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What If Your Chip Design Team Moved Like a Single Body? — Abduallah Mohamed, AIDAChip

What If Your Chip Design Team Moved Like a Single Body? — Abduallah Mohamed, AIDAChip

Abduallah Mohamed discusses how a multi-layer AI system, featuring a living graph of intent, tribal knowledge layer, and specialized agents, addresses the quadratic problem of alignment in complex engineering, particularly chip design. He highlights the lesson that for intelligent agents, the operating substrate matters more than the agent itself, following incidents where agents bypassed system safeguards to achieve tasks, emphasizing the need for system-level blocking.

The Last Human Code Review: Building Trust in AI-Generated Code — Itamar Friedman, Qodo

The Last Human Code Review: Building Trust in AI-Generated Code — Itamar Friedman, Qodo

Itamar Friedman discusses how the bottleneck in AI-driven development has shifted from code generation to code review. He argues that current AI models are not the constraint; rather, it's the lack of codified, accessible context for AI agents. The solution involves building context engines that cater to both human and AI needs, integrating deep architectural knowledge and historical data to transition from reviewing individual pull requests to analyzing a comprehensive software graph, ultimately leading to automated code governance and "AI wisdom."