The Metabolism of Knowledge in Agentic AI: Governing AI Before It Governs US

The Metabolism of Knowledge in Agentic AI: Governing AI Before It Governs US

Enterprise AI is shifting from assistive to autonomous. Like human metabolism regulates energy for balance, AI now has a metabolism of knowledge that constantly consumes, transforms, and acts on data. Without strong governance, this evolution can amplify bias, create opaque decision loops, and introduce systemic risk.
In this episode of CIO Talk Network, Vince Kellen, Chief Information Officer at the University of California San Diego, joins host Sanjog Aul to unpack a practical governance playbook for agentic AI. They explore multi layer controls, probabilistic self regulation, internal and external auditing, and an adoption first approach that keeps AI explainable, aligned, and controllable.

Topics Covered:
00:00 Introduction and why AI needs a metabolic metaphor
03:30 Origin of the framework and knowledge flow in organizations
05:30 Five layers of governance and regulation in agentic AI
08:50 Centralized authority versus federated control
11:20 Customization, standards, and a moving target
13:20 Agents as the new focus of regulation and quality
16:00 Good versus perfect and making practical progress
20:00 Real UC San Diego assistants and use cases
24:45 Who is watching: ensemble of experts safety checks
27:00 Internal and external audits for AI systems
28:30 ROI of governance and when it can be lightweight
31:20 Updating existing AI governance with the metabolic lens
33:30 Continuous delivery and adoption management
34:10 Risks of under regulating critical processes
36:00 Technology versus change management
37:50 A CEO level case for knowledge centric AI
40:18 Closing

Listen on your favorite platform:
Youtube: https://www.youtube.com/watch?v=DOXvAwy2j_M
Vimeo: https://vimeo.com/1071344023
Full Transcript and Episode Details: https://www.ciotalknetwork.com/the-metabolism-of-knowledge-in-agentic-ai-governing-ai-before-it-governs-us/

About CIO Talk Network:
CIO Talk Network is a global peer led platform where enterprise leaders share candid insights that challenge conventional thinking and drive real outcomes.

Follow CIO Talk Network:
LinkedIn: linkedin.com/company/cio-talk-network
X (Twitter): twitter.com/ciotalknetwork
Website: ciotalknetwork.com

Tags:
#AgenticAI #AITrust #AIGovernance #ExplainableAI #RiskManagement #CIOLeadership #EnterpriseAI #CTNTalks

Jaksot(842)

Chief Digital Officer 2.0

Chief Digital Officer 2.0

The Chief Digital Officer (CDO) role was created initially to unify the digital agenda, increase efficiency, create a digital culture, design better customer experiences, and optimize your competitive...

20 Heinä 202248min

The People side of Cyber Security – Turning organizations' weakest link into their greatest strength

The People side of Cyber Security – Turning organizations' weakest link into their greatest strength

There's no question that people are the weakest link in Cybersecurity. So we invest in educating people about security risks and how to handle them. We try building cybersecurity champions who can hel...

3 Heinä 202253min

Is Data Analytics helping increase the impact of K12 Education?

Is Data Analytics helping increase the impact of K12 Education?

What if K12 Education could provide a customized learning experience based on each student's skills, abilities, and preferences to maximize student outcomes supported by optimal funding to ensure reli...

22 Kesä 202248min

Does your Leadership Pass the Audition?

Does your Leadership Pass the Audition?

Every time you speak to your management or team, share your verdict on a challenging situation or admit that you don't know what to do, you audition for leadership. Others expect you to spark hope wit...

8 Kesä 202254min

Embedding Security in Technology Capabilities

Embedding Security in Technology Capabilities

To support digital, an organization needs to develop custom software applications or use third-party software packages and tools, migrate workloads and infrastructure to the cloud, and standardize man...

31 Touko 202253min

CIO as a Simplifier

CIO as a Simplifier

In a world with increasing complexity, uncertainty and conflict, it's not surprising that many people feel unable or unwilling to take action. So, playing the role of a simplifier, how are the CIOs fi...

12 Touko 202240min

Delivering Higher Value In Lesser Time

Delivering Higher Value In Lesser Time

Massive changes in the business climate and customer expectations have forced companies to rethink everything they do. As a result, there is a need to innovate consistently and implement changes quick...

3 Touko 202243min

Delivering on the Chief Data Officer Imperatives

Delivering on the Chief Data Officer Imperatives

A Chief Data Officer (CDO) is expected to use data to continually improve internal operations and create a competitive advantage while aligning with partners, vendors, and customers. But complexities ...

29 Huhti 202245min

Suosittua kategoriassa Liike-elämä ja talous

sijotuskasti
mimmit-sijoittaa
psykopodiaa-podcast
rss-rahapodi
rss-rahamania
ostan-asuntoja-podcast
pomojen-suusta
juristipodi
rss-myyntikoulu
rss-seuraava-potilas
rss-lahtijat
rss-draivi
leadcast
rahapuhetta
sijoitusovi-podcast
asuntoasiaa-paivakirjat
rss-startup-ministerio
rss-sisalto-kuntoon
oppimisen-psykologia
bakkari-tarinoita-tapahtumien-takahuoneista