AI: Intent and Meaning

Source: Dev.to

Introduction

A recent guest lecturer in a Computer Science elective warned that AI is poised to take over the majority of jobs, even suggesting that a CS education might no longer be worthwhile. While there is truth to the rapid advancement of AI, the picture is far more nuanced than the doomsday narrative often circulated on social platforms.

Personal Experience with AI and Writing

I have never been strong at grammar—school dictation tests were a nightmare for me. As an adult, I still struggle with proofreading, not out of unwillingness but because it’s simply not my strength. Writing, however, is a passion: I enjoy arranging words, shaping how they appear on the screen, and evoking feelings in readers.

AI helps me focus on the creative aspects of writing rather than the minutiae of grammar. It provides an extra layer of quality that I couldn’t afford to obtain from a professional proofreader. In this way, AI augments my work without replacing the human intent behind it.

AI in Software Development

Software begins with human meaning and intent—concepts that cannot originate from AI without us first teaching them. The languages AI uses are human‑readable because they were learned from human code. Consequently, the claim that AI will abolish programmers lacks merit; it merely reflects a fear of new technology.

Even when AI can generate complete application services, the purpose and meaning behind those applications come from humans. Programming is not just about syntax; it’s about translating intent into functional systems.

Industry Adoption

Below is a table summarizing reported percentages of code generated, reviewed, or refactored by AI at several major tech companies:

These figures should be treated with the same skepticism we apply to any commercial claim—such as a soft‑drink company proclaiming its product the “best.”

Skepticism and Historical Perspective

Layoffs at companies that do not sell AI products are often the result of pandemic‑era overhiring rather than AI replacing workers; AI simply provides a convenient scapegoat.

When humanity first harnessed fire, we did not expect the sun to stop rising. The discovery of fire transformed the world, but it did not end it. Similarly, modern AI is a powerful tool that will reshape industries, yet history suggests we will eventually learn to use it to our advantage.

Panicking is understandable when confronting a technology of this magnitude, but the pattern of human adaptation—learning, integrating, and benefiting from new tools—remains consistent.

Conclusion

AI offers valuable assistance in both writing and programming, enhancing productivity while preserving the essential human elements of intent and meaning. The alarmist narratives that predict the extinction of programmers overlook the collaborative potential of AI and the enduring role of human creativity. As with any transformative technology, a balanced, skeptical, and historically informed perspective will serve us best.