Day 2 of #DTS2024!
This time Aleksander Obuchowski, our Head of AI, gave a technical talk about the challenges of using #LLMs in production systems. He shared insights from K2 AI's journey in harnessing the power of LLMs for content generation while ensuring the efficiency and quality standards respecting K2 AI values:
⚖️ responsibility
⬆️ efficiency
📈 quality.
Aleksander presented a detailed breakdown of their AI-assisted editorial process, where AI and editors collaborate closely, leading to editors having more time per text and a notable improvement in text quality. Despite the successes, he candidly discussed the hurdles, such as #finetuning challenges with the OpenAI API, prompting for length variations, and the limitations of open-source #LLM.
The presentation was a deep dive into the real-world application of AI, demonstrating both its potential and its limitations. A key takeaway was the importance of continuous improvement through feedback loops, prompt engineering, and the critical role of human oversight in AI-generated content.
#AI #TechInnovation #ContentGeneration #K2AI #AIChallenges
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3moUsing open source data and machine learning aligns perfectly with the growing need for informed decision-making in today's complex world.