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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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verified fuzzy
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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raw_fallback, observed 2026-08-10T20:05:57.945100Z

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=2026-08-10T20:05:55.784235Z digest=sha256:f67d2fd16370e2a3e772ffafee68c70761ce488f642f079a93c9e57a301f82d7

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.

source=pdf_text observed=2026-08-10T20:05:55.789770Z digest=sha256:b849a9bf8b2ed5c6178432dc7cfe381a3ab2762dd385001149bb889e4466f411

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=sha256:11eb1dfca75e303c34d513d2bc1f88c79d35d0081269924d992eee244c41820b

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=sha256:9fe60f29a1b3dcc1c51cc5502a90e5521ee1d9d3014927f5b63c5fec0391b79c

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=sha256:96454bfcf241ccf471ac042026c1b92321a040465d3f6a1c1f55808d129a8272

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=sha256:19c7d9e7026d66c32897dc973bc7e456ed1ce7cd1f1e524aa7eed092f5fd4c1f

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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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=sha256:64b5ef43ca4ab4f9da4a45548881747c2a61e1ff5c223b2351fdd0e1d78f14c0

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:e950ddb274aa9d0d11349de4b74b9fde9d000a2ea67dd0e61010f42ded6b438c

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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raw_fallback, observed 2026-08-10T20:05:57.799701Z

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=sha256:31bd82f5514b83cb0ed8547337d4d29979746fa686ea0f4c28c955d60eb9f12a

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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raw_fallback, observed 2026-08-10T20:05:57.781433Z

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=2026-08-10T20:05:55.847669Z digest=sha256:8ff928a22e9d3924490c155012e068e0c18360083864e74c847a747cbc3af1d0

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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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=2026-08-10T20:05:55.857652Z digest=sha256:30af6a42c6f38c9ed7e7415d5ba8aa0c508af61efab1bedcb4cf51589584e1d3

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
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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=2026-08-10T20:05:55.863592Z digest=sha256:1f92f354ed5c3cfc12e926b9812df5ee2f4bf2e076c4d905544e1d8aa243df21

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:f3e00e1880d0f69a463d8837cb819b3261be56bce995dceccf89d01b2afa8e6e

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:e6cbb41d476e5cebe59df866e89fe410ec923a05babd183b54486c1797a8e5b9

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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verified fuzzy
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=sha256:72e642cefc821c3ae369d3ba69deebf67405a08fbb54a7340cc5f163b9870ded

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=sha256:9d4491323a081449204e43f3e26d20535d978f65f15ca496a171447e23608c5a

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.

source=pdf_text observed=2026-08-10T20:05:55.893226Z digest=sha256:3c4e0fa58e5bf54f3443f717b619dcf92f28e9183376a40a62e6df5214fb37bf

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:f80c01a4c5a38439fecfa3b2bcd2a2d7a088a5f21fed985ffef3cf65065609df

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
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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=sha256:856dfba2965010ca097d4056645da80a91964c80ce93549ba8766859a3aec517

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=sha256:8d06f26eec4c7df986d4de35640402fb7e5b9890b8e6ca5226b982c27c3ace4f

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=sha256:6b4a3f9c796018bbc6390fb1d181bd98a0aa1ddaf5b4c8c5bb1ff440b55d0e85

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=sha256:225ebdea20545cb6c8b0debe5e377ecdd660e794510c4e90a837efc9188ba863

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:b4ed526cc252a9d530be3cd0798fc9b606868217f51758ebcd6c0417bb1baf15

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=sha256:22e9e4cb8d753cadbc04b0a5061b71eb597d0d1fabe831a5b644093815f27adf

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

Resolution
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:ddb7fa887a76957c01177e045fcdcd0ea81c1f8857141efa00a8c2eeabea1db2

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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verified fuzzy
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.

source=pdf_text observed=2026-08-10T20:05:55.939325Z digest=sha256:caf46daedf0a1b00ba91e1f77a57aaf8fdc04d2b8fd628a667e9afb98e382ebe

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=sha256:0b13f477c1be6c8f7ddac6beda957b2446f4dd9b0f36e3da3a04491ca18e4b0e

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:f6615985a15d15f1640b4f7b8b08d02dd7feb853b2966cefc7873efeb99f8cea

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=sha256:23ee70150b17710b00fe61db2b2472a2875c40591799a60eb1994ff9a52c4d16

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

Resolution
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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:a905bbeb7af62b531553f5e383a50ab4e25f68e15607de201eed8a141a30afec

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:ad4348725f7962e46c2dbbacd3454c3690a5a6dc744de237364215007703c1ad

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=sha256:929cd682d0e000c49c14ad7fbc8b38d45c56b9e64b36bc910829b56af5c096be

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

Resolution
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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=sha256:3d9b5fbb8440fa7487f181e64408c2e064641fb22356fc79515c34ffc2ffc57d

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
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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:e2ff79cfad86143b969e2afe6eba2f07a79dc7cdb8e7c1887177ca5d2c125a58

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

Resolution
verified fuzzy
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=sha256:0b27f0d210b066efe5a6361862a2862ec58e06106ed1157788f0d1b4da642d92

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

Resolution
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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=sha256:499236e38d97acbd773c88b7a6144a974d8500bbf2557744a6647ac082e89b21

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
verified fuzzy
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=sha256:2b35371506093bcceaae4b1924cd17c65deed3d24a7303a6a414be3145c03019

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

Resolution
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=sha256:8b39f97ad8d3327414f58a1fc7aa74b5e88028a7de398d3c00b9dc7b41ead7a5

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

Resolution
verified fuzzy
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=sha256:69aae92e1d3219bce45e9fe07aebff8df939e7ccf781ff32e6855027c71d93f5

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:c1275c4563cb66a8629bf46e7194e0720c6faf5f4bb091ff7a3f1df0dd43fca5

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:faa1ffe9cbc28398580659fae773f73c97d71f21354b1c30d77f368bd4be5a6e

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=sha256:33ecf67e8c5e54cd753753eb23f853a24b94417baca211732081b90f7f125976

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:b29bf4b5621d3647e70315b02e5f14ddc8a570f7a0b8ffb15ba91028e5eb37ad

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=sha256:11466448ec68ca3d09c83013f6bd602dc84a014389290c7fa49317cb79fbbaf2

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:dd78e194f37dc16c2b86d0b62f1a76fafbeb53b57c015bbb61a226db0a37d900

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=sha256:3e10a99e9f01fc0105285aba839a3d2f3ab2387ca7ad7a5bdc9a53a726b6e96a

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=sha256:406491fdf147b8938e38bd4279a83d63786e361b539f54b7cd902fa87ef8bff2

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=sha256:13ff2258af8a4402968e36f3c3c364c2623048fc2033d92db31381d498b5cccb

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:b0146d2989b46742a8b67dc851b05014aaf9a0bc02c329763121848b965191d2

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:e7730195c1e9f06fa5ad97d6a4021a5d12f942fd65b170416d78ae55f5d4dca2

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=sha256:16c86e17f7fcea3135291811329775848aa34b6dd6e16baea851c031b5fcbdc5

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=sha256:35058b1bb98a526ecb07dbb0b6f9604d293a57ae07a5c98ea77237d22f2eaf5d

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=sha256:8e24654878396eebdc532206cc165d59039dc440281134f7da123f887cdbfbba

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
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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=sha256:7983cc3ce7185e9e302d0dcf895ccabe41e451e2dc49426d1bf138e1b2ffe898

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:ba7a7755e0dd3652db13c0b5f396048846f7a6a6b91ffa86ceb385af10d0f50e

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=sha256:47b0831f3ce2648a37799b07ee49fd0e575f398de69116385fc27255f41b3dea

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

Resolution
verified fuzzy
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:ecbd0d3b04fce4527f761dcba98ee65100ed5d00f3cf81cc2cd509b68f0ecf5b

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:f588ab6f5f73e076d84227ff9f2b8525a61d1cc942be4f5a5089405aec6b107b

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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verified fuzzy
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:c8cf8ffd79a0de88258167eedd88aed9945b1b3872e189e34b9b3c7ea79449b3

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
verified fuzzy
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=sha256:05afff0bfb3d5445a5dc9db910b589b81d873219a6845224a106d7173abe6836

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
verified fuzzy
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:d201652dcb3fb458f015a57ef606acdcb0cbdf5d7fb62fdb5dc461be28e69868

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:caa510b3f8090820dc1b8e68acccb0d8e9cf7fbf2c7e1e4df8b56fc9fc8bc032

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=sha256:060a6e71ef17f4fc61fc7cf7a1df4751b6dd528e9e3c7888e1f615806b4af21c

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=sha256:21d0f837c92c7f696e6d32a3d45bc5cbe6add514b25567ad2938b8bc032aa2a1

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=sha256:37d86c0092c881c47a03d746317060f224e46635d84f185a32579d6a2787213b

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

Resolution
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=sha256:2fd0bb297abb330e553675a3d22be3da616b264edaf01ba8567a7fca89359cf1

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=sha256:1b472fe5768117fe1f5fff9dad3edf41e207514528e1d968f2e63c038315e1e2

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:ca59eb416f5e5b5d0e3e2ceac3885977edf10ca4680caf9c4bf4b037aac24b95

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=sha256:36c8b886a8e5d06dc74dcf76d13b93c31615cb7c06d4850801d7279f9c0d9181

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
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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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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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