In 2025, programmers can begin working with AI models with minimal prior theoretical knowledge. Immediate engagement with tools like the OpenAI API, Claude API, and using local models through Olama is recommended. New programmers should explore using Python to build AI apps and familiarize themselves with APIs, vector databases, and augmented generation technologies.
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