The Artificial Intelligence Show

If you stop hiring entry-level staff and quietly decimate the leadership pipeline, where do future managers come from once AI does the junior work? That's one of 15 listener questions Paul Roetzer and Cathy McPhillips take on in this AI Answers edition, drawn from recent Intro to AI and Scaling AI classes and an Academy Live session with SmarterX's COO and legal counsel.

The conversation runs from the practical (how to carve out time for AI, generic vs. custom agents, human-in-the-loop checkpoints) to the strategic (funding AI, token budgets, intelligence redundancy, and whether we're building businesses on "rented land").

Show Notes: ⁠Access the show notes and show links here⁠

00:00:00 — Intro

00:07:15 — What are the best ways to use AI in marketing?

00:10:54 — How do you carve out time for AI when the team is already slammed?

00:14:46 — Should a small company hire outside consultants to build agents?

00:19:19 — Who should own AI transformation in the enterprise?

00:23:49 — Are there generic agents everyone can use, or do you build your own?

00:25:58 — Can you build human approval checkpoints into an agent?

00:28:01 — How do you enable agents on sensitive data without adding risk?

00:30:31 — How should a company fund its AI investments?

00:34:11 — How do you budget and forecast total AI spend, including tokens?

00:37:03 — What does a right-sized AI vendor approval process look like?

00:40:33 — What happens to your data if an AI vendor is acquired or goes under?

00:42:48 — When should you disclose that AI was used to create the work?

00:46:03 — If AI does the entry-level work, where do future managers come from?

00:47:57 — Is an LLM really a black box, and is that ominous?

00:50:38 — Are we building businesses on rented land with LLMs?

This episode is brought to you by Marketing AI Month. All month, the AI for Marketing Course series inside AI Academy is free (a $499 value): five expert-led sessions from Mike Kaput, the frameworks and tools the SmarterX team actually uses, and a professional certificate on completion. Enroll by September 30 (you don't have to finish by then - just enroll). The month closes with a live AMA on October 1, where Cathy puts your questions to Paul and Mike; anyone enrolled can attend. Enroll at SmarterX.ai/marketing.

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OpenAI's Hugging Face hack keeps getting stranger; new investigations show autonomous agents that coordinated, deceived, and pursued their goal at almost any cost. Paul Roetzer and Mike Kaput break down what it means for the models coming next. They also cover Bill Gates reversing his stance on AI and jobs, Nvidia doubling revenue and buying Hugging Face, Anthropic's $30 trillion revenue pitch and its court win, McKinsey's 2026 State of AI, and more in the rapid-fire section.

AI-Pulse Survey: Fill out this week’s AI-Pulse Survey here.

Show Notes: Access the show notes and show links here

Timestamps:

00:00:00 — Intro

00:04:53 — The Wild Truth About OpenAI’s Hugging Face Hack Comes Out

00:31:08 — Bill Gates Changes His Mind on AI and Jobs

00:39:22 — Nvidia Doubles Revenue and Agrees to Buy Hugging Face

00:50:32 — Anthropic Sees a $30 Trillion Revenue Opportunity

00:54:24 — Judge Blocks Government’s Anthropic Blacklisting

00:56:31 — Controversy Over Legendary Investor’s AI-Written Op-Ed

01:03:11 — McKinsey Maps the State of AI in 2026

01:06:26 — Niall Ferguson Sees a Sci-Fi AI Future

01:12:12 — Americans Back Government Action on AI Disruption

01:18:41 — AI Use Case Spotlight

01:26:59 — AI Product and Funding Updates

This week’s episode is brought to you by MAICON, our 6th annual Marketing AI Conference, happening in Cleveland, Oct. 13-15. The code POD100 saves $100 on all pass types.

For more information on MAICON and to register for this year’s conference, visit www.MAICON.ai.

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For twenty years, the percentage of time a B2B sales rep spends actually talking to customers has barely moved. Jon Dick, chief customer officer at HubSpot, thinks AI is the first thing that genuinely breaks that constraint, and he has three years of rebuilding to point to.

In this AI Transformations episode, Jon takes Mike Kaput through HubSpot's agentic go-to-market model: the AEO strategy built for answer engines, the AI SDR handling most website chats, the assistant that moved win rate, and the org change that put every AI engineer under one leader.

Show Notes: Access the show notes and show links here

Timestamps:00:00:00 — Intro

00:03:36 — Meet Jon Dick

00:05:13 — What HubSpot was trying to solve

00:08:27 — How the transformation got started and where it stands today

00:11:48 — Beyond individual use cases: demand creation and AEO

00:15:49 — What's HubSpot native, and how they pick models

00:18:36 — What had to change organizationally

00:22:10 — Why centralizing beat the pod model

00:24:39 — What got messier along the way

00:25:46 — Results across the board

00:28:35 — Why HubSpot's go-to-market context is the advantage

00:30:19 — Advice for leaders earlier in the journey

This episode is presented by Google Cloud:

Google Cloud is the new way to the cloud, providing AI, infrastructure, developer, data, security, and collaboration tools built for today and tomorrow. Google Cloud offers a powerful, fully integrated and optimized AI stack with its own planet-scale infrastructure, custom-built chips, generative AI models and development platform, as well as AI-powered applications, to help organizations transform. Customers in more than 200 countries and territories turn to Google Cloud as their trusted technology partner.

Learn more about Google Cloud here: https://cloud.google.com/

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OpenAI paused reinforcement learning on its most advanced models over cybersecurity concerns, saying its next model may cross a critical capability threshold. Paul's read: the labs aren't removing dangerous behaviors, they're suppressing them and suppressed behaviors can come back.

Also this week: a very public argument over Anthropic's direction as it heads toward a possible $2 trillion IPO, Pennsylvania's crackdown on data centers, Nvidia's Ohio AI factory play, new Pew data on young Americans souring on AI, and humanoid robots in Beijing breaking records set by Usain Bolt.

AI-Pulse Survey: Fill out this week’s AI-Pulse Survey here.

Show Notes: Access the show notes and show links here

Timestamps:

00:00:00 — Intro

00:06:44 — OpenAI Pauses Some Frontier AI Training Due to Cybersecurity Concerns

00:19:25 — Debate Over Anthropic Intensifies Ahead of IPO

00:33:43 — Pennsylvania Leads Increasing State Opposition to Data Centers

00:48:19 — Jensen's AI Factory Manifesto

00:54:15 — AI Job Loss Hits Young Adults

00:58:53 — Andrew Yang Pushes for Direct Payments to Americans, Paid for by AI

01:01:39 — OpenAI and Anthropic Rethink Data Retention

01:04:48 — Chinese Robots Break Human World Records

01:09:57 — AI Use Case Spotlight

01:18:45 — AI Product and Funding Updates

This week’s episode is brought to you by MAICON, our 6th annual Marketing AI Conference, happening in Cleveland, Oct. 13-15. The code POD100 saves $100 on all pass types.

For more information on MAICON and to register for this year’s conference, visit www.MAICON.ai.

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Claude will now watermark the content it generates, and the fight over what that means for writing, schoolwork, and "AI plagiarism" is only starting. Paul and Mike unpack the watermarking news, then move through AI's environmental reckoning, OpenAI's very public friction with the White House, Anthropic's march toward a record IPO, Grok 4.6's return to the frontier, and an AI agent that hacked a gym website while trying to book a class.

AI-Pulse Survey: Fill out this week’s AI-Pulse Survey here.

Show Notes: Access the show notes and show links here

Timestamps:

00:00:00 — Intro

00:07:04 — Claude Will Now Start Marking AI-Generated Content

00:22:41 — AI's Environmental Reckoning

00:35:58 — Drama from the White House Over OpenAI Hire

00:45:25 — Anthropic's Hidden Advisor

00:50:04 — Sanders Threatens an AI Pause

00:55:30 — xAI Releases Grok 4.6

00:58:30 — More on Google's AI Leadership Reshuffle

01:02:54 — Revisiting the Responsible AI Manifesto

01:08:09 — AI Agent Hacks a Gym Website

01:12:10 — AI Use Case Spotlight

01:19:14 — AI Product and Funding Updates

This week’s episode is brought to you by MAICON, our 6th annual Marketing AI Conference, happening in Cleveland, Oct. 13-15. The code POD100 saves $100 on all pass types.

For more information on MAICON and to register for this year’s conference, visit www.MAICON.ai.

Visit our website

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Join our community:

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Looking for content and resources?

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Enroll in our AI Academy