Gradient Dissent: Conversations on AI

AI-First Autonomous Driving: End-to-End Learning Beats Infrastructure

Wayve's AI-first approach to autonomous driving learns to generalize across diverse environments, bypassing the costly infrastructure and mapping of traditional methods.

Embracing Complexity and Discomfort for Durable System Advantage

Build resilient systems by prioritizing durable architectural choices over immediate fixes, unlocking long-term competitive advantages that naive approaches cannot replicate.

Axiom's Bet on AI Verification Over Generation

AI's future hinges on proving its creations correct. Discover how rigorous verification, not just generation, builds trustworthy AI for high-stakes applications.

Atlassian's AI Strategy: Human-AI Collaboration for Sustainable Growth

AI amplifies human creativity, shifting productivity from coding speed to customer value. Discover how this human-AI collaboration drives sustainable growth and redefines success.

Specialized AI Clouds Outperform General-Purpose Clouds for GPU Workloads

Specialized "Neo Clouds" like CoreWeave outperform general-purpose clouds by optimizing infrastructure specifically for AI's extreme GPU and data throughput demands.

Rerun's ECS Data Model Enables Physical AI Breakthroughs

Unlock advanced robotics and manipulation. Rerun's Entity Component System handles complex sensor data, making previously impossible AI tasks routine and simplifying debugging.

Runway ML's Gen 4.5: Beyond Generation, Towards Reality Simulation

Runway ML's Gen 4.5 conquers video AI leaderboards through empirical research and creative experimentation, evolving models into universal simulation engines for reality beyond media.

Specialized AI Inference: Infrastructure, Performance, and Developer Experience

Master AI inference infrastructure for custom models, optimizing performance and developer experience beyond basic serving to unlock true innovation and competitive advantage in a rapidly evolving market.

Beyond Bounding Boxes: High-Skill Data for Frontier AI

AI Empowers Every Employee with a Personal Executive Team

DeepL's Specialized AI: Data, Compute, and Translation Mastery