Technical debt and shadow AI is coming together in AI debt. It is necessary, particular when you innovate and experiment. It is the consequence of the speed at which AI is evolving.
The Risks of Ignoring AI Debt
AI debt is inevitable: If an organization is deploying AI, it will have technical, organizational and cultural debt, because AI systems evolve faster than the structures supporting them. The existence of AI debt is not a failure, it is a natural byproduct of progress.
The prompts
- Where is AI debt accumulating fastest: data, workflow, or people?
- What’s the first customer-facing failure mode?
- What are we pretending is “good enough?
Anticipate, discuss this with your leadership team, decide your moves. If you need help, DM me.
https://www.gartner.com/en/articles/ai-debt
The other prompts:
My latests book about books about AI
Data, acceleration, and the future of intelligence: Lessons from 25 core books about AI, technology abstraction, and consciousness.
https://www.ronimmink.com/product/a-book-about-books-about-ai/
Why “Context Lake” Matters For Agentic AI
In mid‑January, a new arXiv paper introduced “Context Lake” as a system class for AI-era decision-making. The paper argues that multiple agents must operate on the same live and semantically consistent reality at the moment a decision is made
https://www.forrester.com/blogs/why-context-lake-matters-for-agentic-ai/
Cybersecurity and data governance in the boardroom: A strategic imperative for Asian boards
Asian boards must treat cybersecurity and data governance as strategic risks to protect enterprise value, trust, and resilience
https://e27.co/cybersecurity-and-data-governance-in-the-boardroom-a-strategic-imperative-for-asian-boards-20260131/
This One Technology Convergence Is Quietly Redefining the Future of Business
A cyber–physical system (CPS) blends physical components (like machines, sensors, or vehicles) with digital control systems that analyze, learn, and adapt in real time.
https://www.burrus.com/cyber-physical-systems-business-convergence/
How to navigate data sovereignty for AI compliance
As AI systems consume data for training and decision-making, businesses must navigate complex regulations, geopolitical boundaries and vendor risks.
https://www.techtarget.com/searchenterpriseai/tip/How-to-navigate-data-sovereignty-for-AI-compliance
Chatbots Are Rewriting What You Think About The Products You Buy
Computer scientists at the University of California San Diego have, for the first time, put hard numbers on something many researchers suspected but nobody had properly measured: large language models don’t just summarise information. They reshape it. And when people read that reshaped version, they make different decisions
https://scienceblog.com/chatbots-are-rewriting-what-you-think-about-the-products-you-buy/
