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The Mathematical Foundations of Intelligence [Professor Yi Ma]

The Mathematical Foundations of Intelligence [Professor Yi Ma]

Professor Yi Ma presents a unified mathematical theory of intelligence based on two principles: Parsimony and Self-Consistency. He argues that current AI, particularly LLMs, excels at memorization by compressing already-compressed human knowledge (text), but fails at true abstraction and understanding. His framework, centered on maximizing the coding rate reduction of data, provides a first-principles derivation for architectures like Transformers (CRATE) and explains phenomena like the effectiveness of gradient descent through the concept of benign non-convex landscapes.

Rocket Companies CEO: Here’s How to Fix the Housing Crisis

Rocket Companies CEO: Here’s How to Fix the Housing Crisis

Alex Rampell (a16z) and Varun Krishna (Rocket CEO) discuss the housing affordability crisis, driven by asset inflation and supply constraints. They explore how Rocket Mortgage is evolving into a homeownership company by vertically integrating the entire housing funnel through strategic acquisitions like Redfin, aiming to turn a once-in-a-lifetime transaction into an everyday relationship.

Marc Andreessen and Ben Horowitz on the State of AI

Marc Andreessen and Ben Horowitz on the State of AI

A discussion with Marc Andreessen and Ben Horowitz on the true nature of AI creativity, the limitations of intelligence in leadership, why the current AI boom is not a bubble, and the coming platform shifts and geopolitical race in robotics.

Connection is Everything • Ken Hughes • GOTO 2025

Connection is Everything • Ken Hughes • GOTO 2025

In an increasingly digital world, genuine human connection is paramount. This presentation explores the shift in consumer values across seven generations, urging developers to move beyond transactional software and focus on four key pillars: making the user the center of their world (the 'Blue Dot' consumer), exceeding their ever-rising expectations, embracing the 'phygital' reality shaped by AI, and building deep, relational connections, exemplified by Taylor Swift's fan engagement.

Infrastructure as Code • Kief Morris & Abby Bangser

Infrastructure as Code • Kief Morris & Abby Bangser

Kief Morris, author of 'Infrastructure as Code', and Abby Bangser discuss the evolution of IaC over the past decade. They explore the move from server configuration to complex cloud architectures, the limitations of current tooling, and the need for higher-level abstractions, while also looking ahead to the potential impact of AI and the critical role of platform engineering in connecting infrastructure to specific business needs.

Tech Leadership Challenges: Communication & AI at Financial Times • Alice Bartlett & Charles Humble

Tech Leadership Challenges: Communication & AI at Financial Times • Alice Bartlett & Charles Humble

Alice Bartlett, Tech Director at the Financial Times, offers a deep dive into her leadership role, managing a 70-person team responsible for FT.com and the mobile apps. She discusses the transition from principal engineer to director, the art of managing stakeholder relationships, strategies for tackling technical debt, and her nuanced perspective on the impact of AI on software development and team dynamics.