Viewing enriched Twitter post
SciPredict: Can LLMs Predict the Outcomes of Research Experiments in Natural Sciences? "SciPredict addresses two critical questions: (a) can LLMs predict the outcome of scientific experiments with sufficient accuracy? and (b) can such predictions be reliably used in the scientific research process? Evaluations reveal fundamental limitations on both fronts. Model accuracies are 14-26% and human expert performance is ≈20%."
{
"media": [
{
"type": "photo",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2043977751506428323/media_0.jpg",
"filename": "media_0.jpg"
}
],
"processed_at": "2026-04-14T14:30:42.993655",
"pipeline_version": "2.0"
}{
"type": "tweet",
"id": "2043977751506428323",
"url": "https://x.com/iScienceLuvr/status/2043977751506428323",
"twitterUrl": "https://twitter.com/iScienceLuvr/status/2043977751506428323",
"text": "SciPredict: Can LLMs Predict the Outcomes of Research Experiments in Natural Sciences?\n\n\"SciPredict addresses two critical questions: (a) can\nLLMs predict the outcome of scientific experiments with sufficient accuracy? and (b) can such predictions be reliably used in the scientific research process? Evaluations reveal fundamental limitations on both fronts. Model accuracies are 14-26% and human expert performance is ≈20%.\"",
"source": "Twitter for iPhone",
"retweetCount": 12,
"replyCount": 4,
"likeCount": 52,
"quoteCount": 2,
"viewCount": 5149,
"createdAt": "Tue Apr 14 09:00:45 +0000 2026",
"lang": "en",
"bookmarkCount": 28,
"isReply": false,
"inReplyToId": null,
"conversationId": "2043977751506428323",
"displayTextRange": [
0,
271
],
"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/2005802886622552064/4jiatr43_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/441465751/1738204246",
"description": "",
"location": "",
"followers": 86519,
"following": 1401,
"status": "",
"canDm": true,
"canMediaTag": true,
"createdAt": "Tue Dec 20 03:45:50 +0000 2011",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 120954,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 2765,
"statusesCount": 19786,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"2019996902960288247"
],
"profile_bio": {
"description": "CEO @SophontAI |\nFounder @MedARC_AI |\nPhD at 19 (2023) |\nex Research Director Stability AI | \nBiomed. engineer @ 14 |\nTEDx talk➡https://t.co/xPxwKTpz0D",
"entities": {
"description": {
"hashtags": [],
"symbols": [],
"urls": [
{
"display_url": "bit.ly/3tpAuan",
"expanded_url": "https://bit.ly/3tpAuan",
"indices": [
128,
151
],
"url": "https://t.co/xPxwKTpz0D"
}
],
"user_mentions": [
{
"id_str": "0",
"indices": [
4,
14
],
"name": "",
"screen_name": "SophontAI"
},
{
"id_str": "0",
"indices": [
25,
35
],
"name": "",
"screen_name": "MedARC_AI"
}
]
},
"url": {
"urls": [
{
"display_url": "sophont.med",
"expanded_url": "https://sophont.med",
"indices": [
0,
23
],
"url": "https://t.co/MvROZZVu9I"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"allow_download_status": {
"allow_download": true
},
"display_url": "pic.twitter.com/FnpQo2Vabq",
"expanded_url": "https://twitter.com/iScienceLuvr/status/2043977751506428323/photo/1",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"orig": {
"faces": []
}
},
"id_str": "2043977569234759680",
"indices": [
272,
295
],
"media_key": "3_2043977569234759680",
"media_results": {
"id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARxdqsUPGrAACgACHF2q739XoaMAAA==",
"result": {
"__typename": "ApiMedia",
"id": "QXBpTWVkaWE6DAABCgABHF2qxQ8asAAKAAIcXarvf1ehowAA",
"media_key": "3_2043977569234759680"
}
},
"media_url_https": "https://pbs.twimg.com/media/HF2qxQ8asAAvL6P.jpg",
"original_info": {
"focus_rects": [
{
"h": 655,
"w": 1170,
"x": 0,
"y": 0
},
{
"h": 1170,
"w": 1170,
"x": 0,
"y": 0
},
{
"h": 1334,
"w": 1170,
"x": 0,
"y": 0
},
{
"h": 1663,
"w": 832,
"x": 124,
"y": 0
},
{
"h": 1663,
"w": 1170,
"x": 0,
"y": 0
}
],
"height": 1663,
"width": 1170
},
"sizes": {
"large": {
"h": 1663,
"w": 1170
}
},
"type": "photo",
"url": "https://t.co/FnpQo2Vabq"
}
]
},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"urls": [],
"user_mentions": []
},
"quoted_tweet": null,
"retweeted_tweet": null,
"isLimitedReply": false,
"communityInfo": null,
"article": null
}