Eight rules for teaching with AI this fall
Kevin Bryan on what students still have to learn without a model, what to stop assigning because it is cheatable, and how to grade when incentives actually matter.
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Santiago on the Agents CLI. Build, deploy, and watch a small multi-agent system without the usual harness ceremony.
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AI-native thinking
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Baoyu's Tencent talk. Find demand on the model capability line, kill bad ideas with prototypes, then redesign so the agent verifies itself.
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Worktrees and coding agents
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David Gomes on harness-managed git worktrees versus letting the agent own the tree. The second one tends to become abstract art.
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What happens when a GPU writes memory
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Fergus Finn follows an RTX 4090 STG.E from the warp through L1, L2, dirty lines, write-back, and DRAM. The store finishes in 6 cycles. The data gets to DRAM later.
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