{
  "path": "/3mleuhpjz622h",
  "site": "at://did:plc:3guzzweuqraryl3rdkimjamk/site.standard.publication/3mdt3wbdaak2z",
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  "title": "Making For You pay more attention to your older likes",
  "content": {
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              "plaintext": "Common feedback about 💖For You is that it is too reactive to your most recent likes:"
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              "plaintext": "To make it pay attention to your past likes I tested out a change where I give 10x less weight to your most recent likes compared to your older likes: "
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                      "uri": "https://foryou.club/playground",
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              ],
              "plaintext": "You can play with this parameter yourself in foryou.club/playground "
            }
          },
          {
            "$type": "pub.leaflet.pages.linearDocument#block",
            "block": {
              "$type": "pub.leaflet.blocks.text",
              "plaintext": "I ran this change in an A/B test in For You for 27 days and it showed some positive results:"
            }
          },
          {
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            "block": {
              "$type": "pub.leaflet.blocks.unorderedList",
              "children": [
                {
                  "$type": "pub.leaflet.blocks.unorderedList#listItem",
                  "content": {
                    "$type": "pub.leaflet.blocks.text",
                    "plaintext": "0.3% more users found something to like on a given day"
                  }
                },
                {
                  "$type": "pub.leaflet.blocks.unorderedList#listItem",
                  "content": {
                    "$type": "pub.leaflet.blocks.text",
                    "plaintext": "0.2% more feed loads per user - more interesting content to scroll through?"
                  }
                },
                {
                  "$type": "pub.leaflet.blocks.unorderedList#listItem",
                  "content": {
                    "$type": "pub.leaflet.blocks.text",
                    "plaintext": "1.1% more likes"
                  }
                },
                {
                  "$type": "pub.leaflet.blocks.unorderedList#listItem",
                  "content": {
                    "$type": "pub.leaflet.blocks.text",
                    "plaintext": "2.2% fewer \"show less like this\" interactions"
                  }
                },
                {
                  "$type": "pub.leaflet.blocks.unorderedList#listItem",
                  "content": {
                    "$type": "pub.leaflet.blocks.text",
                    "plaintext": "though also 1.8% fewer \"show more like this\" - unexpected, but at the same time it is a very rare interaction and could be noisy; compare +108K likes vs -580 \"show more like this\"."
                  }
                }
              ]
            }
          },
          {
            "$type": "pub.leaflet.pages.linearDocument#block",
            "block": {
              "$type": "pub.leaflet.blocks.text",
              "plaintext": "Here are the full results:"
            }
          },
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          {
            "$type": "pub.leaflet.pages.linearDocument#block",
            "block": {
              "$type": "pub.leaflet.blocks.text",
              "plaintext": "I enabled this logic for all users of For You this morning and I hope it will make your content more diverse and interesting!"
            }
          },
          {
            "$type": "pub.leaflet.pages.linearDocument#block",
            "block": {
              "$type": "pub.leaflet.blocks.text",
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  "description": "",
  "publishedAt": "2026-05-08T23:17:54.127Z"
}