🐦 Twitter Post Details

Viewing enriched Twitter post

@sara_drag

Is Muon as good as they say? We looked beyond training speed and found a hidden cost: Muon loses the simplicity bias of older optimizers like gradient descent — and this matters for generalization. https://t.co/t85NhOtCsG

Media 1

📊 Media Metadata

{
  "media": [
    {
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2071927620564815937/media_0.jpg",
      "media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2071927620564815937/media_0.jpg",
      "type": "photo",
      "filename": "media_0.jpg"
    }
  ],
  "processed_at": "2026-07-02T01:03:07.315582",
  "pipeline_version": "2.0"
}

🔧 Raw API Response

{
  "type": "tweet",
  "id": "2071927620564815937",
  "url": "https://x.com/sara_drag/status/2071927620564815937",
  "twitterUrl": "https://twitter.com/sara_drag/status/2071927620564815937",
  "text": "Is Muon as good as they say? We looked beyond training speed and found a hidden cost: Muon loses the simplicity bias of older optimizers like gradient descent — and this matters for generalization. https://t.co/t85NhOtCsG",
  "source": "Twitter for iPhone",
  "retweetCount": 31,
  "replyCount": 10,
  "likeCount": 255,
  "quoteCount": 2,
  "viewCount": 19664,
  "createdAt": "Tue Jun 30 12:03:33 +0000 2026",
  "lang": "en",
  "bookmarkCount": 213,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "2071927620564815937",
  "displayTextRange": [
    0,
    197
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "sara_drag",
    "url": "https://x.com/sara_drag",
    "twitterUrl": "https://twitter.com/sara_drag",
    "id": "1394739275632160770",
    "name": "Sara Dragutinovic",
    "isVerified": false,
    "isBlueVerified": false,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1897230703261097984/qWoazIdd_normal.jpg",
    "coverPicture": "https://pbs.twimg.com/profile_banners/1394739275632160770/1741170069",
    "description": "ML PhD @ NYU | Maths & CS @ Oxford",
    "location": "",
    "followers": 108,
    "following": 201,
    "status": "",
    "canDm": false,
    "canMediaTag": true,
    "createdAt": "Tue May 18 19:39:58 +0000 2021",
    "entities": {
      "description": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 72,
    "hasCustomTimelines": false,
    "isTranslator": false,
    "mediaCount": 5,
    "statusesCount": 10,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [],
    "profile_bio": {},
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "allow_download_status": {
          "allow_download": true
        },
        "display_url": "pic.x.com/t85NhOtCsG",
        "expanded_url": "https://x.com/sara_drag/status/2071927620564815937/photo/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "features": {
          "large": {
            "faces": []
          },
          "medium": {
            "faces": []
          },
          "orig": {
            "faces": []
          },
          "small": {
            "faces": []
          }
        },
        "id_str": "2071925243602497536",
        "indices": [
          198,
          221
        ],
        "media_key": "3_2071925243602497536",
        "media_results": {
          "result": {
            "media_key": "3_2071925243602497536"
          }
        },
        "media_url_https": "https://pbs.twimg.com/media/HMD1CBIXcAA6hvP.jpg",
        "original_info": {
          "focus_rects": [
            {
              "h": 1868,
              "w": 3335,
              "x": 0,
              "y": 0
            },
            {
              "h": 2140,
              "w": 2140,
              "x": 0,
              "y": 0
            },
            {
              "h": 2140,
              "w": 1877,
              "x": 0,
              "y": 0
            },
            {
              "h": 2140,
              "w": 1070,
              "x": 215,
              "y": 0
            },
            {
              "h": 2140,
              "w": 3335,
              "x": 0,
              "y": 0
            }
          ],
          "height": 2140,
          "width": 3335
        },
        "sizes": {
          "large": {
            "h": 1314,
            "resize": "fit",
            "w": 2048
          },
          "medium": {
            "h": 770,
            "resize": "fit",
            "w": 1200
          },
          "small": {
            "h": 436,
            "resize": "fit",
            "w": 680
          },
          "thumb": {
            "h": 150,
            "resize": "crop",
            "w": 150
          }
        },
        "type": "photo",
        "url": "https://t.co/t85NhOtCsG"
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "media": [
      {
        "allow_download_status": {
          "allow_download": true
        },
        "display_url": "pic.x.com/t85NhOtCsG",
        "expanded_url": "https://x.com/sara_drag/status/2071927620564815937/photo/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "features": {
          "large": {
            "faces": []
          },
          "medium": {
            "faces": []
          },
          "orig": {
            "faces": []
          },
          "small": {
            "faces": []
          }
        },
        "id_str": "2071925243602497536",
        "indices": [
          198,
          221
        ],
        "media_key": "3_2071925243602497536",
        "media_results": {
          "result": {
            "media_key": "3_2071925243602497536"
          }
        },
        "media_url_https": "https://pbs.twimg.com/media/HMD1CBIXcAA6hvP.jpg",
        "original_info": {
          "focus_rects": [
            {
              "h": 1868,
              "w": 3335,
              "x": 0,
              "y": 0
            },
            {
              "h": 2140,
              "w": 2140,
              "x": 0,
              "y": 0
            },
            {
              "h": 2140,
              "w": 1877,
              "x": 0,
              "y": 0
            },
            {
              "h": 2140,
              "w": 1070,
              "x": 215,
              "y": 0
            },
            {
              "h": 2140,
              "w": 3335,
              "x": 0,
              "y": 0
            }
          ],
          "height": 2140,
          "width": 3335
        },
        "sizes": {
          "large": {
            "h": 1314,
            "resize": "fit",
            "w": 2048
          },
          "medium": {
            "h": 770,
            "resize": "fit",
            "w": 1200
          },
          "small": {
            "h": 436,
            "resize": "fit",
            "w": 680
          },
          "thumb": {
            "h": 150,
            "resize": "crop",
            "w": 150
          }
        },
        "type": "photo",
        "url": "https://t.co/t85NhOtCsG"
      }
    ]
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "article": null
}