Al democratizes software development, but who owns the technical debt?

Reddit r/ArtificialInteligence News

Summary

Explores the challenges of AI-generated software in organizations, including questions of ownership, understanding black-box code, and maintenance responsibilities.

I am wondering about governance for AI generated projects, especially in companies. If (non-technical) employees can build applications with Al: \- who owns the application? \- who is responsible for understanding how these systems actually work? \- how do you avoid creating huge amounts of black box software nobody understands? \- who deals with security and maintenance? Are there already governance models, policies or real-world experiences for handling Al-generated software inside your organizations? I am curious to hear your perspectives.
Original Article

Similar Articles

Cognitive Debt: AI as Intellectual Leverage and the Dynamics of Systemic Fragility

arXiv cs.AI

This paper develops a formal theory of cognitive debt, where using AI as a substitute for first-principles reasoning builds up unverified obligations that lead to systemic fragility and a cognitive Minsky moment, showing that decentralized equilibrium over-adopts substitutive AI without accounting for externalities.

Governing Technical Debt in Agentic AI Systems

arXiv cs.AI

This paper introduces the concepts of Agentic Technical Debt and Stochastic Tax, defining new liabilities and operating costs specific to agentic AI systems that combine stochastic models with tool use and workflows, and proposes lightweight governance controls.