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SW Design, Architecture & Clarity at Scale • Sam Newman, Jacqui Read & Simon Rohrer • GOTO 2025

SW Design, Architecture & Clarity at Scale • Sam Newman, Jacqui Read & Simon Rohrer • GOTO 2025

A panel discussion with Sam Newman, Jacqui Read, and Simon Rohrer exploring the intersection of software design and architecture. The conversation delves into the critical role of communication, the practical application of Architecture Decision Records (ADRs), strategies for bridging the gap between architects and developers, and modern approaches to standardization through platform engineering and creating agile enterprise architectures.

Most cybersecurity training doesn’t work. Can we change that?

Most cybersecurity training doesn’t work. Can we change that?

In an era where AI accelerates the speed, scale, and polish of cyberattacks like phishing and deepfakes, the human element remains the most critical variable. This discussion explores why traditional 'checkbox' training fails and how immersive, stress-inducing simulations like the cyber range are essential for building the muscle memory, confidence, and decision-making skills needed for effective incident response.

"We Made a Dream Machine That Runs on Your Gaming PC"

"We Made a Dream Machine That Runs on Your Gaming PC"

Shahbuland Matiana and Andrew Lapp from Overworld Labs introduce Waypoint 1, a 2 billion-parameter open-source world simulation model designed to run on consumer hardware at 60 FPS. They discuss its novel architecture, which combines a causal language model with an image diffusion model to denoise frames in real-time based on user prompts and controller inputs, emphasizing low-latency interaction and the importance of local execution for user privacy.

What a $42B Software Co. Really Spends on AI Tools | Mike Cannon-Brookes

What a $42B Software Co. Really Spends on AI Tools | Mike Cannon-Brookes

Atlassian Co-Founder & CEO Mike Cannon-Brookes shares insights from a massive internal study of over 10,000 engineers using AI coding tools. He discusses the true measures of developer productivity, the future of developer roles, and why human-AI collaboration, powered by organizational context, is the key to the future.

AI & Education: Generative AI & the Future of Critical Thinking

AI & Education: Generative AI & the Future of Critical Thinking

The author argues for embracing generative AI in education, shifting the focus from outdated skills like memorization to future-ready competencies such as critical thinking, adaptability, and creativity. The summary explores the pros and cons, practical applications like personalized tutoring and enhanced accessibility, and the necessity of teaching AI literacy and ethics to prepare students for the modern workplace.

Why The AI Era Is Unlike Any Technology Shift Before

Why The AI Era Is Unlike Any Technology Shift Before

The a16z AI Apps team outlines their investment framework for the current AI application cycle, which they see as the fastest product shift in software history. They detail three core themes for building defensible businesses: AI-native software for greenfield markets, applications that replace labor by owning entire workflows, and "walled garden" businesses built on proprietary data moats.