Securing the Realm

AI Operationalisation

27 min · 26. touko 2026
jakson AI Operationalisation kansikuva

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Nema Sobhani, a data scientist at Avanade, discusses the concept of agents in AI and their impact on human activities. He explores the definition of agents, their role in the enterprise, and the ethical and social implications of their use. The conversation delves into the evaluation and governance of AI models, as well as the philosophical and practical considerations of human-AI interaction. Takeaways * Agents as AI entities are empowered to perform tasks autonomously, and they will increasingly become integral to various business functions, disrupting the org-chart. * The evaluation and governance of AI models are crucial in ensuring their ethical, and responsible use in enterprise settings and as a key part of AI governance. Chapters * 00:00 Introduction to Agents in AI * 07:58 Ethical and Social Implications of Agents * 16:24 Evaluation and Governance of AI Models * 26:20 Human Activities and the Role of AI

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jakson AI Operationalisation kansikuva

AI Operationalisation

Nema Sobhani, a data scientist at Avanade, discusses the concept of agents in AI and their impact on human activities. He explores the definition of agents, their role in the enterprise, and the ethical and social implications of their use. The conversation delves into the evaluation and governance of AI models, as well as the philosophical and practical considerations of human-AI interaction. Takeaways * Agents as AI entities are empowered to perform tasks autonomously, and they will increasingly become integral to various business functions, disrupting the org-chart. * The evaluation and governance of AI models are crucial in ensuring their ethical, and responsible use in enterprise settings and as a key part of AI governance. Chapters * 00:00 Introduction to Agents in AI * 07:58 Ethical and Social Implications of Agents * 16:24 Evaluation and Governance of AI Models * 26:20 Human Activities and the Role of AI

26. touko 202627 min
jakson The Architecture of AI Transformation kansikuva

The Architecture of AI Transformation

Diana Wolfe joins Chris and Josh to discuss the new paper "The Architecture of AI Transformation: Four Strategic Patterns and an Emerging Frontier" co-authored by Diana Wolfe, Alice Choe and Fergus Kidd; and discussing the transformative potential of AI in organizations, exploring the concept of agentic AI and its implications for leadership and collaboration. They cover the challenges of paradigmatic lock-in, the importance of individual augmentation, and the need for effective governance in AI deployment. Diana shares insights from her research, emphasizing the balance between automation and human creativity, and the necessity for organizations to adapt and evolve in the face of technological advancements. LinkedIn Post: https://www.linkedin.com/feed/update/urn:li:activity:7371958936486232064/ [https://www.linkedin.com/feed/update/urn:li:activity:7371958936486232064/] Paper: https://arxiv.org/abs/2509.02853 [https://arxiv.org/abs/2509.02853]

2. loka 202525 min