🐦 Twitter Post Details

Viewing enriched Twitter post

@CyrilGorlla

We just launched @CTGTInc's Mentat, an OpenAI-compatible API that gives enterprises deterministic control over LLM behavior. Benchmarks showed clear gains in accuracy, truthfulness, and hallucination prevention. We built it after seeing models ignore correct information or produce misconceptions because of the internal patterns they rely on during generation. Prompts and RAG could not correct that. Mentat uses our policy engine to govern behavior at the feature level in real time. It aligns output with an organization’s rules and trusted information and resolves inaccuracies before they reach the end user. This reduces hallucinations and keeps answers consistent without fine tuning or fragile prompt stacks. Full breakdown here: https://t.co/DmmsB2ATNK

šŸ“Š Media Metadata

{
  "media": [
    {
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1998475784697049458/media_0.mp4?",
      "media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1998475784697049458/media_0.mp4?",
      "type": "video",
      "filename": "media_0.mp4"
    }
  ],
  "processed_at": "2025-12-09T22:59:17.298102",
  "pipeline_version": "2.0"
}

šŸ”§ Raw API Response

{
  "type": "tweet",
  "id": "1998475784697049458",
  "url": "https://x.com/CyrilGorlla/status/1998475784697049458",
  "twitterUrl": "https://twitter.com/CyrilGorlla/status/1998475784697049458",
  "text": "We just launched @CTGTInc's Mentat, an OpenAI-compatible API that gives enterprises deterministic control over LLM behavior.\n\nBenchmarks showed clear gains in accuracy, truthfulness, and hallucination prevention.\n\nWe built it after seeing models ignore correct information or produce misconceptions because of the internal patterns they rely on during generation. \n\nPrompts and RAG could not correct that.\n\nMentat uses our policy engine to govern behavior at the feature level in real time. \n\nIt aligns output with an organization’s rules and trusted information and resolves inaccuracies before they reach the end user.\n\nThis reduces hallucinations and keeps answers consistent without fine tuning or fragile prompt stacks. \n\nFull breakdown here: https://t.co/DmmsB2ATNK",
  "source": "Twitter for iPhone",
  "retweetCount": 7,
  "replyCount": 0,
  "likeCount": 26,
  "quoteCount": 3,
  "viewCount": 10724,
  "createdAt": "Tue Dec 09 19:32:11 +0000 2025",
  "lang": "en",
  "bookmarkCount": 19,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "1998475784697049458",
  "displayTextRange": [
    0,
    276
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "CyrilGorlla",
    "url": "https://x.com/CyrilGorlla",
    "twitterUrl": "https://twitter.com/CyrilGorlla",
    "id": "1389363300903768067",
    "name": "Cyril Gorlla",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1889554883168309248/NU3KWY7b_normal.jpg",
    "coverPicture": "",
    "description": "@ctgtinc",
    "location": "San Francisco, CA",
    "followers": 652,
    "following": 143,
    "status": "",
    "canDm": true,
    "canMediaTag": true,
    "createdAt": "Mon May 03 23:36:46 +0000 2021",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {
        "urls": [
          {
            "display_url": "ctgt.ai",
            "expanded_url": "https://ctgt.ai",
            "url": "https://t.co/VuN9RtcNd6",
            "indices": [
              0,
              23
            ]
          }
        ]
      }
    },
    "fastFollowersCount": 0,
    "favouritesCount": 388,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 99,
    "statusesCount": 279,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [
      "1900660758326739336"
    ],
    "profile_bio": {},
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "display_url": "pic.x.com/CZvodAgxJj",
        "expanded_url": "https://x.com/CyrilGorlla/status/1998475784697049458/video/1",
        "id_str": "1998475756582604800",
        "indices": [
          277,
          300
        ],
        "media_key": "7_1998475756582604800",
        "media_url_https": "https://pbs.twimg.com/ext_tw_video_thumb/1998475756582604800/pu/img/d77J0HSzJCdjYOGo.jpg",
        "type": "video",
        "url": "https://t.co/CZvodAgxJj",
        "additional_media_info": {
          "monetizable": false
        },
        "ext_media_availability": {
          "status": "Available"
        },
        "sizes": {
          "large": {
            "h": 1080,
            "w": 1920,
            "resize": "fit"
          },
          "medium": {
            "h": 675,
            "w": 1200,
            "resize": "fit"
          },
          "small": {
            "h": 383,
            "w": 680,
            "resize": "fit"
          },
          "thumb": {
            "h": 150,
            "w": 150,
            "resize": "crop"
          }
        },
        "original_info": {
          "height": 1080,
          "width": 1920,
          "focus_rects": []
        },
        "video_info": {
          "aspect_ratio": [
            16,
            9
          ],
          "duration_millis": 30600,
          "variants": [
            {
              "content_type": "application/x-mpegURL",
              "url": "https://video.twimg.com/ext_tw_video/1998475756582604800/pu/pl/Ln-QWsZWCibXtrCD.m3u8?tag=12&v=1b6"
            },
            {
              "bitrate": 256000,
              "content_type": "video/mp4",
              "url": "https://video.twimg.com/ext_tw_video/1998475756582604800/pu/vid/avc1/480x270/36fYQ69ubv84qgVT.mp4?tag=12"
            },
            {
              "bitrate": 832000,
              "content_type": "video/mp4",
              "url": "https://video.twimg.com/ext_tw_video/1998475756582604800/pu/vid/avc1/640x360/K3fQIjJfLudM_z-9.mp4?tag=12"
            },
            {
              "bitrate": 2176000,
              "content_type": "video/mp4",
              "url": "https://video.twimg.com/ext_tw_video/1998475756582604800/pu/vid/avc1/1280x720/u8dymiu8ox7ANCq2.mp4?tag=12"
            }
          ]
        },
        "media_results": {
          "result": {
            "media_key": "7_1998475756582604800"
          }
        }
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "hashtags": [],
    "symbols": [],
    "timestamps": [],
    "urls": [
      {
        "display_url": "ctgt.ai/blogs/introduc…",
        "expanded_url": "https://www.ctgt.ai/blogs/introducing-mentat",
        "url": "https://t.co/DmmsB2ATNK",
        "indices": [
          748,
          771
        ]
      }
    ],
    "user_mentions": [
      {
        "id_str": "1709253895325970434",
        "name": "CTGT",
        "screen_name": "CTGTInc",
        "indices": [
          17,
          25
        ]
      }
    ]
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "article": null
}