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    <title>Minerka — Research</title>
    <link>https://minerka.com/library/research/</link>
    <description>Papers, system cards, and technical reports. A product post, a system card, and a paper are different evidence.</description>
    <lastBuildDate>Mon, 02 Nov 2026 11:29:44 +0000</lastBuildDate>
    <item>
      <title>Artificial Analysis puts 60 percent of its index on private tests, and Opus 5.5 leads at 58</title>
      <link>https://minerka.com/stories/aa-intelligence-index-v5/</link>
      <guid>https://minerka.com/stories/aa-intelligence-index-v5/</guid>
      <description>On October 27, 2026, Artificial Analysis replaced its Intelligence Index. Sixty percent of the new index uses private tests or held-out answers. Claude Opus 5.5 leads at 58. Artificial Analysis says the gap to the best open-weights model widened from 3 points to 12. Start here (ranks, prices, unknown): https://minerka.com/learn/</description>
      <pubDate>October 27, 2026</pubDate>
    </item><item>
      <title>Anthropic&#x27;s partners report a 70 percent shorter design, and the drugs are not in people yet</title>
      <link>https://minerka.com/stories/anthropic-drug-development/</link>
      <guid>https://minerka.com/stories/anthropic-drug-development/</guid>
      <description>On October 27, 2026, Anthropic said six drug partners have been using Claude. Generate Biomedicines reported one design about 70 percent shorter that, in lab tests, let immune cells make roughly 10 times as many receptors. Anthropic says the work is mostly preclinical. Start here (ranks, prices, unknown): https://minerka.com/learn/</description>
      <pubDate>October 27, 2026</pubDate>
    </item><item>
      <title>Ai2 finds a novelty judge can fall from 93.5 percent to 40.9 percent when the prompt changes</title>
      <link>https://minerka.com/stories/ai2-novelty-judges/</link>
      <guid>https://minerka.com/stories/ai2-novelty-judges/</guid>
      <description>On October 27, 2026, the Allen Institute for AI released a study of models that score whether a research idea is new. For GPT-5.4, one prompt scored 93.5 percent on pairs of human and generated ideas. A shorter prompt on the same pairs scored 40.9 percent. A simple Claude Opus 4.6 prompt cost $2.59 and beat two purpose-built judges that cost $30.66 and $82.05. Start here (ranks, prices, unknown): https://minerka.com/learn/</description>
      <pubDate>October 27, 2026</pubDate>
    </item><item>
      <title>Epoch grades two leading models at 65 percent of its own work standard</title>
      <link>https://minerka.com/stories/epoch-automation-reports/</link>
      <guid>https://minerka.com/stories/epoch-automation-reports/</guid>
      <description>Epoch AI scored models on tasks from its own work. Claude Fable 5.1 and GPT-6 Astra each averaged 65 percent of the rubric. Epoch says 100 percent is the line at which a task can be handed over, and that a 65 percent result is still a failed task. Start here (ranks, prices, unknown): https://minerka.com/learn/</description>
      <pubDate>October 8, 2026</pubDate>
    </item><item>
      <title>Carbon-A proposes 566 million gene candidates across 22,617 species</title>
      <link>https://minerka.com/stories/carbon-a/</link>
      <guid>https://minerka.com/stories/carbon-a/</guid>
      <description>Hugging Face released a gene-finding model and a database of 566 million predicted protein-coding loci. Start here (ranks, prices, unknown): https://minerka.com/learn/</description>
      <pubDate>October 8, 2026</pubDate>
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