🐦 Twitter Post Details

Viewing enriched Twitter post

@MilkRoadAI

For the first time in 150 years of professional baseball, a human official just got publicly overruled by an algorithm. The batter takes strike three and the umpire calls the inning over but instead of walking to the dugout, the batter taps his helmet. That tap triggers a review by twelve high speed Sony cameras installed around the perimeter of the ballpark, tracking the pitch to within one sixth of an inch. The system renders a verdict in fifteen seconds, and the scoreboard shows every person in the stadium a 3D animated replay of exactly where the pitch crossed the plate. In the first week of the 2026 season, more than half of all challenges proved the umpire's call was wrong and even at their best, human umpires still missed roughly eleven calls per game. Veteran umpire C.B. Bucknor, who has worked in this league for decades had multiple calls reversed by the system in a single game. The technology itself originated in a British military lab tracking fighter jets in NATO training exercises, then became the Hawk-Eye platform Sony now deploys across tennis, soccer, cricket, and the Olympics. Tennis ran this exact experiment first, and within fifteen years there were no human line judges left at Wimbledon or the US Open. Sports betting is now legal in 38 states with individual pitch outcomes tied to real-money wagers, turning every missed call into a liability in a regulated billion dollar market. This is what AI is supposed to do, not replace human judgment everywhere, but step in where the stakes are clear, the data is objective and the cost of being wrong is real.

📊 Media Metadata

{
  "media": [
    {
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2038643179071668484/media_0.mp4",
      "media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2038643179071668484/media_0.mp4",
      "type": "video",
      "filename": "media_0.mp4"
    }
  ],
  "processed_at": "2026-03-30T18:06:39.596914",
  "pipeline_version": "2.0"
}

🔧 Raw API Response

{
  "type": "tweet",
  "id": "2038643179071668484",
  "url": "https://x.com/MilkRoadAI/status/2038643179071668484",
  "twitterUrl": "https://twitter.com/MilkRoadAI/status/2038643179071668484",
  "text": "For the first time in 150 years of professional baseball, a human official just got publicly overruled by an algorithm.\n\nThe batter takes strike three and the umpire calls the inning over but instead of walking to the dugout, the batter taps his helmet.\n\nThat tap triggers a review by twelve high speed Sony cameras installed around the perimeter of the ballpark, tracking the pitch to within one sixth of an inch.\n\nThe system renders a verdict in fifteen seconds, and the scoreboard shows every person in the stadium a 3D animated replay of exactly where the pitch crossed the plate.\n\nIn the first week of the 2026 season, more than half of all challenges proved the umpire's call was wrong and even at their best, human umpires still missed roughly eleven calls per game.\n\nVeteran umpire C.B. Bucknor, who has worked in this league for decades had multiple calls reversed by the system in a single game.\n\nThe technology itself originated in a British military lab tracking fighter jets in NATO training exercises, then became the Hawk-Eye platform Sony now deploys across tennis, soccer, cricket, and the Olympics.\n\nTennis ran this exact experiment first, and within fifteen years there were no human line judges left at Wimbledon or the US Open.\n\nSports betting is now legal in 38 states with individual pitch outcomes tied to real-money wagers, turning every missed call into a liability in a regulated billion dollar market.\n\nThis is what AI is supposed to do, not replace human judgment everywhere, but step in where the stakes are clear, the data is objective and the cost of being wrong is real.",
  "source": "Twitter for iPhone",
  "retweetCount": 11,
  "replyCount": 6,
  "likeCount": 31,
  "quoteCount": 0,
  "viewCount": 5553,
  "createdAt": "Mon Mar 30 15:43:04 +0000 2026",
  "lang": "en",
  "bookmarkCount": 10,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "2038643179071668484",
  "displayTextRange": [
    0,
    274
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "MilkRoadAI",
    "url": "https://x.com/MilkRoadAI",
    "twitterUrl": "https://twitter.com/MilkRoadAI",
    "id": "1983916015877812224",
    "name": "Milk Road AI",
    "isVerified": false,
    "isBlueVerified": false,
    "verifiedType": "Business",
    "profilePicture": "https://pbs.twimg.com/profile_images/1988194042337796096/oUY9xu3n_normal.jpg",
    "coverPicture": "https://pbs.twimg.com/profile_banners/1983916015877812224/1762274800",
    "description": "",
    "location": "JOIN HERE →",
    "followers": 15415,
    "following": 217,
    "status": "",
    "canDm": false,
    "canMediaTag": true,
    "createdAt": "Thu Oct 30 15:17:16 +0000 2025",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 564,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 442,
    "statusesCount": 2344,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [
      "2038643179071668484"
    ],
    "profile_bio": {
      "description": "Get smarter about AI investing.\n\nCapitalize on the biggest technological change in history across the infrastructure & app layers of AI.\n\nBy @MilkRoad",
      "entities": {
        "description": {
          "hashtags": [],
          "symbols": [],
          "urls": [],
          "user_mentions": [
            {
              "id_str": "0",
              "indices": [
                141,
                150
              ],
              "name": "",
              "screen_name": "MilkRoad"
            }
          ]
        },
        "url": {
          "urls": [
            {
              "display_url": "milkroad.com/subscribe/?utm…",
              "expanded_url": "https://milkroad.com/subscribe/?utm_medium=social&utm_source=twitter_organic_ai&utm_campaign=biolink",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/yPOXdcbufv"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "additional_media_info": {
          "monetizable": true
        },
        "allow_download_status": {
          "allow_download": true
        },
        "display_url": "pic.twitter.com/bh5HiYMqT3",
        "expanded_url": "https://twitter.com/MilkRoadAI/status/2038643179071668484/video/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "id_str": "2038640023873236992",
        "indices": [
          275,
          298
        ],
        "media_key": "13_2038640023873236992",
        "media_results": {
          "id": "QXBpTWVkaWFSZXN1bHRzOgwABAoAARxKtEzv27AAAAA=",
          "result": {
            "__typename": "ApiMedia",
            "id": "QXBpTWVkaWE6DAAECgABHEq0TO/bsAAAAA==",
            "media_key": "13_2038640023873236992"
          }
        },
        "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2038640023873236992/img/BZmwcyLVEaudL_zl.jpg",
        "original_info": {
          "focus_rects": [],
          "height": 544,
          "width": 960
        },
        "sizes": {
          "large": {
            "h": 544,
            "w": 960
          }
        },
        "type": "video",
        "url": "https://t.co/bh5HiYMqT3",
        "video_info": {
          "aspect_ratio": [
            30,
            17
          ],
          "duration_millis": 86308,
          "variants": [
            {
              "content_type": "application/x-mpegURL",
              "url": "https://video.twimg.com/amplify_video/2038640023873236992/pl/XVBGJSkRX4QE04g6.m3u8?tag=21&v=aa3"
            },
            {
              "bitrate": 256000,
              "content_type": "video/mp4",
              "url": "https://video.twimg.com/amplify_video/2038640023873236992/vid/avc1/476x270/PSWyeKn62p_yCTST.mp4?tag=21"
            },
            {
              "bitrate": 832000,
              "content_type": "video/mp4",
              "url": "https://video.twimg.com/amplify_video/2038640023873236992/vid/avc1/634x360/UrdZgNEwnZKDCmlF.mp4?tag=21"
            },
            {
              "bitrate": 2176000,
              "content_type": "video/mp4",
              "url": "https://video.twimg.com/amplify_video/2038640023873236992/vid/avc1/960x544/EHZ3lwqFRTswy6id.mp4?tag=21"
            }
          ]
        }
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "hashtags": [],
    "symbols": [],
    "timestamps": [],
    "urls": [],
    "user_mentions": []
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "article": null
}