<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/">
  <channel>
    <title>Elnora AI Blog</title>
    <link>https://elnora.ai/blog</link>
    <description>How Elnora's team runs lab science with AI agents.</description>
    <language>en-us</language>
    <lastBuildDate>Fri, 11 Sep 2026 23:10:28 GMT</lastBuildDate>
    <atom:link href="https://elnora.ai/blog/feed.xml" rel="self" type="application/rss+xml"/>
    <item>
      <title>AI in biology depends on reading your own instrument&apos;s data</title>
      <link>https://elnora.ai/blog/ai-in-biology-depends-on-reading-your-own-instrument-data</link>
      <guid isPermaLink="true">https://elnora.ai/blog/ai-in-biology-depends-on-reading-your-own-instrument-data</guid>
      <pubDate>Fri, 11 Sep 2026 00:00:00 GMT</pubDate>
      <category>Data</category>
      <dc:creator>Carmen Kivisild</dc:creator>
      <description><![CDATA[Protein structure prediction, image analysis and AI-written research code are already real. A lab that wants to automate lab data analysis with an AI agent needs one that reads the files its own instruments write.]]></description>
    </item>
    <item>
      <title>Start training for the lab job AI is changing</title>
      <link>https://elnora.ai/blog/start-training-for-the-lab-job-ai-is-changing</link>
      <guid isPermaLink="true">https://elnora.ai/blog/start-training-for-the-lab-job-ai-is-changing</guid>
      <pubDate>Thu, 10 Sep 2026 00:00:00 GMT</pubDate>
      <category>Agents</category>
      <dc:creator>Carmen Kivisild</dc:creator>
      <description><![CDATA[A scientist's job is a bundle of tasks that are changing at different speeds, and the labs that adopt now, while still teaching the underlying skill, are the ones that keep both the speed and the judgement.]]></description>
    </item>
    <item>
      <title>Share your product&apos;s evidence and Elnora can recommend it</title>
      <link>https://elnora.ai/blog/share-your-products-evidence-and-elnora-can-recommend-it</link>
      <guid isPermaLink="true">https://elnora.ai/blog/share-your-products-evidence-and-elnora-can-recommend-it</guid>
      <pubDate>Wed, 09 Sep 2026 00:00:00 GMT</pubDate>
      <category>Agents</category>
      <dc:creator>Carmen Kivisild</dc:creator>
      <description><![CDATA[Vendors who want a product named in a protocol have to give Elnora the same evidence a scientist would check: datasheets, application notes and the runs behind them, including the ones that failed.]]></description>
    </item>
    <item>
      <title>How one scientist covers a team&apos;s worth of expertise</title>
      <link>https://elnora.ai/blog/how-one-scientist-covers-a-teams-worth-of-expertise</link>
      <guid isPermaLink="true">https://elnora.ai/blog/how-one-scientist-covers-a-teams-worth-of-expertise</guid>
      <pubDate>Tue, 08 Sep 2026 00:00:00 GMT</pubDate>
      <category>Agents</category>
      <dc:creator>Carmen Kivisild</dc:creator>
      <description><![CDATA[How do scientists use AI agents in the lab? Increasingly to run computational biology, quality control and design of experiments work outside their formal training, as long as they still supply the judgement that decides whether the answer is right.]]></description>
    </item>
    <item>
      <title>Testing an agent when there is no right answer</title>
      <link>https://elnora.ai/blog/testing-an-agent-when-there-is-no-right-answer</link>
      <guid isPermaLink="true">https://elnora.ai/blog/testing-an-agent-when-there-is-no-right-answer</guid>
      <pubDate>Fri, 04 Sep 2026 00:00:00 GMT</pubDate>
      <category>Workflow</category>
      <dc:creator>Carmen Kivisild</dc:creator>
      <description><![CDATA[An answer key only covers the questions that have one. How to evaluate an AI agent for scientific work when two good scientists would disagree, by scoring provenance, negatives, and the judge itself.]]></description>
    </item>
    <item>
      <title>How to test an AI agent on your own lab data</title>
      <link>https://elnora.ai/blog/how-to-test-an-ai-agent-on-your-own-lab-data</link>
      <guid isPermaLink="true">https://elnora.ai/blog/how-to-test-an-ai-agent-on-your-own-lab-data</guid>
      <pubDate>Fri, 04 Sep 2026 00:00:00 GMT</pubDate>
      <category>Workflow</category>
      <dc:creator>Carmen Kivisild</dc:creator>
      <description><![CDATA[Every list of the best AI tools for biology research is written from demos. The method we run on Elnora: synthetic data from a model you control, a withheld answer key, and defects you never mention.]]></description>
    </item>
    <item>
      <title>Do not convert your CSV to Excel to help the agent</title>
      <link>https://elnora.ai/blog/do-not-convert-your-csv-to-excel</link>
      <guid isPermaLink="true">https://elnora.ai/blog/do-not-convert-your-csv-to-excel</guid>
      <pubDate>Fri, 04 Sep 2026 00:00:00 GMT</pubDate>
      <category>Data</category>
      <dc:creator>Risto Jamul</dc:creator>
      <description><![CDATA[Scientists open the CSV their machine wrote and prepare it with colour codes and tabs. Handing that to an AI tool to analyze plate reader data passes on the answer you already expected.]]></description>
    </item>
    <item>
      <title>How we draft with agents, and how Elnora drafts for your lab</title>
      <link>https://elnora.ai/blog/how-we-draft-every-document-with-agents</link>
      <guid isPermaLink="true">https://elnora.ai/blog/how-we-draft-every-document-with-agents</guid>
      <pubDate>Wed, 02 Sep 2026 00:00:00 GMT</pubDate>
      <category>Workflow</category>
      <dc:creator>Carmen Kivisild</dc:creator>
      <description><![CDATA[The loop behind every document at Elnora, a shared knowledge base, an agent that drafts from it, a review pass and the result filed back, is how Elnora works as an AI agent that drafts lab reports from your data.]]></description>
    </item>
  </channel>
</rss>