Zen van Riel states fine-tuned code with local models is ineffective.

Zen van Riel recommends using cloud models for complex agentic work requiring frontier intelligence and local models for high-volume, privacy-sensitive tasks.

Zen van Riel believes speech-to-text is a generally solved problem using models like Faster Whisper with large V3 Turbo.

Zen van Riel believes local AI is creating a unique career opportunity that few understand.