> Source: https://amayakavya.com/research/automation-without-obsolescence

# Automation Without Obsolescence: The Role of AI in Modern Software Engineering

SOFTWARE ENGINEERING
July 2026
Preprint

Recent advances in artificial intelligence have intensified claims that human roles in software development may soon become obsolete. This paper examines those claims by focusing not on what AI can do, but on who remains responsible for outcomes. Drawing on productivity studies, industry reports, and employment data, it finds a consistent pattern: automation replaces tasks, not accountability.

AI systems perform structured, repetitive work with increasing efficiency, yet responsibility for setting objectives, handling uncertainty, managing failures, and answering for real-world consequences continues to rest with humans. When systems produce errors or harm, organisations still hold human decision-makers accountable rather than the technology itself. This gap between execution and responsibility constrains the idea of human obsolescence: as AI reduces demand for routine work, it raises the importance of oversight, judgment, coordination, and risk management, and employment data reflect sustained demand for roles tied to supervision and long-term ownership of outcomes.

Placed in historical context, the pattern is not new. Earlier technological shifts also restructured work without removing human responsibility. The evidence suggests that AI is not eliminating human relevance but redistributing labour. Tasks may be automated, but responsibility remains firmly human.

## Links

- [SSRN · Full publication](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=7021283)

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