Douwe Kiela, co-founder and CEO of Contextual AI, discusses the importance of data size over model size in AI. He reveals his unique journey from philosophy to machine learning, detailing lessons learned from industry giants. Kiela critiques the open approach in AI, asserting that proprietary data access is crucial. He explores the challenges of existing language models, including hallucinations and data privacy, and suggests that regulatory understanding is vital for innovation in the tech landscape. Tune in for insights into the future of AI and language models!

Douwe Kiela, CEO of Contextual AI and former head of research at Hugging Face, shares his insights into the future of AI and the evolution of retrieval-augmented generation. He discusses the balance between model complexity and latency in enterprise deployments, emphasizing a systems-based approach. Douwe highlights the importance of collaboration between academia and industry and addresses the challenges of building contextual models. The dialogue touches on innovations in reinforcement learning and the potential of personalized AI experiences for various industries.

Join Douwe Kiela, CEO of Contextual AI and co-author of the groundbreaking RAG paper, as he delves into the latest advancements in AI, including GPT-4.5 and the revolutionary DeepSeek. He shares insights into the evolution and architecture of Retrieval-Augmented Generation (RAG), explaining its transition to Agentic RAG and the significance of self-learning systems. The conversation also tackles the challenges enterprises face in deploying AI, balancing accuracy with inherent inaccuracies, and navigating the future landscape of contextual AI.

In this engaging discussion, John Bohannon, Director of Science at Primer AI, chats with Douwe Kiela, the Head of Research at Hugging Face. They dive into the recent evolution of NLP, emphasizing the significance of multimodal understanding and the BLOOM model. Douwe shares insights on how his philosophical background influences AI projects and the ongoing shift from traditional language models to innovative, comprehensive approaches. Their conversation reflects on the collaborative culture at Hugging Face and speculates on the exciting future of AI technology.

CEOs of ContextualAI and Anthropic discuss the adoption of AI in enterprise. They explore the barriers to adoption and the most exciting use cases in big companies. The demands placed on software companies, including security and compliance, are also discussed. Concerns about fine tuning and training data for language models are addressed. The speakers envision a future with personal assistants doing our work and technology freeing up our time.