AI Systems Limitations

This blog post is based on my book “How to code any feature”.

In the evolving landscape of software development, the role of human logic remains crucial, even as AI continues to advance. This article explores why manual coding is still essential and how it complements AI-driven solutions.

The Power of Handcrafted Systems

While we await more sophisticated automatic solutions, building new systems by hand offers several advantages:

• Incorporation of novel and unconventional strategies
• Creation of unique, error-free code
• Tailoring solutions to specific user needs and challenges

The Two Pillars of Coding

Coding comprises two fundamental aspects:

1. Grammar (Syntax): AI can assist effectively with this aspect.
2. Logic Design: This still requires human input and creativity.

AI systems, despite their capabilities, may lack the critical and creative thinking necessary to develop truly efficient programs. Human involvement ensures that the code is not only functional but optimized for its intended purpose.

Beyond Syntax: The Importance of Logic

While learning syntax boosts productivity, true coding proficiency extends far beyond this. AI cannot replicate crucial skills such as:

• Rapid problem-solving abilities
• Deep understanding of code functionality

Human involvement in logic design brings flexibility and adaptability to the coding process. This is particularly crucial given the diverse nature of coding requirements across different projects and activities.

The Human Touch: Enhancing AI Creativity

Incorporating human expertise in system design and coding processes ultimately enhances the creative potential and flexibility of AI-assisted development. This synergy between human logic and AI capabilities paves the way for more innovative and efficient software solutions.

MIT 2024 © Sujal Choudhari.