{
  "path": "/notes/2024-ce-llm-3",
  "site": "at://did:plc:nhyitepp3u4u6fcfboegzcjw/site.standard.publication/3mchoxkwlsx2y",
  "tags": [
    "evidence",
    "llms",
    "ai",
    "conservation"
  ],
  "$type": "site.standard.document",
  "title": "Out-of-the-box LLMs are not ready for conservation decision making",
  "coverImage": {
    "$type": "blob",
    "ref": {
      "$link": "bafkreibj2i5xja43s2zmusthstvp3pbvwqz3gljbfpewao4pctint2symy"
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    "mimeType": "image/webp",
    "size": 16222
  },
  "description": "PLOS One publication showing pretrained LLMs perform poorly on conservation questions but improve dramatically with Conservation Evidence database training.",
  "publishedAt": "2025-05-16T00:00:00.000Z"
}