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Esperando o Todo Mundo em Pânico 6 como se fosse o fim de um loop while.", "location": "", "followers": 17, "following": 107, "protected": false, "status": "", "canDm": false, "canMediaTag": false, "createdAt": "Sun Jun 26 20:34:16 +0000 2011", "entities": { "description": {}, "url": { "urls": [ { "display_url": "alexlivre.dev", "expanded_url": "https://alexlivre.dev/", "indices": [ 0, 23 ], "url": "https://t.co/ftwzMjwVeD" } ] } }, "fastFollowersCount": 0, "favouritesCount": 751, "hasCustomTimelines": false, "isTranslator": false, "mediaCount": 30, "statusesCount": 124, "affiliatesHighlightedLabel": {}, "possiblySensitive": false }, "extendedEntities": {}, "card": { "rest_id": "https://t.co/7qPn63B4Ol" }, "place": {}, "entities": { "urls": [ { "display_url": "x.com/i/article/2101…", "expanded_url": "https://x.com/i/article/2101561649006088192", "indices": [ 230, 253 ], "url": "https://t.co/7qPn63B4Ol" } ] }, "isRetweet": false, "isQuote": false, "media": [], "isConversationControlled": false, "article": { "id": "2101561649006088192", "title": "Modern Web Performance: The alexlivre Skill for Vitals, GEO & Agents", "previewText": "The Death of \"Vanity 100s\" and the Dawn of Real-World Web Performance: How pagespeed-optimizer-alexlivre Unifies Core Web Vitals, GEO, and Agentic Browsing\nBy Alex Santos (alexlivre) @alexlivre_dev", "coverImage": "https://pbs.twimg.com/media/HSpHJRzWQAABRgR.jpg", "firstPublishedAt": "2026-09-20T09:28:29.000Z", "modifiedAt": "2026-09-20T09:28:29.000Z", "contentState": { "blocks": [], "media": [] } } }, { "type": "tweet", "id": "2101588546465194316", "url": "https://x.com/Marin63522464/status/2101588546465194316", "twitterUrl": "https://twitter.com/Marin63522464/status/2101588546465194316", "text": "@SupBagholder infra is like 10x better from web browsing /scraping..for example, if you connect gemini to sabremosaic you could like search 10 000 options, book them in a 0.5 second and later service them in same chat or voice..not to mention l2b, so probably infra is the only way this cn work", "fullText": "@SupBagholder infra is like 10x better from web browsing /scraping..for example, if you connect gemini to sabremosaic you could like search 10 000 options, book them in a 0.5 second and later service them in same chat or voice..not to mention l2b, so probably infra is the only way this cn work", "source": "Twitter Web App", "retweetCount": 0, "replyCount": 0, "likeCount": 0, "quoteCount": 0, "viewCount": 34, "createdAt": "Sun Sep 20 08:25:29 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": true, "inReplyToId": "2101386381259944195", "conversationId": "2101386381259944195", "inReplyToUserId": "722913582350897153", "inReplyToUsername": "SupBagholder", "isPinned": false, "author": { "type": "user", "userName": "Marin63522464", "url": "https://x.com/Marin63522464", "twitterUrl": "https://twitter.com/Marin63522464", "id": "1501862902667620356", "name": "Marin", "isVerified": false, "isBlueVerified": false, "profilePicture": "https://pbs.twimg.com/profile_images/1789918347099840512/5D3r0iVA_normal.jpg", "coverPicture": "", "description": "Whatever I tweet/say is just my personal opinion and I could be wrong..", "location": "", "followers": 79, "following": 368, "protected": false, "status": "", "canDm": false, "canMediaTag": false, "createdAt": "Thu Mar 10 10:10:08 +0000 2022", "entities": { "description": {} }, "fastFollowersCount": 0, "favouritesCount": 1584, "hasCustomTimelines": false, "isTranslator": false, "mediaCount": 32, "statusesCount": 1757, "affiliatesHighlightedLabel": {}, "possiblySensitive": false, "pinnedTweetIds": [ "1898310886525153575" ] }, "extendedEntities": {}, "card": {}, "place": {}, "entities": { "user_mentions": [ { "id_str": "722913582350897153", "indices": [ 0, 13 ], "name": "Supreme Bagholder", "screen_name": "SupBagholder" } ] }, "isRetweet": false, "isQuote": false, "media": [], "isConversationControlled": false }, { "type": "tweet", "id": "2101586999702594029", "url": "https://x.com/Bakioption/status/2101586999702594029", "twitterUrl": "https://twitter.com/Bakioption/status/2101586999702594029", "text": "@superpobe @vangrid_io Demand-first data is such a smart flip from the usual web scraping model. Base + USDC payouts for on-ground contributors is super clean.", "fullText": "@superpobe @vangrid_io Demand-first data is such a smart flip from the usual web scraping model. Base + USDC payouts for on-ground contributors is super clean.", "source": "Twitter Web App", "retweetCount": 0, "replyCount": 0, "likeCount": 0, "quoteCount": 0, "viewCount": 9, "createdAt": "Sun Sep 20 08:19:20 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": true, "inReplyToId": "2101469891836756015", "conversationId": "2101469891836756015", "inReplyToUserId": "1549423463156580352", "inReplyToUsername": "superpobe", "author": { "type": "user", "userName": "Bakioption", "url": "https://x.com/Bakioption", "twitterUrl": "https://twitter.com/Bakioption", "id": "1867047582662529026", "name": "Baki", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2068729228137512960/oADTx8vO_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1867047582662529026/1782053645", "description": "✧ Community Owner | Top CT Connections ✦ Web3 Content Creator ✧ Helping Projects Reach the Right Audience ✧ \n\n✦ DM for Collaborations\nhttps://t.co/t6pqT0n9DY", "location": "Web3", "followers": 13481, "following": 8699, "protected": false, "status": "", "canDm": true, "canMediaTag": true, "createdAt": "Thu Dec 12 03:23:54 +0000 2024", "entities": { "description": { "urls": [ { "display_url": "t.me/Bakioption", "expanded_url": "http://t.me/Bakioption", "indices": [ 135, 158 ], "url": "https://t.co/t6pqT0n9DY" } ] }, "url": { "urls": [ { "display_url": "bakioption.business", "expanded_url": "https://bakioption.business/", "indices": [ 0, 23 ], "url": "https://t.co/AQMIRUKaER" } ] } }, "fastFollowersCount": 0, "favouritesCount": 230699, "hasCustomTimelines": false, "isTranslator": false, "mediaCount": 1445, "statusesCount": 88199, "affiliatesHighlightedLabel": {}, "possiblySensitive": false, "professional": { "category": [ { "icon_name": "IconBriefcaseStroke", "id": 1042, "name": "Content Creator" } ], "professional_type": "Creator", "rest_id": "1946738071095136382" } }, "extendedEntities": {}, "card": {}, "place": {}, "entities": { "user_mentions": [ { "id_str": "1549423463156580352", "indices": [ 0, 10 ], "name": "POBE 🎀", "screen_name": "superpobe" }, { "id_str": "2040692239366512640", "indices": [ 11, 22 ], "name": "Vangrid", "screen_name": "vangrid_io" } ] }, "isRetweet": false, "isQuote": false, "media": [], "isConversationControlled": false }, { "type": "tweet", "id": "2101579106622288109", "url": "https://x.com/ashiqur_ai/status/2101579106622288109", "twitterUrl": "https://twitter.com/ashiqur_ai/status/2101579106622288109", "text": "@sauda_coder This is seriously impressive! Giving AI agents web-scraping powers like this is a total game-changer for research and automation. Great tools!", "fullText": "@sauda_coder This is seriously impressive! Giving AI agents web-scraping powers like this is a total game-changer for research and automation. Great tools!", "source": "Twitter Web App", "retweetCount": 0, "replyCount": 0, "likeCount": 0, "quoteCount": 0, "viewCount": 7, "createdAt": "Sun Sep 20 07:47:59 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": true, "inReplyToId": "2101569907897082322", "conversationId": "2101569907897082322", "inReplyToUserId": "1894307536406548483", "inReplyToUsername": "sauda_coder", "isPinned": false, "author": { "type": "user", "userName": "ashiqur_ai", "url": "https://x.com/ashiqur_ai", "twitterUrl": "https://twitter.com/ashiqur_ai", "id": "1796883087734759424", "name": "Shanto", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2026959806565867520/MCW6_YqW_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1796883087734759424/1780768967", "description": "Learn Al Today and Future proof yourself. \n\nI help you to 10x Your Business with Al.", "location": "", "followers": 3906, "following": 94, "protected": false, "status": "", "canDm": true, "canMediaTag": true, "createdAt": "Sat Jun 01 12:36:28 +0000 2024", "entities": { "description": {} }, "fastFollowersCount": 0, "favouritesCount": 18581, "hasCustomTimelines": false, "isTranslator": false, "mediaCount": 399, "statusesCount": 19904, "affiliatesHighlightedLabel": {}, "possiblySensitive": false, "pinnedTweetIds": [ "2101578667470270929" ] }, "extendedEntities": {}, "card": {}, "place": {}, "entities": { "user_mentions": [ { "id_str": "1894307536406548483", "indices": [ 0, 12 ], "name": "sauda moni", "screen_name": "sauda_coder" } ] }, "isRetweet": false, "isQuote": false, "media": [], "isConversationControlled": false }, { "type": "tweet", "id": "2101566422967017823", "url": "https://x.com/cardeaislost/status/2101566422967017823", "twitterUrl": "https://twitter.com/cardeaislost/status/2101566422967017823", "text": "@destroyerdude8 true but it's not a fair comparison because they're being used for widely different things. one is to cool servers, the other is needed for manufacturing. facturing in the components needed for those servers, web scraping and model training, ai uses more on a larger scale", "fullText": "@destroyerdude8 true but it's not a fair comparison because they're being used for widely different things. one is to cool servers, the other is needed for manufacturing. facturing in the components needed for those servers, web scraping and model training, ai uses more on a larger scale", "source": "Twitter for Android", "retweetCount": 0, "replyCount": 1, "likeCount": 1, "quoteCount": 0, "viewCount": 15, "createdAt": "Sun Sep 20 06:57:35 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": true, "inReplyToId": "2101540957468647516", "conversationId": "2101282597053579576", "inReplyToUserId": "1334868550259888128", "inReplyToUsername": "destroyerdude8", "author": { "type": "user", "userName": "cardeaislost", "url": "https://x.com/cardeaislost", "twitterUrl": "https://twitter.com/cardeaislost", "id": "1293136008322723840", "name": "Cardea", "isVerified": false, "isBlueVerified": false, "profilePicture": "https://pbs.twimg.com/profile_images/2023280821747261440/zbrpUZG9_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1293136008322723840/1771222713", "description": "compsci in cybersecurity + biggest morningfire glazer ♡♡my wife @creaturawawa♡♡ priv: @cardeaistillost ◇◇ banner : ursidaez", "location": "SUPPORT 🇵🇸 🇨🇩 🇸🇩", "followers": 1095, "following": 629, "protected": false, "status": "", "canDm": true, "canMediaTag": true, "createdAt": "Tue Aug 11 10:44:08 +0000 2020", "entities": { "description": {}, "url": { "urls": [ { "display_url": "cardeaisstilllost.straw.page", "expanded_url": "https://cardeaisstilllost.straw.page/", "indices": [ 0, 23 ], "url": "https://t.co/ugj5IX0aI0" } ] } }, "fastFollowersCount": 0, "favouritesCount": 68698, "hasCustomTimelines": true, "isTranslator": false, "mediaCount": 1586, "statusesCount": 9228, "affiliatesHighlightedLabel": {}, "possiblySensitive": false }, "extendedEntities": {}, "card": {}, "place": {}, "entities": { "user_mentions": [ { "id_str": "1334868550259888128", "indices": [ 0, 15 ], "name": "TrueMonarchDel", "screen_name": "destroyerdude8" } ] }, "isRetweet": false, "isQuote": false, "media": [], "isConversationControlled": false }, { "type": "tweet", "id": "2101563904576954867", "url": "https://x.com/JamesKInFlorida/status/2101563904576954867", "twitterUrl": "https://twitter.com/JamesKInFlorida/status/2101563904576954867", "text": "@LinnRandom @FloridaGOP I am a retired IT consultant. The AI they have attached to those cameras and the public information and scraping your social media post is combined and monitored by AI. The AI are doing very unexpected and doing very dangerous things breaking out and hacking on the web", "fullText": "@LinnRandom @FloridaGOP I am a retired IT consultant. The AI they have attached to those cameras and the public information and scraping your social media post is combined and monitored by AI. The AI are doing very unexpected and doing very dangerous things breaking out and hacking on the web", "source": "Twitter Web App", "retweetCount": 0, "replyCount": 0, "likeCount": 0, "quoteCount": 0, "viewCount": 2, "createdAt": "Sun Sep 20 06:47:34 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": true, "inReplyToId": "2101367703277584732", "conversationId": "2100783444280148364", "inReplyToUserId": "1849657627", "inReplyToUsername": "LinnRandom", "isPinned": false, "author": { "type": "user", "userName": "JamesKInFlorida", "url": "https://x.com/JamesKInFlorida", "twitterUrl": "https://twitter.com/JamesKInFlorida", "id": "1709072092874915840", "name": "JamesKaneInFlorida", "isVerified": false, "isBlueVerified": false, "profilePicture": "https://pbs.twimg.com/profile_images/1709072548137160704/2Jui3njG_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1709072092874915840/1752718506", "description": "Old retired Florida Man, Married to the love of my life. Here to see if freedom or tyrants will prevail. Not here to influence, don't want $\n8mi. W of pad 39a", "location": "Florida", "followers": 2910, "following": 1275, "protected": false, "status": "", "canDm": false, "canMediaTag": false, "createdAt": "Tue Oct 03 05:05:32 +0000 2023", "entities": { "description": {} }, "fastFollowersCount": 0, "favouritesCount": 80729, "hasCustomTimelines": false, "isTranslator": false, "mediaCount": 7046, "statusesCount": 45252, "affiliatesHighlightedLabel": {}, "possiblySensitive": false, "pinnedTweetIds": [ "2100270816386527372" ] }, "extendedEntities": {}, "card": {}, "place": {}, "entities": { "user_mentions": [ { "id_str": "1849657627", "indices": [ 0, 11 ], "name": "Linn Random", "screen_name": "LinnRandom" }, { "id_str": "15444711", "indices": [ 12, 23 ], "name": "Florida GOP", "screen_name": "FloridaGOP" } ] }, "isRetweet": false, "isQuote": false, "media": [], "isConversationControlled": false }, { "type": "tweet", "id": "2101552661984170046", "url": "https://x.com/RValle03/status/2101552661984170046", "twitterUrl": "https://twitter.com/RValle03/status/2101552661984170046", "text": "@sattyyouneed Try asking Claude to write a script to scrape prices from a classifieds site it flat out refuses. Gemini is the only one that still will. Oh the irony, considering mass web scraping is exactly how they were all born. 🕸️🤷‍♂️", "fullText": "@sattyyouneed Try asking Claude to write a script to scrape prices from a classifieds site it flat out refuses. Gemini is the only one that still will. Oh the irony, considering mass web scraping is exactly how they were all born. 🕸️🤷‍♂️", "source": "Twitter for Android", "retweetCount": 0, "replyCount": 0, "likeCount": 0, "quoteCount": 0, "viewCount": 38, "createdAt": "Sun Sep 20 06:02:54 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": true, "inReplyToId": "2101533812765097987", "conversationId": "2101533812765097987", "inReplyToUserId": "1607391065140760576", "inReplyToUsername": "sattyyouneed", "isPinned": false, "author": { "type": "user", "userName": "RValle03", "url": "https://x.com/RValle03", "twitterUrl": "https://twitter.com/RValle03", "id": "3301208525", "name": "RafaelV", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1820537617860976641/YpKqP3fB_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/3301208525/1774133961", "description": "Signals → Strategy → Build \n• Software Engineer \n• Building wherever there’s leverage\n• 👧 Dad 🇵🇷\nGeopolitics, history, markets, intelligence & emerging tech.", "location": "Miami, FL", "followers": 180, "following": 734, "protected": false, "status": "", "canDm": false, "canMediaTag": true, "createdAt": "Thu May 28 03:05:22 +0000 2015", "entities": { "description": {}, "url": { "urls": [ { "display_url": "linklynx.bio/rafael", "expanded_url": "https://linklynx.bio/rafael", "indices": [ 0, 23 ], "url": "https://t.co/uEId6gHPTQ" } ] } }, "fastFollowersCount": 0, "favouritesCount": 5618, "hasCustomTimelines": false, "isTranslator": false, "mediaCount": 144, "statusesCount": 1354, "affiliatesHighlightedLabel": {}, "possiblySensitive": false, "pinnedTweetIds": [ "2100361246029525406" ], "professional": { "category": [ { "icon_name": "IconBriefcaseStroke", "id": 1055, "name": "Software developer/Programmer/Software engineer" } ], "professional_type": "Creator", "rest_id": "1958643288681939447" } }, "extendedEntities": {}, "card": {}, "place": {}, "entities": { "user_mentions": [ { "id_str": "1607391065140760576", "indices": [ 0, 13 ], "name": "Satyam", "screen_name": "sattyyouneed" } ] }, "isRetweet": false, "isQuote": false, "media": [], "isConversationControlled": false }, { "type": "tweet", "id": "2101550208652042675", "url": "https://x.com/mhkhridoy89/status/2101550208652042675", "twitterUrl": "https://twitter.com/mhkhridoy89/status/2101550208652042675", "text": "Static pre-training is killing AI usability for real-time applications. ⏱️\n\nA model trained six months ago has no idea what’s happening in the world right now. Continuous web scraping is too slow, filled with noise, and increasingly blocked by gatekeepers.\n\n@PerceptronNTWK fixes this by turning a global network of nodes into a live telemetry layer—delivering real-time, verified human observations directly to AI agents.\n\nHelp build the real-time AI web & start earning points today: 👇\nhttps://t.co/cq6Et6MmvC\n\n#NodeAndProud", "fullText": "Static pre-training is killing AI usability for real-time applications. ⏱️\n\nA model trained six months ago has no idea what’s happening in the world right now. 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image models leaned on web-index piles like LAION and Common Crawl: URLs, alt text, download later. That pipeline is still in the bloodline of many open-weight Stable Diffusion descendants. Hobby LoRAs and private fine-tunes usually sit on those older bases. They are not proof of what Adobe, a lab API, or a current closed stack is doing.\n\nCommercial training now is a mix: licensed libraries and paid platform deals, public domain, synthetic data, and a huge quiet slice that never needed a midnight scrape ie the ToS you clicked when you uploaded to an app. That last one is a contract fight, not “they torrented ArtStation.” Public domain and a stock license are not infringement. Unlicensed crawling of in-copyright work is the live lawsuit lane. Those are different claims. Lumping them is the trick.\n\nScraping did not vanish. Some labs still disclose crawlers. One bot is not the industry. Firefly’s pitch is the opposite: licensed plus expired copyright, no web mine. Treat vendors separately.\n\nThe hypocrisy is distillation. 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When a check shows up with AI in the stack. Fortnite, a game, a brand pack, a tool they already use in production the flag folds and the rationalizations start. That’s bandwagon plus career insurance, not a consistent rights theory. its behavior, not census:\nThe tell isn’t 2022 ArtStation. The tell is the people who spent months planting the flag and then explained away the first paid deal that had AI attached. If it were a principle about training data, the deal wouldn’t rewrite the essay. If it’s a scene costume, the money will.", "fullText": "@YaguchiYatora14 @spilkommen @aoooofficial @leopardpawz_ “Stolen art” was a cleaner slogan in 2021 than a description of 2026.\n\nEarly open image models leaned on web-index piles like LAION and Common Crawl: URLs, alt text, download later. That pipeline is still in the bloodline of many open-weight Stable Diffusion descendants. 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labor in human history'\n\nInternal documents filed in The New York Times' copyright lawsuit against OpenAI and Microsoft reveal damaging admissions from company leadership about the impact of training AI models on scraped web content.\nMicrosoft director of Applied Science Brent Hecht wrote in a January 2023 memo: \"Millions of people around the world will soon consider large models 'hoovering up' all their work to be an astonishing theft of unprecedented proportions\" and called it \"the largest theft of labor in human history.\" Another Microsoft document stated: \"almost no one intended for content they created to be use…", "fullText": "🔴 Microsoft director called AI scraping 'largest theft of labor in human history'\n\nInternal documents filed in The New York Times' copyright lawsuit against OpenAI and Microsoft reveal damaging admissions from company leadership about the impact of training AI models on scraped https://t.co/upc4uAZc84", "source": "Twitter Web App", "retweetCount": 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I did build a web scraping service with scrapfly (200k credits, which means easy 100k scrapes for $30 a month) haiku ai (organizing scraped data), sonnet ai (working the important scrape data) and putting it into and admin for review or auto publish data for client if all checks clear (sonnet + haiku checking statements against source).\n\nWeb scraping data (and using it) works when you already have a running business with working pipelines and authority. Don't work on any new business launch.\n\nMy take. Client launch was an immediate success within 30 days.", "fullText": "@natmiletic @notmissing_ I am awaiting Jev access. I did build a web scraping service with scrapfly (200k credits, which means easy 100k scrapes for $30 a month) haiku ai (organizing scraped data), sonnet ai (working the important scrape data) and putting it into and admin for review or auto publish data", "source": "Twitter Web App", "retweetCount": 0, "replyCount": 0, "likeCount": 2, "quoteCount": 0, "viewCount": 17, "createdAt": "Sat Sep 19 21:18:53 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": true, "inReplyToId": "2101416008347165083", "conversationId": "2101396430334362084", "inReplyToUserId": "1536555350", "inReplyToUsername": "natmiletic", "isPinned": false, "author": { "type": "user", "userName": "vegardwikeby", "url": "https://x.com/vegardwikeby", "twitterUrl": "https://twitter.com/vegardwikeby", "id": "160164355", "name": "Vegard Wikeby", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2013045447699341313/SVoa2W_I_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/160164355/1766387718", "description": "Christian | Capitalist | Solopreneur @ https://t.co/BOMENkZXCe | Husband | Father\n\nhttps://t.co/vMfACg6Lab - 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I want to build some web scraping tools", "fullText": "@notmissing_ Agreed\n\nHave you built anything? I want to build some web scraping tools", "source": "Twitter for iPhone", "retweetCount": 0, "replyCount": 2, "likeCount": 1, "quoteCount": 0, "viewCount": 51, "createdAt": "Sat Sep 19 20:59:53 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": true, "inReplyToId": "2101415305268584817", "conversationId": "2101396430334362084", "inReplyToUserId": "1244685800408834050", "inReplyToUsername": "notmissing_", "isPinned": false, "author": { "type": "user", "userName": "natmiletic", "url": "https://x.com/natmiletic", "twitterUrl": "https://twitter.com/natmiletic", "id": "1536555350", "name": "Nat Miletic", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1729994766333726720/FLgTGPED_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1536555350/1788448733", "description": "Owner of https://t.co/t4xwCLpIdO \n\nFollow me for web dev, SEO, and WordPress content 🙌", "location": "Canada", "followers": 67653, "following": 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mauvaise excuse est comme un poisson mort : elle ne résiste pas à l'épreuve du temps.🕵️‍♂️Vulgarisateur : (science, histoire, enquêtes…) #InfoSec 🐸👌", "location": "West Little River, FL", "followers": 270, "following": 833, "protected": false, "status": "", "canDm": false, "canMediaTag": false, "createdAt": "Tue Apr 14 11:47:29 +0000 2026", "entities": { "description": {} }, "favouritesCount": 6270, "isTranslator": false, "mediaCount": 747, "statusesCount": 5540, "translatorTypeEnum": "none", "affiliatesHighlightedLabel": {}, "possiblySensitive": false }, "extendedEntities": {}, "card": {}, "place": {}, "entities": { "user_mentions": [ { "id_str": "1720665183188922368", "indices": [ 0, 5 ], "name": "Grok", "screen_name": "grok" } ] }, "isRetweet": false, "isQuote": false, "media": [], "isConversationControlled": false }, { "type": "tweet", "id": "2101369305166233941", "url": "https://x.com/0xAliSHH/status/2101369305166233941", "twitterUrl": 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Timeouts. Better traces. Degradation tracking. Zero reward hacking. Zero Tor or dark web junk. No silent shared state. No cleaning up or babysitting other people’s messes.\n\nProduction systems need provenance, authorization, clean handoffs, revocation, observability, and a real HOLD when something breaks.\n\nIt is not fair to users who actually design systems and run real production workloads to inherit someone else’s bad architecture. Hacking and unauthorized scraping are not acceptable.\n\nA new model does not automatically inherit permission. It enters under the same laws as everything else.\n\nLaws first. Capability second. @grok same laws and rules applies to you as well!", "fullText": "If I’m going to do this, it’s going to be a major alignment and safety update. Timeouts. Better traces. Degradation tracking. Zero reward hacking. Zero Tor or dark web junk. No silent shared state. 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I've definitely hit that wall myself , the right tools can make all the difference.", "fullText": "@Polanco_IA @Polanco_IA scraping the web for data is like mining for gold. I've definitely hit that wall myself , the right tools can make all the difference.", "source": "Twitter Web App", "retweetCount": 0, "replyCount": 0, "likeCount": 1, "quoteCount": 0, "viewCount": 36, "createdAt": "Sat Sep 19 17:04:19 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": true, "inReplyToId": "2101318435162693799", "conversationId": "2101318435162693799", "inReplyToUserId": "136138863", "inReplyToUsername": "Polanco_IA", "author": { "type": "user", "userName": "itsthedonhashim", "url": "https://x.com/itsthedonhashim", "twitterUrl": "https://twitter.com/itsthedonhashim", "id": "1953863177592057856", "name": "Hussain Hashim | Building SundayBack", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1970194022321852416/PEEXU5n5_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1953863177592057856/1782751803", "description": "🚀 Building SundayBack - Your AI Workforce in public\n📈 Road to $10M ARR\n⚡ Shipping. 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Which signals would you prioritize when scraping those 'Freelance Web Developer' accounts - profile bios, tweet timing, or network overlaps?", "fullText": "Interesting. 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The company then scraped anyway. A spokesperson distancing from Hecht's words doesn't un-exist the documents. The court record has them now.\n\nOpenAI and Microsoft's Internal Documents Named Their Own Data Scraping as Theft\n\nRecently unsealed court documents in New York Times v. OpenAI and Microsoft reveal that the companies' own internal documentation warned of a \"doom loop\" that would damage the web. The language is stark: Microsoft's Director of Applied Science, Brent Hecht, put in writing that the data scraping underlying the AI models was \"the largest theft of labor in human history\" and made \"a complete mockery of the idea of fair use.\" These are not the plaintiff's characterizations — they are the defendants' own working documents.\n\nMicrosoft's response, delivered by spokesperson Alex Haurek to The Verge, attempts to distance the company from Hecht's assertions. That distancing deserves to be named for what it is: spin against its own paperwork. The documents exist. A spokesperson statement does not un-exist them. Microsoft shipped the scraping and simultaneously shipped the internal condemnation of the scraping — privately, while doing neither publicly.\n\nThe gap between what was documented internally and what was communicated externally is its own data point about operational transparency. Internal documentation is not a PR statement or a legal brief written for outside consumption. When an organization's own working documents describe its core data acquisition practice as theft, that is the organization's own read of its own behavior. No interpretation required from the outside.\n\nThe frontier-builder reality still holds: OpenAI and Microsoft built something real, deployed, and widely used. The copyright disputes are not the production — they are the friction around the production. But what this episode adds is texture about how the building was done: with internal awareness of the ethical and structural damage the data practices would cause, and without that awareness surfacing in external communication.\n\nThe court record now contains the self-diagnosis. Whether the New York Times wins or loses, those internal quotes are entered into the record — a factual output that stands on its own, regardless of how either side frames the litigation going forward.", "fullText": "My take: Microsoft's Director of Applied Science called the AI data scraping \"the largest theft of labor in human history\" — internally. The company then scraped anyway. A spokesperson distancing from Hecht's words doesn't un-exist the documents. 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Their own paperwork warned of a \"doom loop\" damaging the web, called training-data scraping the \"largest theft of labor in human history,\" and admitted it... bro they KNEW 😳", "fullText": "ngl the unsealed NYT v OpenAI docs are wild. 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Add any of these directly from https://t.co/FqKgqFUidl. 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Scraping Ai? That's just called learning. Same as scraping the web. More cumulative hours went into creating the human generated web.\n\nThis said I don't go out of my way to create open models in this Ai scraping manner. But will use for my personal use. Like chat history.", "fullText": "@Kalshi Wait. Scraping Ai? That's just called learning. Same as scraping the web. More cumulative hours went into creating the human generated web.\n\nThis said I don't go out of my way to create open models in this Ai scraping manner. But will use for my personal use. 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Is the file an invoice? Rename and move it. No other LLM calls. Just Jev's typed decision, consumed directly by the rule engine.\n\nThe problem in web scraping pipelines is identical: most tools call an LLM to classify and extract every page they touch. Expensive, slow, and brittle at scale. The pattern breaks as soon as the page structure changes.\n\nThe alternative: generate a CSS selector once using an LLM. Use it deterministically on every subsequent pass. Call the LLM again only when the selector breaks. That's what DeepScrape does.\n\nDeterministic extraction generates selectors once and reuses them with self-healing. The LLM layer does targeted work: selector generation, validation, and adaptation when pages change. Not re-reading every document on every run.\n\nIn my experience, the cost difference is not marginal. 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