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SCHOLARLY PAPERS

14

DOWNLOADS

2,424

TOTAL CITATIONS

14

Scholarly Papers (14)

1.

Designing Meaningful Human Oversight in AI

Number of pages: 16 Posted: 13 Oct 2025
Government of the Commonwealth of Australia - Data61, CSIRO, CSIRO, CSIRO and Government of the Commonwealth of Australia - Data61
Downloads 451 (160,353)

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Artificial Intelligent, AI, Agentic AI, Human Oversight, Human Agency

2.

Evaluating The Architecture Of Large Language Model-Based Agents

Number of pages: 20 Posted: 10 Jan 2025 Last Revised: 26 May 2025
CSIRO, Government of the Commonwealth of Australia - Data61, CSIRO Data61, CSIRO Data61 - Software and Computational Systems, Government of the Commonwealth of Australia - Data61, Government of the Commonwealth of Australia - Data61, Independent and Independent
Downloads 327 (230,418)

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Foundation model, large language model, LLM, agent, architecture, evaluation, responsible AI, AI safety

3.

AgentOps Pattern Catalogue: Architectural Patterns for Safe and Observable Operations of Foundation Model-Based Agents

Number of pages: 20 Posted: 26 Sep 2025 Last Revised: 11 Jan 2026
The University of Adelaide, CSIRO Data61, CSIRO, Government of the Commonwealth of Australia - Data61, The University of Adelaide and Government of the Commonwealth of Australia - Data61
Downloads 306 (247,802)

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Agent, Agentic, AgentOps, Large Language Model, Foundation Model, Pattern, Design Pattern, Observability

4.

Oversight Design for AI-Enabled Decision Making in Government Services

Number of pages: 19 Posted: 24 Oct 2025
Liming Zhu, Qinghua Lu, Sung Une Lee and Ding Ming
Government of the Commonwealth of Australia - Data61, CSIRO, CSIRO and CSIRO
Downloads 291 (262,373)

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Artificial Intelligence AI, Governance, Automated Decision-Making, Human Oversight

Verifiability-First AI Engineering in the Era of AIware: A Conceptual Framework, Design Principles, and Architectural Patterns for Scalable Verification

Number of pages: 33 Posted: 16 Jan 2026
Liming Zhu and Qinghua Lu
Government of the Commonwealth of Australia - Data61 and CSIRO
Downloads 262 (289,441)

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AI, AI Engineering, AIware, Verification, Verifiability, Design Principle, Pattern

Verifiability-First AI Engineering in the Era of AIware: A Conceptual Framework, Design Principles, and Architectural Patterns for Scalable Verification

Number of pages: 26 Posted: 02 Feb 2026
Liming Zhu and Qinghua Lu
Government of the Commonwealth of Australia - Data61 and CSIRO
Downloads 28 (1,385,838)

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AI, AI Engineering, AIware, verification, Verifiability, Design Principle, Pattern

6.

A Systematic Literature Review on Blockchain Governance

Number of pages: 69 Posted: 09 Dec 2021
CSIRO Data61, CSIRO, Government of the Commonwealth of Australia - Data61, University of New South Wales (UNSW) and CSIRO Data61
Downloads 215 (354,560)
Citation 11

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Blockchain, governance, systematic literature review, SLR, distributed ledger technology, DLT

7.

Agentarceval: An Architecture Evaluation Method for Foundation Model Based Agents

Number of pages: 17 Posted: 23 May 2025
CSIRO, Government of the Commonwealth of Australia - Data61, CSIRO Data61, Government of the Commonwealth of Australia - Data61, Government of the Commonwealth of Australia - Data61, Government of the Commonwealth of Australia - Data61, Independent, Independent and University of Hawaii
Downloads 129 (561,789)

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Foundation model, large language model, LLM, Agent, architecture, Evaluation, responsible AI, AI safety

8.

Evaluation-Driven Development and Operations of LLM Agents: A Process Model and Reference Architecture

Number of pages: 23 Posted: 20 Nov 2025
The University of Adelaide, CSIRO, Government of the Commonwealth of Australia - Data61, affiliation not provided to SSRN, Government of the Commonwealth of Australia - Data61 and affiliation not provided to SSRN
Downloads 114 (635,507)
Citation 2

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Agent, Agentic, AgentOps, Large Language Model, Foundation Model, Evaluation, Operation, Process Model, Reference Architecture

9.

Verification-Driven AI Engineering: Workflows and Reference Architecture

Number of pages: 12 Posted: 06 Apr 2026
CSIRO, Government of the Commonwealth of Australia - Data61, CSIRO, CSIRO and Government of the Commonwealth of Australia - CSIRO (Commonwealth Scientific and Industrial Research Organisation)
Downloads 74 (852,604)

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Verification, Verifiability, AI Engineering, Agentic AI, Agent, Software Engineering, Software Architecture

10.

Human-Understandable Explanation for Software Vulnerability Prediction

Number of pages: 56 Posted: 02 Nov 2024
University of Wollongong, Government of the Commonwealth of Australia - Data61, University of Wollongong, University of Wollongong, affiliation not provided to SSRN, CSIRO and affiliation not provided to SSRN
Downloads 67 (899,324)

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11.

Decision Models for Selecting Architectural Patterns for Federated Machine Learning Systems

Number of pages: 13 Posted: 09 Jun 2023
Government of the Commonwealth of Australia - CSIRO Health & Biosecurity, CSIRO, University of New South Wales (UNSW) and Government of the Commonwealth of Australia - Data61
Downloads 53 (1,031,043)
Citation 1

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Software architecture, federated machine learning, patterns, decision models, artificial intelligence (AI)

12.

Ragops: Operating and Managing Retrieval-Augmented Generation Pipelines

Number of pages: 21 Posted: 25 Jun 2025
Government of the Commonwealth of Australia - Data61, affiliation not provided to SSRN, affiliation not provided to SSRN, CSIRO, affiliation not provided to SSRN and Government of the Commonwealth of Australia - Data61
Downloads 37 (1,222,651)

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LLM, LLMOps, RAG, RAGOps

13.

Analysis of Architecture Options for Foundation-model-based Agents: A Taxonomy and Decision Model

Number of pages: 23 Posted: 02 Dec 2025
affiliation not provided to SSRN, CSIRO, affiliation not provided to SSRN, Government of the Commonwealth of Australia - Data61, Government of the Commonwealth of Australia - Data61, affiliation not provided to SSRN and Government of the Commonwealth of Australia - Data61
Downloads 36 (1,236,159)

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Foundation Model, Large Language Model, LLM Agent, Software Architecture, Taxonomy

14.

Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model Based Agents

Number of pages: 27 Posted: 10 Aug 2024
CSIRO Data61, Government of the Commonwealth of Australia - CSIRO Health & Biosecurity, CSIRO, Government of the Commonwealth of Australia - Data61, Government of the Commonwealth of Australia - Data61, Government of the Commonwealth of Australia - Data61, Government of the Commonwealth of Australia - Data61 and Government of the Commonwealth of Australia - Data61
Downloads 34 (1,263,436)

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Agent, foundation model, large language model, pattern, software engineering, responsible AI