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Latest / Impact Vector: AI Tools

A Coding Guide to NVIDIA’s Tile-Based GPU Programming: From cuTile and Triton Kernels to Flash Attention — 2026-07-12

## Short Segments Thinking Machines Lab advocates for AI that adapts to its users, not the other way around. Their latest report argues for customizable AI models that extend human judgment, challenging the current norm where AI is trained in limited settings and then frozen. The lab proposes four technical directions: developing strong, multimodal models; enabling user-driven fine-tuning; creating interfaces for better human-machine communication; and sharing research to broaden understanding. This approach aims to make AI more inclusive and aligned with user needs, potentially transforming…

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