lifecycle for AI Systems: Decision Architecture AI-Based Decision Support Systems in Industry 4.0, A Review ,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.836145Z

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=2026-08-10T20:05:56.096789Z digest=sha256:0eedc2979d683b1f6fcd09b7e06876e40cb95bfc04798cf6df423d72c7029aa5

Observation b39102be-781f-4884-8621-67c630f60499 · outbound

This paper cites AI Decision Making: What Is It, Benefits & Examples , 2025.

Agile System Development Lifecycle for AI Systems: Decision Architecture AI Decision Making: What Is It, Benefits & Examples , 2025

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.813067Z

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=2026-08-10T20:05:56.102466Z digest=sha256:bfad8af98d7c87a7364b6b586e79f9c6e74077801b9ba22f8cf1a7f57c57d5e5

Observation 206b9c32-5d94-4ce5-ac38-c55b501a337d · outbound

This paper cites The Role of Generative AI in Software Development Productivity: A Pilot Case Study.

Agile System Development Lifecycle for AI Systems: Decision Architecture The Role of Generative AI in Software Development Productivity: A Pilot Case Study

Reference 57

Resolution
verified exact
local_arxiv, observed 2026-08-10T20:05:56.250925Z

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=2026-08-10T20:05:56.108277Z digest=sha256:6ff60172b3a3835d9c1b0fcf033523e8c7d24eb8162c4a448104cb14de59f013

Observation f60043bb-c520-4dea-b37c-fdbfb2ed51e1 · outbound

This paper cites The influence of Artificial intelligence on productivity in Software development.

Agile System Development Lifecycle for AI Systems: Decision Architecture The influence of Artificial intelligence on productivity in Software development

Reference 58

Resolution
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raw_fallback, observed 2026-08-10T20:05:56.792547Z

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=2026-08-10T20:05:56.114604Z digest=sha256:4b9bf67c83a4e68281475f54b2adad38f363d43dc8891423d3a22b697542c168

Observation a6426e31-a8b8-44b5-ad4a-88d051e31855 · outbound

This paper cites Impact of adopting AI tools by software developers towards productivity and sustainability.

Agile System Development Lifecycle for AI Systems: Decision Architecture Impact of adopting AI tools by software developers towards productivity and sustainability

Reference 59

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raw_fallback, observed 2026-08-10T20:05:56.772298Z

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=2026-08-10T20:05:56.120084Z digest=sha256:057e5f0e7c02f753e4a0db001b7f5f584811526016e8ab113f3375abfd23feec

Observation e3ddc301-1110-4b10-bf38-82d8bfc27854 · outbound

This paper cites Agile System Development Lifecycle for AI Systems: Decision Architecture.

Agile System Development Lifecycle for AI Systems: Decision Architecture Agile System Development Lifecycle for AI Systems: Decision Architecture

Reference 60

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metadata mismatch
local_arxiv, observed 2026-08-10T20:05:56.482934Z

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=2026-08-10T20:05:56.125566Z digest=sha256:f2082140f4e7d6d30fde83e56e17b257468862b410dce57f28e26d6336425fd1

Observation 7af04da9-c77a-49ec-aa0f-55908f2eabc2 · outbound

This paper cites Enhancing software development practices with AI insights in high-tech companies.

Agile System Development Lifecycle for AI Systems: Decision Architecture Enhancing software development practices with AI insights in high-tech companies

Reference 61

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raw_fallback, observed 2026-08-10T20:05:56.750110Z

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=2026-08-10T20:05:56.131357Z digest=sha256:da14e08e3a07f67adee4e7629f82b27240902eeaf6e4aa63de52525700127c7f

Observation d3b49715-10b9-4c0a-8b93-1451e009935a · outbound

This paper cites Future of software development with generative AI.

Agile System Development Lifecycle for AI Systems: Decision Architecture Future of software development with generative AI

Reference 62

Resolution
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raw_fallback, observed 2026-08-10T20:05:56.726894Z

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=2026-08-10T20:05:56.136361Z digest=sha256:5489a62de1f7b31aa6cff09c69f5e602d224d0c7029a871bf651c1a9bad08853

Observation 4b2f8c5f-68cb-4789-9875-5c81678938bd · outbound

This paper cites Wiesinger, P.

Agile System Development Lifecycle for AI Systems: Decision Architecture Wiesinger, P

Reference 63

Resolution
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raw_fallback, observed 2026-08-10T20:05:56.704949Z

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=2026-08-10T20:05:56.141166Z digest=sha256:12de975bc786b1c11977202b107970ad23da9b68d300a968da07334d94da13c5

Observation 8c7892c1-3d9b-4146-afb9-ba89bc9a8cf5 · outbound

This paper cites Available: https://www.omg.org/spec/DMN.

Agile System Development Lifecycle for AI Systems: Decision Architecture Available: https://www.omg.org/spec/DMN

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.684232Z

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=2026-08-10T20:05:56.145742Z digest=sha256:96f7bc3d069aa718c4aad8bef38e2dbe51e680dedfcb720d120dc0105d0ea600

Observation c20b7b58-35c2-4eab-ba9e-c968faabd068 · outbound

This paper cites Re-thinking Traceability: A prototype to record and revisit the evolution of design artefacts.

Agile System Development Lifecycle for AI Systems: Decision Architecture Re-thinking Traceability: A prototype to record and revisit the evolution of design artefacts

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.661329Z

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=2026-08-10T20:05:56.150644Z digest=sha256:ef5da9230b1ea23d79767637440fa9dbb45b941eb076fb96567ccb69a8496d2c

Observation 1ad10db2-fc8e-4d2c-930c-3a8398eded7c · outbound

This paper cites Brownlow Davies, Introducing AI Penetration Testing , Bugcrowd,.

Agile System Development Lifecycle for AI Systems: Decision Architecture Brownlow Davies, Introducing AI Penetration Testing , Bugcrowd,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.633340Z

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=2026-08-10T20:05:56.155294Z digest=sha256:456e64540de2d69ccd427f11bb1a4700af4a03b8b09b230cad1c3f994e25c5b4

Observation fa0d2ff3-aff8-4cf1-aa50-ed7049493d8c · outbound

This paper cites Adaptive enterprise architecture drivenagiledevelopment.

Agile System Development Lifecycle for AI Systems: Decision Architecture Adaptive enterprise architecture drivenagiledevelopment

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.584081Z

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=2026-08-10T20:05:56.178541Z digest=sha256:da5f56ec995a784ecf3955c568818bb77a683ed34d59b2dd7329fee7cf0cec33

Observation 21b4f951-4962-46fe-a7d4-ad906ff16e11 · outbound

This paper cites Trimodal Thinking for Architecting Human-Centric AI Systems: Fast, Slow and Control.

Agile System Development Lifecycle for AI Systems: Decision Architecture Trimodal Thinking for Architecting Human-Centric AI Systems: Fast, Slow and Control

Reference 68

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verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.565039Z

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=2026-08-10T20:05:56.183782Z digest=sha256:e50da0e36d78c7ab9f3ca82dce22566320f0ba2103b5d89f8a42f77590bb6017

Observation f23935f4-f41e-4e84-a5fe-cd9ea11cd697 · outbound

This paper cites Kremb, 5 prompt frameworks to level up your prompts: RTF, RISEN, RODES, Chain of thought and Chain of density , 2023.

Agile System Development Lifecycle for AI Systems: Decision Architecture Kremb, 5 prompt frameworks to level up your prompts: RTF, RISEN, RODES, Chain of thought and Chain of density , 2023

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.547025Z

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=2026-08-10T20:05:56.189435Z digest=sha256:f84679a9dd584efee85d6f42d94c09c128beda10aea7970ac08710ec6b795ce1

Observation e138a90e-6ee6-4852-a2d4-273756b68d9c · outbound

This paper cites Available: https://c4model.com/ Asif Q.

Agile System Development Lifecycle for AI Systems: Decision Architecture Available: https://c4model.com/ Asif Q

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:05:56.523312Z

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=2026-08-10T20:05:56.194750Z digest=sha256:220b4171195c4be277fdea396dd74c35291174a86ef86d45b7b21308b28aba64

Observation 28b6dc78-9cba-4575-8ba4-cd38c38f1fc9 · outbound

This paper cites an unresolved cited work.

Agile System Development Lifecycle for AI Systems: Decision Architecture Unresolved cited work

Reference 73

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unresolved
raw_fallback, observed 2026-08-10T20:05:56.504566Z

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=2026-08-10T20:05:56.200248Z digest=sha256:1b4f1be0c2ec43b5e290130d2ac49d0584b26a554338690a6d5d536126876fee

Observation 85072ce1-6b3a-4949-b5ef-2767c81ac746 · outbound

This paper cites an unresolved cited work.

Agile System Development Lifecycle for AI Systems: Decision Architecture Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:05:57.238071Z

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.

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Observation ebc86bfd-719f-47f3-8765-b05333e9964e · outbound

This paper cites an unresolved cited work.

Agile System Development Lifecycle for AI Systems: Decision Architecture Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:05:56.608853Z

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=2026-08-10T20:05:56.171384Z digest=sha256:dadd26613440ea3347cff0cd1862dbd5bf9cc627fc1dfe86081ff60738e881d0

Pith citing papers

Observation e3ddc301-1110-4b10-bf38-82d8bfc27854 · inbound

Agile System Development Lifecycle for AI Systems: Decision Architecture cites this paper.

Agile System Development Lifecycle for AI Systems: Decision Architecture Agile System Development Lifecycle for AI Systems: Decision Architecture

Reference 60

Resolution
metadata mismatch
local_arxiv, observed 2026-08-10T20:05:56.482934Z

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.

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