أفضل بودكاسات Fairness (2025)

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Episode 100 | Reprogramming Resilience: How Childhood Adversity Shapes Mental Health and Addiction 46:54

12h ago46:54

46:54

Nicole Sherren, a neuroscience expert and Principal Consultant at R2P Solutions, joins The Honourable P. Colleen Suche, Justice of the Court of King’s Bench of Manitoba, for an engaging discussion on the profound impact of childhood adversity on brain development, mental health, and addiction. Drawing on cutting-edge research, Sherren illustrates h…

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Guest 2. Patrick Sullivan: VP of Strategy and Innovation at A-LIGN 32:03

3d ago32:03

32:03

Navigating AI Governance and Compliance Patrick Sullivan is Vice President of Strategy and Innovation at A-LIGN and an expert in cybersecurity and AI compliance with over 25 years of experience. Patrick shares his career journey, discusses his passion for educating executives and directors on effective governance, and explains the critical role of …

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Guest 1. Ryan Carrier: Executive Director of ForHumanity 44:49

4d ago44:49

44:49

Mitigating AI Risks Ryan Carrier is founder and executive director of ForHumanity, a non-profit focused on mitigating the risks associated with AI, autonomous, and algorithmic systems. With 25 years of experience in financial services, Ryan discusses ForHumanity's mission to analyze and mitigate the downside risks of AI to benefit society. The conv…

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Article 20. Algorithm Reviews: Public vs Private Reports 8:26

5d ago8:26

8:26

Spoken (by a human) version of this article. Public AI audit reports aren't universally required; they mainly apply to high-risk applications and/or specific jurisdictions. The push for transparency primarily concerns independent audits, not internal reviews. Prepare by implementing ethical AI practices and conducting regular reviews. Note: High-ri…

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Article 19. Algorithmic System Reviews: Substantive vs. Controls Testing 6:26

5d ago6:26

6:26

Spoken by a human version of this article. Knowing the basics of substantive testing vs. controls testing can help you determine if the review will meet your needs. Substantive testing directly identifies errors or unfairness, while controls testing evaluates governance effectiveness. The results/conclusions are different. Understanding these diffe…

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Episode 99 | Indigenous Legal Principles: Wahkohtowin Lodge's Insights on Addiction, Mental Health and Governance 42:11

8d ago42:11

42:11

In this insightful conversation, host David Lazzam speaks with Gavin Cazon-Wilkes, a Legal Counsel with the Wahkohtowin Law and Governance Lodge. This episode highlights the Lodge’s methodologies for uncovering Indigenous legal principles, its efforts to address addiction and mental health, and its aspirations for advancing Indigenous-led governanc…

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Episode 98 | The TAP Project: Insights from Ecuador’s Exploration of Canada’s Indigenous Justice System 42:15

15d ago42:15

42:15

Discover the impact of the Technical Assistance Program (TAP) through the experience of the Ecuadorian delegation at CIAJ's 2024 Symposium on Indigenous Justice System. Hosted by Christine O'Doherty, the Honourable Milton Enrique Velasquez Diaz, Justice of the National Court of Justice of Ecuador, explores how TAP facilitates exchanges between judi…

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Episode 97 | Breaking Barriers: Exploring Addiction, Mental Health, and the Law 37:34

1M ago37:34

37:34

In this engaging discussion, host David Lazzam welcomes Justice Richard Schneider and mental health advocate Noah Irvine to explore the intersection of addiction, mental health, and the law. Justice Schneider reflects on his extensive experience with mental health courts and the criminal justice system, while Noah shares a powerful perspective as a…

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Negotiating Tomorrow: COP29’s Impact on Intergenerational Fairness 49:36

1M ago49:36

49:36

Get ready for December 16th because our new episode is about THE intergenerational fairness challenge: climate change! COP29 was held in Baku, Azerbaijan just a few weeks ago and one thing is clear: the stakes have never been higher. With global temperatures nearing the 1.5°C threshold, the decisions made—or avoided—at these conferences will shape …

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Article 18. Algorithm Integrity: Training and Awareness 4:07

1M ago4:07

4:07

Spoken by a human version of this article. Ongoing education helps everyone understand their role in responsibly developing and using algorithmic systems. Regulators and standard-setting bodies emphasise the need for AI literacy across all organisational levels. Links ForHumanity - join the growing community here. ForHumanity - free courses here. I…

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Article 17. Algorithm Integrity: Audit vs Review 9:10

2M ago9:10

9:10

Spoken by a human version of this article. The terminology – “audit” vs “review” - is important, but clarity about deliverables is more important when commissioning algorithm integrity assessments. Audits are formal, with an opinion or conclusion that can often be shared externally. Reviews come in various forms and typically produce recommendation…

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Article 16. Algorithmic System Accuracy Reviews – Choosing the Right Approach 8:07

2M ago8:07

8:07

Spoken (by a human) version of this article. Outcome-focused accuracy reviews directly verify results, offering more robust assurance than process-focused methods. This approach can catch translation errors, unintended consequences, and edge cases that process reviews might miss. While more time-consuming and complex, outcome-focused reviews provid…

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Article 15. Algorithm Integrity Documentation - Getting Started 5:19

2M ago5:19

5:19

Spoken (by a human) version of this article. Documentation makes it easier to consistently maintain algorithm integrity. This is well known. But there are lots of types of documents to prepare, and often the first hurdle is just thinking about where to start. So this simple guide is meant to help do exactly that – get going. About this podcast A po…

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Article 14. External data - use with care 6:59

2M ago6:59

6:59

Spoken (by a human) version of this article. Banks and insurers are increasingly using external data; using them beyond their intended purpose can be risky (e.g. discriminatory). Emerging regulations and regulatory guidance emphasise the need for active oversight by boards, senior management to ensure responsible use of external data. Keeping the c…

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Episode 96 | Child-Centred Family Law: A Call for Collaboration 38:47

3M ago38:47

38:47

In this episode, David Lazzam hosts a compelling discussion with Vincent Ramsay, a retired family law attorney, and Nicholas Bala, a professor specializing in family and children’s law. Together, they delve into the history of Canada’s adversarial family law system and its profound impacts on families and children. Their engaging dialogue highlight…

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Article 13. Bridging the purpose-risk gap: Customer-first algorithmic risk assessments 7:18

3M ago7:18

7:18

Spoken (by a human) version of this article. Banks and insurers sometimes lose sight of their customer-centric purpose when assessing AI/algorithm risks, focusing instead on regular business risks and regulatory concerns. Regulators are noticing this disconnect. This article aims to outline why the disconnect happens and how we can fix it. Report m…

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Das große Finale - Die congstar Fairnessheld*innen 9:39

3M ago9:39

9:39

FAIRsprochen - Der congstar Podcast zum Thema Fairness Endlich ist es soweit! Nach sieben Monaten, fast 50 Nominierten und über 100.000 Votings steht das große Finale an. Acht Menschen, Vereine und Organisationen konnten sich gegen ihre Kontrahentinnen durchsetzen und kämpfen jetzt im Finale um den Titel “Fairnessheldin des Jahres 2024”. In dieser …

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Article 12. Risk-Focused Principles for Change Control in Algorithmic Systems 12:00

3M ago12:00

12:00

Spoken (by a human) version of this article. With algorithmic systems, an change can trigger a cascade of unintended consequences, potentially compromising fairness, accountability, and public trust. So, managing changes is important. But if you use the wrong framework, your change control process may tick the boxes, but be both ineffective and ine…

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Épisode 95 | La pédagogie alternative au service de l'éducation juridique 33:03

3M ago33:03

33:03

Dans cet épisode, Qurat-ul Ain, étudiante, invite le professeur Alexandre Lillo, enseignant en droit à l'UQAM, à explorer un sujet novateur : le lien entre la pédagogie alternative et l'accès à la justice. Ensemble, ils plongent au cœur des méthodes d'apprentissage non traditionnelles, comme l'apprentissage par le jeu, et leur impact sur la formati…

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Article 11. Deprovisioning User Access to Maintain Algorithm Integrity 9:27

3M ago9:27

9:27

Spoken (by a human) version of this article. The integrity of algorithmic systems goes beyond accuracy and fairness. In Episode 4, we outlined 10 key aspects of algorithm integrity. Number 5 in that list (not in order of importance) is Security: the algorithmic system needs to be protected from unauthorised access, manipulation and exploitation. In…

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Article 10. Fairness reviews: identifying essential attributes 6:54

3M ago6:54

6:54

Spoken (by a human) version of this article. When we're checking for fairness in our algorithmic systems (incl. processes, models, rules), we often ask: What are the personal characteristics or attributes that, if used, could lead to discrimination? This article provides a basic framework for identifying and categorising these attributes. About thi…

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Article 9. Algorithmic Integrity: Don't wait for legislation 10:39

4M ago10:39

10:39

Spoken (by a human) version of this article. Legislation isn't the silver bullet for algorithmic integrity. Are they useful? Sure. They help provide clarity and can reduce ambiguity. And once a law is passed, we must comply. However: existing legislation may already apply new algorithm-focused laws can be too narrow or quickly outdated standards ca…

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Episode 94 | Transforming the Family Justice System: Continuing to Innovate to Support Family Well-Being 41:48

4M ago41:48

41:48

In this episode, host Christine O’Doherty is joined by special guests Tina Parbhakar, Amy Schwab, and Jane Morley, K.C., to explore the Transform the Family Justice System Collaborative, an innovative initiative in British Columbia, launched in 2022. As key contributors to this groundbreaking user-centred initiative, the guests share their insights…

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Article 8. A Balanced Focus on New and Established Algorithms 8:50

4M ago8:50

8:50

Spoken (by a human) version of this article. Even in discussions among AI governance professionals, there seems to be a silent “gen” before AI. With rapid progress - or rather prominence – of generative AI capabilities, these have taken centre stage. Amidst this excitement, we mustn't lose sight of the established algorithms and data-enabled workfl…

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Communityheldinnen - Die congstar Fairnessheldinnen 7:29

4M ago7:29

7:29

FAIRsprochen - Der congstar Podcast zum Thema Fairness Vom Engagement gegen Rassismus oder für mehr Nachhaltigkeit und Diversität - unsere Nominierten sind echte Vorbilder in den verschiedensten Bereichen. Doch in diesem Monat ist alles etwas anders. Denn für die Fairnessheld*innen-Community ist klar, dass es noch viel mehr Themen gibt, die dringen…

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Episode 93 | Telling a New Family Law Story 29:47

4M ago29:47

29:47

David Lazzam, CIAJ's articling student, welcomes back Diana Lowe and Justice Rod Jerke to delve into the power of storytelling in driving systemic change within family law systems. Together, they discuss how narratives can serve as catalysts for transformation while revisiting the progress and new direction of the Reforming the Family Justice Syste…

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Article 7. Postcodes: Hidden Proxies for Protected Attributes 11:31

4M ago11:31

11:31

Spoken (by a human) version of this article. In a previous article, we discussed algorithmic fairness, and how seemingly neutral data points can become proxies for protected attributes. In this article, we'll explore a concrete example of a proxy used in insurance and banking algorithms: postcodes. We've used Australian terminology and data. But th…

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The Future of Intelligence: AI and the Survival of Humanity 51:26

4M ago51:26

51:26

We’re back with part 2 of our Existential Risks Edition! Welcome to the fifth episode of the Intergenerational Fairness Day Podcast coming September 19th! Our discussion today has got everything: a hostile takeover, technological advancements, power and peril and a few heroes like my guest today trying to warn us about it all. This is "Episode 5: T…

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Article 6. Balancing Security and Access for increased algorithmic integrity 5:41

4M ago5:41

5:41

Spoken (by a human) version of this article. When we talk about security in algorithmic systems, it's easy to focus solely on keeping the bad guys out. But there's another side to this coin that's just as important: making sure the right people can get in. This article aims to explain how security and access work together for better algorithm integ…

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Mental Health - Die congstar Fairnessheld*innen (2/2) 7:29

4M ago7:29

7:29

FAIRsprochen - Der congstar Podcast zum Thema Fairness Stell dir vor, alle Menschen könnten offen und ehrlich über mentale Gesundheit sprechen. Das ist nicht nur der Wunsch von uns, sondern auch von unseren Nominierten Fairnessheld*innen für den Themenmonat “Mental Health”. In dieser Folge lernt ihr unsere Nominierten kennen, die sich mit unermüdli…

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Article 5. Equal vs Equitable: Algorithmic Fairness 13:53

5M ago13:53

13:53

Spoken (by a human) version of this article. Fairness in algorithmic systems is a multi-faceted, and developing, topic. In episode 4, we explored ten key aspects to consider when scoping an algorithm integrity audit. One aspect was fairness, with this in the description: "...The design ensures equitable treatment..." This raises an important questi…

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Épisode 92 | Les familles et le droit : l'approche innovatrice du droit collaboratif 1:38:01

5M ago1:38:01

1:38:01

Dans cet épisode, Me Caroline Bourbonnais reçoit Carolle Tremblay, avocate accréditée en droit collaboratif familial, et l'honorable J. Sébastien Vaillancourt, juge coordonnateur de la gestion familiale au district de Montréal à la Cour supérieure du Québec. Ensemble, ils discutent du droit collaboratif, une approche innovante dans le domaine du dr…

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Article 4. Structuring the Audit Objective: 10 Key Aspects of Algorithm Integrity 12:56

5M ago12:56

12:56

Spoken (by a human) version of this article. In Episode 1, we explored the challenges of placing undue reliance on audits. One potential solution that we outlined is a clear scope, particularly regarding the audit objective. In this episode, we focus on algorithm integrity as the broad audit objective. While it’s easy to assert that an algorithm ha…

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Mental Health - Die congstar Fairnessheld*innen (1/2) 6:40

5M ago6:40

6:40

FAIRsprochen - Der congstar Podcast zum Thema Fairness In Deutschland sind jedes Jahr fast 18 Millionen Erwachsene von einer psychischen Erkrankung betroffen. Aber nur rund 19 % der Betroffenen nehmen Kontakt zu Behandlerinnen und Behandlern auf. Woran liegt es also, dass wir Menschen immer noch nicht gerne über mentale Probleme reden? Darüber spre…

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Article 3. Navigate Algorithm Audit Guidance: some aren't relevant to your context 8:55

5M ago8:55

8:55

Spoken (by a human) version of this article. AI and algorithm audits help ensure ethical and accurate data processing, preventing harm and disadvantage. However, the guidelines are not yet mature, and quite disparate. This can make the audit process confusing, and quite daunting - how do you wade through it all to find the information that you need…

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Episode 91 | Talking Wrongful Convictions 38:25

5M ago38:25

38:25

Stephen Bindman, Visiting Professor and Executive in Residence at the uOttawa Faculty of Law, welcomes Professor Kent Roach, one of Canada's most prolific scholars and writers in the area of criminal law and wrongful convictions. In this episode, they discuss Professor Roach's book "Wrongfully Convicted," exploring how he became involved in studyin…

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Article 2. Choice vs obligation: motivation shapes the effectiveness of your review 6:53

5M ago6:53

6:53

Spoken (by a human) version of this article. The motivation(s) for commissioning a review can determine how effective it will be. Consider a personal health check-up: Sometimes we undergo medical check-ups because we don’t have a choice. We need to - for example for workplace requirements or for insurance. At other times, we choose to undergo such …

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Inklusion - Die congstar Fairnessheld*innen (2/2) 6:51

5M ago6:51

6:51

FAIRsprochen - Der congstar Podcast zum Thema Fairness Eine vollwertige Teilhabe am gesellschaftlichen Leben - ganz ohne Barrieren. Das ist der größte Wunsch von vielen der 7,8 Millionen Schwerbehinderten hier in Deutschland. Und nicht nur die Betroffenen wünschen sich eine inklusive Gesellschaft, sondern auch wir und unsere nominierten Fairnesshel…

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Article 1. How reliable is the algorithm review that you have commissioned? 10:14

5M ago10:14

10:14

Spoken (by a human) version of this article. One common issue with audits is undue reliance. Can you rely on the audit report to tell you what you need to know? Could you be relying on it too much? https://riskinsights.com.au/blog/reliable-audits About this podcast A podcast for Financial Services leaders, where we discuss fairness and accuracy in …

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Episode 90 | Discussion on Self-Governance With Indigenous Law Students 38:57

6M ago38:57

38:57

Shayla Praud (Eagle Clan from the Nisga’a Nation), Dominga Robinson (Nakota Jamaican l Pheasant Rump Nakota First Nation) and Justin Thompson (Member of Nipissing First Nation), students at the time of recording earlier this year, share their views on Indigenous self-governance. Together, they discuss how Indigenous legal systems and practices cont…

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0. Introduction 1:41

6M ago1:41

1:41

A brief intro to the podcast. If you have suggestions for topics you'd like me to cover, feel free to reach out to me via email. yusuf@riskinsights.com.au About this podcast A podcast for Financial Services leaders, where we discuss fairness and accuracy in the use of data, algorithms, and AI. Hosted by Yusuf Moolla. Produced by Risk Insights (risk…

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Inklusion - Die congstar Fairnessheld*innen (1/2) 5:52

6M ago5:52

5:52

FAIRsprochen - Der congstar Podcast zum Thema Fairness Fast acht Millionen Menschen in Deutschland sind schwerbehindert. Und trotzdem tut sich die Gesellschaft mit Inklusion noch schwer. Schuld sind die zahlreichen Barrieren, die behinderten Menschen ein inklusives Leben unmöglich machen. In dieser Folge sprechen wir darüber, welche Barrieren es gi…

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Episode 89 | Engaging with Indigenous Legal Orders in Theory and Practice 31:59

6M ago31:59

31:59

In this episode, Nathan Afilalo, CIAJ's former Legal Affairs Manager at the time, welcomes two guests to discuss engaging with Indigenous legal orders in Canada from two perspectives: the academic side with Associate Professor Hadley Friedland and the institutional side with Crown Counsel Sarah Arngna'naaq. These two guests present their work and a…

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Soziale Gerechtigkeit - Die congstar Fairnessheld*innen (2/2) 6:22

6M ago6:22

6:22

FAIRsprochen - Der congstar Podcast zum Thema Fairness Mit unermüdlichem Engagement kämpfen unsere Nominierten in diesem Monat für mehr soziale Gerechtigkeit. Dafür setzen sie sich auf den Straßen Berlins, im Krankenhaus oder in der Modeindustrie ein. Sie schreiben Bücher, geben ihr Wissen in Podcasts weiter und sind somit echte Vorbilder. Und obwo…

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Épisode 88 | Derrière les lois - Une fenêtre sur la rédaction législative 49:46

7M ago49:46

49:46

Qu'est-ce que la rédaction législative? À l'approche de la Conférence sur la rédaction législative, organisée par l'ICAJ à Ottawa du 16 au 18 septembre 2024, des experts en la matière parlent de leur travail et des aspects passionnants de cette profession qui est souvent méconnue. Les sujets abordés incluent le rôle des rédacteurs dans les différen…

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Soziale Gerechtigkeit - Die congstar Fairnessheld*innen (1/2) 5:04

7M ago5:04

5:04

FAIRsprochen - Der congstar Podcast zum Thema Fairness Zwei von drei Deutschen gaben 2023 in einer Umfrage an, dass sie die soziale Gerechtigkeit in Deutschland als sehr ungerecht empfinden. Das muss sich ändern! Auf der Suche nach den congstar Fairnessheld*innen sprechen wir in diesem Monat über soziale Gerechtigkeit. In dieser Episode lernst du, …

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Diversität - Die congstar Fairnessheld*innen (2/2) 7:12

7M ago7:12

7:12

FAIRsprochen - Der congstar Podcast zum Thema Fairness Auf der Suche nach den congstar Fairnessheld*innen widmen wir uns passend zum Pride-Month dem Thema Diversität. Für eine vielfältige und tolerante Gesellschaft zu kämpfen - das haben sich viele hunderte Menschen, Vereine und Organisationen zur Aufgabe gemacht. Sieben davon möchten wir in diesem…

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Nuclear Weapons: The Ultimate Existential Risk 1:01:51

7M ago1:01:51

1:01:51

It's time again! Welcome to the fourth episode of the Intergenerational Fairness Day Podcast coming June 16th! Join us as we discuss the likelihood of extinction through nuclear war, the fallout, its effects including a nuclear winter, as well as efforts and strategies for prevention and disarmament in Episode 4: Nuclear Weapons: The Ultimate Exist…

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Episode 87 | 7 Changes for Access to Justice 52:30

7M ago52:30

52:30

Discover the seven key changes to improve New Brunswick's justice system discussed at the 2023 Access to Justice Summit. The New Brunswick Access to Justice Summit, Digital Transformation: Putting People at the Heart of the Justice System, held in August 2023 at the University of New Brunswick (UNB) Faculty of Law, brought stakeholders from the pro…

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Diversität - Die congstar Fairnessheld*innen (1/2) 6:14

8M ago6:14

6:14

FAIRsprochen - Der congstar Podcast zum Thema Fairness Passend zum Pride-Month suchen wir in diesem Monat die Fairnessheld*innen zum Thema “Diversität”. Vielfalt ist in den letzten Jahren immer präsenter geworden - und das aus gutem Grund. Denn Diversität ist nicht nur wichtig für unsere Gesellschaft, sondern macht Teams auch erfolgreicher. Wie? Da…

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