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Field notes.

The AI Operator.

Every week, AI makes another headline. Most of it doesn't matter for your business. This show cuts through the noise.The AI Operator is a weekly podcast for SMB owners and business leaders who want to actually use AI — not just read about it. Each episode breaks down one AI tool in plain English, covers the stories worth paying attention to, and ends with one concrete thing you can do this week.Your host Shaun Gehring is a developer and entrepreneur who builds AI tools for real business problems. He's not here to hype the technology — he's here to tell you what works, what doesn't, and what's worth your time.No fluff. No vendor spin. Just the AI moves that help small businesses compete.New episodes every week. Hosted on Acast. See acast.com/privacy for more information.

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EP 082026.06.2222 MIN

Week of June 22nd 2026

Five companies — Amazon, Google, Microsoft, Meta, and Oracle — will spend roughly $725 billion building AI this year, and they're losing money on your $20 subscription on purpose. That's great… until someone wants the money back. And the only pocket they can reach is your monthly bill. This week: why the cheap AI got so cheap, why it won't stay that way, and the 30-minute move that keeps any one tool from ever trapping you.In this episode:The $725B bet — 2026 Big Tech AI capex is about $725B, up ~77% in a year. Meta alone guided to $125–145B (Fortune). JPMorgan sees ~$5 trillion flowing into AI infrastructure by 2030 against a sliver of real revenue — the "Grand Canyon gap." The Fed flagged AI as a top systemic risk; Bill Gurley, who called the dot-com top, sees a "reset" coming. Translation: your cheap AI is cheap because investors are subsidizing it.The $20 era is ending — Today's ~$20/mo plans are a VC-funded land grab, not a price (Boston Globe). Serving users already eats more than half of the big labs' revenue; analysts (Josh Bersin) expect everyday plans to drift to $25–30+. Both OpenAI and Anthropic already roughly doubled their newest model prices and killed enterprise all-you-can-eat deals. Budget at double today's price.Flat-rate is dying — meet "credits" — AI is shifting from flat monthly pricing to usage/credit billing (the same catch we flagged on Chatbase last week). 78% of companies got hit with an unexpected AI charge last year (Zylo), and the average small business now runs ~5 AI tools. Ask: does it bill flat or by the meter, and can I cap it?The theme: The cheap AI is cheap because someone chose to pay for it — and that won't last. The operators who win the reset aren't the ones with the most AI; they're the ones who can swap any tool without bleeding. Rent the model. Own the data. Keep one hand near the exit.🔗 Show Notes & SourcesThe $725B betFuturum Group — 2026 AI capex sprint (~$725B aggregate, +77% YoY): https://futurumgroup.com/insights/ai-capex-2026-the-690b-infrastructure-sprint/Fortune — Meta bumps 2026 capex to as much as $145B: https://fortune.com/2026/04/29/meta-zuckerberg-145-billion-ai-spending-roi/AI capex bubble 2026 — JPMorgan ~$5T-by-2030 "Grand Canyon gap": https://tooldirectory.ai/blog/ai-capex-bubble-2026-where-the-revenue-actually-isAI bubble 2026 — Fed systemic-risk warning + GPU/capex context: https://medium.com/@svnkrmkr/ai-bubble-2026-is-it-real-capex-fed-warnings-gpu-lifespans-b5db2178d350Techloy — Bill Gurley "reset" + the $1T data-center question: https://www.techloy.com/ai-data-center-bubble-2026/The $20 era is endingThe Boston Globe — "ChatGPT price increases are coming. Claude, Gemini, and others, too.": https://www.bostonglobe.com/2026/04/29/business/chatgpt-price/MindStudio — Why the $20/month era is ending (inference > half of revenue): https://www.mindstudio.ai/blog/ai-pricing-shock-end-of-cheap-subscriptionsJosh Bersin — "AI Prices Are Going Up, Up, Up": https://joshbersin.com/2026/05/ai-prices-are-going-up-up-up-and-what-this-means-for-enterprise-ai/The Decoder — Anthropic/OpenAI raise model prices, drop enterprise discounts amid price war: https://the-decoder.com/anthropic-backs-off-unpopular-billing-overhaul-as-price-war-with-openai-looms/Flat-rate is dying — meet "credits"Zylo — 2026 SaaS Management Index (78% hit by unexpected AI/consumption charges): https://zylo.com/blog/ai-costHubSpot — Buyer's guide to credit-based AI pricing: https://blog.hubspot.com/website/ai-credits-buyers-guideSBE Council — SMBs run a median of ~5 AI tools; 82% have invested: https://sbecouncil.org/2026/04/25/the-ai-tools-small-businesses-are-using/Tool Spotlight — NotebookLMNotebookLM plans & pricing (free Standard, Plus ~$7.99, Pro $19.99): https://notebooklm.google/plansNotebookLM pricing 2026 breakdown (free-tier limits): https://felloai.com/notebooklm-pricing/NotebookLM for Business — 5 use cases (SOPs/onboarding): https://www.itgenius.com/blog/notebooklm-for-business/ Hosted on Acast. See acast.com/privacy for more information.

Above the Noise.

Everyone in AI is incentivized to lie to you. Vendors want the deal. Consultants want the engagement. Analysts want the subscription. They're all paid to sound certain — so certainty is exactly what you can't trust.Above the Noise is the unbiased AI brief for enterprise leaders. I build enterprise AI for a living, and on this show I sell you nothing. No sponsors, no affiliates, no agenda. Just a practitioner cutting through the hype so you can make decisions with a clear head.Every episode runs four segments: • News Brief — what actually moved, and what it means for you. • Deep Dive — one topic, taken apart and explained in plain English. • Expose a Lie — the signature segment. I take a popular AI claim everyone repeats and put it up against cited evidence. (I go after claims, never people.) • A Thought-Provoking Question — something to chew on before the next one.Built for any leader — Director to CIO — who feels the pressure to "do something with AI" but can't tell what's real. Biweekly. Solo. About 30 minutes. The unbiased signal, above the noise. Hosted on Acast. See acast.com/privacy for more information.

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EP 032026.06.2235 MIN

You Can't Govern What You Can't See

Something goes wrong in production, someone senior asks "walk me through exactly why the AI did that" — and the room goes quiet. That silence is the most expensive sound in enterprise AI right now. This week, the tested read on the two least exciting words in the whole stack — governance and observability — and why the part nobody demos is the part that ends careers.This episode of Above the Noise — the unbiased AI brief for enterprise leaders:News Brief: The EU AI Act high-risk deadline (Aug 2) and the Article 12 logging language nobody's ready for · SR 11-7 just got rescinded — and U.S. regulators handed AI governance back to you · the half-billion-dollar "AI governance" land-grab, and what its existence quietly admits.Deep Dive: What governance and observability actually are, why almost no platform ships them (four structural reasons), and why you cannot bolt them on in "phase two."Expose a Lie: "Our logs are our audit trail." Three breaks, each fatal — and the one question that turns the room honest.The question to sit with: Could you prove, to a hostile outsider, exactly why one of your AI systems made one specific decision ninety days ago?No vendors. No hype. Just the signal.👉 Follow Above the Noise wherever you listen — new episode every two weeks. Share it with one leader who keeps saying "we log everything," and leave a rating so more people find it. Between episodes, find Shaun on LinkedIn — come argue with him there.🔗 Show Notes & SourcesEvery stat in this episode is sourced. Check the work yourself:EU AI Act — high-risk deadline & loggingWhat the EU AI Act requires for AI agent logging (Help Net Security)Article 12: Record-keeping / logging (EU AI Act)Article 26: Obligations of Deployers of High-Risk AI Systems (EU AI Act)EU AI Act 2026 Updates: Compliance Requirements & Business Risks (Legal Nodes)EU AI Act Omnibus Agreement — Postponed High-Risk Deadlines (Gibson Dunn)EU agrees to delay key AI Act compliance deadlines (Travers Smith)SR 11-7 rescission & financial-services AI governanceModel Risk Management: Revised Guidance — OCC Bulletin 2026-13OCC Issues Updated Model Risk Management Guidance (news release)Federal Banking Agencies Issue Revised Guidance on Model Risk Management (Sullivan & Cromwell)GenAI: Continuing and Emerging Trends (FINRA 2026 Annual Regulatory Oversight Report)FINRA flags generative AI risks and governance expectations (DLA Piper)The governance/observability marketCognizant–ServiceNow "continuous AI assurance" partnershipSnowflake Horizon Catalog centralizes AI governanceHyland Enterprise Agent Mesh / Control Tower (Help Net Security)Global AI Regulations Fuel Billion-Dollar Market for AI Governance Platforms (Gartner)Production reality & observability80% of Fortune 500 use active AI agents (Microsoft Security Blog)Stanford 2026 AI Index — security & risk = #1 barrier to scaling agentic AIStanford AI Index 2026: Why 62% Say Security Blocks Agentic AI Scaling (Kiteworks)2026 is the year of enterprise AI governance — Forrester 60% F100 (Speakeasy)Gartner: Over 40% of Agentic AI Projects Will Be Canceled by End of 2027Agent Observability: LangSmith, Langfuse, Arize 2026 (Digital Applied)AI Agent Observability — Evolving Standards (OpenTelemetry)The Enterprise Guide to AI Agent Observability (Galileo)AI Agent Observability Guide (groundcover)"Our logs are our audit trail" — the receiptsThe Audit Trail Paradox: Why Your LLM Logs Aren't Proof (DEV)How to Build AI Audit Trails That Stand Up to Regulatory Scrutiny (CX Today)Auditing and Logging AI Agent Activity (LoginRadius)GxP Audit Trails for AI: 21 CFR Part 11 & Annex 11 (IntuitionLabs)Topics covered: AI governance, AI observability, EU AI Act, high-risk AI, Article 12 logging, SR 11-7, OCC Bulletin 2026-13, model risk management, FINRA generative AI, AI audit trail, agentic AI, LLM observability, OpenTelemetry, regulated industries, enterprise AI strategy Hosted on Acast. See acast.com/privacy for more information.