@OpenAI
Monitoring a model’s chain-of-thought is far more effective than watching only its actions or final answers. The more a model “thinks” (longer CoTs), the easier it is to spot issues. https://t.co/e1AgGXSRvZ
🐦 Twitter Post Details
Viewing enriched Twitter post
📊 Media Metadata
{
"media": [
{
"type": "photo",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2001791132645437703/media_0.jpg?",
"filename": "media_0.jpg"
},
{
"type": "photo",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2001791132645437703/media_1.png?",
"filename": "media_1.png"
},
{
"type": "photo",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2001791132645437703/media_2.jpg?",
"filename": "media_2.jpg"
},
{
"type": "photo",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2001791132645437703/media_3.jpg?",
"filename": "media_3.jpg"
},
{
"type": "photo",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2001791132645437703/media_4.png?",
"filename": "media_4.png"
},
{
"type": "photo",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2001791132645437703/media_5.jpg?",
"filename": "media_5.jpg"
}
],
"processed_at": "2025-12-18T23:10:39.636817",
"pipeline_version": "2.0"
}🔧 Raw API Response
{
"type": "tweet",
"id": "2001791132645437703",
"url": "https://x.com/OpenAI/status/2001791132645437703",
"twitterUrl": "https://twitter.com/OpenAI/status/2001791132645437703",
"text": "Monitoring a model’s chain-of-thought is far more effective than watching only its actions or final answers. \n\nThe more a model “thinks” (longer CoTs), the easier it is to spot issues. https://t.co/e1AgGXSRvZ",
"source": "Twitter for iPhone",
"retweetCount": 0,
"replyCount": 2,
"likeCount": 13,
"quoteCount": 0,
"viewCount": 882,
"createdAt": "Thu Dec 18 23:06:12 +0000 2025",
"lang": "en",
"bookmarkCount": 1,
"isReply": true,
"inReplyToId": "2001791131353542788",
"conversationId": "2001791131353542788",
"displayTextRange": [
0,
184
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "OpenAI",
"url": "https://x.com/OpenAI",
"twitterUrl": "https://twitter.com/OpenAI",
"id": "4398626122",
"name": "OpenAI",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1885410181409820672/ztsaR0JW_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/4398626122/1759076948",
"description": "OpenAI’s mission is to ensure that artificial general intelligence benefits all of humanity. We’re hiring: https://t.co/dJGr6Lg202",
"location": "",
"followers": 4560045,
"following": 4,
"status": "",
"canDm": false,
"canMediaTag": true,
"createdAt": "Sun Dec 06 22:51:08 +0000 2015",
"entities": {
"description": {
"urls": [
{
"display_url": "openai.com/jobs",
"expanded_url": "http://openai.com/jobs",
"url": "https://t.co/dJGr6Lg202",
"indices": [
107,
130
]
}
]
},
"url": {
"urls": [
{
"display_url": "openai.com",
"expanded_url": "https://openai.com",
"url": "https://t.co/3bPlZZjXod",
"indices": [
0,
23
]
}
]
}
},
"fastFollowersCount": 0,
"favouritesCount": 1326,
"hasCustomTimelines": false,
"isTranslator": false,
"mediaCount": 477,
"statusesCount": 1593,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"2000990989629161873"
],
"profile_bio": {
"description": "OpenAI’s mission is to ensure that artificial general intelligence benefits all of humanity. We’re hiring: https://t.co/dJGr6Lg202"
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"display_url": "pic.x.com/e1AgGXSRvZ",
"expanded_url": "https://x.com/OpenAI/status/2001791132645437703/photo/1",
"id_str": "2001790639537836032",
"indices": [
185,
208
],
"media_key": "3_2001790639537836032",
"media_url_https": "https://pbs.twimg.com/media/G8fJ-xBa0AANkCT.jpg",
"type": "photo",
"url": "https://t.co/e1AgGXSRvZ",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 850,
"w": 1598,
"resize": "fit"
},
"medium": {
"h": 638,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 362,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 850,
"width": 1598,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1518,
"h": 850
},
{
"x": 0,
"y": 0,
"w": 850,
"h": 850
},
{
"x": 0,
"y": 0,
"w": 746,
"h": 850
},
{
"x": 0,
"y": 0,
"w": 425,
"h": 850
},
{
"x": 0,
"y": 0,
"w": 1598,
"h": 850
}
]
},
"media_results": {
"result": {
"media_key": "3_2001790639537836032"
}
}
},
{
"display_url": "pic.x.com/e1AgGXSRvZ",
"expanded_url": "https://x.com/OpenAI/status/2001791132645437703/photo/1",
"id_str": "2001790639495876608",
"indices": [
185,
208
],
"media_key": "3_2001790639495876608",
"media_url_https": "https://pbs.twimg.com/media/G8fJ-w3akAAYpHb.png",
"type": "photo",
"url": "https://t.co/e1AgGXSRvZ",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 868,
"w": 1116,
"resize": "fit"
},
"medium": {
"h": 868,
"w": 1116,
"resize": "fit"
},
"small": {
"h": 529,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 868,
"width": 1116,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1116,
"h": 625
},
{
"x": 0,
"y": 0,
"w": 868,
"h": 868
},
{
"x": 0,
"y": 0,
"w": 761,
"h": 868
},
{
"x": 145,
"y": 0,
"w": 434,
"h": 868
},
{
"x": 0,
"y": 0,
"w": 1116,
"h": 868
}
]
},
"media_results": {
"result": {
"media_key": "3_2001790639495876608"
}
}
},
{
"display_url": "pic.x.com/e1AgGXSRvZ",
"expanded_url": "https://x.com/OpenAI/status/2001791132645437703/photo/1",
"id_str": "2001790639512670208",
"indices": [
185,
208
],
"media_key": "3_2001790639512670208",
"media_url_https": "https://pbs.twimg.com/media/G8fJ-w7a0AAKDZc.jpg",
"type": "photo",
"url": "https://t.co/e1AgGXSRvZ",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 868,
"w": 1116,
"resize": "fit"
},
"medium": {
"h": 868,
"w": 1116,
"resize": "fit"
},
"small": {
"h": 529,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 868,
"width": 1116,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1116,
"h": 625
},
{
"x": 151,
"y": 0,
"w": 868,
"h": 868
},
{
"x": 205,
"y": 0,
"w": 761,
"h": 868
},
{
"x": 368,
"y": 0,
"w": 434,
"h": 868
},
{
"x": 0,
"y": 0,
"w": 1116,
"h": 868
}
]
},
"media_results": {
"result": {
"media_key": "3_2001790639512670208"
}
}
}
]
},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/e1AgGXSRvZ",
"expanded_url": "https://x.com/OpenAI/status/2001791132645437703/photo/1",
"id_str": "2001790639537836032",
"indices": [
185,
208
],
"media_key": "3_2001790639537836032",
"media_url_https": "https://pbs.twimg.com/media/G8fJ-xBa0AANkCT.jpg",
"type": "photo",
"url": "https://t.co/e1AgGXSRvZ",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 850,
"w": 1598,
"resize": "fit"
},
"medium": {
"h": 638,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 362,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 850,
"width": 1598,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1518,
"h": 850
},
{
"x": 0,
"y": 0,
"w": 850,
"h": 850
},
{
"x": 0,
"y": 0,
"w": 746,
"h": 850
},
{
"x": 0,
"y": 0,
"w": 425,
"h": 850
},
{
"x": 0,
"y": 0,
"w": 1598,
"h": 850
}
]
},
"media_results": {
"result": {
"media_key": "3_2001790639537836032"
}
}
},
{
"display_url": "pic.x.com/e1AgGXSRvZ",
"expanded_url": "https://x.com/OpenAI/status/2001791132645437703/photo/1",
"id_str": "2001790639495876608",
"indices": [
185,
208
],
"media_key": "3_2001790639495876608",
"media_url_https": "https://pbs.twimg.com/media/G8fJ-w3akAAYpHb.png",
"type": "photo",
"url": "https://t.co/e1AgGXSRvZ",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 868,
"w": 1116,
"resize": "fit"
},
"medium": {
"h": 868,
"w": 1116,
"resize": "fit"
},
"small": {
"h": 529,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 868,
"width": 1116,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1116,
"h": 625
},
{
"x": 0,
"y": 0,
"w": 868,
"h": 868
},
{
"x": 0,
"y": 0,
"w": 761,
"h": 868
},
{
"x": 145,
"y": 0,
"w": 434,
"h": 868
},
{
"x": 0,
"y": 0,
"w": 1116,
"h": 868
}
]
},
"media_results": {
"result": {
"media_key": "3_2001790639495876608"
}
}
},
{
"display_url": "pic.x.com/e1AgGXSRvZ",
"expanded_url": "https://x.com/OpenAI/status/2001791132645437703/photo/1",
"id_str": "2001790639512670208",
"indices": [
185,
208
],
"media_key": "3_2001790639512670208",
"media_url_https": "https://pbs.twimg.com/media/G8fJ-w7a0AAKDZc.jpg",
"type": "photo",
"url": "https://t.co/e1AgGXSRvZ",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 868,
"w": 1116,
"resize": "fit"
},
"medium": {
"h": 868,
"w": 1116,
"resize": "fit"
},
"small": {
"h": 529,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 868,
"width": 1116,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1116,
"h": 625
},
{
"x": 151,
"y": 0,
"w": 868,
"h": 868
},
{
"x": 205,
"y": 0,
"w": 761,
"h": 868
},
{
"x": 368,
"y": 0,
"w": 434,
"h": 868
},
{
"x": 0,
"y": 0,
"w": 1116,
"h": 868
}
]
},
"media_results": {
"result": {
"media_key": "3_2001790639512670208"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"quoted_tweet": null,
"retweeted_tweet": null,
"article": null
}