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Specific Data & Strategy with Karl Ivo Sokolov
Приєднався 23 жов 2022
We talk all things Data with experts in software and IT from all over the world. We also talk with business leaders that are champions of great data products.
My name is Karl Ivo Sokolov and I am your host for this podcast.
Specific-Group Data Solutions GmbH is a data services company based in Vienna, Austria and is part of the 440+ people-strong Specific-Group.
www.specific-group.com
www.amonga.com
www.legacylift.com
My name is Karl Ivo Sokolov and I am your host for this podcast.
Specific-Group Data Solutions GmbH is a data services company based in Vienna, Austria and is part of the 440+ people-strong Specific-Group.
www.specific-group.com
www.amonga.com
www.legacylift.com
E20 Marvie Demit - EU AI Act Compliance Frameworks, Innovation and Ethical AI Development
In this conversation, Karl Ivo Sokolov and Marvie Demi discuss the EU AI Act and the FABI framework designed to facilitate compliance with EU AI regulations. They explore the unique aspects of the FABI framework, common misconceptions about the EU AI Act, and the importance of risk classification. Marvie shares insights on implementing the EU AI Act, the role of management in compliance, and the potential future amendments to the regulation. The discussion emphasizes the need for a structured approach to AI compliance and the importance of understanding the implications of AI on various industries.
Takeaways include:
-Understanding regulations as rule-based decisions can simplify compliance.
-Documentation consistency is crucial for regulatory compliance.
-Risk classification helps identify the level of scrutiny required for AI systems.
-Management commitment is essential for successful compliance efforts.
-The EU AI Act aims to filter out high-risk AI systems effectively.
-Future amendments to the EU AI Act are likely as technology evolves.
-A coordination group for the EU AI Act could enhance practical implementation.
-Engaging with industry experts can help clarify compliance pathways.
Takeaways include:
-Understanding regulations as rule-based decisions can simplify compliance.
-Documentation consistency is crucial for regulatory compliance.
-Risk classification helps identify the level of scrutiny required for AI systems.
-Management commitment is essential for successful compliance efforts.
-The EU AI Act aims to filter out high-risk AI systems effectively.
-Future amendments to the EU AI Act are likely as technology evolves.
-A coordination group for the EU AI Act could enhance practical implementation.
-Engaging with industry experts can help clarify compliance pathways.
Переглядів: 15
Відео
E19 David Zeller -- IT Strategist, Global Consultant: Blockchain, LLMs, Make vs Buy, Culture shifts
Переглядів 66Місяць тому
David Zeller is a fascinating person to talk to with senior IT advisory experience across continents and technologies. In this talk we cover the evolving landscape of technology, focusing on AI, Bitcoin, and blockchain. We discuss the current state of Bitcoin, the hype surrounding blockchain technology, and the contrasting adoption cycles of AI and blockchain. We cover make vs. buy decision for...
E18 Veronika Durgin -- Data-informed Couture, Data Leadership, Data Infrastructure and AI products
Переглядів 272 місяці тому
Karl Ivo Sokolov and Veronika Durgin an experienced data leader, VP of Data for Saks in the US discuss the evolving landscape of data leadership, the importance of data teams, and the role of data in crafting personalized digital journeys. They explore the challenges of data infrastructure, the nuances of building AI products, and the future of automation. Veronica emphasizes the need for a dat...
E17 Markus Müller, Partner TPA/BakerTilly on Digital Trust, Data-Driven Culture, Sustainability, AI
Переглядів 533 місяці тому
Karl Ivo Sokolov and Markus Müller, Partner at TPA Austria part of Baker Tilly International, discuss the topics of digital trust, technological advancements, and the role of trust in business and IT, the relationship between culture and trust, the challenges of implementing agile practices, and the differences in regulatory environments between Europe and the United States as well as the impor...
E16 Matt Fornito, CEO AI Advisory Group on AI-driven organizations, ROI, Leadership & Education
Переглядів 574 місяці тому
Matt Fornito is CEO of The AI Advisory Group, former CDO, Head of Data and Data Scientist. In this podcast with Karl Ivo Sokolov, Matt discusses the importance of trust in data and AI models in the workplace, the challenges of AI adoption in large organizations, the importance of the CEO in data & AI, the challenges of short-term thinking in publicly traded companies. Beyond technology, Matt hi...
E15 Ethan Aaron, CEO Portable -- ETL & Data Integration, Data Teams, Data Community, Cloud DWHs
Переглядів 455 місяців тому
Ethan Aaron is the CEO of Portable and a leader in the data community, organizer of the Data Happy Hour events that are now global Karl Ivo Sokolov and Ethan talk about selling to the Enterprise, the importance of a clear mandate for data teams, the role of the data analyst, competition of Snowflake vs. Databricks and the Data Happy Hour
E14 Sean McIntyre dbt Cloud, Snowflake, Databricks and Data Mesh, Standardization in Data Management
Переглядів 796 місяців тому
Sean McIntyre is a dbt Labs Solution Architect and dbt's first employee in Europe. Sean discusses with Karl Ivo Sokolov the importance of dbt, decoupling business logic and moving to the cloud, the ongoing cloud competition Snowflake vs. Databricks, and the power of simplicity and standardization in data management.
E13 Sabine Gromer Executive Coach of CEOs: Dignity, Ethics, Diversity in Modern Leadership
Переглядів 466 місяців тому
Sabine Gromer is a German executive coach and a trusted partner to top C-level executives of large enterprises. She was a Managing Director of S&P Global Ratings in London. She is an author of the upcoming book "Ready for Success: Dax Praxisbuch für den erfolgreichen Karriere-Übergang" (preorder it on Amazon). Karl Ivo Sokolov and Sabine talk about dignity in leadership, how to effectively comm...
E11 Michael Shearer: Implementing AI in Compliance Technology & AML, Entity Resolution, Data & more
Переглядів 797 місяців тому
Michael Shearer, Chief Solution Officer of Hawk, ex-Managing Director of HSBC, a senior leader in the compliance technology space, an O'Reilly published book author of "Hands on Entity Resolution: A Practical Guide to Data Matching with Python" Karl Ivo Sokolov talks with Michael about the challenges of implementing AI solutions to fight financial crime, updating legacy technology stacks in the...
E12 Sol Rashidi: Fortune 100 Chief Data Officer and bestselling author on succeeding with Data & AI
Переглядів 5677 місяців тому
Karl Ivo Sokolov talks with Sol Rashidi, one of the most influential CDOs, having had multiple C-level roles at Sony, Merck, Royal Caribbean, Estes Lauder, and E&Y We discuss what most companies and CDOs do wrong, how to succeed in the Head of Data & AI role, navigating business value in Data & AI initiatives, understanding and working with different personas & archetypes, balancing low code an...
E10 Solomon Kahn on A/B testing, data products, agile & data teams and becoming a data person
Переглядів 1107 місяців тому
Solomon Kahn, CEO of Delivery Layer, gives great insights into A/B testing, why agile doesn't always fit great for data teams, challenges in AI implementations, machine learning & data products, pivoting from corporate to a startup founder role & much more
E09 Chris Tabb on data conferences, business value vs ROI, data and management consulting
Переглядів 209 місяців тому
Karl Ivo Sokolov sits with Chris Tabb to discuss takeaways from Skiers-in-Data (SKID) conference, the data community, modern data stack, business value vs ROI, management consulting and data management, the evolving role of data engineering and others
E08 Elements of AI & Data Strategy and the "via negativa" approach with author Boyan Angelov
Переглядів 6610 місяців тому
In this episode SPG Data's Karl Ivo Sokolov talks with O'Reilly author Boyan Angelov about operationalising data strategy, optimism in the age of AI, effective data teams, and parallels in the data & AI world to the works of famous author Nassim Taleb (author of The Black Swan, Antifragile, Skin in the game etc.)
E07 Tobias Zwingmann on the EU AI Act
Переглядів 54Рік тому
In this shorter episode Karl Ivo Sokolov (with a recovering voice from the seasonal flu) discusses together with O'Reilly Author and AI expert Tobias Zwingmann the recent EU AI Act and some of its implications for Europe as a whole and for companies in particular.
E06 Georg Hauer: Future of Digital Banking, Startups, AI, IT Infrastructure
Переглядів 94Рік тому
We talk with Georg Hauer, ex-General Manager of N26 Bank, ex-COO of Hawk:AI, investor and advisor in the digital banking, banking infrastructure space about the future of digital banking, startups and AI in the banking industry, investments in modernising IT infrastructure and regulatory differences in EU vs the rest of the world
E05 Carly Taylor: AI Senior Manager at Call Of Duty/Activision
Переглядів 320Рік тому
E05 Carly Taylor: AI Senior Manager at Call Of Duty/Activision
E04 Modern Data Catalogs with Ole Olesen-Bagneux and Josef Höllwerth
Переглядів 216Рік тому
E04 Modern Data Catalogs with Ole Olesen-Bagneux and Josef Höllwerth
E03 Mario Meir-Huber: Data Culture, AI Use Cases, Data Strategy at Large Austrian Corporates
Переглядів 99Рік тому
E03 Mario Meir-Huber: Data Culture, AI Use Cases, Data Strategy at Large Austrian Corporates
E02 Bart V CEO Raito.io: Data Access Automation, Startups, Governance, Agile
Переглядів 1302 роки тому
E02 Bart V CEO Raito.io: Data Access Automation, Startups, Governance, Agile
E01 Joe Reis: Fundamentals of Data Engineering, Data Governance, Data Mesh, Data Training
Переглядів 3322 роки тому
E01 Joe Reis: Fundamentals of Data Engineering, Data Governance, Data Mesh, Data Training