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Join Nikolaos Vasiloglou, VP of Research ML at RelationalAI, as he traces the evolution of AI from early neural networks through kernel methods, gradient boosted trees, and the deep learning revolution that transformed the field. He shares valuable insights on addressing hallucinations in AI systems through fact-checking, human annotation, and offline curation, while emphasizing the growing importance of Graph RAG (Retrieval-Augmented Generation) as a practical solution that bridges neural networks' generalization capabilities with symbolic AI's accuracy and speed. He explores agentic systems, both macro and micro approaches, and offers his perspective on recent developments like DeepSeek's R1 model, suggesting that while efficiency improvements are inevitable, they don't necessarily threaten established players in the field.
Join Aaron Painter, CEO of Nametag, as he shares his journey from a 14-year Microsoft career spanning multiple countries to founding a company focused on solving modern identity verification challenges after witnessing widespread identity theft during the pandemic. Painter discusses how fraud has evolved from simple check scams to sophisticated digital impersonation using deepfakes, particularly highlighting the surge in remote work-related security threats and the rise of elaborate payroll scams targeting major corporations. His company, Nametag, tackles these challenges through DeepFake Defense technology, which utilizes mobile platforms' security features to prevent injection attacks and verify authentic identities, while emphasizing the continued importance of Multi-Factor Authentication and maintaining healthy skepticism in digital interactions.
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