The AI Edge Podcast

Ep 26. AI Bias Is a Business Problem — Not Just an Ethics One, with Stefanie Beach & Nadia Koski

Amazon just killed Rufus. The upfronts just tried to sell data like it was primetime inventory. And every streaming platform announced an AI tool that sounds exactly like every other streaming platform's AI tool. Meanwhile, the industry is barreling toward agentic commerce built on data that excludes half the world — and most marketers haven't noticed yet. This week, Shiv and Miles welcome two guests who are doing something about it. Stefanie Beach is the founder and CEO of The Marketeer Group and host of the Digital Marketeer Podcast. Nadia Koski is a 15-year ad tech and publishing veteran, American expat living in Florence, and the founder of a new podcast launching this week. Together, they're producing a panel at Cannes Lions focused on AI bias, inclusive data, and what the industry needs to do before it's too late. They break down why Amazon sunsetting Rufus in favor of Alexa is actually a smart long game — and why agentic commerce will cannibalize commerce media in the process. They also get into why the upfronts are in their awkward teenage years, why selling data on an upfront timeline is a structural contradiction, and why every streamer announcing an "AI personalization tool" this week needs to actually show who's buying it and why. Then the conversation gets more serious. Only 52% of the world's data is represented in today's AI systems. An AI crop app built for African farmers failed female farmers entirely because the training photos were all taken by men. Roughly 1 in 4 women feel that using AI at work is cheating — men simply don't carry that hesitation. And if agentic commerce gets built on this foundation, brands risk alienating Gen Z and Gen Alpha — the largest spending generation of the next decade — before they ever get a chance to reach them. 🎙 Check out Stefanie's podcast: The Digital Marketeer Podcast https://bit.ly/4uhs5oj [https://bit.ly/4uhs5oj] 🎙 Nadia's new podcast launches Tuesday, May 19th — Still Human: Real Talk in the Age of AI Listen to the trailer here: https://bit.ly/3RMqCrJ [https://bit.ly/3RMqCrJ]

Ep 25. The MarTech Chrysalis: Why Marketing Is in a Messy Middle — and What Comes Next, with Scott Brinker, Chief MarTech

The MarTech landscape just flatlined for the first time in 15 years. Not because AI killed it — but because the companies that were always going to lose finally ran out of time. Meanwhile, marketers are building software without knowing they're building software, SaaS platforms are going headless, and the new constraint isn't data or budget or creative. It's context. This week, Shiv and Miles sit down with Scott Brinker — aka Chief MarTech, founder of the Chief MarTech blog, former HubSpot ecosystem lead, and the person who has been tracking the MarTech landscape since it had 150 companies on it. Scott just dropped his annual State of MarTech report — 125 pages, a decade and a half of pattern recognition, and one central thesis: we are in the chrysalis stage. Things have dissolved. The butterfly hasn't formed yet. And anyone who tells you they've figured it all out is lying. Scott breaks down why peak MarTech finally arrived — and why the companies exiting aren't the AI wrappers everyone expected but the legacy 2010s players that never won their categories and have been on life support for years. He also explains why the build-versus-buy question has exploded into build-and-buy-and-build-some-more, why marketers are creating software without realizing it, and why the entire order of operations most marketing teams are using with AI is exactly backwards. They also get into why context is the new constraint — and what it means that human bridges between company context and customer context are disappearing as agents start talking to agents, why SaaS platforms that go headless are making the smartest long-term bet in the industry, and why the data layer players like Snowflake and Databricks are quietly racing up the stack. Ready to level up your AI skills? Join the U of Digital AI Accelerator. Use code EARLYBIRDSLEARNAI for 20% off https://uof.digital/ai/accelerator/ [https://uof.digital/ai/accelerator/] Sponsored by Hightouch New episodes every Monday. Get your AI Edge here.

Ep 24. AI Is Making Ads Better — But Where Is All That Money Actually Going? with David Danziger, Dstillery

The New York Times says AI is making digital advertising boring. Meta just posted its biggest earnings quarter ever. Google's CapEx story is looking smarter by the day. And OpenAI is quietly building toward a $100 billion ad business while the three-headed AI monster — Gemini, Claude, and ChatGPT — keeps getting more tangled by the week. This week, Shiv and Miles sit down with David Danziger, SVP of Partnerships at Dstillery, one of the leading independent targeting companies in advertising. David has spent his career at the intersection of data, partnerships, and the open internet — with stints at LiveRamp, The Trade Desk, and Yahoo — and he brings a practitioner's eye to a week full of big numbers and bigger questions. David breaks down why the NYT's "boring" framing is ironic at best and wrong at worst, why Meta's CapEx story looks very different from Google's when you factor in the infrastructure play underneath it, and why the open internet is going to see real AI benefits too — not just the walled gardens. He also explains why a wrapper on an LLM isn't enough anymore, why ChatGPT ads are essentially search ads with more granular intent signals, and why the companies with real data assets underneath them are the ones that will win. They also get into how MCP is replacing what APIs used to do — faster, easier, and already happening in production at Dstillery — why multimodal AI means any input can produce any output and what that actually unlocks for targeting, and how a workflow that used to take two days of back-and-forth emails now takes fifteen minutes inside Dstillery's agentic tools. Ready to level up your AI skills? Join the U of Digital AI Accelerator. Starts May 12th | Use code EARLYBIRDSLEARNAI for 20% off https://uof.digital/ai/accelerator/ [https://uof.digital/ai/accelerator/] Sponsored by Hightouch New episodes every Monday. Get your AI Edge here.

Ep 23. AI Native or Dead: What It Really Takes to Transform a Business, with Mark Josephson, Executive Coach

OpenAI launched GPT-5.5 and called it a step toward a super app. Anthropic dropped Claude Design and quietly kept building what might be today's version of G Suite. Google launched a native agent builder in Gemini Enterprise. And Meta got caught secretly tracking employee keystrokes to train AI — then told the employees who objected: no. This week, Shiv and Myles sit down with Mark Josephson — three-time CEO, former head of Bitly, and now an executive coach working with founders and senior leaders on how to actually transform their businesses with AI. Mark has a front-row seat to what's working, what isn't, and what separates companies that are going to make it from the ones that are quietly running out of time. Mark breaks down why Anthropic has a clarity of purpose that OpenAI still hasn't found, why the real Google competitive battle isn't against Claude or ChatGPT but against AWS and Azure at the cloud layer, and why the future is simply binary — companies will either be AI native or they'll be dead, the same way print was always going to die once digital arrived. He also shares the story of a founder who cancelled every meeting on a Monday, handed his entire company Claude Code, and committed to two hours of daily AI training until they got there. They also get into why Meta secretly tracking keystrokes is a warning sign that should make everyone think harder about who they're trusting with this technology, why smart regulation matters more than the performative policy theater coming out of OpenAI, and what it actually means to be an AI native leader — not the person doing all the building, but the person who understands what's possible. Ready to level up your AI skills? Join the U of Digital AI Accelerator. Starts May 12th | Use code EARLYBIRDSLEARNAI for 20% off https://uof.digital/ai/accelerator/ [https://uof.digital/ai/accelerator/] Sponsored by Hightouch New episodes every Monday. Get your AI Edge here.

Ep 22. AI Is Eating the Ad Industry — Who Wins and Who Gets Squeezed? with David Berkowitz, AI Marketers Guild

OpenAI wants to be a $100 billion ad business by 2030. Meta just overtook Google as the largest ad company in the world. Anthropic launched a new model, built a design studio, and is now worth more on the private market than OpenAI. And Allbirds — yes, the sneaker company — rebranded as an AI infrastructure company and watched their penny stock spike 600%. This week, Shiv sits down with David Berkowitz, longtime marketing leader, community builder, and founder of the AI Marketers Guild at Marketecture, to make sense of a week where everything moved at once. David breaks down why OpenAI's $100 billion ad ambition is a hell of a magic trick that requires nearly tripling their user base, why Meta's flood-the-feed strategy might not be as tenable as their revenue numbers suggest, and why Google — with nine billion-user-plus products and a 15-year head start building AI — is playing a much longer game than anyone is giving them credit for. He also explains why the seed and early-stage AI companies that felt safe six months ago should now be getting nervous, and why the "anti-AI" brand positioning trend is mostly companies talking out of both sides of their mouth. They also get into what marketers should actually be doing with ChatGPT ads right now, why the organic vs. paid AI debate is just the Google search debate starting all over again, and how the industry has moved from Walmart calling a basic chatbot a "super agent" to an era where your audience is building their own agents and calling your bluff. Ready to level up your AI skills? Join the U of Digital AI Accelerator. Starts May 11th | Use code EARLYBIRDSLEARNAI for 20% off https://uof.digital/ai/accelerator/ [https://uof.digital/ai/accelerator/] Sponsored by Hightouch New episodes every Monday. Get your AI Edge here.