{"id":32541,"date":"2025-03-25T10:29:55","date_gmt":"2025-03-25T09:29:55","guid":{"rendered":"https:\/\/www.codemotion.com\/magazine\/?p=32541"},"modified":"2025-03-25T10:29:56","modified_gmt":"2025-03-25T09:29:56","slug":"ai-hype","status":"publish","type":"post","link":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ai-hype\/","title":{"rendered":"Lost in Translation: A Humorous Look at AI Hype, Bad Content, and Algorithmic FOMO"},"content":{"rendered":"\n<p>I find myself more and more often playing digital cop.<\/p>\n\n\n\n<p>Besides my side hobby of reporting the numbers of those damn call centers\u2014now increasingly sophisticated at bypassing filters\u2014these days I turn into a vengeful Dirty Harry every time I come across an article clearly created or poorly translated by AI.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-let-s-be-clear-there-s-nothing-wrong-with-using-ai-for-translations-unless-you-re-an-11-year-old-who-s-supposed-to-be-learning-english\">Let&#8217;s be clear: there\u2019s nothing wrong with using AI for translations\u2014unless you\u2019re an 11-year-old who\u2019s supposed to be learning English.<\/h3>\n\n\n\n<p>The real problem is that most people don\u2019t even bother to proofread the output and publish absolute nonsense.<\/p>\n\n\n\n<p>That quote at the beginning? \u201cI wouldn\u2019t trust this overgrown pile of microchips any further than I can throw it\u2026\u201d It\u2019s from <strong>General Beringer in <em>WarGames<\/em><\/strong>. In the Italian dubbed version, it was translated in a way that made cultural sense at the time. A literal translation would\u2019ve been unintelligible. But the expression on his face? That\u2019s universal\u2014and it perfectly mirrors how I feel every time I stumble upon yet another AI-generated article that no one even glanced at before publishing.<\/p>\n\n\n\n<p>By the fourth sentence\u2014when I spot a random gender switch, a number mismatch, or absurd repetition\u2014my inner \u201cmake my day\u201d trigger goes off, and I instantly banish the source from my feed.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"479\" height=\"258\" src=\"https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2025\/03\/image-1.png\" alt=\"\" class=\"wp-image-32499\" srcset=\"https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2025\/03\/image-1.png 479w, https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2025\/03\/image-1-300x162.png 300w\" sizes=\"auto, (max-width: 479px) 100vw, 479px\" \/><figcaption class=\"wp-element-caption\">\u201cI wouldn\u2019t trust this overgrown pile of microchips any further than I can throw it\u2026!\u201d<br>This line by General Beringer, in the Italian dubbed version, was adapted to fit the style of the time while preserving its meaning\u2014because a literal translation would have made no sense in Italian.<br>The facial expression, though, is universal\u2014and perfectly captures the feeling you get when facing yet another AI-generated article that hasn\u2019t even been given a cursory glance.<br><\/figcaption><\/figure><\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>In the past year, the endless stream of <a href=\"https:\/\/www.codemotion.com\/magazine\/frontend\/javascript\/5-javascript-frameworks-to-use-in-2022\/\" target=\"_blank\" rel=\"noreferrer noopener\">JavaScript frameworks<\/a> has finally been dethroned as the noisiest thing on the web\u2014AI has taken over, in all its specialized (or not) forms, flooding tech news sites everywhere.<\/p>\n\n\n\n<p>I get a weird kick out of those newspapers that place AI news next to finance updates, sparking mental shortcircuits that lead people to buy Bitcoin. I like to imagine it\u2019s all a cunning NLP strategy rather than clueless editors mixing apples and oranges.<\/p>\n\n\n\n<p>Still, every time I read headlines like <em>\u201cAI helped someone win the lottery\u201d<\/em>, my brain shuts down\u2026 until I remember my statistics professor\u2014sweaty and enthusiastic\u2014tossing coins from the lectern to show us how probability really works.<\/p>\n\n\n\n<p>Now, the fact that modern coins make it hard to tell heads from tails is, clearly, part of a global conspiracy to make us dumber and easier to manipulate. (Just like how LEGO sets are no longer general-purpose: now it\u2019s all Star Wars kits\u2014non-canon ones, no less.)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Anyway, let\u2019s stay focused on the fact that every single day brings a flurry of flashy news about the latest LLM, the new GPT, or the next groundbreaking ML technique\u2014usually accompanied by chaotic graphs designed only to give a vague sense of depth to our collective FOMO.<\/p>\n\n\n\n<p>Yesterday it was ChatGPT and <a href=\"https:\/\/www.codemotion.com\/magazine\/ai-ml\/claude-tech-interview\/\" target=\"_blank\" rel=\"noreferrer noopener\">Claude<\/a>, today it\u2019s DeepSeek (aka <em>DeepSick<\/em> among friends) teamed up with Cursor. Tomorrow? Expect new names with very little imagination, trained with carbon footprints big enough to patch up several holes in the ozone layer, and magically able to run on your neighbor\u2019s browser\u2014just like that, with no explanation.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-so-how-much-ai-content-actually-gets-published-every-day\">So how much AI content actually gets published every day?<\/h3>\n\n\n\n<p>If we only consider peer-reviewed scientific journals (which already have a high barrier to entry), the number is staggering: a search on PubMed for \u201cArtificial Intelligence and Scientific Publishing\u201d returns <strong>5,470 articles<\/strong>. That\u2019s an average of about <strong>450 papers a month<\/strong>.<\/p>\n\n\n\n<p>As for tech media and blogs, the number varies wildly\u2014and ironically, no AI was able to give me an actual count. (Probably out of shame, not ignorance.) Still, ChatGPT at least gave me a breakdown of the main content categories:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Academic Research (~40%)<\/strong>: Publications on algorithms, models, and breakthroughs in AI.<\/li>\n\n\n\n<li><strong>Industrial Applications (~30%)<\/strong>: Use cases in healthcare, finance, manufacturing, and services.<\/li>\n\n\n\n<li><strong>Ethics and Regulation (~15%)<\/strong>: Debates around the societal and legal impact of AI.<\/li>\n\n\n\n<li><strong>Education and Training (~10%)<\/strong>: Courses, workshops, and learning resources.<\/li>\n\n\n\n<li><strong>Other (~5%)<\/strong><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>If there\u2019s one rule in tech, it\u2019s this: once a term becomes trendy, every company starts using it\u2014whether it\u2019s relevant or not.<\/p>\n\n\n\n<p>In recent years, <em>\u201cAI-powered\u201d<\/em> has become the magic sticker to sell <em>any<\/em> software, even when there\u2019s no real AI behind it.<\/p>\n\n\n\n<p>Startups and consultants are riding the generative AI hype because it sells. If you\u2019re pitching a startup and <em>don\u2019t<\/em> mention AI, it doesn\u2019t matter how great your idea is\u2014you\u2019ll be thrown out of the room (first floor, if you\u2019re lucky).<\/p>\n\n\n\n<p>Today, <em>any<\/em> software with an algorithm gets labeled \u201cAI-powered,\u201d even if it\u2019s just repackaged automation.<\/p>\n\n\n\n<p>It\u2019s like that famous scene in <em>The Wolf of Wall Street<\/em>, where Leo sells a pen. Only now, the pen would be \u201cAI-enhanced\u201d and probably come with an app that uses a neural network to help you write your grocery list.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>And now that I\u2019ve got <em>Copilot<\/em> in Excel, I\u2019m just wondering what could possibly go wrong.<\/p>\n\n\n\n<p>For someone like me, still maintaining massive monolithic PHP applications, it\u2019s a bit disheartening to scroll through LinkedIn and see that <em>everyone<\/em> seems to be building AI chatbots using Rust microservices, spinning up Kubernetes clusters across three cloud vendors\u2026 just to call a Lambda that prints \u201cHello World.\u201d<\/p>\n\n\n\n<p>Honestly, this whole <em>vibe coding<\/em> trend feels like a fast track to burnout for people who believe they\u2019ve got endless time to experiment.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>The current mantra is: <em>AI will never replace developers, but the developers who know how to use AI will replace those who don\u2019t.<\/em><\/p>\n\n\n\n<p>Fair enough. But for new programmers, there\u2019s a risk that they\u2019ll rely <em>only<\/em> on AI\u2014which is a shame. Anyone who started coding from scratch knows how thrilling it is to manage a simple 2D array.<\/p>\n\n\n\n<p>At the end of the day, programming isn\u2019t about writing code. It\u2019s about solving problems.<\/p>\n\n\n\n<p>Sure, AI is a huge help. A world without generative AI would probably be full of Jack Torrance clones wandering the halls of creative agencies, axes in hand\u2014much to the dismay of ethics advocates and would-be AI resistance heroes.<\/p>\n\n\n\n<p>But chasing the latest releases and comparing performance benchmarks? Honestly, that feels like a waste of energy.<\/p>\n\n\n\n<p>As for me, I\u2019ve got a massive bucket of popcorn ready to enjoy the spectacle of AI gurus asking AI what\u2019s new in AI\u2014kind of like that time we were all bored enough to\u2026 search <em>Google<\/em> on <em>Google<\/em>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I find myself more and more often playing digital cop. Besides my side hobby of reporting the numbers of those damn call centers\u2014now increasingly sophisticated at bypassing filters\u2014these days I turn into a vengeful Dirty Harry every time I come across an article clearly created or poorly translated by AI. Let&#8217;s be clear: there\u2019s nothing&#8230; <a class=\"more-link\" href=\"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ai-hype\/\">Read more<\/a><\/p>\n","protected":false},"author":136,"featured_media":32526,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","_uag_custom_page_level_css":"","_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[46],"tags":[9998],"collections":[],"class_list":{"0":"post-32541","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-ml","8":"tag-chatgpt","9":"entry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.9 (Yoast SEO v26.9) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Lost in Translation: A Humorous Look at AI Hype<\/title>\n<meta name=\"description\" content=\"Between distracted AI translators and yet another miraculous LLM headline, a semi-serious journey through digital nonsense and algorithmic FOMO.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ai-hype\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Lost in Translation: A Humorous Look at AI Hype, Bad Content, and Algorithmic FOMO\" \/>\n<meta property=\"og:description\" content=\"Between distracted AI translators and yet another miraculous LLM headline, a semi-serious journey through digital nonsense 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