Viewing enriched Twitter post
Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents "We present BIFROST-1, a unified framework that bridges pretrained multimodal LLMs (MLLMs) and diffusion models using patch-level CLIP image embeddings as latent variables, which are natively aligned with the MLLM’s CLIP visual encoder. "
{
"score": 0.395,
"score_components": {
"author": 0.09,
"engagement": 0.0,
"quality": 0.13999999999999999,
"source": 0.09,
"nlp": 0.05,
"recency": 0.025
},
"scored_at": "2025-08-11T07:25:04.939791",
"import_source": "delta_pull",
"source_tagged_at": "2025-08-11T07:25:04.939812",
"enriched": true,
"enriched_at": "2025-08-11T07:25:04.939818",
"media": [
{
"url": "https://pbs.twimg.com/media/GyEcY7jaEAA5V8w.jpg",
"type": "photo"
}
],
"extracted_from_extended_entities": true,
"extracted_at": "2025-08-14T04:30:00Z"
}{
"type": "tweet",
"id": "1954875037984645568",
"url": "https://x.com/iScienceLuvr/status/1954875037984645568",
"twitterUrl": "https://twitter.com/iScienceLuvr/status/1954875037984645568",
"text": "Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents\n\n\"We present BIFROST-1, a unified framework that bridges pretrained multimodal LLMs (MLLMs) and diffusion models using patch-level CLIP image embeddings as latent variables, which are natively aligned with the MLLM’s CLIP visual encoder. \"",
"source": "Twitter for iPhone",
"retweetCount": 38,
"replyCount": 3,
"likeCount": 229,
"quoteCount": 5,
"viewCount": 16629,
"createdAt": "Mon Aug 11 11:58:23 +0000 2025",
"lang": "en",
"bookmarkCount": 136,
"isReply": false,
"inReplyToId": null,
"conversationId": "1954875037984645568",
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "iScienceLuvr",
"url": "https://x.com/iScienceLuvr",
"twitterUrl": "https://twitter.com/iScienceLuvr",
"id": "441465751",
"name": "Tanishq Mathew Abraham, Ph.D.",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1913710019729821696/Qge4zx6u_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/441465751/1738204246",
"description": "",
"location": "",
"followers": 79878,
"following": 1238,
"status": "",
"canDm": true,
"canMediaTag": true,
"createdAt": "Tue Dec 20 03:45:50 +0000 2011",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 104601,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 2421,
"statusesCount": 17742,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"1952221233648718307"
],
"profile_bio": {
"description": "CEO @SophontAI |\nPhD at 19 (2023) |\nFounder, ex CEO @MedARC_AI |\nex Research Director Stability AI | \nBiomed. engineer @ 14 |\nTEDx talk➡https://t.co/xPxwKTq6Qb",
"entities": {
"description": {
"urls": [
{
"display_url": "bit.ly/3tpAuan",
"expanded_url": "https://bit.ly/3tpAuan",
"indices": [
136,
159
],
"url": "https://t.co/xPxwKTq6Qb"
}
],
"user_mentions": [
{
"id_str": "0",
"indices": [
4,
14
],
"name": "",
"screen_name": "SophontAI"
},
{
"id_str": "0",
"indices": [
52,
62
],
"name": "",
"screen_name": "MedARC_AI"
}
]
},
"url": {
"urls": [
{
"display_url": "sophontai.com",
"expanded_url": "https://sophontai.com",
"indices": [
0,
23
],
"url": "https://t.co/uQ936JTZf1"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"allow_download_status": {
"allow_download": true
},
"display_url": "pic.twitter.com/Zart8TUUoS",
"expanded_url": "https://twitter.com/iScienceLuvr/status/1954875037984645568/photo/1",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": [
{
"h": 665,
"w": 665,
"x": 1211,
"y": 481
}
]
},
"orig": {
"faces": [
{
"h": 667,
"w": 667,
"x": 1214,
"y": 482
}
]
}
},
"id_str": "1954874927884144640",
"indices": [
281,
304
],
"media_key": "3_1954874927884144640",
"media_results": {
"id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARshHGO42hAACgACGyEcfVtaYcAAAA==",
"result": {
"__typename": "ApiMedia",
"id": "QXBpTWVkaWE6DAABCgABGyEcY7jaEAAKAAIbIRx9W1phwAAA",
"media_key": "3_1954874927884144640"
}
},
"media_url_https": "https://pbs.twimg.com/media/GyEcY7jaEAA5V8w.jpg",
"original_info": {
"focus_rects": [
{
"h": 1149,
"w": 2052,
"x": 0,
"y": 0
},
{
"h": 1276,
"w": 1276,
"x": 336,
"y": 0
},
{
"h": 1276,
"w": 1119,
"x": 415,
"y": 0
},
{
"h": 1276,
"w": 638,
"x": 655,
"y": 0
},
{
"h": 1276,
"w": 2052,
"x": 0,
"y": 0
}
],
"height": 1276,
"width": 2052
},
"sizes": {
"large": {
"h": 1274,
"w": 2048
}
},
"type": "photo",
"url": "https://t.co/Zart8TUUoS"
}
]
},
"card": null,
"place": {},
"entities": {},
"quoted_tweet": null,
"retweeted_tweet": null,
"article": null
}