@gerardsans
@asaio87 You are absolutely right. This argument is supported by various research lines of work. If interested, look up for terms: AI slop, model collapse and enshittification, here applied to code.
Viewing enriched Twitter post
@asaio87 You are absolutely right. This argument is supported by various research lines of work. If interested, look up for terms: AI slop, model collapse and enshittification, here applied to code.
{
"score": 0.38,
"score_components": {
"author": 0.09,
"engagement": 0.0,
"quality": 0.08000000000000002,
"source": 0.135,
"nlp": 0.05,
"recency": 0.025
},
"scored_at": "2026-03-08T14:21:06.482108",
"import_source": "api_import",
"source_tagged_at": "2026-03-08T14:21:06.482120",
"enriched": true,
"enriched_at": "2026-03-08T14:21:06.482123"
} {
"type": "tweet",
"id": "2030631792965722248",
"url": "https://x.com/gerardsans/status/2030631792965722248",
"twitterUrl": "https://twitter.com/gerardsans/status/2030631792965722248",
"text": "@asaio87 You are absolutely right. This argument is supported by various research lines of work. \n\nIf interested, look up for terms: AI slop, model collapse and enshittification, here applied to code.",
"source": "Twitter for iPhone",
"retweetCount": 0,
"replyCount": 0,
"likeCount": 0,
"quoteCount": 0,
"viewCount": 12,
"createdAt": "Sun Mar 08 13:08:41 +0000 2026",
"lang": "en",
"bookmarkCount": 0,
"isReply": true,
"inReplyToId": "2030521197138493885",
"conversationId": "2030521197138493885",
"displayTextRange": [
9,
200
],
"inReplyToUserId": "47435477",
"inReplyToUsername": "asaio87",
"author": {
"type": "user",
"userName": "gerardsans",
"url": "https://x.com/gerardsans",
"twitterUrl": "https://twitter.com/gerardsans",
"id": "9284062",
"name": "Gerard Sans | Axiom 🇬🇧",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1938955632763105280/aBJaOCJJ_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/9284062/1751119206",
"description": "",
"location": "London ☔",
"followers": 36024,
"following": 6889,
"status": "",
"canDm": true,
"canMediaTag": false,
"createdAt": "Sat Oct 06 20:04:48 +0000 2007",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 26338,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 5086,
"statusesCount": 37783,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"1741153588959654329"
],
"profile_bio": {
"description": "Founder Axiom // Forging skills for the new era of AI. GDE in AI, Cloud & Angular. Building London's tech & art nexus @nextai_london. Speaker | MC | Trainer.",
"entities": {
"description": {
"hashtags": [],
"symbols": [],
"urls": [],
"user_mentions": [
{
"id_str": "0",
"indices": [
118,
132
],
"name": "",
"screen_name": "nextai_london"
}
]
},
"url": {
"urls": [
{
"display_url": "aws.amazon.com/amplify",
"expanded_url": "http://aws.amazon.com/amplify",
"indices": [
0,
23
],
"url": "https://t.co/ufepRUvlgW"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "47435477",
"indices": [
0,
8
],
"name": "andrei saioc",
"screen_name": "asaio87"
}
]
},
"quoted_tweet": {
"type": "tweet",
"id": "2009963118672155131",
"url": "https://x.com/gerardsans/status/2009963118672155131",
"twitterUrl": "https://twitter.com/gerardsans/status/2009963118672155131",
"text": "@antoniosarosi Python has roughly 189 times more available data than Rust. This mirrors GitHub trends, where Python files vastly outnumber Rust due to its broader adoption.\n\nThe volume of Python samples, as reflected in the share of training data by lines of code, directly affects AI performance on related tasks. Rust therefore lags behind, making a full switch impractical without accepting significant gaps in capability and noticeable performance degradation.\n\nSource: https://t.co/4XhEGaAlDj",
"source": "Twitter for iPhone",
"retweetCount": 0,
"replyCount": 1,
"likeCount": 2,
"quoteCount": 1,
"viewCount": 217,
"createdAt": "Sat Jan 10 12:18:45 +0000 2026",
"lang": "en",
"bookmarkCount": 0,
"isReply": true,
"inReplyToId": "2009959125761864114",
"conversationId": "2009751643647078576",
"displayTextRange": [
15,
284
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "gerardsans",
"url": "https://x.com/gerardsans",
"twitterUrl": "https://twitter.com/gerardsans",
"id": "9284062",
"name": "Gerard Sans | Axiom 🇬🇧",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1938955632763105280/aBJaOCJJ_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/9284062/1751119206",
"description": "",
"location": "London ☔",
"followers": 36024,
"following": 6889,
"status": "",
"canDm": true,
"canMediaTag": false,
"createdAt": "Sat Oct 06 20:04:48 +0000 2007",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 26338,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 5086,
"statusesCount": 37783,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"1741153588959654329"
],
"profile_bio": {
"description": "Founder Axiom // Forging skills for the new era of AI. GDE in AI, Cloud & Angular. Building London's tech & art nexus @nextai_london. Speaker | MC | Trainer.",
"entities": {
"description": {
"hashtags": [],
"symbols": [],
"urls": [],
"user_mentions": [
{
"id_str": "0",
"indices": [
118,
132
],
"name": "",
"screen_name": "nextai_london"
}
]
},
"url": {
"urls": [
{
"display_url": "aws.amazon.com/amplify",
"expanded_url": "http://aws.amazon.com/amplify",
"indices": [
0,
23
],
"url": "https://t.co/ufepRUvlgW"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"allow_download_status": {
"allow_download": true
},
"display_url": "pic.twitter.com/PBYHfShhgW",
"expanded_url": "https://twitter.com/gerardsans/status/2009963118672155131/photo/1",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"orig": {
"faces": []
}
},
"id_str": "2009963111541821440",
"indices": [
285,
308
],
"media_key": "3_2009963111541821440",
"media_results": {
"id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARvk0sz7FtAACgACG+TSzqQXEfsAAA==",
"result": {
"__typename": "ApiMedia",
"id": "QXBpTWVkaWE6DAABCgABG+TSzPsW0AAKAAIb5NLOpBcR+wAA",
"media_key": "3_2009963111541821440"
}
},
"media_url_https": "https://pbs.twimg.com/media/G-TSzPsW0AAFACp.jpg",
"original_info": {
"focus_rects": [
{
"h": 665,
"w": 1188,
"x": 0,
"y": 0
},
{
"h": 665,
"w": 665,
"x": 43,
"y": 0
},
{
"h": 665,
"w": 583,
"x": 84,
"y": 0
},
{
"h": 665,
"w": 333,
"x": 209,
"y": 0
},
{
"h": 665,
"w": 1367,
"x": 0,
"y": 0
}
],
"height": 665,
"width": 1367
},
"sizes": {
"large": {
"h": 665,
"w": 1367
}
},
"type": "photo",
"url": "https://t.co/PBYHfShhgW"
}
]
},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "advanced.onlinelibrary.wiley.com/doi/10.1002/ad…",
"expanded_url": "https://advanced.onlinelibrary.wiley.com/doi/10.1002/advs.202412279",
"indices": [
459,
482
],
"url": "https://t.co/4XhEGaAlDj"
}
],
"user_mentions": []
},
"quoted_tweet": null,
"retweeted_tweet": null,
"isLimitedReply": false,
"article": null
},
"retweeted_tweet": null,
"isLimitedReply": false,
"article": null
}