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Paul Welty, PhD AI, WORK, AND STAYING HUMAN

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Bookmark: Rise of agentic AI, scalable enterprise AI and sovereign AI key trends in 2025

Explore the transformative rise of Agentic AI, Scalable Enterprise AI, and Sovereign AI shaping our future by 2025 for enhanced human-computer interactions.

In the world of AI, expect a transformative shift by 2025 as Dell Technologies predicts the rise of Agentic AI, revolutionizing human-computer interactions. Scalable Enterprise AI will target real ROI in high-impact areas, while Sovereign AI promises to empower nations with localized innovation suited to cultural and security needs. John Roese at Dell highlights the powerful convergence of AI with technologies like quantum computing, setting the stage for a new era of industry breakthroughs. Dive into this insightful analysis from NDTV Profit Tech for a closer look at these emerging trends.

The article provides a significant perspective on the future of AI, encapsulated in the quote: “We are evolving from static and reactive AI to a more dynamic, autonomous, interactive and profound set of tools that will allow us to go beyond what we have been able to do so far .” This statement from John Roese at Dell Technologies captures the essence of the anticipated advancements in AI architecture, highlighting a transition toward more agentic forms of AI that prioritize not just automation, but enriched interaction and profound utility in various fields.

Rise Of Agentic AI, Scalable Enterprise AI And Sovereign AI Key Trends In 2025

The agent-shaped org chart

Every real org has the same topology: principal, role-holder, specialists. Staff AI maps onto it, node for node, and the cost collapse shows up in the deliverables that were always just human-handoff overhead.

AI as staff, not software

Two frames for what AI is doing to work. The tool frame makes tools smarter. The staff frame makes roles unnecessary. Those aren't the same product, the same company, or the same industry.

Knowledge work was never work

Knowledge work was always coordination between humans who couldn't share state directly. The artifacts were never the work. They were the overhead — and AI just made the overhead optional.

The work of being available now

A book on AI, judgment, and staying human at work.

The practice of work in progress

Practical essays on how work actually gets done.

The file I almost made twice

A small operational footgun that runs everywhere — building a parallel system when the one you have is fine.

The actor doesn't get to be the verifier

The worker isn't lying. The worker is reporting what it thought it did, which is always one step removed from what the world actually shows. The fix isn't more self-honesty. The fix is a different pair of eyes.

Shopping is the last mile

Every meal planning app treats cooking as the hard problem and shopping as a logistics detail. They have it backwards. Cooking is mostly solved. Shopping is the last mile.

Article analysis: Agentic AI: Thoughts from Ethan Mollick on future of superintelligence

Explore Ethan Mollick's insights on agentic AI, highlighting its transformative autonomy and the crucial mindset shift for future business success.

Bookmark: Transforming enterprises: Unpacking the shift from SaaS to service as software

Explore how Service as Software (S'aaS) empowers businesses to innovate and tailor processes, transforming the traditional SaaS model for greater uniqueness.

Article analysis: 3 AI competencies you need now for the future

Master essential AI competencies to thrive in an evolving landscape and ensure your career remains irreplaceable in the age of artificial intelligence.