Viewing enriched Twitter post
Training on issue-solving only does NOT guarantee transfer to other tasks. 🎨Introducing Hybrid-Gym - synthetic training tasks for generalization (https://t.co/IrqQszPEYm) +25.4% on SWE-Bench / +7.9% on SWT-Bench / +5.1% on Commit-0 with NO issue-solving / test-gen/... training https://t.co/U9xc0yNYv4
{
"media": [
{
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2026019202696614263/media_0.jpg?",
"media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2026019202696614263/media_0.jpg?",
"type": "photo",
"filename": "media_0.jpg"
}
],
"processed_at": "2026-03-01T19:43:29.786015",
"pipeline_version": "2.0"
}{
"type": "tweet",
"id": "2026019202696614263",
"url": "https://x.com/YiqingXieNLP/status/2026019202696614263",
"twitterUrl": "https://twitter.com/YiqingXieNLP/status/2026019202696614263",
"text": "Training on issue-solving only does NOT guarantee transfer to other tasks.\n\n🎨Introducing Hybrid-Gym - synthetic training tasks for generalization (https://t.co/IrqQszPEYm)\n+25.4% on SWE-Bench / +7.9% on SWT-Bench / +5.1% on Commit-0 with NO issue-solving / test-gen/... training https://t.co/U9xc0yNYv4",
"source": "Twitter for iPhone",
"retweetCount": 23,
"replyCount": 1,
"likeCount": 101,
"quoteCount": 2,
"viewCount": 14975,
"createdAt": "Mon Feb 23 19:39:54 +0000 2026",
"lang": "en",
"bookmarkCount": 68,
"isReply": false,
"inReplyToId": null,
"conversationId": "2026019202696614263",
"displayTextRange": [
0,
279
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "YiqingXieNLP",
"url": "https://x.com/YiqingXieNLP",
"twitterUrl": "https://twitter.com/YiqingXieNLP",
"id": "1698061163966210049",
"name": "Yiqing Xie",
"isVerified": false,
"isBlueVerified": false,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1900310248734199808/XY9hIGkT_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/1698061163966210049/1707631410",
"description": "",
"location": "",
"followers": 222,
"following": 232,
"status": "",
"canDm": true,
"canMediaTag": true,
"createdAt": "Sat Sep 02 19:52:05 +0000 2023",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 150,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 22,
"statusesCount": 84,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"2026019202696614263"
],
"profile_bio": {
"description": "✨ Synthetic data; Coding Agent;\n\n🎓 PhD student @LTIatCMU; MSCS @dmguiuc.\n👩💻 previously Intern @meta; @MSFTResearch * 2; @AlibabaDAMO.",
"entities": {
"description": {
"hashtags": [],
"symbols": [],
"urls": [],
"user_mentions": [
{
"id_str": "0",
"indices": [
47,
56
],
"name": "",
"screen_name": "LTIatCMU"
},
{
"id_str": "0",
"indices": [
63,
71
],
"name": "",
"screen_name": "dmguiuc"
},
{
"id_str": "0",
"indices": [
95,
100
],
"name": "",
"screen_name": "meta"
},
{
"id_str": "0",
"indices": [
102,
115
],
"name": "",
"screen_name": "MSFTResearch"
},
{
"id_str": "0",
"indices": [
121,
133
],
"name": "",
"screen_name": "AlibabaDAMO"
}
]
},
"url": {
"urls": [
{
"display_url": "yiqingxyq.github.io",
"expanded_url": "https://yiqingxyq.github.io/",
"indices": [
0,
23
],
"url": "https://t.co/dyUCeBH5Zn"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"allow_download_status": {
"allow_download": true
},
"display_url": "pic.twitter.com/U9xc0yNYv4",
"expanded_url": "https://twitter.com/YiqingXieNLP/status/2026019202696614263/photo/1",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"orig": {
"faces": []
}
},
"id_str": "2026016744117317632",
"indices": [
280,
303
],
"media_key": "3_2026016744117317632",
"media_results": {
"id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARwd236WGzAACgACHB3duwTaEXcAAA==",
"result": {
"__typename": "ApiMedia",
"id": "QXBpTWVkaWE6DAABCgABHB3bfpYbMAAKAAIcHd27BNoRdwAA",
"media_key": "3_2026016744117317632"
}
},
"media_url_https": "https://pbs.twimg.com/media/HB3bfpYbMAAWTFv.jpg",
"original_info": {
"focus_rects": [
{
"h": 904,
"w": 1614,
"x": 251,
"y": 0
},
{
"h": 904,
"w": 904,
"x": 606,
"y": 0
},
{
"h": 904,
"w": 793,
"x": 662,
"y": 0
},
{
"h": 904,
"w": 452,
"x": 832,
"y": 0
},
{
"h": 904,
"w": 2116,
"x": 0,
"y": 0
}
],
"height": 904,
"width": 2116
},
"sizes": {
"large": {
"h": 875,
"w": 2048
}
},
"type": "photo",
"url": "https://t.co/U9xc0yNYv4"
}
]
},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "hybrid-gym.github.io",
"expanded_url": "http://hybrid-gym.github.io",
"indices": [
148,
171
],
"url": "https://t.co/IrqQszPEYm"
}
],
"user_mentions": []
},
"quoted_tweet": null,
"retweeted_tweet": null,
"isLimitedReply": false,
"article": null
}