Only 25% of businesses have deployed AI in production, with fewer than a quarter achieving tangible results, according to a Vellum report. Key challenges include identifying viable use cases, a lack of technical expertise, and issues such as model hallucinations. While OpenAI remains dominant, open-source models are gaining traction. Advanced tools and automated evaluations are essential to overcoming obstacles and maximising AI's impact, which could significantly transform enterprises by 2025.

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