AI Set to Generate Most Code by 2025

Rahul Somvanshi

Representative Image. Programming Codes Screengrab. Photo Source: Myburgh Roux (Pexels)

Artificial intelligence is rapidly changing the landscape of software development, with industry leaders making bold predictions about its capabilities. Recent statements from tech executives suggest we’re approaching a turning point where AI could handle most coding tasks traditionally performed by humans.

AI’s Accelerating Coding Capabilities

OpenAI’s Chief Product Officer Kevin Weil believes AI will surpass human coders by the end of 2025, significantly earlier than previous predictions. Meanwhile, Anthropic CEO Dario Amodei makes an even more dramatic claim, suggesting that within just 3-6 months, AI could be writing 90% of code, and within a year, “essentially all of the code.”

These predictions are backed by measurable progress. OpenAI’s GPT models show dramatic improvements in competitive coding benchmarks. According to Weil, their GPT-01 preview ranked among the top 2-3% of programmers globally. Their latest model, GPT-03, ranks as the 175th best competitive coder in the world, with successor models already showing further improvements.

“I think this is the year that, at least by competitive coding benchmarks, AI becomes better than humans at competitive coding forever,” Weil stated. “In the same way that computers passed humans at multiplying 70 years ago and AI passed humans at chess 15 years ago.”

Industry Impact and Job Transformation

The rise of AI-powered coding tools is already changing how software is created. Y Combinator CEO Garry Tan revealed that for 25% of startups in their Winter 2025 batch, 95% of code lines are generated by large language models.

Despite these advancements, industry experts believe human expertise will remain valuable but in different ways. While AI may handle the technical writing of code, humans will still need to define problems, set direction, and verify results.

“Understanding what problems to solve, where to focus your work, where the leverage is—those kinds of things are still going to matter,” Weil explained.


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Democratizing Software Development

One potential benefit of AI coding tools is making software development more accessible to non-programmers. Weil highlighted this democratizing effect: “Imagine all the things that you can do if you don’t need to be an engineer to create software… What a democratizing effect this can have on the world if everybody can create software.”

This shift is already happening, with tools like GitHub Copilot and Amazon CodeWhisperer helping people with limited coding experience build applications. Kevin Roose, a New York Times columnist with no formal programming skills, described building applications with AI assistance.

The Future of Programming

The International Monetary Fund estimates AI could impact about 40% of global jobs. For software development specifically, the landscape appears to be transforming rapidly, with AI handling more routine coding tasks.

As Tim O’Reilly, a veteran technology industry observer, puts it: “AI will not replace programmers, but it will transform their jobs.” This transformation may require developers to shift their focus from writing code to designing systems, managing AI tools, and solving higher-level problems.

Some industry leaders emphasize that AI will augment rather than replace programmers. According to the source document, people will still be needed to understand what problems to solve and where to focus work, even as AI handles more of the technical coding.

As companies actively reskill their workforce to adapt to these changes, the next few years will likely determine whether these bold predictions about AI coding capabilities come true, and how deeply they’ll transform the tech industry.

Frequently Asked Questions

When will AI surpass human coders according to industry leaders? +
According to OpenAI’s Chief Product Officer Kevin Weil, AI will surpass human coders by the end of 2025. Anthropic CEO Dario Amodei makes an even bolder prediction, suggesting AI could be writing 90% of code within 3-6 months and “essentially all of the code” within 12 months.
How good are current AI models at coding tasks? +
Current AI models are showing impressive capabilities. OpenAI’s GPT-03 ranks as the 175th best competitive coder in the world, according to Kevin Weil. This represents significant progress from earlier models, with each new iteration showing substantial improvement in coding benchmarks.
Will AI completely replace human programmers? +
Most industry experts believe AI will transform rather than eliminate programming jobs. While AI may handle more coding tasks, humans will still be needed to define problems, set direction, and validate solutions. As Tim O’Reilly notes, “AI will not replace programmers, but it will transform their jobs.”
How is AI already affecting software development today? +
AI is already having a significant impact. According to Y Combinator CEO Garry Tan, 25% of startups in their Winter 2025 batch have 95% of their code lines generated by large language models. Tools like GitHub Copilot are being widely adopted by development teams for routine coding tasks.
What benefits could AI coding tools bring to the tech industry? +
AI coding tools could democratize software development, making it accessible to people without traditional programming skills. This could reduce development costs, shorten project timelines, and allow more people to create software solutions. Kevin Weil described this as having “a democratizing effect on the world if everybody can create software.”
How should programmers prepare for the AI coding revolution? +
Programmers should focus on developing skills that complement AI capabilities rather than compete with them. This includes problem-solving, system design, AI prompt engineering, and validation of AI-generated code. As the industry changes, developers will need to adapt to working alongside AI tools.

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