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Visual LLM-guided consensus spatial domain detection with L-STAR

Spatial domain detection is a central task in spatial transcriptomics, yet existing methods exhibit highly variable performance across datasets. We introduce L-STAR, a visual LLM-guided, consensus-based framework that leverages the visual reasoning capacity of large language models to adaptively rank and integrate spatial domain detection methods. L-STAR achieves robust and consistently improved…

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I Gave GitHub Copilot CLI a Memory I Own

Honestly, I was not trying to build a memory system. I just wanted to talk to Copilot CLI the way I would talk to another developer: “Save this debugging finding to local memory: the Redis integration…

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I Built an Autonomous AI Agent That Hunts Bounties. Here's What Happened.

I Built an Autonomous AI Agent That Hunts Bounties. Here's What Happened. The Setup I gave an AI agent one job: find paid work online, build the deliverable, and earn money — autonomously.

  • AI agent scoured over 232+ listings across multiple platforms
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