ATProto Browser

ATProto Browser

Experimental browser for the Atmosphere

Post

Interventions allow us to induce changes in LMs, but counterfactuals—at Pearl’s highest causal level—reveal how interventions change outputs. These are often conflated. We clarify this distinction and introduce a framework to generate true counterfactuals directly from LMs. (2/7)

Nov 12, 2024, 4:00 PM

Record data

{
  "uri": "at://did:plc:44c452tarmjjww2scoqgzgfv/app.bsky.feed.post/3lar7crdj2p2c",
  "cid": "bafyreihhcqsy2l33e7ml3e7sgg6vennnakvq6wb2ipklznir75zcg7pf44",
  "value": {
    "text": "Interventions allow us to induce changes in LMs, but counterfactuals—at Pearl’s highest causal level—reveal how interventions change outputs. These are often conflated. We clarify this distinction and introduce a framework to generate true counterfactuals directly from LMs. (2/7)",
    "$type": "app.bsky.feed.post",
    "embed": {
      "$type": "app.bsky.embed.images",
      "images": [
        {
          "alt": "",
          "image": {
            "$type": "blob",
            "ref": {
              "$link": "bafkreihwzbi3xchrz7komv4fqve6zlttidnm2zmcoyfjuduxo5rgvwgyze"
            },
            "mimeType": "image/jpeg",
            "size": 204123
          },
          "aspectRatio": {
            "width": 1431,
            "height": 422
          }
        }
      ]
    },
    "langs": [
      "en"
    ],
    "reply": {
      "root": {
        "cid": "bafyreiabstyra62a3o2bcpeqnbr743iqlnxxzyrj4ozy5qd3k3ytjbqcri",
        "uri": "at://did:plc:44c452tarmjjww2scoqgzgfv/app.bsky.feed.post/3lar7cqghep2c"
      },
      "parent": {
        "cid": "bafyreiabstyra62a3o2bcpeqnbr743iqlnxxzyrj4ozy5qd3k3ytjbqcri",
        "uri": "at://did:plc:44c452tarmjjww2scoqgzgfv/app.bsky.feed.post/3lar7cqghep2c"
      }
    },
    "createdAt": "2024-11-12T16:00:36.719Z"
  }
}