Viewing enriched Twitter post
Something about this kind of prompt is simply unfathomable to LLMs. They just can't perform better than chance, and I'm not sure why. Most people will dismiss this as just being "hard math stuff", but it is not, I swear. It is just alien to you because it is *niche*, thus, it… https://t.co/R9j73R0wAC
{
"media": [
{
"type": "image",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1943377662015139952/media_0.jpg?",
"filename": "media_0.jpg"
}
],
"nlp": {
"sentiment": "negative",
"topics": [
"LLMs performance",
"niche understanding",
"math complexity"
],
"entities": [],
"summary": "The tweet expresses frustration over the inability of LLMs to understand certain prompts, suggesting that the issue is not merely about complex mathematics but rather about niche knowledge.",
"language": "en",
"processed_at": "2025-08-07T09:24:34.034651"
}
}{
"data": {
"threaded_conversation_with_injections_v2": {
"instructions": [
{
"type": "TimelineClearCache"
},
{
"type": "TimelineAddEntries",
"entries": [
{
"entryId": "tweet-1943377662015139952",
"sortIndex": "1953477359927558144",
"content": {
"entryType": "TimelineTimelineItem",
"__typename": "TimelineTimelineItem",
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943377662015139952",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyNzIyMzkwNjA=",
"rest_id": "272239060",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Sat Mar 26 03:28:43 +0000 2011",
"default_profile": true,
"default_profile_image": false,
"description": "Kind / Bend / HVM / INets / λCalculus",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "github.com/VictorTaelin",
"expanded_url": "https://github.com/VictorTaelin",
"url": "https://t.co/K3TRf4HdCG",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 41871,
"followers_count": 56919,
"friends_count": 1956,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 601,
"location": "São Paulo",
"media_count": 775,
"name": "Taelin",
"normal_followers_count": 56919,
"pinned_tweet_ids_str": [
"1791213162525524076"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/272239060/1675176203",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1757844208591704065/HOiAtIbv_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "VictorTaelin",
"statuses_count": 15101,
"translator_type": "none",
"url": "https://t.co/K3TRf4HdCG",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1498308786037178371",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"initial_tweet_id": "1943377074535960881",
"edit_control_initial": {
"edit_tweet_ids": [
"1943377074535960881",
"1943377223462932811",
"1943377428098761199",
"1943377662015139952"
],
"editable_until_msecs": "1752175775000",
"is_edit_eligible": false,
"edits_remaining": "2"
}
},
"previous_counts": {
"bookmark_count": 1,
"favorite_count": 4,
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0
},
"is_translatable": false,
"views": {
"count": "69334",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"note_tweet": {
"is_expandable": true,
"note_tweet_results": {
"result": {
"id": "Tm90ZVR3ZWV0OjE5NDMzNzc2NjE3ODQ0MDgwNjQ=",
"text": "Something about this kind of prompt is simply unfathomable to LLMs. They just can't perform better than chance, and I'm not sure why.\n\nMost people will dismiss this as just being \"hard math stuff\", but it is not, I swear. It is just alien to you because it is *niche*, thus, it looks scary. But, once you're fluent on the λ-Calculus, this is a very easy routine coding task. If you had a 1-week course with me, you'd be able to solve this too, and dozens of similar programs, that no LLM can. I promise you.\n\nLLMs can do surprisingly hard things. But not niche things.\n\nWhat makes this so frustrating and strange is that LLMs do know about the λ-Calculus. In fact, they know a lot about it. There are hundreds of papers about it in the training corpus. They know the jargon, they theory, the semantics. But they just can't code in it... because humans don't code in it. They know everything about the λ-Calculus, except how to use it. Because we don't.\n\nGPT-4 failed, Sonnet-3.5 failed, o1 failed, Gemini failed, o3 failed, and, now, Grok-4 failed. Yet, if only they had seen codebases written using the λ-Calculus, they wouldn't fail anymore. I could probably write a large λ-Calculus dataset, publish it, and the next LLM models would easily solve this prompt, and much harder ones.\n\nBut someone has to teach them how to use the λ-Calculus, and, so far, nobody did. That's the underlying issue: LLMs are perfect learners, but only for things that are explicitly taught. They can't learn what a human didn't teach them, and that's why they can't produce new science; after all, producing new science is learning about something of nature, without a human professor.\n\nThis is not a criticism, this is a reflection. How can we teach AIs to learn skills that are not explicitly taught to them? What is still missing, that even billions spent in RL-style post training wasn't able to fulfill?",
"entity_set": {
"hashtags": [],
"symbols": [],
"urls": [],
"user_mentions": []
},
"richtext": {
"richtext_tags": []
},
"media": {
"inline_media": []
}
}
}
},
"legacy": {
"bookmark_count": 363,
"bookmarked": false,
"created_at": "Thu Jul 10 18:31:55 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
0,
278
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/R9j73R0wAC",
"expanded_url": "https://x.com/VictorTaelin/status/1943377662015139952/photo/1",
"id_str": "1943373671281655808",
"indices": [
279,
302
],
"media_key": "3_1943373671281655808",
"media_url_https": "https://pbs.twimg.com/media/GvhADr6XAAAARlf.jpg",
"type": "photo",
"url": "https://t.co/R9j73R0wAC",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": [
{
"x": 400,
"y": 483,
"h": 232,
"w": 232
}
]
},
"medium": {
"faces": [
{
"x": 400,
"y": 483,
"h": 232,
"w": 232
}
]
},
"small": {
"faces": [
{
"x": 229,
"y": 277,
"h": 133,
"w": 133
}
]
},
"orig": {
"faces": [
{
"x": 400,
"y": 483,
"h": 232,
"w": 232
}
]
}
},
"sizes": {
"large": {
"h": 828,
"w": 1184,
"resize": "fit"
},
"medium": {
"h": 828,
"w": 1184,
"resize": "fit"
},
"small": {
"h": 476,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 828,
"width": 1184,
"focus_rects": [
{
"x": 0,
"y": 165,
"w": 1184,
"h": 663
},
{
"x": 147,
"y": 0,
"w": 828,
"h": 828
},
{
"x": 198,
"y": 0,
"w": 726,
"h": 828
},
{
"x": 354,
"y": 0,
"w": 414,
"h": 828
},
{
"x": 0,
"y": 0,
"w": 1184,
"h": 828
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1943373671281655808"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/R9j73R0wAC",
"expanded_url": "https://x.com/VictorTaelin/status/1943377662015139952/photo/1",
"id_str": "1943373671281655808",
"indices": [
279,
302
],
"media_key": "3_1943373671281655808",
"media_url_https": "https://pbs.twimg.com/media/GvhADr6XAAAARlf.jpg",
"type": "photo",
"url": "https://t.co/R9j73R0wAC",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": [
{
"x": 400,
"y": 483,
"h": 232,
"w": 232
}
]
},
"medium": {
"faces": [
{
"x": 400,
"y": 483,
"h": 232,
"w": 232
}
]
},
"small": {
"faces": [
{
"x": 229,
"y": 277,
"h": 133,
"w": 133
}
]
},
"orig": {
"faces": [
{
"x": 400,
"y": 483,
"h": 232,
"w": 232
}
]
}
},
"sizes": {
"large": {
"h": 828,
"w": 1184,
"resize": "fit"
},
"medium": {
"h": 828,
"w": 1184,
"resize": "fit"
},
"small": {
"h": 476,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 828,
"width": 1184,
"focus_rects": [
{
"x": 0,
"y": 165,
"w": 1184,
"h": 663
},
{
"x": 147,
"y": 0,
"w": 828,
"h": 828
},
{
"x": 198,
"y": 0,
"w": 726,
"h": 828
},
{
"x": 354,
"y": 0,
"w": 414,
"h": 828
},
{
"x": 0,
"y": 0,
"w": 1184,
"h": 828
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1943373671281655808"
}
}
}
]
},
"favorite_count": 739,
"favorited": false,
"full_text": "Something about this kind of prompt is simply unfathomable to LLMs. They just can't perform better than chance, and I'm not sure why.\n\nMost people will dismiss this as just being \"hard math stuff\", but it is not, I swear. It is just alien to you because it is *niche*, thus, it… https://t.co/R9j73R0wAC",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 20,
"reply_count": 129,
"retweet_count": 66,
"retweeted": false,
"user_id_str": "272239060",
"id_str": "1943377662015139952"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet"
}
}
},
{
"entryId": "conversationthread-1943379387035820294",
"sortIndex": "1953477359927558134",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943379387035820294-tweet-1943379387035820294",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943379387035820294",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyNzIyMzkwNjA=",
"rest_id": "272239060",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Sat Mar 26 03:28:43 +0000 2011",
"default_profile": true,
"default_profile_image": false,
"description": "Kind / Bend / HVM / INets / λCalculus",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "github.com/VictorTaelin",
"expanded_url": "https://github.com/VictorTaelin",
"url": "https://t.co/K3TRf4HdCG",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 41871,
"followers_count": 56919,
"friends_count": 1956,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 601,
"location": "São Paulo",
"media_count": 775,
"name": "Taelin",
"normal_followers_count": 56919,
"pinned_tweet_ids_str": [
"1791213162525524076"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/272239060/1675176203",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1757844208591704065/HOiAtIbv_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "VictorTaelin",
"statuses_count": 15101,
"translator_type": "none",
"url": "https://t.co/K3TRf4HdCG",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1498308786037178371",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943379387035820294"
],
"editable_until_msecs": "1752176326000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": true,
"views": {
"count": "8262",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Thu Jul 10 18:38:46 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
0,
27
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"favorite_count": 44,
"favorited": false,
"full_text": "large language model models",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "ca",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "272239060",
"id_str": "1943379387035820294"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943379387035820294"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943383913985880193",
"sortIndex": "1953477359927558124",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943383913985880193-tweet-1943383913985880193",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943383913985880193",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyMTI0NTcxMw==",
"rest_id": "21245713",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": false,
"created_at": "Wed Feb 18 21:55:48 +0000 2009",
"default_profile": true,
"default_profile_image": false,
"description": "Anti-physist technology brother. UAP bunker. 🐋 simp. Problems soluble, potential to improve invariant. e/acc, #bitcoin\n\n@web_spaces, @MozillaHubs",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "html5zombo.com",
"expanded_url": "https://html5zombo.com",
"url": "https://t.co/FrUw45L3Qg",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 93723,
"followers_count": 31299,
"friends_count": 2576,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 715,
"location": "Cyberspace",
"media_count": 3390,
"name": "gfodor.id",
"normal_followers_count": 31299,
"pinned_tweet_ids_str": [
"1889368230906790359"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/21245713/1638507571",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1904899227723194370/dDvlwqri_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "gfodor",
"statuses_count": 87549,
"translator_type": "none",
"url": "https://t.co/FrUw45L3Qg",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {},
"super_follow_eligible": true
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943383913985880193"
],
"editable_until_msecs": "1752177406000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "3099",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 1,
"bookmarked": false,
"created_at": "Thu Jul 10 18:56:46 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
228
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
}
]
},
"favorite_count": 20,
"favorited": false,
"full_text": "@VictorTaelin honestly it's probably just syntax. see if you can reformulate it into a syntax that's closer to a functional programming language. probably haskell is where I would start, since I've heard LLMs struggle with sexps",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "21245713",
"id_str": "1943383913985880193"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943383913985880193-tweet-1943395768238260491",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943395768238260491",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyNzIyMzkwNjA=",
"rest_id": "272239060",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Sat Mar 26 03:28:43 +0000 2011",
"default_profile": true,
"default_profile_image": false,
"description": "Kind / Bend / HVM / INets / λCalculus",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "github.com/VictorTaelin",
"expanded_url": "https://github.com/VictorTaelin",
"url": "https://t.co/K3TRf4HdCG",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 41871,
"followers_count": 56919,
"friends_count": 1956,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 601,
"location": "São Paulo",
"media_count": 775,
"name": "Taelin",
"normal_followers_count": 56919,
"pinned_tweet_ids_str": [
"1791213162525524076"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/272239060/1675176203",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1757844208591704065/HOiAtIbv_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "VictorTaelin",
"statuses_count": 15101,
"translator_type": "none",
"url": "https://t.co/K3TRf4HdCG",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1498308786037178371",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943395768238260491"
],
"editable_until_msecs": "1752180232000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "2559",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 1,
"bookmarked": false,
"created_at": "Thu Jul 10 19:43:52 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
8,
95
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "21245713",
"name": "gfodor.id",
"screen_name": "gfodor",
"indices": [
0,
7
]
}
]
},
"favorite_count": 22,
"favorited": false,
"full_text": "@gfodor it is definitely not syntax\n\nexpress this in Python, JS, or whatever, and watch it fail",
"in_reply_to_screen_name": "gfodor",
"in_reply_to_status_id_str": "1943383913985880193",
"in_reply_to_user_id_str": "21245713",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "272239060",
"id_str": "1943395768238260491"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943383913985880193-cursor-showmore-150552964",
"item": {
"itemContent": {
"itemType": "TimelineTimelineCursor",
"__typename": "TimelineTimelineCursor",
"value": "DAABCwABAAAAMEVtUEM2d0FBQUFNL2dHSk4wdkdwL0FBQUFBSWErRlFubDliQkN4cjRTVitQVmpDQggAAgAAAAYKAAMa-Elfj1YwgQ8ABAoAAAACGvhJX49WMIEa-FQnl9bBCwAA",
"cursorType": "ShowMore",
"displayTreatment": {
"actionText": "Show replies"
}
},
"clientEventInfo": {
"component": "cursor",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943396056378601973"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943384618939617580",
"sortIndex": "1953477359927558114",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943384618939617580-tweet-1943384618939617580",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943384618939617580",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNjYzNjc5MDg3Mzc2ODM4NjU2",
"rest_id": "1663679087376838656",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": false,
"created_at": "Tue May 30 22:49:46 +0000 2023",
"default_profile": true,
"default_profile_image": false,
"description": "",
"entities": {
"description": {
"urls": []
}
},
"fast_followers_count": 0,
"favourites_count": 2060,
"followers_count": 1269,
"friends_count": 644,
"has_custom_timelines": false,
"is_translator": false,
"listed_count": 7,
"location": "",
"media_count": 33,
"name": "bustdown car",
"normal_followers_count": 1269,
"pinned_tweet_ids_str": [
"1744800157986660699"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1663679087376838656/1751239642",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1940309646301945856/hyR1Bh7h_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "BustdownCar",
"statuses_count": 938,
"translator_type": "none",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943384618939617580"
],
"editable_until_msecs": "1752177574000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "3214",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
"legacy": {
"bookmark_count": 1,
"bookmarked": false,
"created_at": "Thu Jul 10 18:59:34 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
148
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
}
]
},
"favorite_count": 8,
"favorited": false,
"full_text": "@VictorTaelin Yeah they can, you just have to prompt it better.\n\nIdk wtf this is but I’ll make a prompt that works, just DM the contexts and details",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 3,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1663679087376838656",
"id_str": "1943384618939617580"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943384618939617580-tweet-1943387236902260982",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943387236902260982",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyNzIyMzkwNjA=",
"rest_id": "272239060",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Sat Mar 26 03:28:43 +0000 2011",
"default_profile": true,
"default_profile_image": false,
"description": "Kind / Bend / HVM / INets / λCalculus",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "github.com/VictorTaelin",
"expanded_url": "https://github.com/VictorTaelin",
"url": "https://t.co/K3TRf4HdCG",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 41871,
"followers_count": 56919,
"friends_count": 1956,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 601,
"location": "São Paulo",
"media_count": 775,
"name": "Taelin",
"normal_followers_count": 56919,
"pinned_tweet_ids_str": [
"1791213162525524076"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/272239060/1675176203",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1757844208591704065/HOiAtIbv_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "VictorTaelin",
"statuses_count": 15101,
"translator_type": "none",
"url": "https://t.co/K3TRf4HdCG",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1498308786037178371",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943387236902260982"
],
"editable_until_msecs": "1752178198000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "2165",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Thu Jul 10 19:09:58 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
13,
48
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "1663679087376838656",
"name": "bustdown car",
"screen_name": "BustdownCar",
"indices": [
0,
12
]
}
]
},
"favorite_count": 21,
"favorited": false,
"full_text": "@BustdownCar the entire context is in the prompt",
"in_reply_to_screen_name": "BustdownCar",
"in_reply_to_status_id_str": "1943384618939617580",
"in_reply_to_user_id_str": "1663679087376838656",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "272239060",
"id_str": "1943387236902260982"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943384618939617580-cursor-showmore-2038288899",
"item": {
"itemContent": {
"itemType": "TimelineTimelineCursor",
"__typename": "TimelineTimelineCursor",
"value": "DAABCwABAAAAMEVtUEM2d0FBQUFnL2dHSk4wdkdwL0FBQUFBSWErRXhsUEpaUTlocjRTZ094MnBFcwgAAgAAAAYKAAMa-EoDsdqRLA8ABAoAAAACGvhKA7HakSwa-ExlPJZQ9gAA",
"cursorType": "ShowMore",
"displayTreatment": {
"actionText": "Show replies"
}
},
"clientEventInfo": {
"component": "cursor",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943395685966967103"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943406731507437964",
"sortIndex": "1953477359927558104",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943406731507437964-tweet-1943406731507437964",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943406731507437964",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxMjk0NTMzMjU=",
"rest_id": "129453325",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": false,
"created_at": "Sun Apr 04 09:50:21 +0000 2010",
"default_profile": false,
"default_profile_image": false,
"description": "Making computers solve problems we can't. Occasional cypherpunk. 🏳️🌈. DMs open\n\n@nonagon on bsky",
"entities": {
"description": {
"urls": []
}
},
"fast_followers_count": 0,
"favourites_count": 3844,
"followers_count": 607,
"friends_count": 425,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 8,
"location": "San Francisco, CA",
"media_count": 187,
"name": "Zygi",
"normal_followers_count": 607,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/129453325/1438640800",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1846335381467549696/uvqdtOPh_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "nonagonono",
"statuses_count": 3706,
"translator_type": "none",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943406731507437964"
],
"editable_until_msecs": "1752182846000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "2587",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
"legacy": {
"bookmark_count": 1,
"bookmarked": false,
"created_at": "Thu Jul 10 20:27:26 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
293
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
}
]
},
"favorite_count": 6,
"favorited": false,
"full_text": "@VictorTaelin have you tried doing any sft / rl finetuning on lambda calculus/fp? my prior is that it’s not in training data (even fp is quite niche), so the argument is the same as for humans - they’re bad bc they haven’t studied, and maybe there’s good marginal improvement with just some rl",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 2,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "129453325",
"id_str": "1943406731507437964"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943406731507437964-tweet-1943408938222780789",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943408938222780789",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyNzIyMzkwNjA=",
"rest_id": "272239060",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Sat Mar 26 03:28:43 +0000 2011",
"default_profile": true,
"default_profile_image": false,
"description": "Kind / Bend / HVM / INets / λCalculus",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "github.com/VictorTaelin",
"expanded_url": "https://github.com/VictorTaelin",
"url": "https://t.co/K3TRf4HdCG",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 41871,
"followers_count": 56919,
"friends_count": 1956,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 601,
"location": "São Paulo",
"media_count": 775,
"name": "Taelin",
"normal_followers_count": 56919,
"pinned_tweet_ids_str": [
"1791213162525524076"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/272239060/1675176203",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1757844208591704065/HOiAtIbv_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "VictorTaelin",
"statuses_count": 15101,
"translator_type": "none",
"url": "https://t.co/K3TRf4HdCG",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1498308786037178371",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943408938222780789"
],
"editable_until_msecs": "1752183372000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "2013",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Thu Jul 10 20:36:12 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
12,
45
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "129453325",
"name": "Zygi",
"screen_name": "nonagonono",
"indices": [
0,
11
]
}
]
},
"favorite_count": 4,
"favorited": false,
"full_text": "@nonagonono we didn't, how would you do that?",
"in_reply_to_screen_name": "nonagonono",
"in_reply_to_status_id_str": "1943406731507437964",
"in_reply_to_user_id_str": "129453325",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "272239060",
"id_str": "1943408938222780789"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943408938222780789"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943409752685580721",
"sortIndex": "1953477359927558094",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943409752685580721-tweet-1943409752685580721",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943409752685580721",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxODUyMDY3MzUzNjQwNTM4MTEy",
"rest_id": "1852067353640538112",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Thu Oct 31 19:17:28 +0000 2024",
"default_profile": true,
"default_profile_image": false,
"description": "light of the abyss",
"entities": {
"description": {
"urls": []
}
},
"fast_followers_count": 0,
"favourites_count": 1103,
"followers_count": 174,
"friends_count": 41,
"has_custom_timelines": false,
"is_translator": false,
"listed_count": 2,
"location": "Latent Space",
"media_count": 131,
"name": "Lucina",
"normal_followers_count": 174,
"pinned_tweet_ids_str": [
"1940753757572419921"
],
"possibly_sensitive": false,
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1944909077592637440/eLYkMWl6_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "_blinding_light",
"statuses_count": 1982,
"translator_type": "none",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943409752685580721"
],
"editable_until_msecs": "1752183566000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "1600",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Thu Jul 10 20:39:26 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
68
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
}
]
},
"favorite_count": 6,
"favorited": false,
"full_text": "@VictorTaelin continuous RL with trace compression and self-feedback",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1852067353640538112",
"id_str": "1943409752685580721"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943409752685580721-tweet-1943409820037431527",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943409820037431527",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyNzIyMzkwNjA=",
"rest_id": "272239060",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Sat Mar 26 03:28:43 +0000 2011",
"default_profile": true,
"default_profile_image": false,
"description": "Kind / Bend / HVM / INets / λCalculus",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "github.com/VictorTaelin",
"expanded_url": "https://github.com/VictorTaelin",
"url": "https://t.co/K3TRf4HdCG",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 41871,
"followers_count": 56919,
"friends_count": 1956,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 601,
"location": "São Paulo",
"media_count": 775,
"name": "Taelin",
"normal_followers_count": 56919,
"pinned_tweet_ids_str": [
"1791213162525524076"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/272239060/1675176203",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1757844208591704065/HOiAtIbv_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "VictorTaelin",
"statuses_count": 15101,
"translator_type": "none",
"url": "https://t.co/K3TRf4HdCG",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1498308786037178371",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943409820037431527"
],
"editable_until_msecs": "1752183582000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "1313",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Thu Jul 10 20:39:42 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
17,
29
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "1852067353640538112",
"name": "Lucina",
"screen_name": "_blinding_light",
"indices": [
0,
16
]
}
]
},
"favorite_count": 2,
"favorited": false,
"full_text": "@_blinding_light tell me more",
"in_reply_to_screen_name": "_blinding_light",
"in_reply_to_status_id_str": "1943409752685580721",
"in_reply_to_user_id_str": "1852067353640538112",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "272239060",
"id_str": "1943409820037431527"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943409752685580721-cursor-showmore-859805097",
"item": {
"itemContent": {
"itemType": "TimelineTimelineCursor",
"__typename": "TimelineTimelineCursor",
"value": "DAABCwABAAAAMEVtUEM2d0FBQUFVL2dHSk4wdkdwL0FBQUFBSWErR0RmbWRxUnNScjRZTzlJVmtEbggAAgAAAAYKAAMa-GDfmdqRsQ8ABAoAAAACGvhg35nakbEa-GDvSFZA5wAA",
"cursorType": "ShowMore",
"displayTreatment": {
"actionText": "Show replies"
}
},
"clientEventInfo": {
"component": "cursor",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943698885869777357"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943383172881764754",
"sortIndex": "1953477359927558084",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943383172881764754-tweet-1943383172881764754",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943383172881764754",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjo1ODc4NzIy",
"rest_id": "5878722",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": false,
"can_media_tag": true,
"created_at": "Tue May 08 22:37:45 +0000 2007",
"default_profile": false,
"default_profile_image": false,
"description": "Duck screaming into the wind hobby coding with LLMs. Ask why and can we do it better. Lets change the World, DMs open https://t.co/SO8CfHYOhr",
"entities": {
"description": {
"urls": [
{
"display_url": "discord.gg/y6PBPpfdtu",
"expanded_url": "https://discord.gg/y6PBPpfdtu",
"url": "https://t.co/SO8CfHYOhr",
"indices": [
118,
141
]
}
]
},
"url": {
"urls": [
{
"display_url": "github.com/CrazyDubya/pro…",
"expanded_url": "https://github.com/CrazyDubya/projects/tree/main/ChatGPTArchive",
"url": "https://t.co/WCNxzdCJ39",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 257,
"followers_count": 259,
"friends_count": 296,
"has_custom_timelines": false,
"is_translator": false,
"listed_count": 0,
"location": "",
"media_count": 440,
"name": "AI SAT",
"normal_followers_count": 259,
"pinned_tweet_ids_str": [
"1947312273309020613"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/5878722/1715780407",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1952497513447002112/2Hahkd5a_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "RubberDucky_AI",
"statuses_count": 2900,
"translator_type": "none",
"url": "https://t.co/WCNxzdCJ39",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943383172881764754"
],
"editable_until_msecs": "1752177229000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "2330",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Thu Jul 10 18:53:49 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
278
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/4nIlOJ9YFu",
"expanded_url": "https://x.com/RubberDucky_AI/status/1943383172881764754/photo/1",
"id_str": "1943382974184984578",
"indices": [
279,
302
],
"media_key": "3_1943382974184984578",
"media_url_https": "https://pbs.twimg.com/media/GvhIhL7WkAIp8Y5.jpg",
"type": "photo",
"url": "https://t.co/4nIlOJ9YFu",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 2048,
"w": 946,
"resize": "fit"
},
"medium": {
"h": 1200,
"w": 554,
"resize": "fit"
},
"small": {
"h": 680,
"w": 314,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 2048,
"width": 946,
"focus_rects": [
{
"x": 0,
"y": 706,
"w": 946,
"h": 530
},
{
"x": 0,
"y": 498,
"w": 946,
"h": 946
},
{
"x": 0,
"y": 432,
"w": 946,
"h": 1078
},
{
"x": 0,
"y": 25,
"w": 946,
"h": 1892
},
{
"x": 0,
"y": 0,
"w": 946,
"h": 2048
}
]
},
"media_results": {
"result": {
"media_key": "3_1943382974184984578"
}
}
},
{
"display_url": "pic.x.com/4nIlOJ9YFu",
"expanded_url": "https://x.com/RubberDucky_AI/status/1943383172881764754/photo/1",
"id_str": "1943382974130483200",
"indices": [
279,
302
],
"media_key": "3_1943382974130483200",
"media_url_https": "https://pbs.twimg.com/media/GvhIhLuW8AAnJ6v.jpg",
"type": "photo",
"url": "https://t.co/4nIlOJ9YFu",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 2048,
"w": 946,
"resize": "fit"
},
"medium": {
"h": 1200,
"w": 554,
"resize": "fit"
},
"small": {
"h": 680,
"w": 314,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 2048,
"width": 946,
"focus_rects": [
{
"x": 0,
"y": 706,
"w": 946,
"h": 530
},
{
"x": 0,
"y": 498,
"w": 946,
"h": 946
},
{
"x": 0,
"y": 432,
"w": 946,
"h": 1078
},
{
"x": 0,
"y": 25,
"w": 946,
"h": 1892
},
{
"x": 0,
"y": 0,
"w": 946,
"h": 2048
}
]
},
"media_results": {
"result": {
"media_key": "3_1943382974130483200"
}
}
},
{
"display_url": "pic.x.com/4nIlOJ9YFu",
"expanded_url": "https://x.com/RubberDucky_AI/status/1943383172881764754/photo/1",
"id_str": "1943382974155706368",
"indices": [
279,
302
],
"media_key": "3_1943382974155706368",
"media_url_https": "https://pbs.twimg.com/media/GvhIhL0X0AA8iV8.jpg",
"type": "photo",
"url": "https://t.co/4nIlOJ9YFu",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 2048,
"w": 946,
"resize": "fit"
},
"medium": {
"h": 1200,
"w": 554,
"resize": "fit"
},
"small": {
"h": 680,
"w": 314,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 2048,
"width": 946,
"focus_rects": [
{
"x": 0,
"y": 1518,
"w": 946,
"h": 530
},
{
"x": 0,
"y": 1102,
"w": 946,
"h": 946
},
{
"x": 0,
"y": 970,
"w": 946,
"h": 1078
},
{
"x": 0,
"y": 156,
"w": 946,
"h": 1892
},
{
"x": 0,
"y": 0,
"w": 946,
"h": 2048
}
]
},
"media_results": {
"result": {
"media_key": "3_1943382974155706368"
}
}
},
{
"display_url": "pic.x.com/4nIlOJ9YFu",
"expanded_url": "https://x.com/RubberDucky_AI/status/1943383172881764754/photo/1",
"id_str": "1943382974159814656",
"indices": [
279,
302
],
"media_key": "3_1943382974159814656",
"media_url_https": "https://pbs.twimg.com/media/GvhIhL1WgAAz4d5.jpg",
"type": "photo",
"url": "https://t.co/4nIlOJ9YFu",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 2048,
"w": 946,
"resize": "fit"
},
"medium": {
"h": 1200,
"w": 554,
"resize": "fit"
},
"small": {
"h": 680,
"w": 314,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 2048,
"width": 946,
"focus_rects": [
{
"x": 0,
"y": 706,
"w": 946,
"h": 530
},
{
"x": 0,
"y": 498,
"w": 946,
"h": 946
},
{
"x": 0,
"y": 432,
"w": 946,
"h": 1078
},
{
"x": 0,
"y": 25,
"w": 946,
"h": 1892
},
{
"x": 0,
"y": 0,
"w": 946,
"h": 2048
}
]
},
"media_results": {
"result": {
"media_key": "3_1943382974159814656"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
}
]
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/4nIlOJ9YFu",
"expanded_url": "https://x.com/RubberDucky_AI/status/1943383172881764754/photo/1",
"id_str": "1943382974184984578",
"indices": [
279,
302
],
"media_key": "3_1943382974184984578",
"media_url_https": "https://pbs.twimg.com/media/GvhIhL7WkAIp8Y5.jpg",
"type": "photo",
"url": "https://t.co/4nIlOJ9YFu",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 2048,
"w": 946,
"resize": "fit"
},
"medium": {
"h": 1200,
"w": 554,
"resize": "fit"
},
"small": {
"h": 680,
"w": 314,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 2048,
"width": 946,
"focus_rects": [
{
"x": 0,
"y": 706,
"w": 946,
"h": 530
},
{
"x": 0,
"y": 498,
"w": 946,
"h": 946
},
{
"x": 0,
"y": 432,
"w": 946,
"h": 1078
},
{
"x": 0,
"y": 25,
"w": 946,
"h": 1892
},
{
"x": 0,
"y": 0,
"w": 946,
"h": 2048
}
]
},
"media_results": {
"result": {
"media_key": "3_1943382974184984578"
}
}
},
{
"display_url": "pic.x.com/4nIlOJ9YFu",
"expanded_url": "https://x.com/RubberDucky_AI/status/1943383172881764754/photo/1",
"id_str": "1943382974130483200",
"indices": [
279,
302
],
"media_key": "3_1943382974130483200",
"media_url_https": "https://pbs.twimg.com/media/GvhIhLuW8AAnJ6v.jpg",
"type": "photo",
"url": "https://t.co/4nIlOJ9YFu",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 2048,
"w": 946,
"resize": "fit"
},
"medium": {
"h": 1200,
"w": 554,
"resize": "fit"
},
"small": {
"h": 680,
"w": 314,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 2048,
"width": 946,
"focus_rects": [
{
"x": 0,
"y": 706,
"w": 946,
"h": 530
},
{
"x": 0,
"y": 498,
"w": 946,
"h": 946
},
{
"x": 0,
"y": 432,
"w": 946,
"h": 1078
},
{
"x": 0,
"y": 25,
"w": 946,
"h": 1892
},
{
"x": 0,
"y": 0,
"w": 946,
"h": 2048
}
]
},
"media_results": {
"result": {
"media_key": "3_1943382974130483200"
}
}
},
{
"display_url": "pic.x.com/4nIlOJ9YFu",
"expanded_url": "https://x.com/RubberDucky_AI/status/1943383172881764754/photo/1",
"id_str": "1943382974155706368",
"indices": [
279,
302
],
"media_key": "3_1943382974155706368",
"media_url_https": "https://pbs.twimg.com/media/GvhIhL0X0AA8iV8.jpg",
"type": "photo",
"url": "https://t.co/4nIlOJ9YFu",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 2048,
"w": 946,
"resize": "fit"
},
"medium": {
"h": 1200,
"w": 554,
"resize": "fit"
},
"small": {
"h": 680,
"w": 314,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 2048,
"width": 946,
"focus_rects": [
{
"x": 0,
"y": 1518,
"w": 946,
"h": 530
},
{
"x": 0,
"y": 1102,
"w": 946,
"h": 946
},
{
"x": 0,
"y": 970,
"w": 946,
"h": 1078
},
{
"x": 0,
"y": 156,
"w": 946,
"h": 1892
},
{
"x": 0,
"y": 0,
"w": 946,
"h": 2048
}
]
},
"media_results": {
"result": {
"media_key": "3_1943382974155706368"
}
}
},
{
"display_url": "pic.x.com/4nIlOJ9YFu",
"expanded_url": "https://x.com/RubberDucky_AI/status/1943383172881764754/photo/1",
"id_str": "1943382974159814656",
"indices": [
279,
302
],
"media_key": "3_1943382974159814656",
"media_url_https": "https://pbs.twimg.com/media/GvhIhL1WgAAz4d5.jpg",
"type": "photo",
"url": "https://t.co/4nIlOJ9YFu",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 2048,
"w": 946,
"resize": "fit"
},
"medium": {
"h": 1200,
"w": 554,
"resize": "fit"
},
"small": {
"h": 680,
"w": 314,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 2048,
"width": 946,
"focus_rects": [
{
"x": 0,
"y": 706,
"w": 946,
"h": 530
},
{
"x": 0,
"y": 498,
"w": 946,
"h": 946
},
{
"x": 0,
"y": 432,
"w": 946,
"h": 1078
},
{
"x": 0,
"y": 25,
"w": 946,
"h": 1892
},
{
"x": 0,
"y": 0,
"w": 946,
"h": 2048
}
]
},
"media_results": {
"result": {
"media_key": "3_1943382974159814656"
}
}
}
]
},
"favorite_count": 4,
"favorited": false,
"full_text": "@VictorTaelin I had to see what Grok came up with….\n9 and half minutes later..\n\nfS = λg.λt.λe0.(t (λh.(F h (g (λk.(t (λh.k))) e0))))\n\nRandom sampling of its “thinking attached”\n\nI only understood about 20% but was fascinating watching it work through - but no clue if it right 😃 https://t.co/4nIlOJ9YFu",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "5878722",
"id_str": "1943383172881764754"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943383172881764754-tweet-1943386578421792909",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943386578421792909",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyNzIyMzkwNjA=",
"rest_id": "272239060",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Sat Mar 26 03:28:43 +0000 2011",
"default_profile": true,
"default_profile_image": false,
"description": "Kind / Bend / HVM / INets / λCalculus",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "github.com/VictorTaelin",
"expanded_url": "https://github.com/VictorTaelin",
"url": "https://t.co/K3TRf4HdCG",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 41871,
"followers_count": 56919,
"friends_count": 1956,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 601,
"location": "São Paulo",
"media_count": 775,
"name": "Taelin",
"normal_followers_count": 56919,
"pinned_tweet_ids_str": [
"1791213162525524076"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/272239060/1675176203",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1757844208591704065/HOiAtIbv_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "VictorTaelin",
"statuses_count": 15101,
"translator_type": "none",
"url": "https://t.co/K3TRf4HdCG",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1498308786037178371",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943386578421792909"
],
"editable_until_msecs": "1752178041000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "1796",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 1,
"bookmarked": false,
"created_at": "Thu Jul 10 19:07:21 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
16,
88
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "5878722",
"name": "AI SAT",
"screen_name": "RubberDucky_AI",
"indices": [
0,
15
]
}
]
},
"favorite_count": 21,
"favorited": false,
"full_text": "@RubberDucky_AI not only it is wrong but it isn't even affine (notice `t` is used twice)",
"in_reply_to_screen_name": "RubberDucky_AI",
"in_reply_to_status_id_str": "1943383172881764754",
"in_reply_to_user_id_str": "5878722",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 2,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "272239060",
"id_str": "1943386578421792909"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943383172881764754-cursor-showmore-585794938",
"item": {
"itemContent": {
"itemType": "TimelineTimelineCursor",
"__typename": "TimelineTimelineCursor",
"value": "DAABCwABAAAAMEVtUEM2d0FBQUFZL2dHSk4wdkdwL0FBQUFBSWErRWl6QWhiUmtocjRTOHZzRjhDTggAAgAAAAYKAAMa-EizAhbRkg8ABAoAAAACGvhIswIW0ZIa-EvL7BfAjQAA",
"cursorType": "ShowMore",
"displayTreatment": {
"actionText": "Show replies"
}
},
"clientEventInfo": {
"component": "cursor",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943667796967092607"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943594184960872484",
"sortIndex": "1953477359927558074",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943594184960872484-tweet-1943594184960872484",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943594184960872484",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxMjc3Mjk0MjUwODk2NTY0MjI0",
"rest_id": "1277294250896564224",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Sun Jun 28 17:34:23 +0000 2020",
"default_profile": true,
"default_profile_image": false,
"description": "Haskell, Agda, Idris and Nix. h8ro-cis-wyt: pronouns are ho / hum",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "senate.lol",
"expanded_url": "http://senate.lol",
"url": "https://t.co/3y3dhRUr16",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 10853,
"followers_count": 354,
"friends_count": 607,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 1,
"location": "Iberia, GMT",
"media_count": 11,
"name": "o1lo01ol1o",
"normal_followers_count": 354,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1506218732103815171/l9oKZ6p5_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "o1lo01ol1o",
"statuses_count": 2744,
"translator_type": "none",
"url": "https://t.co/3y3dhRUr16",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943594184960872484"
],
"editable_until_msecs": "1752227538000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "630",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Fri Jul 11 08:52:18 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
196
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
}
]
},
"favorite_count": 3,
"favorited": false,
"full_text": "@VictorTaelin You should do a fine tune / rl loop using neogen output as synthetic data and see if you can get a llama 4 to learn ulc. I bet you can, but there will be a generalization cost to it.",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1277294250896564224",
"id_str": "1943594184960872484"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943594184960872484-tweet-1943710525898043681",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943710525898043681",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyNzIyMzkwNjA=",
"rest_id": "272239060",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Sat Mar 26 03:28:43 +0000 2011",
"default_profile": true,
"default_profile_image": false,
"description": "Kind / Bend / HVM / INets / λCalculus",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "github.com/VictorTaelin",
"expanded_url": "https://github.com/VictorTaelin",
"url": "https://t.co/K3TRf4HdCG",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 41871,
"followers_count": 56919,
"friends_count": 1956,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 601,
"location": "São Paulo",
"media_count": 775,
"name": "Taelin",
"normal_followers_count": 56919,
"pinned_tweet_ids_str": [
"1791213162525524076"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/272239060/1675176203",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1757844208591704065/HOiAtIbv_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "VictorTaelin",
"statuses_count": 15101,
"translator_type": "none",
"url": "https://t.co/K3TRf4HdCG",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1498308786037178371",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943710525898043681"
],
"editable_until_msecs": "1752255276000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "362",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Fri Jul 11 16:34:36 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
12,
21
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "1277294250896564224",
"name": "o1lo01ol1o",
"screen_name": "o1lo01ol1o",
"indices": [
0,
11
]
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "@o1lo01ol1o why llama",
"in_reply_to_screen_name": "o1lo01ol1o",
"in_reply_to_status_id_str": "1943594184960872484",
"in_reply_to_user_id_str": "1277294250896564224",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "272239060",
"id_str": "1943710525898043681"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943710525898043681"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943406043406778371",
"sortIndex": "1953477359927558064",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943406043406778371-tweet-1943406043406778371",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943406043406778371",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNzUyODI2MDM=",
"rest_id": "175282603",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": false,
"can_media_tag": false,
"created_at": "Fri Aug 06 04:58:18 +0000 2010",
"default_profile": false,
"default_profile_image": false,
"description": "🇦🇺 Co-founder: @AnswerDotAI & @FastDotAI ;\nPrev: professor @ UQ; Stanford fellow; @kaggle president; @fastmail/@enlitic/etc founder\nhttps://t.co/16UBFTX7mo",
"entities": {
"description": {
"urls": [
{
"display_url": "jeremy.fast.ai",
"expanded_url": "https://jeremy.fast.ai/",
"url": "https://t.co/16UBFTX7mo",
"indices": [
132,
155
]
}
]
},
"url": {
"urls": [
{
"display_url": "answer.ai",
"expanded_url": "http://answer.ai",
"url": "https://t.co/3lh0uQDdfN",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 10013,
"followers_count": 256839,
"friends_count": 5994,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 5244,
"location": "Brisbane/Queensland, Australia",
"media_count": 2789,
"name": "Jeremy Howard",
"normal_followers_count": 256839,
"pinned_tweet_ids_str": [
"1734606378331951318"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/175282603/1594860705",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1279600070145437696/eocLhSLu_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "jeremyphoward",
"statuses_count": 62975,
"translator_type": "none",
"url": "https://t.co/3lh0uQDdfN",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943406043406778371"
],
"editable_until_msecs": "1752182682000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "3290",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 7,
"bookmarked": false,
"created_at": "Thu Jul 10 20:24:42 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
103
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
}
]
},
"favorite_count": 50,
"favorited": false,
"full_text": "@VictorTaelin This is the fundamental limitation of LLMs for which there isn't a clear path to solving.",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 4,
"retweet_count": 1,
"retweeted": false,
"user_id_str": "175282603",
"id_str": "1943406043406778371"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943406043406778371"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943381201223397457",
"sortIndex": "1953477359927558054",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943381201223397457-tweet-1943381201223397457",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943381201223397457",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyMTY2NTYyMDA=",
"rest_id": "216656200",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Wed Nov 17 11:11:19 +0000 2010",
"default_profile": false,
"default_profile_image": false,
"description": "lead eng @disneyplus. building https://t.co/1CTL2kOd3Y sorry not raising $15 million",
"entities": {
"description": {
"urls": [
{
"display_url": "perssua.com",
"expanded_url": "http://perssua.com",
"url": "https://t.co/1CTL2kOd3Y",
"indices": [
31,
54
]
}
]
},
"url": {
"urls": [
{
"display_url": "youtube.com/lucasmontano",
"expanded_url": "https://www.youtube.com/lucasmontano",
"url": "https://t.co/qs85eF90fb",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 16328,
"followers_count": 59431,
"friends_count": 682,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 0,
"location": "Amsterdam",
"media_count": 1859,
"name": "montano",
"normal_followers_count": 59431,
"pinned_tweet_ids_str": [
"1916919355373125735"
],
"possibly_sensitive": false,
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1761032243663826944/_-Vhop5v_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "lucas_montano",
"statuses_count": 12358,
"translator_type": "none",
"url": "https://t.co/qs85eF90fb",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1565699241967865857",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {
"is_enabled": true,
"bitcoin_handle": "bc1qwx84fhqrc58608hv0522tuztvs7nxcn3zv3weu",
"ethereum_handle": "0x67C793bFb5e5fa0e7BA2D5980Cbc7e28432bF7B3"
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943381201223397457"
],
"editable_until_msecs": "1752176759000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "867",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Thu Jul 10 18:45:59 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
53
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
}
]
},
"favorite_count": 3,
"favorited": false,
"full_text": "@VictorTaelin teach me in one hour… during a live pls",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "216656200",
"id_str": "1943381201223397457"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943381201223397457"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943410233197711401",
"sortIndex": "1953477359927558044",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943410233197711401-tweet-1943410233197711401",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943410233197711401",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDQzODAzOTM2NDk4OTI5NjY3",
"rest_id": "1443803936498929667",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Fri Oct 01 05:05:47 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "co-founder of https://t.co/eQdq3ZxiQ5 - agent training. prev. @a16z - enthusiastic cook/wannabe somm",
"entities": {
"description": {
"urls": [
{
"display_url": "obl.dev",
"expanded_url": "http://obl.dev",
"url": "https://t.co/eQdq3ZxiQ5",
"indices": [
14,
37
]
}
]
},
"url": {
"urls": [
{
"display_url": "obl.dev",
"expanded_url": "http://obl.dev",
"url": "https://t.co/eQdq3ZxiQ5",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 6570,
"followers_count": 1269,
"friends_count": 5122,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 21,
"location": "Palo Alto, CA",
"media_count": 54,
"name": "Daljeet",
"normal_followers_count": 1269,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1443803936498929667/1677527651",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1849308083086041088/XJQIxW4L_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "daljeet_v",
"statuses_count": 1166,
"translator_type": "none",
"url": "https://t.co/eQdq3ZxiQ5",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943410233197711401"
],
"editable_until_msecs": "1752183681000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "977",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"note_tweet": {
"is_expandable": true,
"note_tweet_results": {
"result": {
"id": "Tm90ZVR3ZWV0OjE5NDM0MTAyMzMwODQzNzA5NDQ=",
"text": "Totally agree that this is not about syntax, but structural generalization. This λ-calculus fold problem I think folds into the kind of computation that Pushdown Layers (@ShikharMurty et al., EMNLP '23) were designed to help LLMs approximate — recursive, stack-sensitive structure.\n\nThe failure is the lack of a built-in mechanism for depth-aware composition. Pushdown Layers added a stack-tape to self-attention, tracking estimated token depths and enabling reductions. Pushdown Layers aren’t the whole answer, but they might be a missing piece to your question — “How do we teach LLMs to actually use λ-calculus?”",
"entity_set": {
"hashtags": [],
"symbols": [],
"urls": [],
"user_mentions": [
{
"id_str": "956335588453498885",
"name": "Shikhar",
"screen_name": "ShikharMurty",
"indices": [
170,
183
]
}
]
},
"richtext": {
"richtext_tags": []
},
"media": {
"inline_media": []
}
}
}
},
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Thu Jul 10 20:41:21 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
285
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
},
{
"id_str": "956335588453498885",
"name": "Shikhar",
"screen_name": "ShikharMurty",
"indices": [
184,
197
]
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "@VictorTaelin Totally agree that this is not about syntax, but structural generalization. This λ-calculus fold problem I think folds into the kind of computation that Pushdown Layers (@ShikharMurty et al., EMNLP '23) were designed to help LLMs approximate — recursive, stack-sensitive…",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1443803936498929667",
"id_str": "1943410233197711401"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943410233197711401"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943646980040696031",
"sortIndex": "1953477359927558034",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943646980040696031-tweet-1943646980040696031",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943646980040696031",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNjQ2NDk0MDcxNzMxNjcxMDQz",
"rest_id": "1646494071731671043",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Thu Apr 13 13:00:04 +0000 2023",
"default_profile": true,
"default_profile_image": false,
"description": "Devoted to addressing alignment. We develop state of the art open sourced AI. \nhttps://t.co/oANsMnut7V\nhttps://t.co/6aJDLUvuU5",
"entities": {
"description": {
"urls": [
{
"display_url": "discord.gg/Zb9Yx6BAeK",
"expanded_url": "https://discord.gg/Zb9Yx6BAeK",
"url": "https://t.co/oANsMnut7V",
"indices": [
79,
102
]
},
{
"display_url": "Alignmentlab.ai",
"expanded_url": "http://Alignmentlab.ai",
"url": "https://t.co/6aJDLUvuU5",
"indices": [
103,
126
]
}
]
},
"url": {
"urls": [
{
"display_url": "Alignmentlab.ai",
"expanded_url": "http://Alignmentlab.ai",
"url": "https://t.co/6aJDLUvuU5",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 1649,
"followers_count": 12463,
"friends_count": 3933,
"has_custom_timelines": false,
"is_translator": false,
"listed_count": 256,
"location": "Your Digital Ecosystem",
"media_count": 346,
"name": "Alignment Lab AI",
"normal_followers_count": 12463,
"pinned_tweet_ids_str": [
"1947797238702317623"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1646494071731671043/1681716230",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1646518591809024000/V8GUhrje_normal.png",
"profile_interstitial_type": "",
"screen_name": "alignment_lab",
"statuses_count": 6865,
"translator_type": "none",
"url": "https://t.co/6aJDLUvuU5",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1646522655137480704",
"professional_type": "Business",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {},
"super_follow_eligible": true
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943646980040696031"
],
"editable_until_msecs": "1752240125000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "148",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Fri Jul 11 12:22:05 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
79
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "@VictorTaelin It's got to be the tokenization rendering the variables ambiguous",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1646494071731671043",
"id_str": "1943646980040696031"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943646980040696031"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943466487622304208",
"sortIndex": "1953477359927558024",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943466487622304208-tweet-1943466487622304208",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943466487622304208",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDA2ODAzNzAyOTUwODY2OTQ1",
"rest_id": "1406803702950866945",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Mon Jun 21 02:38:52 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "Learn physics",
"entities": {
"description": {
"urls": []
}
},
"fast_followers_count": 0,
"favourites_count": 48390,
"followers_count": 23420,
"friends_count": 5003,
"has_custom_timelines": false,
"is_translator": false,
"listed_count": 134,
"location": "",
"media_count": 14056,
"name": "Physics Memes",
"normal_followers_count": 23420,
"pinned_tweet_ids_str": [
"1884723605457809582"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1406803702950866945/1723964140",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1636894510465847297/RnQ2bbgE_normal.png",
"profile_interstitial_type": "",
"screen_name": "ThePhysicsMemes",
"statuses_count": 32771,
"translator_type": "none",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {
"is_enabled": true,
"bitcoin_handle": "33TmBxGux4ZeSh5ppqLBGLGNizR8vX7zcv",
"ethereum_handle": "0x9df21d70b75a3c65cbcd74449865ea12d299c5ac"
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943466487622304208"
],
"editable_until_msecs": "1752197093000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "99",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Fri Jul 11 00:24:53 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
109
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "@VictorTaelin Maybe add what all that is in the context. Definitions, etc. Like you would teach in a textbook",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1406803702950866945",
"id_str": "1943466487622304208"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943466487622304208"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943381865265520743",
"sortIndex": "1953477359927558014",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943381865265520743-tweet-1943381865265520743",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943381865265520743",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxODU1OTI0Mw==",
"rest_id": "18559243",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": false,
"created_at": "Fri Jan 02 18:58:09 +0000 2009",
"default_profile": false,
"default_profile_image": false,
"description": "LLMs, ML, A.I.; Math PhD, nonlinear opt; I code. A social networking pioneer: Ryze, Napster; Longevity: Question assumptions - Opportunity. 🌱 🌊 ; next move?",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "iShipCode.com",
"expanded_url": "https://www.iShipCode.com",
"url": "https://t.co/MA4gRVB4P7",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 371052,
"followers_count": 4003,
"friends_count": 5569,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 127,
"location": "U.S. Timezone",
"media_count": 871,
"name": "Adrian Scott | LLMs AI",
"normal_followers_count": 4003,
"pinned_tweet_ids_str": [
"1177313872316968960"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/18559243/1738426566",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1885723690957942784/U33Y25xH_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "adrianscottcom",
"statuses_count": 27597,
"translator_type": "none",
"url": "https://t.co/MA4gRVB4P7",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943381865265520743"
],
"editable_until_msecs": "1752176917000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "683",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Thu Jul 10 18:48:37 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
53
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
}
]
},
"favorite_count": 0,
"favorited": false,
"full_text": "@VictorTaelin synthetic code-generation/training loop",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "18559243",
"id_str": "1943381865265520743"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943381865265520743"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943545441171230749",
"sortIndex": "1953477359927558004",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943545441171230749-tweet-1943545441171230749",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943545441171230749",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxMjgyMzY3OTY1OTM0MTA0NTc3",
"rest_id": "1282367965934104577",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Sun Jul 12 17:35:38 +0000 2020",
"default_profile": true,
"default_profile_image": false,
"description": "co-founder @agency42co | building digital minds and other alien technologies",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "kenneth.computer",
"expanded_url": "http://kenneth.computer",
"url": "https://t.co/eACVkAnqwm",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 32980,
"followers_count": 1605,
"friends_count": 846,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 41,
"location": "Los Angeles, CA",
"media_count": 395,
"name": "ken",
"normal_followers_count": 1605,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1282367965934104577/1728097574",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1842027794039242752/fBWHI4Jd_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "local0ptimist",
"statuses_count": 9534,
"translator_type": "none",
"url": "https://t.co/eACVkAnqwm",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943545441171230749"
],
"editable_until_msecs": "1752215917000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "110",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Fri Jul 11 05:38:37 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
58
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
}
]
},
"favorite_count": 0,
"favorited": false,
"full_text": "@VictorTaelin have you tried letting it reason in chinese?",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1282367965934104577",
"id_str": "1943545441171230749"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943545441171230749"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943592623748403501",
"sortIndex": "1953477359927557994",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943592623748403501-tweet-1943592623748403501",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943592623748403501",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyMzgyNTgyNA==",
"rest_id": "23825824",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": false,
"can_media_tag": true,
"created_at": "Wed Mar 11 20:41:34 +0000 2009",
"default_profile": true,
"default_profile_image": false,
"description": "Fantasy Top Mod - Nad in Training - Sickest Pen in Crypto - Mibera - Just a Pen",
"entities": {
"description": {
"urls": []
}
},
"fast_followers_count": 0,
"favourites_count": 104620,
"followers_count": 6557,
"friends_count": 5495,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 31,
"location": "Web3",
"media_count": 2089,
"name": "Sick Ass Pen (Hero Journey Arc)",
"normal_followers_count": 6557,
"pinned_tweet_ids_str": [
"1952495842201620655"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/23825824/1746824438",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1952416021907640320/9KjWlwAK_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "ItTakesElevenBD",
"statuses_count": 99352,
"translator_type": "none",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943592623748403501"
],
"editable_until_msecs": "1752227166000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "13",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Fri Jul 11 08:46:06 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
97
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
}
]
},
"favorite_count": 0,
"favorited": false,
"full_text": "@VictorTaelin LLMs struggle with niche concepts, but that's where humans shine. Embrace the niche",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "23825824",
"id_str": "1943592623748403501"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943592623748403501"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1943469831837356082",
"sortIndex": "1953477359927557984",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1943469831837356082-tweet-1943469831837356082",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1943469831837356082",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyODcyNzIwNTYy",
"rest_id": "2872720562",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": false,
"created_at": "Thu Oct 23 05:55:44 +0000 2014",
"default_profile": false,
"default_profile_image": false,
"description": "Any sufficiently advanced technology is indistinguishable from magic. Arthur C. Clarke.",
"entities": {
"description": {
"urls": []
}
},
"fast_followers_count": 0,
"favourites_count": 210051,
"followers_count": 17822,
"friends_count": 226,
"has_custom_timelines": false,
"is_translator": false,
"listed_count": 195,
"location": "",
"media_count": 4355,
"name": "Emily",
"normal_followers_count": 17822,
"pinned_tweet_ids_str": [
"1952541897429533029"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/2872720562/1753767055",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1860941638421676032/htXQ7sJA_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "IamEmily2050",
"statuses_count": 41022,
"translator_type": "none",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1646699840049664000",
"professional_type": "Creator",
"category": [
{
"id": 1041,
"name": "Digital Creator",
"icon_name": ""
}
]
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1943469831837356082"
],
"editable_until_msecs": "1752197890000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "136",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Fri Jul 11 00:38:10 +0000 2025",
"conversation_id_str": "1943377662015139952",
"display_text_range": [
14,
72
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "272239060",
"name": "Taelin",
"screen_name": "VictorTaelin",
"indices": [
0,
13
]
}
]
},
"favorite_count": 0,
"favorited": false,
"full_text": "@VictorTaelin I hope these types of prompts get solved early next year 🙏",
"in_reply_to_screen_name": "VictorTaelin",
"in_reply_to_status_id_str": "1943377662015139952",
"in_reply_to_user_id_str": "272239060",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "2872720562",
"id_str": "1943469831837356082"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1943469831837356082"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "cursor-bottom-1953477359927557983",
"sortIndex": "1953477359927557983",
"content": {
"entryType": "TimelineTimelineCursor",
"__typename": "TimelineTimelineCursor",
"value": "DAAFCgABGxwlTxM__10LAAIAAAEQRW1QQzZ3QUFBZlEvZ0dKTjB2R3AvQUFBQUJjYStRaWRGaHVRSkJyNGw0UGVXcEF5R3ZrSE1aYVgwUzBhK1hKczBsY3hJUnI0bEhrN21vSFFHdmhHNS9JWHNGRWErRXhsUEpaUTlocjRSVUdNRmlFR0d2azRvV1lXSU44YStHQWgrQmFCZFJyNFNnT3gycEVzR3ZoZzM1bmFrYkVhK0VPdjZOZHdjQnI0U0xNQ0Z0R1NHdmhoVDNxYjBDa2ErRjEvOTV2QUF4cjRTOHZzRjhDTkd2aFVKNWZXd1FzYStFbGZqMVl3Z1JyNDNFZ0oxMUFkR3ZoZUlDMmFrWXdhK0dEdlNGWkE1eHI0UjRLT0ZtQm4IAAMAAAACAAA",
"cursorType": "Bottom"
}
}
]
},
{
"type": "TimelineTerminateTimeline",
"direction": "Top"
}
],
"metadata": {
"reader_mode_config": {
"is_reader_mode_available": true
},
"scribeConfig": {
"page": "ranked_replies"
}
}
}
}
}