Viewing enriched Twitter post
A good model can typically ace an academic benchmark. But even the best model out there will often hit a wall as soon as it’s handed a messy, real-world problem to solve. That’s why we build our own RL environments, to help frontier labs create models that can cope with the sort of rich, weird, unexpected world we all live in.
{
"media": [
{
"type": "photo",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1978522788349481201/media_0.jpg?",
"filename": "media_0.jpg"
}
],
"processed_at": "2025-11-27T20:21:17.720879",
"pipeline_version": "2.0"
}{
"type": "tweet",
"id": "1978522788349481201",
"url": "https://x.com/HelloSurgeAI/status/1978522788349481201",
"twitterUrl": "https://twitter.com/HelloSurgeAI/status/1978522788349481201",
"text": "A good model can typically ace an academic benchmark. But even the best model out there will often hit a wall as soon as it’s handed a messy, real-world problem to solve. \n\nThat’s why we build our own RL environments, to help frontier labs create models that can cope with the sort of rich, weird, unexpected world we all live in.",
"source": "Twitter for iPhone",
"retweetCount": 0,
"replyCount": 0,
"likeCount": 6,
"quoteCount": 0,
"viewCount": 932,
"createdAt": "Wed Oct 15 18:06:06 +0000 2025",
"lang": "en",
"bookmarkCount": 2,
"isReply": false,
"inReplyToId": null,
"conversationId": "1978522788349481201",
"displayTextRange": [
0,
277
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "HelloSurgeAI",
"url": "https://x.com/HelloSurgeAI",
"twitterUrl": "https://twitter.com/HelloSurgeAI",
"id": "1267866160894222343",
"name": "Surge AI",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1992439362009645056/itZea2R1_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/1267866160894222343/1763868703",
"description": "",
"location": "",
"followers": 6453,
"following": 142,
"status": "",
"canDm": true,
"canMediaTag": true,
"createdAt": "Tue Jun 02 17:10:41 +0000 2020",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 254,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 186,
"statusesCount": 641,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"1681343766123143168"
],
"profile_bio": {
"description": "Our mission is to raise AGI with the richness of humanity — curious, witty, imaginative, and full of breathtaking brilliance.",
"entities": {
"description": {},
"url": {
"urls": [
{
"display_url": "surgehq.ai",
"expanded_url": "https://www.surgehq.ai",
"indices": [
0,
23
],
"url": "https://t.co/6bGF7OxrIX"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"display_url": "pic.twitter.com/8PQa2wk5DQ",
"expanded_url": "https://twitter.com/HelloSurgeAI/status/1978522788349481201/photo/1",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {},
"orig": {}
},
"id_str": "1978522785539309568",
"indices": [
278,
301
],
"media_key": "3_1978522785539309568",
"media_results": {
"id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARt1H/2kFkAACgACG3Uf/kuWEPEAAA==",
"result": {
"__typename": "ApiMedia",
"id": "QXBpTWVkaWE6DAABCgABG3Uf/aQWQAAKAAIbdR/+S5YQ8QAA",
"media_key": "3_1978522785539309568"
}
},
"media_url_https": "https://pbs.twimg.com/media/G3Uf_aQWQAAsXex.jpg",
"original_info": {
"focus_rects": [
{
"h": 944,
"w": 1686,
"x": 148,
"y": 0
},
{
"h": 944,
"w": 944,
"x": 519,
"y": 0
},
{
"h": 944,
"w": 828,
"x": 577,
"y": 0
},
{
"h": 944,
"w": 472,
"x": 755,
"y": 0
},
{
"h": 944,
"w": 1890,
"x": 0,
"y": 0
}
],
"height": 944,
"width": 1890
},
"sizes": {
"large": {
"h": 944,
"w": 1890
}
},
"type": "photo",
"url": "https://t.co/8PQa2wk5DQ"
}
]
},
"card": null,
"place": {},
"entities": {},
"quoted_tweet": null,
"retweeted_tweet": null,
"isLimitedReply": false,
"article": null
}