Cover of 94: Voice AI & Conversation Design Explained: Dark Patterns, Emotional Debt & Being a Good AI Operator — with Anne Cantera

94: Voice AI & Conversation Design Explained: Dark Patterns, Emotional Debt & Being a Good AI Operator — with Anne Cantera

94: Voice AI & Conversation Design Explained: Dark Patterns, Emotional Debt & Being a Good AI Operator — with Anne Cantera

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SummaryAnastassia and Anne Cantera discuss voice interfaces and key design principles for making voice chatbots "right." Anne designs voice experiences at scale, builds orchestration tooling for multi-agent systems, and teaches what she calls omnimodal design. Anne created VoiceofAI.io - a free AI upskilling resource for designers.Key Takeaways:Getting good AI output is a skill: provide requirements, design systems, and data so the model never has to make things up.Never let AI write for you - let it interview you. That's the difference between AI-assisted and AI-generated — a thought innovator versus a slop generator.The future is omnimodal design - technology that offers what you need, in the moment you need it.Disclosure is non-negotiable. Voice AI can now listen and speak at the same time - making it easier than ever to fool people. Pretending a bot is human is a dark pattern.Trust is gained in drops and lost in buckets. Companies that ship half-baked voice agents accumulate “emotional debt.”Fast, easy, cheap: Voice projects are none of the three.Replacing humans is backfiring. From flopped plans to outsource support to agents, to companies quietly rehiring.Narrow domains win. A small, women-owned bank with one product can build a better chatbot than an enterprise with 110 products.Bring in experts early — and learn to spot them. Leadership ego (“we don't need consultants”) makes messes that cost more to clean up later. But AI literacy comes first: an influencer with 500,000 followers and no AI work history is not an expert.LLMs are a step, not the final frontier.Chapters:00:00 Intro: when the machines around us began to speak02:24 Welcome Anne: dialing in from Long Island03:26 From chef to conversation designer: an unusual path into AI05:52 Self-taught in NLP: free chatbots, LexisNexis, and skills no school teaches09:27 Omnimodal design: the perfect modality at the perfect moment11:46 Being a good AI operator: spec-driven work and the interview technique14:07 Human skills come before prompts16:34 Voice tech today: machines that listen and speak at once18:55 Ethics and dark patterns: why Anne left corporate21:16 Emotional debt: trust is gained in drops and lost in buckets24:42 Elastic organizations: core beliefs before AI design26:59 Theory of mind: why machines cannot relate to us31:39 Enterprise vs. everyone else: why small companies build better bots36:42 Domains and jobs: machine translation, where nobody was laid off39:42 Leadership ego: bring in your experts early40:37 AI literacy first: wannabes, influencers, and real experts43:49 The upskilling epidemic — and why VoiceofAI.io is free49:20 Beyond transformers: LLMs are a step, not the final frontier52:43 Robotics: industry first, our homes later54:13 The AI class divide: haves, have-nots, and AI teachers55:29 Closing: two more episodes promised — design and ethics Hyperlinks:Anne Cantera LinkedInElementyl Intelligence WebsiteThe Voice of Intelligence Design Handbook and WebsiteAnne Cantera Article on Conversational SystemsAnastassia Lauterbach - LinkedInFirst Public Reading, Romy, Roby and the Secrets of Sleep (1/3) First Public Reading, Romy, Roby and the Secrets of Sleep (2/3) First Public Reading, Romy, Roby and the Secrets of Sleep (3/3) AI Snacks with Romy and Roby@romyandroby “Leading Through Disruption”AI EdutainmentThe AI Imperative BookRomy & Roby Book
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