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<!DOCTYPE html><html lang="en"><head><meta charSet="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="/_next/static/css/index.QZCwXgXa.css" data-rsc-css-href="/_next/static/css/index.QZCwXgXa.css" data-precedence="vite-rsc/importer-resources"/><link rel="modulepreload" fetchPriority="low" href="/_next/static/chunks/index-B0eKOigU.js"/><script src="/_next/static/chunks/rolldown-runtime-C60lm6uB.js" type="module" async=""></script><script src="/_next/static/chunks/framework-D_rUT4EX.js" type="module" async=""></script><script src="/_next/static/chunks/navigation-errors-By4dF-Cc.js" type="module" async=""></script><link rel="modulepreload" href="/_next/static/chunks/layout-segment-context-DYadsQ9V.js" crossorigin=""/><link rel="modulepreload" href="/_next/static/chunks/site-nav-Dqc_IKKp.js" crossorigin=""/><link rel="modulepreload" href="/_next/static/chunks/writing-catalog-CGlZyYSk.js" crossorigin=""/><title>Writing · Manny Akintayo</title><meta name="description" content="Manny Akintayo — writing on AI and business, speaking, and prototypes."/><link rel="icon" href="/favicon.svg"/><script>Object.assign(((self[Symbol.for("vinext.navigationRuntime")]??={bootstrap:{routeManifest:null},functions:{}}).bootstrap.rsc??={rsc:[]}),{params:{},nav:{"pathname":"/writing","searchParams":[]}})</script><link rel="modulepreload" href="/_next/static/chunks/index-B0eKOigU.js" />
</head><body><a href="#content" class="skip">Skip to content</a><div class="site"><header class="header"><a href="/" class="name">Manny Akintayo</a><nav aria-label="Main navigation"><a href="/writing/" aria-current="page">Writing</a><a href="/speaking/">Speaking and Media</a><a href="/prototyping/">Prototyping</a><a href="/about/">About</a></nav></header><main id="content"><h1 class="sr-only">Writing</h1><p class="intro">AI and business, from my newsletter <a href="https://getcbt.substack.com">Coffee Break</a>.</p><div class="topic-filters" role="group" aria-label="Filter articles by topic"><button type="button" class="topic-pill" aria-pressed="true">All</button><button type="button" class="topic-pill" aria-pressed="false">AI agents</button><button type="button" class="topic-pill" aria-pressed="false">AI evaluation</button><button type="button" class="topic-pill" aria-pressed="false">AI infrastructure</button><button type="button" class="topic-pill" aria-pressed="false">AI models</button><button type="button" class="topic-pill" aria-pressed="false">AI policy</button><button type="button" class="topic-pill" aria-pressed="false">Advertising</button><button type="button" class="topic-pill" aria-pressed="false">Agriculture</button><button type="button" class="topic-pill" aria-pressed="false">Consumer AI</button><button type="button" class="topic-pill" aria-pressed="false">Developer tools</button><button type="button" class="topic-pill" aria-pressed="false">Education</button><button type="button" class="topic-pill" aria-pressed="false">Enterprise AI</button><button type="button" class="topic-pill" aria-pressed="false">Fintech</button><button type="button" class="topic-pill" aria-pressed="false">Healthcare</button><button type="button" class="topic-pill" aria-pressed="false">Media</button><button type="button" class="topic-pill" aria-pressed="false">Robotics</button><button type="button" class="topic-pill" aria-pressed="false">Security</button></div><p class="topic-count" role="status">22 articles</p><div><article class="entry"><h2><a href="https://getcbt.substack.com/p/can-jev-route-support-tickets-as">Can Jev Route Support Tickets as Well as an LLM?</a></h2><p class="description">I routed 3,080 banking support tickets with Jev and three frontier LLMs. Jev was up to 13x faster and 19x cheaper, within 5 points on accuracy.</p><p class="meta">14 Oct 2026</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">AI evaluation</button><button type="button" class="topic-pill" aria-pressed="false">Enterprise AI</button><button type="button" class="topic-pill" aria-pressed="false">Fintech</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/do-ai-models-recommend-the-same-financial">Do AI Models Recommend the Same Financial Products?</a></h2><p class="description">An experiment comparing 120 financial product recommendations from three AI models, exploring agreement, familiar brands, and overlap with affiliate publishers.</p><p class="meta">14 Sep 2026</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">AI evaluation</button><button type="button" class="topic-pill" aria-pressed="false">Fintech</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/chinas-ai-constellation-youtubes">China's AI Constellation, YouTube's Ad Matchmaker, and the GPT-4.1's Rollout</a></h2><p class="description">What secrets will China's AI constellation unlock? How will YouTube and Gemini change your viewing experience? What hidden power does GPT-4.1 bring to ChatGPT? Let's dig into this week's highlights!</p><p class="meta">16 May 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">AI models</button><button type="button" class="topic-pill" aria-pressed="false">Advertising</button><button type="button" class="topic-pill" aria-pressed="false">AI infrastructure</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/visa-and-mastercards-ai-agent-amazons">Visa and Mastercard's AI Agent, Amazon's Nova Premier, and Pentagon's AI Help</a></h2><p class="description">AI Shopping is Coming! Plus, Amazon's biggest AI yet and the Pentagon's secret weapon against China's metal grip. All that and more at this week's newsletter!</p><p class="meta">03 May 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">AI agents</button><button type="button" class="topic-pill" aria-pressed="false">Fintech</button><button type="button" class="topic-pill" aria-pressed="false">AI models</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/openais-update-for-developers-meta">OpenAI’s Update for Developers, Meta Glasses in EU, and Grok Vision</a></h2><p class="description">OpenAI for devs: game-changer? Meta glasses in EU: next big thing? Grok Vision: what's the buzz? Get the details on this week's AI breakthroughs.</p><p class="meta">25 Apr 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">AI models</button><button type="button" class="topic-pill" aria-pressed="false">Developer tools</button><button type="button" class="topic-pill" aria-pressed="false">Consumer AI</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/meta-on-training-ai-with-eu-data">Meta on Training AI with EU Data, Perplexity AI on Samsung and Motorola, Microsoft's AI Running on CPUs</a></h2><p class="description">What's happening with AI in Europe? How might your next phone's AI be different? And could AI soon run on any computer? All that and more of the latest AI news!</p><p class="meta">18 Apr 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">AI policy</button><button type="button" class="topic-pill" aria-pressed="false">Consumer AI</button><button type="button" class="topic-pill" aria-pressed="false">AI infrastructure</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/ai-and-chips-tsmcs-big-move-classroom">AI & Chips: TSMC's Big Move, Classroom AI, & Blockchain's AI Leap</a></h2><p class="description">This week: TSMC's Joint Venture for Intel's Chip Factories, Anthropic's Claude for Education, and AI Powered Blockchain Tech. Don't miss these updates!</p><p class="meta">04 Apr 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">AI infrastructure</button><button type="button" class="topic-pill" aria-pressed="false">Education</button><button type="button" class="topic-pill" aria-pressed="false">Fintech</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/googles-next-gen-ai-microsoft-copilots">Google's Next-Gen AI, Microsoft Copilot's Upgrade, and Grok on Telegram</a></h2><p class="description">The AI race isn’t slowing down—are you keeping up? Check out this week's latest developments in the field!</p><p class="meta">28 Mar 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">AI models</button><button type="button" class="topic-pill" aria-pressed="false">Consumer AI</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/metas-ai-finally-coming-to-europe">Meta's AI Finally Coming to Europe, Satellite Internet Boosts AI, and Nvidia as the AI Factory</a></h2><p class="description">Big AI moves this week! From Meta’s AI finally arriving in the EU to Nvidia staking its claim as the AI powerhouse. Get the latest on how these game-changers are shaping the industry!</p><p class="meta">21 Mar 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">Consumer AI</button><button type="button" class="topic-pill" aria-pressed="false">AI infrastructure</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/openai-vs-deepseek-geminis-personalization">OpenAI vs. DeepSeek, Gemini's Personalization Push, and Google's AI Advancing Robotics</a></h2><p class="description">Rivalry, personalization, and robotics innovation! What's next for AI? Let's dive into this week's latest news!</p><p class="meta">14 Mar 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">AI models</button><button type="button" class="topic-pill" aria-pressed="false">Consumer AI</button><button type="button" class="topic-pill" aria-pressed="false">Robotics</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/imagens-ai-powered-social-network">Imagen's AI-Powered Social Network, Lunit's Partnership for AI-Powered X-Rays, and the AGI Manhattan Project</a></h2><p class="description">From AI-powered social networks to X-ray analysis that spots diseases instantly, and a debate over whether AGI development should be treated like the Manhattan Project—this week’s AI news is big!</p><p class="meta">07 Mar 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">Consumer AI</button><button type="button" class="topic-pill" aria-pressed="false">Healthcare</button><button type="button" class="topic-pill" aria-pressed="false">AI policy</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/this-weeks-highlights-microsofts">This Week's Highlights: Microsoft’s Phi-4 Breakthrough, Alexa’s AI Upgrade, and Tencent’s Bold Move Against DeepSeek R1</a></h2><p class="description">AI dominance is the new battleground, and we're here to watch tech giants up their game! All that and more in this week's latest AI news!</p><p class="meta">28 Feb 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">AI models</button><button type="button" class="topic-pill" aria-pressed="false">Consumer AI</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/this-weeks-highlights-chatgpts-next">This Week's Highlights: ChatGPT's Next-Gen Model, Apptropik's Cash Boost for Humanoid Robots, and Google's AI Guessing Your Age</a></h2><p class="description">Can AI actually tell your age? All that and more on the latest AI news ths week!</p><p class="meta">14 Feb 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">AI models</button><button type="button" class="topic-pill" aria-pressed="false">Robotics</button><button type="button" class="topic-pill" aria-pressed="false">Consumer AI</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/this-weeks-highlights-deepseek-on">This Week's Highlights: Deepseek on Microsoft's Cloud, AI-Powered Crop Breeding, and Gmail on AI Hack</a></h2><p class="description">Stay ahead of the curve with our latest insights on power partnerships and interesting use cases for AI!</p><p class="meta">31 Jan 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">AI infrastructure</button><button type="button" class="topic-pill" aria-pressed="false">Agriculture</button><button type="button" class="topic-pill" aria-pressed="false">Security</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/this-weeks-highlights-trumps-500">This Week's Highlights: Trump's $500 Billion AI Initiative, UNESCO's Celebration of AI in Education, and the Controversy Behind AI-Edited Film "Brutalist"</a></h2><p class="description">From powerful joint ventures to ongoing debates about AI usage, get ready to dive into this week's latest in tech and AI!</p><p class="meta">24 Jan 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">AI infrastructure</button><button type="button" class="topic-pill" aria-pressed="false">Education</button><button type="button" class="topic-pill" aria-pressed="false">Media</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/this-weeks-highlights-chollets-agi">This Week's Highlights: Chollet's AGI Lab, Zuckerberg's YouTube Strategy, and Mistral's AFP Alliance</a></h2><p class="description">From real-time news in chatbots to AGI innovations and copyright battles, there’s a lot to unlock in this week’s latest in AI and tech!</p><p class="meta">17 Jan 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">AI models</button><button type="button" class="topic-pill" aria-pressed="false">Media</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/this-weeks-highlights-ai-wearables">This Week's Highlights: AI Wearables, AI-Powered Subtitles, and Grok Chatbot's Own iOS</a></h2><p class="description">Is your AI eavesdropping on you? Discover the latest innovations in AI this week from cutting-edge wearables to advanced AI-powered subtitles, and Grok Chatbot's very own iOS app!</p><p class="meta">10 Jan 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">Consumer AI</button><button type="button" class="topic-pill" aria-pressed="false">Media</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/this-weeks-highlights-metas-ai-friends">This Week's Highlights: Meta's AI Friends, Gen Beta: The AI-First Generation, and the Russia-China AI Partnership</a></h2><p class="description">Ready to meet your AI friends? Catch all this and more as we kick off this year with the latest tech news!</p><p class="meta">03 Jan 2025</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">Consumer AI</button><button type="button" class="topic-pill" aria-pressed="false">AI policy</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/this-weeks-highlights-chatgpt-on">This Week’s Highlights: ChatGPT on Landline, NVIDIA's Digital Avatars, and Apple's Deal with Tencent and ByteDance</a></h2><p class="description">From ChatGPT on your speed dial to strategic partnerships, let's talk about how AI is reshaping expectations for customer engagement and interaction in the digital age!</p><p class="meta">20 Dec 2024</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">Consumer AI</button><button type="button" class="topic-pill" aria-pressed="false">Media</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/this-weeks-highlights-uhc-ceos-murder">This Week’s Highlights: UHC CEO’s Murder Allegedly Over AI Scandal, AWS Builds Supercomputer Specifically for AI, and OpenAI's Deal With Defense Tech Anduril</a></h2><p class="description">From AI scandals to new partnerships and developments, the intersection of tech and safety is getting more crucial than ever. How do you find the balance between innovation and humanity?</p><p class="meta">06 Dec 2024</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">Healthcare</button><button type="button" class="topic-pill" aria-pressed="false">AI infrastructure</button><button type="button" class="topic-pill" aria-pressed="false">AI policy</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/this-weeks-highlights-panasonic-foudners">This Week's Highlights: Panasonic Foudner's AI Clone, Elon's xAI App Development, and Trump's take on AI Czar</a></h2><p class="description">Would you like to come back to life as an AI ghost? Dive into the latest in tech this week—from AI clones to the Tesla of AI apps, and Donald Trump appointing an AI Czar.</p><p class="meta">29 Nov 2024</p><div class="entry-tags" aria-label="Article topics"><button type="button" class="topic-pill" aria-pressed="false">Consumer AI</button><button type="button" class="topic-pill" aria-pressed="false">AI policy</button></div></article><article class="entry"><h2><a href="https://getcbt.substack.com/p/this-weeks-highlights-open-ais-free">This Week's Highlights: Open AI's Free Training for Teachers, Numenta's Open-source AI Model, and the C3.ai and Microsoft's Partnership for Enterprise AI Adoption</a></h2><p class="description">Discover how OpenAI is empowering teachers with free training, explore Gates Foundation's Numenta as it releases groundbreaking open-source AI model, and learn about the exciting partnership between C3.ai and Microsoft aimed at accelerating enterprise AI adoption.</p><p class="meta">23 Nov 2024</p><div 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