Feature

AI Won't Replace You—But Someone Using AI Will

AI Won't Replace You—But Someone Using AI Will

In this episode, Ben Lorica and Evangelos Simoudis discuss how AI is fundamentally reshaping the modern workplace. They explore the necessary evolution of knowledge work, from a focus on routine execution to problem definition and spec-driven development, and outline the critical skills professionals must cultivate—including rapid experimentation, AI agent orchestration, and systems thinking—to remain valuable and navigate a more volatile labor market.

CROSS — Leveraging AI ASICs for Homomorphic Encryption

CROSS — Leveraging AI ASICs for Homomorphic Encryption

The talk presents CROSS and Morph, two compiler frameworks that enable existing AI accelerators, like Google's TPUs, to efficiently execute cryptographic workloads. CROSS focuses on Homomorphic Encryption (HE) and Morph on Zero-Knowledge Proofs (ZKP), demonstrating how to transform high-precision modular arithmetic into low-precision matrix operations that TPUs excel at, thereby achieving state-of-the-art performance and energy efficiency without any hardware modifications.

Efficient Distributed Orthonormal Optimizers for Large-Scale Training

Efficient Distributed Orthonormal Optimizers for Large-Scale Training

Kwangjun Ahn from Microsoft Research provides a technical overview of orthonormal optimizers (like Muon and Dion2), a new class of algorithms for large-scale AI model training that are emerging as powerful successors to AdamW. The talk covers their theoretical foundations, empirical benefits, distributed implementation strategies, and practical guidelines for integration into modern training pipelines.

Cursor's Third Era: Cloud Agents — ft. Sam Whitmore, Jonas Nelle, Cursor

Cursor's Third Era: Cloud Agents — ft. Sam Whitmore, Jonas Nelle, Cursor

Cursor's team discusses their latest Cloud Agents launch, which gives agents full cloud VMs to test changes, record demo videos, and provide remote access. We explore parallel model swarms, bug reproduction workflows, and the future of agentic coding where throughput and new bottlenecks in review and CI/CD take center stage.

Software Security for Developers • Laur Spilca & Thomas Vitale • GOTO 2026

Software Security for Developers • Laur Spilca & Thomas Vitale • GOTO 2026

Author Laurentiu Spilca discusses his book 'Software Security for Developers', covering why developers avoid security, the dangers of reinventing standards like OAuth 2.0, the growing risks of AI-generated code, and the critical need to understand foundational concepts like encryption, hashing, and PKI.

Bridging Neurotechnology with Immersive Systems: Getting BCIs outside of the lab?

Bridging Neurotechnology with Immersive Systems: Getting BCIs outside of the lab?

This talk by Hakim Si-Mohammed explores the evolution of Brain-Computer Interfaces (BCIs) from clinical rehabilitation tools to integral components of immersive systems. It details research on integrating BCIs with Virtual and Augmented Reality (VR/AR), focusing on SSVEP-based interaction, user experience enhancements, and the development of passive, neuro-adaptive systems that respond to user mental states to mitigate issues like cybersickness.