56. Cathy O'Neil, Algorithm Auditor, Author of WMathD

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

Player FM - Internet Radio Done Right

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הוסף לפני five שנים

תוכן מסופק על ידי Risk Insights, Yusuf Moolla, Conor McGarrity, Risk Insights, Yusuf Moolla, and Conor McGarrity. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Risk Insights, Yusuf Moolla, Conor McGarrity, Risk Insights, Yusuf Moolla, and Conor McGarrity או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

Curated Questions: Conversations Celebrating the Power of Questions!

1
Kevin Kelly 50:30

לפני 8 ימים50:30

הפעל מאוחר יותר

רשימות

לייק

אהבתי

50:30

Episode Notes [00:00] The Importance of Questioning [01:21] Introduction to Curated Questions [02:20] Meet Kevin Kelly [03:56] Kevin Kelly's Mentor: Stewart Brand [05:33] The Role of Questions in Intellectual Traditions [06:47] Disequilibrium and Growth [10:21] Embodied Questions and Exploration [11:11] Balancing Exploration and Exploitation [11:50] The Inefficiency of Questioning [15:53] The Abundance Mindset [18:39] The Inevitable and Quality Questions [19:26] Hill Climbing vs. Hill Making [22:28] The Challenge of Innovation [24:13] The Beauty of Engineering and Innovation [24:34] Navigating the Frontier of New Technologies [25:33] The Role of AI in Question Formulation [26:43] Challenges in Advancing AI Capabilities [29:11] The Long Now Foundation and the 10,000 Year Clock [29:56] Transmitting Values Over Time [31:03] Ethics in AI and Self-Driving Cars [33:26] The Art of Questioning [34:04] Photography: Capturing vs. Creating [36:12] The Inefficiency of Exploration [38:36] Daily Practice and Long-Term Success [40:17] The Importance of Quantity for Quality [43:22] Final Thoughts and Encouragement on Questioning [46:24] Summary Takeaways Resources Mentioned Wired Magazine Whole Earth Review WELL Hackers Conference What Technology Wants by Kevin Kelly The Inevitable by Kevin Kelly Cool Tools Project Long Now Foundation Stewart Brand Socratic Method Koan René Descartes Conde Nast Vouge Olivetti Typewriter Trolley Problem Terry Gross Lex Friedman Tim Ferriss KK.org Kevin2Kelly on Instagram Recomendo Newsletter Excellent Advice for Living Beauty Pill Producer Ben Ford Questions Asked When did you first understand the power of questions? Can I do that? Can that be something that you can learn? How did questions function differently between Eastern versus Western intellectual traditions? What role do you think embodied questions those we explore through doing rather than thinking play in developing wisdom? What's on the other side of the hill? What happens if you go to the end? What's the origin of this? How should one think about the exploratory in one's life? Is there anything that you would add to your list of 15 statements that define what makes a quality question? Is there a qualitative difference between the questions humans are asking and the questions our AI systems are beginning to formulate? What do you think would help them get there? Any idea on a forcing function on how we get them [LLMs] to ask the better questions so that they might improve in that direction? What were some novel questions that broke your brain at the time in thinking about this 10,000-year clock or beyond? What's it good for? What would you use it for? What else could you do over the long term for 10,000 years? How do you transmit values over time? How do you evolve values that need to change, and how do you make a difference? How do even know what you don't want to change? What do you want to continue? What's the most essential aspects of our civilization that we don't want to go away? What are the rules? What is the system? How do you pass things along in time and not change the ones you don't wanna change, and make sure you change the ones that are more adaptable so they can adapt? What do you think about questioning itself as an art form? How has being a photographer influenced the way you question reality, visually compared to verbally? Are you a photographer that takes photos or makes photos? What will happen? What will happen next? What are your right now questions that you are wrestling with or working with in your life? Can someone else do what I'm trying to do here? Am I more me in doing my art or more me in doing the writing? Do you have any other thoughts or encouragement about questions that we haven't explored? What makes a good question? How do you ask a good question? What questions do you dwell on to be in purposeful imbalance? What is your practice in embracing the inefficient nature of questions to achieve breakthroughs? What are the new hills you can build and frontiers you can explore? How can you use your curiosity and humanity to pursue questions that trend toward the fringes?…

לפני שנתיים 44:06

MP3•בית הפרקים

Our guest is Cathy O'Neil, author of Weapons of Math Destruction: how big data increases inequality and threatens democracy.
Cathy joined us to discuss critical aspects for auditors to consider, including:

The human element: why understanding 'for whom an algorithm might fail' is more important than the detailed technical design of an algorithm.
Algorithm testing: the importance of post-deployment testing to ensure there are no unintended adverse outcomes.
Setting standards: the need for industry-wide standards so that regulators can ensure there is no bias or discrimination in how algorithms operate.
Laggers and leaders: the four big industries/domains using algorithms that need to step up audit in their space and how law-makers and regulators are catching up.
Emerging AI, e.g. language models/chatbots - why trust by users is key, and the pros and cons of using these models.

Links

Cathy's company, ORCAA
Weapons of Math Destruction (book)

About this podcast
The podcast for performance auditors and internal auditors that use (or want to use) data.
Hosted by Conor McGarrity and Yusuf Moolla.
Produced by Risk Insights (riskinsights.com.au).

59 פרקים

#MBA #Business #Internal Audit #Performance Audit #Data In Audit #Data Governance In Audit #Auditviz #Visualization In Audit #Machine Learning In Audit #Full Population Analytics For Audit #Government #Risk Insights

56. Cathy O'Neil, Algorithm Auditor, Author of WMathD

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

12 subscribers

published לפני שנתיים

שתפו

MP3•בית הפרקים

The human element: why understanding 'for whom an algorithm might fail' is more important than the detailed technical design of an algorithm.
Algorithm testing: the importance of post-deployment testing to ensure there are no unintended adverse outcomes.
Setting standards: the need for industry-wide standards so that regulators can ensure there is no bias or discrimination in how algorithms operate.
Laggers and leaders: the four big industries/domains using algorithms that need to step up audit in their space and how law-makers and regulators are catching up.
Emerging AI, e.g. language models/chatbots - why trust by users is key, and the pros and cons of using these models.

Links

Cathy's company, ORCAA
Weapons of Math Destruction (book)

59 פרקים

All episodes

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
58. The final episode 44:11

לפני 37 weeks44:11

44:11

This is the final episode of this podcast. It includes: an explanation - why the podcast is coming to a close. snippets from a selection of prior episodes a brief introduction to Algorithm Integrity Matters - the new Risk Insights podcast. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
57. Michael Drechnowicz, Head of Internal Audit, TK Elevator 35:06

לפני 1 year35:06

35:06

Embracing Internal Audit Evolution: A Conversation with Michael Drechnowicz , Head of Internal Audit at TK Elevator In this episode, Michael shares his insights on the evolution of IA in his role as Head of Internal Audit with a major player in the global elevator and escalator industry. His work demonstrates a shift from traditional finance-focus towards extensive business process coverage, ranging from sales to purchasing and fraud investigations. We discuss the increasing importance of diversity in global audit teams and how technology, particularly Artificial Intelligence (AI) and data analytics, are transforming internal audit processes. The conversation further touches on AI's importance in identifying and managing risks, improving process efficiency, and augmenting the learning experiences of junior auditors. Looking ahead, Michael sees a promising and dynamic future for internal auditors amidst rapid digital transformation. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
56. Cathy O'Neil, Algorithm Auditor, Author of WMathD 44:06

לפני 2 years44:06

44:06

Our guest is Cathy O'Neil, author of Weapons of Math Destruction: how big data increases inequality and threatens democracy. Cathy joined us to discuss critical aspects for auditors to consider, including: The human element: why understanding 'for whom an algorithm might fail' is more important than the detailed technical design of an algorithm. Algorithm testing: the importance of post-deployment testing to ensure there are no unintended adverse outcomes. Setting standards: the need for industry-wide standards so that regulators can ensure there is no bias or discrimination in how algorithms operate. Laggers and leaders: the four big industries/domains using algorithms that need to step up audit in their space and how law-makers and regulators are catching up. Emerging AI, e.g. language models/chatbots - why trust by users is key, and the pros and cons of using these models. Links Cathy's company, ORCAA Weapons of Math Destruction (book) About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
55. Data Science and KNIME with Maarit Widmann 20:36

לפני 3 years20:36

20:36

Maarit Widmann is a data scientist at KNIME (www.knime.com) In this episode, we discuss: What KNIME is Why the visual programming paradigm (workflows, rather than code) is appealing to both technical and non-technical professionals The most challenging aspects of the data science lifecycle, and what auditors should be aware of The most important aspects of the data science lifecycle About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
54. Analysis 19:17

לפני 3 years19:17

19:17

In this episode we discuss the use of the word "analysis" in the context of using data for audits. This is an attempt to define the "analysis phase" - or stop using it as the name of a phase - so that we can better structure our work. This is explored in more depth in our book, here: https://riskinsights.com.au/the-data-confident-internal-auditor About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
53. The Data-Confident Internal Auditor 23:49

לפני 3 years23:49

23:49

This episode is a pre-recorded interview with Benji Block for the Author Hour podcast. We discuss our new book, The Data-Confident Internal Auditor. For internal auditors, developing trends in data analysis and data science can feel less like a wealth of information and more like an avalanche. Still, better use of data provides an opportunity to advance your career by adopting new invaluable skills. The missing link: jargon-free guidance that cuts through the hype. The Data-Confident Internal Auditor demystifies the use of data in internal audits through practical step-by-step guidance. With concepts and tools that are easy to understand and apply, this comprehensive guide shows you how to approach data yourself without having to wait on a data scientist or a technical expert. Developed over the course of hundreds of actual audits, these real-world approaches and practices are distilled into a simple sequence of steps that will leave you feeling confident and even eager to apply them for yourself. Links: The Data-Confident Internal Auditor on Amazon (https://geni.us/DataConfidentInternal) The Data-Confident Internal Auditor site - with bonus resources (http://data-confident.com/) The original episode on Author Hour (https://authorhour.co/the-data-confident-internal-auditor-yusuf-moolla-conor-mcgarrity/) About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
52. Simplicity 16:28

לפני 3 years16:28

16:28

In this episode we discuss why and how audit quality is improved when we keep things simple. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
51. Performance Audit Mini-Series #4: Conduct/Fieldwork 13:34

לפני 4 years13:34

13:34

This is the fourth in a series of episodes that focus on performance auditing. In this episode, we discuss five suggestions to help improve the conduct (fieldwork / execution) phase. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
50. Performance Audit Mini-Series #3 Planning with data 17:58

לפני 4 years17:58

17:58

This is the third in a series of episodes that focus on performance auditing. In this episode, we discuss the benefits of adopting a data focused approach during audit planning. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
49. Performance Audit Mini-Series #2 Work Program Balance 15:55

לפני 4 years15:55

15:55

This is the second of a series of episodes that focus on performance auditing. In this episode, we discuss the importance of balance in your work program - covering each of the four objectives: Effectiveness Efficiency Economy Compliance About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
48. Performance Audit Mini-Series #1 Forward Work Planning 17:59

לפני 4 years17:59

17:59

This is the first of a series of episodes that focus on performance auditing. In this episode, we discuss strategic audit planning (a.k.a. forward work planning). For internal auditors, this is similar to annual (or equivalent) audit planning. Understanding your community / public expectations Understanding your elected body / parliamentarians Understanding the entities within your audit office's jurisdiction About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
47. Three practical ways to fast-track the data cleansing process 9:41

לפני 4 years9:41

9:41

In this episode we discuss three simple ways to improve the data cleansing process - easier, faster and higher quality. Find the optimal data source (e.g., don't use a poorly structured dataset) Cleanse iteratively - you may not need all of the fields/columns Import iteratively - start with a subset of the data and build on that as needed About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
46. Combining data to create risk indicators for audits and risk monitoring/exploration 14:52

לפני 4 years14:52

14:52

In this episode we discuss the use of risk/performance indicators. These can be used by audit teams, risk teams and integrity agencies. For audit teams, they are useful throughout the audit lifecycle - planning / risk assessment, fieldwork / conduct and reporting. We explore why they are useful, what to do and briefly how to get started. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
45. How ANAO uses data in performance audits - with Xiaoyan Lu and Christine Chalmers 19:34

לפני 4 years19:34

19:34

Christine (performance audit) and Xiaoyan (data analytics) are Directors with ANAO, the Australian National Audit Office. In this episode we discuss: What The Australian National Audit Office (www.anao.gov.au) does The five ways ANAO uses data in its performance audits How performance audit teams work with the central data team Challenges with data preparation The benefits of a strong focus on data quality About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
44. ESG and Sustainable Investing with Tiina Landau 28:36

לפני 4 years28:36

28:36

Tiina Landau is an internationally recognized sustainability expert and Certified European Financial Analyst (CEFA). She currently works as Sustainability Manager at Neste Corporation, embedding sustainability considerations into new business models and supply chains. She has extensive experience as a speaker in media and seminars and also writes a column in the Finnish financial newspaper Kauppalehti. In this episode, we discuss Tiina's book: Sustainable Investing - Beating the Market with ESG . We also explore how internal auditors can help their organizations navigate ESG risks and opportunities. Links: Tiina's book: Sustainable Investing - Beating the Market with ESG (www.palgrave.com/gp/book/9783030714888) Tiina on LinkedIn (www.linkedin.com/in/tiinalandau/) About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
43. Microsoft 365 Compliance with Erica Toelle 24:59

לפני 4 years24:59

24:59

Erica Toelle is a senior product marketing manager on the Microsoft compliance product team, with focus on information governance and records management. Erica is a long-time member of the SharePoint and Microsoft 365 community, a former Microsoft MVP, a published author, and a recognized expert in the information governance area. In this episode, we discuss Erica's book - Microsoft 365 Compliance: A Practical Guide to Managing Risk . Links: Erica's book - Microsoft 365 Compliance: A Practical Guide to Managing Risk (https://www.apress.com/us/book/9781484257777) Erica on LinkedIn (https://www.linkedin.com/in/ericatoelle/) About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
42. Michael DeCero, a Data Professional at TDS with an Internal Audit background 25:58

לפני 4 years25:58

25:58

Michael DeCero is an Internal Audit Analytics Manager at TDS, a telecommunications company. In this episode, Michael explains how he helps his audit team use data. Links: Towards Data Science (www.linkedin.com/company/towards-data-science) Michael on LinkedIn (www.linkedin.com/in/michael-decero-39b95b44/) About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
41. Steve Rummel, Senior IA Analytics Manager at CVS Health 34:35

לפני 4 years34:35

34:35

Steve Rummel is a Senior Internal Audit Analytics Manager at CVS Health. In this episode, Steve explains how he helps his audit team use data. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
40. A CIO/CRO perspective on risk, security and internal audit with Ari Levien 25:54

לפני 4 years25:54

25:54

Ari Levien is an experienced Chief Information Officer who has also played the role of Chief Risk Officer. In this episode we discuss how a CIO (with an understanding of risk) thinks about security and risk. We also discuss his views of Internal Audit and what good looks like for IA. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
39. Four Quality Assurance Steps - Data in Audit 10:35

לפני 4 years10:35

10:35

In using data for audits, quality assurance of our work is important. In this episode, we discuss: 1. The four main QA steps Technical QA Functional QA Business QA (validation) Audit QA 2. Why we need a QA Plan This is explored in more depth in our book, here: https://riskinsights.com.au/the-data-confident-internal-auditor About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
38. Why We Should Spend Time Preparing Our Data and Checking Quality 13:00

לפני 4 years13:00

13:00

In this episode, we discuss FIVE major benefits of investing our time in preparing our data and checking its quality. These include, in reverse order of importance: 1. Exploration during data prep to understand the data 2. Ensure the data is in the right format for analysis 3. Save time by avoiding incorrect conclusions 4. Confidence in the analysis and result 5. Identify important data related improvement opportunities This is explored in more depth in our book, here: https://riskinsights.com.au/the-data-confident-internal-auditor About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
37. Using data in performance audit with Gemma Diamond and Morag Campsie (Audit Scotland) 36:05

לפני 4 years36:05

36:05

Morag (Senior Manager) and Gemma (Director) are Performance Auditors with Audit Scotland. In this episode we discuss how they are using data in their audits, their experience in developing Audit Scotland's data capabilities, collaboration with other audit offices and what the future roadmap looks like. We also discuss their focus on ensuring their reports meet their audience’s needs, and how data visualisations and charts are being used to communicate key messages. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
36. Why the audit objective should drive our use of data 20:21

לפני 4 years20:21

20:21

In this episode, we discuss why it is important to focus on our audit objective when using data analysis in our audit. We explore: Why a focus on the objective helps us measure success Why we should avoid rules based analysis How a focus on the objective helps us stay true to our audit mandate Cost benefit analysis when we find things that are not related to the audit Why a focus on the objective helps us in reporting on data quality or missing data This is explored in more depth in our book, here: https://riskinsights.com.au/the-data-confident-internal-auditor About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
35. Stephen McAteer, Performance Audit Data Scientist at VAGO 33:07

לפני 4 years33:07

33:07

Stephen leads the data science team within Performance Audit at VAGO, the Victorian Auditor General's Office. We discuss: What VAGO does Stephen's approach to helping auditors use data Why it's important for all performance auditors to have data skills How VAGO has used open data to improve transparency You can reach out to Stephen via LinkedIn (www.linkedin.com/in/smcateer). Links VAGO Audit Report – Measuring and reporting on service delivery with interactive dashboard for exploring Victorian department performance (www.audit.vic.gov.au/report/measuring-and-reporting-service-delivery) VAGO Audit Report – Accessibility of Tram Services with interactive map on the accessibility of Melbourne’s tram network (www.audit.vic.gov.au/report/accessibility-tram-services) VAGO Audit Report – Council Libraries which uses Data Envelopment Analysis (DEA) to evaluate efficiency (www.audit.vic.gov.au/report/council-libraries) About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
34. Taka Ariga, GAO's Chief Data Scientist & Innovation Lab Director 35:58

לפני 4 years35:58

35:58

Taka is the inaugural Chief Data Scientist at the US Government Accountability Office . He also leads the GAO's Innovation Lab. We discuss: What the GAO does How data science is helping GAO Innovation and experimentation at GAO Machine learning assurance You can reach out to Taka via the GAO website . About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
33. Ten common areas to focus on when using data for audits 14:59

לפני 4 years14:59

14:59

In this episode, we discuss 10 of the more common areas of focus in using data for audits. Get over the fear of using data Focus on the objective and develop the hypotheses Check for previous work, to avoid duplication Source the data – internal and open Prepare the data and check quality Perform the analysis, prove/disprove the hypotheses Conduct QA and business validation Report and visualize Share for potential reuse (audit team, management, other agencies) Lessons learnt: governance, quality of data, timing, process, etc. This is explored in more depth in our book, here: https://riskinsights.com.au/the-data-confident-internal-auditor About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
32. Data visualization with Alli Torban 35:25

לפני 4 years35:25

35:25

Note: This is a guest interview. Alli is an information design consultant and host of the Data Viz Today podcast. We talk about a range of data visualization matters, including 3 key mistakes that people make when starting out in dataviz (and solutions to those). You can reach out to Alli via her website (www.allitorban.com). Links Financial Times Visual Vocabulary (github.com/ft-interactive/chart-doctor/tree/master/visual-vocabulary) Stephanie Evergreen's What, So What, Now What (stephanieevergreen.com/what-so-what-now-what) Template for all those charts done in excel (policyviz.com/product/visual-vocabulary-in-excel) Alli's brainstorming worksheet for developing visual metaphors Alli's brainstorming template for focusing the story in your data viz Alli's Tessellated Unit Chart for Viz for Social Good Viz for Social Good (www.vizforsocialgood.com) Reuter's "Drowning in Plastic" About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
31. Wrapping 2020 Up - learnings, listener feedback, what's coming in 2021 13:31

לפני 4 years13:31

13:31

In this episode we wrap up, talking about: a few things we've learned this year feedback - what people found valuable feedback - what people want to hear more about some of the tech/software used to produce this podcast About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

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30. John Moore - CTO of Queensland Audit Office 19:32

לפני 4 years19:32

19:32

Note: This is a guest interview. John talks to us about what audit offices (a.k.a. supreme audit institutions) do and the role of the CTO in an audit focused organization. He shares his views on a range of issues including: His positive experience with their (outsourced) internal auditors How he supports an audit focused organization Cyber and data governance frameworks; evolving IT practices that auditors need to keep a close eye on. John is open to connecting with like-minded professionals. You can reach out to him on LinkedIn . Links John Moore on LinkedIn (www.linkedin.com/in/john-moore-01986a7a) Where John works (Queensland Audit Office) (www.qao.qld.gov.au) Where John studied (Loughborough University) (www.lboro.ac.uk) The Essential Eight (strategies to mitigate cyber security incidents) (www.cyber.gov.au/acsc/view-all-content/essential-eight/essential-eight-explained) ISO27001 (www.iso.org/isoiec-27001-information-security.html) Microsoft password policy recommendations (docs.microsoft.com/en-us/microsoft-365/admin/misc/password-policy-recommendations) About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
29. Machine Learning Assurance with Andrew Clark - CTO of Monitaur 28:59

לפני 4 years28:59

28:59

Note: This is a guest interview. Andrew talks to us about machine learning (ML) and what auditors should consider regarding ML assurance. You can reach out to Andrew via the Monitaur website. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
28. David Haylor - specialist Internal Audit search and selection 28:51

לפני 4 years28:51

28:51

Note: This is a guest interview. David talks to us about IAC's latest report, the Talent Barometer and the upcoming Diversity report. He shares his views on a range of issues including: Data skill gaps Leadership skill gaps Why culture is important David is open to connecting with Internal Auditors. You can reach out to him on LinkedIn . Links David Haylor on LinkedIn (www.linkedin.com/in/internalaudit) The IAC Talent Barometer (iac-auditsearch.com/the-iac-talent-barometer) Where David became an army officer (Royal Military Academy at Sandhurst) About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
27. Improve reporting by answering these questions about your audience 14:59

לפני 5 years14:59

14:59

In this episode we discuss how answering a few simple questions about your audience can improve your audit reporting. These help make several report areas better: Scope and title Context Findings / Improvement opps About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
26. Carlos Phoenix on cyber and audit 29:58

לפני 5 years29:58

29:58

Note: This is a guest interview. Carlos talks to us about what auditors should consider regarding cyber security and information security. He shares his views on a range of issues including: Cyber security How cyber security and information security differ What auditors should focus on in planning and conducting cyber audits Carlos is open to connecting with like-minded professionals. You can reach out to him on LinkedIn . Links Carlos Phoenix on LinkedIn (www.linkedin.com/in/carlos-phoenix) O.MG cables (mg.lol/blog/omg-cable) About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
25. An introduction to Yusuf Moolla 11:07

לפני 5 years11:07

11:07

In this episode we learn a bit about Yusuf, one of the co-hosts of the show. He explains what he considers to be the highlights of his career. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
24. Discovery exercises can help de-risk internal audits and performance audits 20:09

לפני 5 years20:09

20:09

In this episode we discuss why discovery exercises are becoming very useful for audits. They help de-risk the conduct of audits, and the three main scenarios we use them for: Audit topic validation and overall audit planning Scoping, depth and deliverable Planning individual audits This is explored in more depth in our book, here: https://riskinsights.com.au/the-data-confident-internal-auditor About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
23. Maximize the benefits of using data within audit 23:25

לפני 5 years23:25

23:25

In this episode we explore Principle 3 - Maximize the Benefits of the use of data within Internal Audit and Performance Audit. Sub-principles 3a: Sharing lessons amongst the team. 3b: Identifying other risks and opportunities. 3c: Continuous improvement. This is explored in more depth in our book, here: https://riskinsights.com.au/the-data-confident-internal-auditor About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
22. Josam Watson - CRO of Tyme and ex-CAE 39:06

לפני 5 years39:06

39:06

Note: This is a guest interview. Josam Watson is the CRO of Tyme, a digital banking group that owns one of the world’s fastest growing digital banks. He was previously Chief Audit Executive of a large credit union. Before that, he spent time in internal audit, risk consulting, external audit and in banking operations. Josam talks to us about what he has learned working in various international markets. He shares his views on a range of issues including: internal audit independence (spoiler: he thinks it is overplayed) how internal audit and risk functions have the same focus exerting influence in a positive way over organisational culture Internal audit creating value – by focusing on both performance and conformance why every auditor should have a data mindset, to find and solve business problems. Josam enjoys networking with risk and assurance professionals. You can reach out to him on LinkedIn . Links Josam Watson on LinkedIn (www.linkedin.com/in/josam-watson-7a35024) Tyme, a digital banking group that owns one of the world's fastest growing digital banks About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
21. Four ways to approach the use of data for internal audits and performance audits 31:19

לפני 5 years31:19

31:19

In this episode we discuss four (4) approaches to using data for internal audits and performance audits: Reporting only Process focused Hypothesis-based Exploratory (a.k.a. data driven or data led) This is explored in more depth in our book, here: https://riskinsights.com.au/the-data-confident-internal-auditor About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
20. Data related terminology that is commonly misused 27:03

לפני 5 years27:03

27:03

In this episode we discuss six (6) sets of words and phrases that are commonly misused. Using data vs analytics Algorithm vs model Data owner vs data "custodian" AI vs machine learning Open source vs open data Big data vs big data About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
19. An introduction to Conor McGarrity 11:49

לפני 5 years11:49

11:49

In this episode we learn a bit about Conor, one of the co-hosts of the show. He explains what inspires him to promote the use of data for integrity and assurance. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
18. Why auditors are moving away from traditional audit software 16:29

לפני 5 years16:29

16:29

In this episode we explain why auditors are looking for alternatives to traditional audit management software and audit analytics software. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
17. What auditors need to know about using and auditing Artificial Intelligence 18:00

לפני 5 years18:00

18:00

In this episode we discuss a few key matters that auditors need to know relating to the use of AI and auditing AI. 3 key objectives: Bias and ethics. Providing sound decision making support. Maximizing the opportunities. 3 key considerations: Model accuracy. The quality of data. Deploying, controlling, security and change. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
16. The power of small data for audits: 5 ways to extract value 16:44

לפני 5 years16:44

16:44

In this episode we explore five ideas for working with small datasets as part of internal audits or performance audits. Extend the timeframe Combine with proprietary data Combine with open data Scenario analysis Natural language processing (free text) About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
15. Using data for audit efficiency outcomes 16:43

לפני 5 years16:43

16:43

In this episode we discuss how using data enables audit efficiency outcomes. That is, if we think outside of the audit bubble and consider the broader organizational context (in the case of internal audit) or broader public sector context (in the case of performance audit), then using data for our audits can help improve efficiency. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

1
14. How auditors need to think about Data Governance 20:39

לפני 5 years20:39

20:39

In this episode we discuss: 3 perspectives that auditors should consider regarding data governance, and 3 considerations for auditors in implementing data governance within their functions/teams. About this podcast The podcast for performance auditors and internal auditors that use (or want to use) data. Hosted by Conor McGarrity and Yusuf Moolla . Produced by Risk Insights (riskinsights.com.au).…

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Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data « » 56. Cathy O'Neil, Algorithm Auditor, Author of WMathD

56. Cathy O'Neil, Algorithm Auditor, Author of WMathD

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Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data « »
56. Cathy O'Neil, Algorithm Auditor, Author of WMathD