
Episode #94
94: Voice AI & Conversation Design Explained: Dark Patterns, Emotional Debt & Being a Good AI Operator — with Anne Cantera
Summary Anastassia 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 speak 02:24 Welcome Anne: dialing in from Long Island 03:26 From chef to conversation designer: an unusual path into AI 05:52 Self-taught in NLP: free chatbots, LexisNexis, and skills no school teaches 09:27 Omnimodal design: the perfect modality at the perfect moment 11:46 Being a good AI operator: spec-driven work and the interview technique 14:07 Human skills come before prompts 16:34 Voice tech today: machines that listen and speak at once 18:55 Ethics and dark patterns: why Anne left corporate 21:16 Emotional debt: trust is gained in drops and lost in buckets 24:42 Elastic organizations: core beliefs before AI design 26:59 Theory of mind: why machines cannot relate to us 31:39 Enterprise vs. everyone else: why small companies build better bots 36:42 Domains and jobs: machine translation, where nobody was laid off 39:42 Leadership ego: bring in your experts early 40:37 AI literacy first: wannabes, influencers, and real experts 43:49 The upskilling epidemic — and why VoiceofAI.io is free 49:20 Beyond transformers: LLMs are a step, not the final frontier 52:43 Robotics: industry first, our homes later 54:13 The AI class divide: haves, have-nots, and AI teachers 55:29 Closing: two more episodes promised — design and ethics Hyperlinks: Anne Cantera LinkedIn Elementyl Intelligence Website The Voice of Intelligence Design Handbook and Website Anne Cantera Article on Conversational Systems Anastassia Lauterbach - LinkedIn First 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 Edutainment The AI Imperative Book Romy & Roby Book

