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Cell-Lens: Advancing LLM Reasoning at Single-Cell Resolution

Recent work applies large language models (LLMs) to single-cell data, but the cell usually reaches the model as a short ranked list of genes. This list drops much of what defines a cell, so the model reasons from a partial view. Yet the information is not lost in the measurement, only in the text. Here, we introduce Cell-Lens, a training-free structured representation of the measured cell. It…

We haven't written up this one. bioRxiv has the full story — the link below goes straight to it.

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Google's Ax and Anthropic's Financial Services Are Trending — But Who Solves Long-Running Workflow Resilience?

Today's GitHub Trending reveals a clear shift: Agent orchestration is moving from "can run" to "can run to completion." Let's look at three repos that tell this story: Google's Open Agentic…

  • Google's Ax and Anthropic's financial services trending on GitHub
  • No existing solution addresses workflow-level checkpoint recovery
  • iflytek's astron-agent fills gap with state persistence and fault tolerance

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