Félix GV, an architect of LinkedIn's Venice database, discusses its unbundled, planetary-scale architecture. He covers how components like Kafka and RocksDB form independent distributed systems, details their rigorous chaos engineering practices, explains CAP theorem trade-offs in multi-region deployments, and explores the experimental integration of DuckDB for SQL-based analytics.
![If You Can't See Inside, How Do You Know It's THINKING? [Dr. Jeff Beck]](https://img.youtube.com/vi/Ucqfb33GJJ4/maxresdefault.jpg)
Dr. Jeff Beck explores the philosophical and technical definitions of agency, arguing that the distinction between an agent and an object lies in computational sophistication, particularly the capacity for planning and counterfactual reasoning. The conversation provides a deep dive into Energy-Based Models (EBMs), Yann LeCun's JEPA for learning in latent space, and a pragmatic approach to AI safety centered on inverse reinforcement learning rather than fears of rogue superintelligence.
![Fully Connected Tokyo: [Hands-on workshop] Automation of document workflows in financial industry](https://img.youtube.com/vi/3VJZhKEG4ik/maxresdefault.jpg)
This workshop by Upstage demonstrates how to automate financial document workflows using a combination of their specialized Document AI (Document Parse) and Large Language Models (LLMs). The session covers building robust information extraction pipelines, addressing challenges like varied templates and data formatting, and implementing systematic evaluation using Weights & Biases Weave. It also presents real-world case studies from the insurance industry, showcasing significant improvements in efficiency and data utilization.
Akshay Mittal discusses the evolution of enterprise AI, focusing on the crucial shift from reactive to predictive security through AI-augmented DevSecOps. He explores how to productionize agentic AI workflows using AIOps and Kubernetes, and emphasizes the non-negotiable need for explainable AI (XAI) in critical systems.
![Abstraction & Idealization: AI's Plato Problem [Mazviita Chirimuuta]](https://img.youtube.com/vi/yq318DIwPqw/maxresdefault.jpg)
Professor Mazviita Chirimuuta discusses the philosophical underpinnings of neuroscience, challenging the brain-as-computer metaphor. She introduces 'haptic realism'—a view of knowledge as interactive and constructed—and argues for the inseparability of embodiment, finitude, and true understanding in both humans and AI.
CJ Desai, CEO of MongoDB, discusses why platforms, not products, are the key to long-term success in the software industry, especially in the age of AI. He explores the shifting landscape of enterprise software, the reality of AI adoption in Fortune 500 companies, and what truly constitutes a "moat" when software can be generated on demand.