{"id":10850,"date":"2025-08-25T12:26:36","date_gmt":"2025-08-25T02:56:36","guid":{"rendered":"https:\/\/vietleadershipcoach.com\/?p=10850"},"modified":"2025-08-25T12:26:36","modified_gmt":"2025-08-25T02:56:36","slug":"ai-knows-youre-angry-no-one-cares","status":"publish","type":"post","link":"https:\/\/leehopkins.com\/vi\/ai-knows-youre-angry-no-one-cares\/","title":{"rendered":"When AI knows you\u2019re angry"},"content":{"rendered":"<h1 class=\"wp-block-heading\"><strong>But no one\u2019s allowed to care<\/strong><\/h1>\n\n\n\n<p>A decade ago, big companies spent big money trying to understand what people really thought of them. The buzzword was <em>sentiment analysis<\/em>\u2014running emails, tweets, and reviews through algorithms to see if the mood was positive, negative, or somewhere in between.<\/p>\n\n\n\n<p>It was clunky, but it gave managers something to wave around at meetings. \u201cLook, our positivity score is rising!\u201d<\/p>\n\n\n\n<p>Fast forward to today, and sentiment analysis is effortless. AI can parse not just what you said, but how you said it, what tone you used, whether you\u2019re escalating, and even whether the employee on the other side sounds scripted or dismissive.<\/p>\n\n\n\n<p>And Amazon sells this technology themselves\u2014AWS Comprehend. Which is why my recent experiences with their customer \u201csupport\u201d raise a delicious irony.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The angry customer the AI can see<\/strong><\/h2>\n\n\n\n<p>Every email I\u2019ve sent to Amazon KDP and Retail has been dripping with frustration, because I\u2019m trapped in a loop:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Their system told me to update my bank details to receive royalties.<\/li>\n\n\n\n<li>I tried to follow instructions, only to be blocked by their own two-step verification error.<\/li>\n\n\n\n<li>KDP tells me it\u2019s a Retail issue. Retail tells me to start again from scratch. And round we go.<\/li>\n<\/ul>\n\n\n\n<p>If Amazon\u2019s AI is running over those emails\u2014and I\u2019d bet money it is\u2014then I\u2019m a flashing red warning light on their dashboard.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The scripted staff the AI can see<\/strong><\/h2>\n\n\n\n<p>Now contrast that with the replies I\u2019ve received:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201cYour account is functioning normally.\u201d (It isn\u2019t.)<\/li>\n\n\n\n<li>\u201cWe\u2019re not dismissing your concern.\u201d (Yes, you are.)<\/li>\n\n\n\n<li>\u201cWe tried calling you at the number in your account.\u201d (The same dead number I told them was inactive.)<\/li>\n<\/ul>\n\n\n\n<p>If sentiment analysis is working both sides of the conversation, Amazon\u2019s management would see:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Customer tone:<\/strong> angry, urgent, escalating.<\/li>\n\n\n\n<li><strong>Agent tone:<\/strong> flat, canned, handballing.<\/li>\n<\/ul>\n\n\n\n<p>That\u2019s a data-driven picture of organisational failure.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The leadership gap<\/strong><\/h2>\n\n\n\n<p>And here\u2019s the rub: AI might already know exactly how angry I am, but the culture inside Amazon doesn\u2019t allow anyone to care. Staff are trained to follow the script, stay in their silo, and keep the hand-offs moving.<\/p>\n\n\n\n<p>The lesson for leaders everywhere?<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data without ownership is useless.<\/strong> It doesn\u2019t matter what your AI dashboard says if no one is empowered to act.<\/li>\n\n\n\n<li><strong>Sentiment without accountability is noise.<\/strong> You can measure dissatisfaction all day long, but until you give someone the authority to resolve it, customers remain stranded.<\/li>\n\n\n\n<li><strong>Culture eats metrics for breakfast.<\/strong> A slogan like <em>\u201cEarth\u2019s most customer-centric company\u201d<\/em> means nothing if the culture won\u2019t let staff take ownership.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Why this matters<\/strong><\/h2>\n\n\n\n<p>Amazon will survive this shambles. But in smaller organisations, ignoring sentiment\u2014whether revealed by AI or simply by listening\u2014can destroy you.<\/p>\n\n\n\n<p>The AI might already be telling you your customers are furious. The question is: are you building a culture where anyone is allowed to do something about it?<\/p>\n\n\n<ul class=\"wp-block-latest-posts__list wp-block-latest-posts\"><\/ul>","protected":false},"excerpt":{"rendered":"<p>Amazon probably already knows how furious I am. Their AI sentiment analysis would be screaming red alerts. But here\u2019s the kicker: when staff are trained only to handball, no one is allowed to act on it. That\u2019s the leadership failure<\/p>","protected":false},"author":1,"featured_media":10851,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[163,164,186],"tags":[],"ppma_author":[306],"class_list":["post-10850","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-amazon-fiasco","category-anxiety-and-stress","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>When AI knows you\u2019re angry - Surprisingly Lee Hopkins<\/title>\n<meta name=\"description\" content=\"AI can flag customer anger instantly, but without empowered staff it\u2019s meaningless. Amazon shows why culture matters more than metrics\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/leehopkins.com\/vi\/ai-knows-youre-angry-no-one-cares\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"When AI knows you\u2019re angry - Surprisingly Lee Hopkins\" \/>\n<meta property=\"og:description\" content=\"AI can flag customer anger instantly, but without empowered staff it\u2019s meaningless. 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Glitch, or deliberate corporate block because their sentiment dashboard can\u2019t handle the truth? Under Andy Jassy, CEO of Amazon, this fiasco is now about more than royalties. 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Books sell, Amazon gets paid, and authors are left stranded. Call it bureaucracy, call it incompetence \u2014 I call it unconscionable","rel":"","context":"Trong &quot;Anxiety and stress&quot;","block_context":{"text":"Anxiety and stress","link":"https:\/\/leehopkins.com\/vi\/category\/anxiety-and-stress\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":10673,"url":"https:\/\/leehopkins.com\/vi\/the-amazon-fiasco-a-case-study-in-corporate-failure-2\/","url_meta":{"origin":10850,"position":3},"title":"The Amazon Fiasco: A case study in corporate failure","author":"Lee","date":"26 Th\u00e1ng 8 2025","format":false,"excerpt":"This is the running dossier of my ongoing battle with Amazon Kindle Direct Publishing (KDP) and Amazon Retail support. What began as a simple attempt to update my bank details so I could be paid my royalties has become a case study in how the world\u2019s biggest retailer fails its\u2026","rel":"","context":"Trong &quot;Anxiety and stress&quot;","block_context":{"text":"Anxiety and stress","link":"https:\/\/leehopkins.com\/vi\/category\/anxiety-and-stress\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":10865,"url":"https:\/\/leehopkins.com\/vi\/the-amazon-fiasco-a-case-study-in-corporate-failure\/","url_meta":{"origin":10850,"position":4},"title":"The Amazon Fiasco: A case study in corporate failure","author":"Lee","date":"26 Th\u00e1ng 8 2025","format":false,"excerpt":"This is the full chronology of my Amazon KDP fiasco: royalties withheld, support loops endless, escalation treated as violation, and the final insult \u2014 being told to start a new account. Call it incompetence, call it bureaucracy. I call it unconscionable","rel":"","context":"Trong &quot;Anxiety and stress&quot;","block_context":{"text":"Anxiety and stress","link":"https:\/\/leehopkins.com\/vi\/category\/anxiety-and-stress\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":4087,"url":"https:\/\/leehopkins.com\/vi\/unlocking-the-power-of-tone-and-voice-analysis-with-ai-tools\/","url_meta":{"origin":10850,"position":5},"title":"Unlocking the power of tone and voice analysis with AI tools","author":"Lee","date":"16 Th\u00e1ng 10 2024","format":false,"excerpt":"AI-powered tone and voice analysis tools revolutionise content creation by ensuring consistency, improving scalability, and reducing miscommunication risks. These tools detect tone, maintain voice consistency, offer real-time suggestions, and perform sentiment analysis. As AI evolves, it promises even greater precision in connecting brands with their audiences","rel":"","context":"Trong &quot;Artificial Intelligence (AI)&quot;","block_context":{"text":"Artificial Intelligence (AI)","link":"https:\/\/leehopkins.com\/vi\/category\/artificial-intelligence-ai\/"},"img":{"alt_text":"Tone and voice analysis by AI","src":"https:\/\/i0.wp.com\/leehopkins.com\/wp-content\/uploads\/2024\/10\/LinkedIn-article-header-image.png?fit=1200%2C675&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/leehopkins.com\/wp-content\/uploads\/2024\/10\/LinkedIn-article-header-image.png?fit=1200%2C675&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/leehopkins.com\/wp-content\/uploads\/2024\/10\/LinkedIn-article-header-image.png?fit=1200%2C675&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/leehopkins.com\/wp-content\/uploads\/2024\/10\/LinkedIn-article-header-image.png?fit=1200%2C675&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/leehopkins.com\/wp-content\/uploads\/2024\/10\/LinkedIn-article-header-image.png?fit=1200%2C675&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"jetpack_likes_enabled":true,"authors":[{"term_id":306,"user_id":1,"is_guest":0,"slug":"leehopkins","display_name":"Lee","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/46a5b7042fdba8e2b39697b8e8c6d0ab3361275fa22ff61bc83e5d79b4475217?s=96&r=g","0":null,"1":"","2":"","3":"","4":"","5":"","6":"","7":"","8":""}],"_links":{"self":[{"href":"https:\/\/leehopkins.com\/vi\/wp-json\/wp\/v2\/posts\/10850","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/leehopkins.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/leehopkins.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/leehopkins.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/leehopkins.com\/vi\/wp-json\/wp\/v2\/comments?post=10850"}],"version-history":[{"count":0,"href":"https:\/\/leehopkins.com\/vi\/wp-json\/wp\/v2\/posts\/10850\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/leehopkins.com\/vi\/wp-json\/"}],"wp:attachment":[{"href":"https:\/\/leehopkins.com\/vi\/wp-json\/wp\/v2\/media?parent=10850"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/leehopkins.com\/vi\/wp-json\/wp\/v2\/categories?post=10850"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/leehopkins.com\/vi\/wp-json\/wp\/v2\/tags?post=10850"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/leehopkins.com\/vi\/wp-json\/wp\/v2\/ppma_author?post=10850"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}