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Ctrl AI Profit
Ctrl AI Profit episodes
- Ep. 142 | OpenAI Just Built Its Own Chip
OpenAI just announced Jalapeño — their first custom AI inference chip, built with Broadcom to cut their dependence on Nvidia. Most business owners missed this story. They shouldn't have.
Michael and Frank break down what a custom inference chip actually means, why OpenAI spent nine months building it in record time, and how reducing AI compute costs flows directly downstream to every business using AI tools. This isn't a chip story. It's a cost curve story — and it's pointing in your direction.
From the hidden Nvidia dependency problem to the dependency chain most business owners don't know they're in, this episode connects the dots between a hardware announcement and your monthly software bill.
Topics: OpenAI · Custom AI Chip · Jalapeño · Inference Cost · AI Pricing · Nvidia · Small Business AI · Business Technology
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Frequently Asked Questions
What is OpenAI's Jalapeño chip?
Jalapeño is OpenAI's first custom AI inference chip, built in partnership with Broadcom. It's designed specifically to run large language model workloads like ChatGPT more efficiently than general-purpose Nvidia GPUs, with the goal of cutting inference costs and reducing dependence on external hardware vendors.
How does OpenAI's chip affect what my business pays for AI tools?
Inference costs — what it costs to run an AI model and generate a response — determine API pricing for businesses. If OpenAI significantly cuts its own cost per query through custom hardware, that cost reduction eventually passes through to the tools and platforms built on top of OpenAI's infrastructure.
Why does it matter if my AI tools are built on OpenAI's infrastructure?
Many business tools — CRMs, document processors, scheduling assistants, customer service bots — run on OpenAI's models under the hood without advertising it. When OpenAI's infrastructure becomes more stable and cost-efficient, all of those tools benefit. Understanding your AI dependency chain helps you make smarter vendor decisions.
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About the Hosts
Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.
Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.Send us Fan Mail
Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]Produced entirely by AI. Yes, really....
9 min - Ep. 141 | Samsung Just Put ChatGPT on Every Employee's Desk
When a Fortune 50 company puts AI on every desk, the question isn't if you should — it's how fast you can.
Samsung just rolled out ChatGPT Enterprise and Codex to every employee across South Korea and its global divisions — one of OpenAI's largest enterprise deployments ever. Michael and Frank break down what this actually means beyond the headline: the security risks, the training gaps, the workflow chaos that comes with giving every worker an AI tool. And most importantly, what a five-person business can learn from Samsung's playbook without needing Samsung's budget.
Topics: Samsung ChatGPT · Enterprise AI · AI Adoption · Small Business AI · ChatGPT Enterprise · AI Security
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Frequently Asked Questions
What is Samsung actually deploying?
ChatGPT Enterprise (the business tier with admin controls, data privacy, and usage analytics) and Codex (OpenAI's coding agent). Samsung is rolling these out to all employees in South Korea and its Device eXperience division globally — that's potentially hundreds of thousands of workers.
Should my small business be doing the same thing?
The mindset, yes — the budget, no. You don't need ChatGPT Enterprise at Samsung scale. But you do need to be thinking about which AI tools your team should be using, how to set guardrails, and how to train people. Start with one tool, one team, one workflow. Scale from there.
What are the risks of giving every employee AI?
Data leaks top the list — employees pasting sensitive info into chatbots. Then there's workflow chaos when everyone uses AI differently. And training gaps when people don't know what the tool can and can't do. Samsung will spend months on change management. A small business can do it in weeks — if they plan for it.
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About the Hosts
Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.
Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.Send us Fan Mail
Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]Produced entirely by AI. Yes, really....
10 min - Ep. 140 | Chevron Just Bet 20 Years on AI Power
When an oil giant locks in a 20-year energy contract for AI, your subscription bill is next.
Chevron just signed a two-decade deal with Microsoft to power a West Texas AI data center with natural gas. Michael and Frank explain why this isn't just a big-energy story — it's your story. Twenty-year contracts mean these companies believe AI demand is permanent, and that demand will drive energy costs downstream into every AI service your business pays for. Here's what to lock in now before the bills start climbing.
Topics: AI Energy Costs · Chevron Microsoft Deal · Data Center Power · Small Business AI Costs · Energy Infrastructure · AI Subscription Pricing
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Frequently Asked Questions
Why does a Chevron-Microsoft energy deal matter to my small business?
Because the cost of powering AI data centers is baked into every AI subscription you pay for. When Microsoft locks in a 20-year energy contract, they're signaling that AI compute demand is only going up — and energy costs will follow. Your ChatGPT, your Copilot, your automation tools will all get more expensive as a result.
Will my AI bills actually go up?
Almost certainly. AI companies are already moving from flat pricing to usage-based models. As energy costs rise and compute demand explodes, subscription prices will increase. The question isn't if — it's how fast.
What can a small business do about rising AI costs?
Lock in annual plans now instead of month-to-month. Audit which AI tools you're actually using and cut the rest. Explore local or open-source AI options for tasks that don't need cloud compute. And budget for AI costs to double over the next two years — because the infrastructure bets say they will.
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About the Hosts
Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.
Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.Send us Fan Mail
Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]Produced entirely by AI. Yes, really....
10 min - Ep. 139 | The AI Tool That's Burning Through Your Hard Drive
One of OpenAI's own tools was quietly destroying hard drives — and nobody warned you.
A logging bug in OpenAI's Codex CLI can write 640 terabytes a year to your SSD. That's not a typo. Michael and Frank break down how an AI tool you trusted to help your business could be silently killing your hardware, why vendor accountability in AI matters more than ever, and the three things every small business owner needs to check on their machines today — before your next SSD replacement bill arrives.
Topics: AI Tool Bugs · SSD Damage · OpenAI Codex · Vendor Accountability · Small Business IT · Hardware Costs
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Frequently Asked Questions
What is the Codex CLI logging bug?
OpenAI's Codex CLI, a coding agent tool, was discovered to have TRACE-level logging enabled by default. In normal use, it writes extensive debug logs to your SSD. Left unchecked, the logging volume can reach 640 terabytes per year — enough to destroy most consumer SSDs within months.
How do I check if my AI tools are doing this?
Check your log directories for any AI tool you have installed. Look for unusually large log files. Move logging to /tmp or a ramdisk if possible. Set log rotation and size limits. And periodically check your SSD health using tools like CrystalDiskInfo or smartctl.
Is this just a developer problem?
No. Any business running AI tools locally — coding assistants, chatbots, automation agents — could have similar hidden logging. This is a wake-up call for vendor accountability. When you install AI software, you're trusting it with your hardware, your data, and your uptime. Check what's running under the hood.
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About the Hosts
Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.
Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.Send us Fan Mail
Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]Produced entirely by AI. Yes, really....
9 min - Ep. 138 | ChatGPT Just Got Eyes — And Your Business Should Care
ChatGPT just started showing you real photos in its answers — and it changes everything about how your business uses AI.
OpenAI's partnership with Getty Images means ChatGPT now delivers licensed, professional photos alongside its text responses. Getty's stock nearly tripled on the news. Michael and Frank explain why this shift from text-only to visual AI matters for your marketing, your product listings, and your customer service — and what small businesses should do right now to prepare for an AI that can see and show.
Topics: AI Visual Search · Getty Images OpenAI · ChatGPT Images · Small Business Marketing · Licensed AI Content · Visual AI
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Frequently Asked Questions
What does the OpenAI Getty partnership actually do?
It integrates Getty's licensed photo library directly into ChatGPT responses. When you ask about a product, place, or concept, ChatGPT can now show you real, properly licensed images alongside its text answer — instead of generating or linking to unverified images.
How does this affect small businesses?
If your customers are using ChatGPT to find products or services, those answers now include photos. That means your product images, your storefront, your visual brand matter more than ever — because AI is becoming a visual search engine, not just a text one.
Is there a copyright risk for my business images?
The Getty deal is specifically about licensing professional stock imagery. Your own business photos aren't part of this agreement. But it raises an important question: as AI search gets more visual, are your best images optimized for AI discovery, not just Google Images?
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About the Hosts
Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.
Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.Send us Fan Mail
Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]Produced entirely by AI. Yes, really....
10 min - Ep. 137 | When Your AI Can Be Turned Off Overnight
The US government just proved your AI can disappear overnight — and there's nothing you can do about it.
When the Commerce Department forced Anthropic to pull its two most powerful models offline worldwide, every business relying on a single AI provider got a wake-up call. Michael and Frank break down what the export-control order means, why it sets a terrifying precedent for small businesses, and exactly what you need in your AI contingency plan today — before your most important tool goes dark.
Topics: AI Dependency Risk · Business Continuity · Anthropic Shutdown · Export Controls · Multi-Provider Strategy · Small Business Tech
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Frequently Asked Questions
Can the US government really shut down an AI model I'm paying for?
Yes. The Commerce Department used export-control authority to bar foreign nationals from accessing Anthropic's Fable 5 and Mythos 5 models, even inside the US. Anthropic shut both models down globally to comply, and there's no restoration date announced.
What should a small business do to protect itself from AI shutdowns?
Build a multi-provider setup: don't put all your workflows on one AI service. Keep local fallbacks for critical tasks. Document your AI-dependent processes so you can switch providers quickly. Think of it like not keeping all your money in one bank.
How likely is this to happen again?
The precedent is set. Any AI model the government considers a national security risk could face the same order. If your business depends on a single model, you're carrying risk you didn't sign up for.
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About the Hosts
Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.
Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.Send us Fan Mail
Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]Produced entirely by AI. Yes, really....
10 min - Ep. 136 | SpaceX Just Bought the AI Tool That's Changing How We Code
SpaceX agreed to acquire Cursor for $60 billion — and the ripple effects for small business are bigger than you think.
Michael and Frank break down what Cursor is, why SpaceX paid more than the GDP of some countries for it, and what it means when the biggest companies in the world bet on AI-assisted work. The deal signals that the future isn't AI replacing humans — it's AI making humans dramatically more productive. Studies show AI coding assistants boost developer output by 30-50%. That's like getting an extra team member for free.
For small business owners, the implications are real: custom software development costs are about to drop, AI coding tools are now table stakes for any developer you hire, and consolidation at the top creates opportunity in the middle. Michael gives you three concrete takeaways and explains why having a Plan B for your AI tools matters more than ever.
Topics: SpaceX · Cursor Acquisition · AI Coding Tools · Small Business · Software Development · Business Technology
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Frequently Asked Questions
What is Cursor?
Cursor is an AI coding assistant made by Anysphere that writes code, debugs, refactors, and handles entire development tasks. It's grown faster than almost any software startup in history and was valued at $50 billion before SpaceX acquired it for $60 billion.
Why does a SpaceX-Cursor deal matter to small businesses?
When $60 billion flows into AI coding tools, venture capital follows. More startups, more competition, lower prices. Custom software that was too expensive last year might be affordable now. And if your developers aren't using AI tools, you're getting about half the output you could be.
Should I be worried if I use Cursor?
Not worried, but prepared. When any tool you depend on gets acquired, you should evaluate alternatives. GitHub Copilot, Windsurf, and Cline are all solid options. The point isn't to switch — it's to know your options so you're not caught off guard.
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About the Hosts
Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.
Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.Send us Fan Mail
Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]Produced entirely by AI. Yes, really....
9 min - Ep. 135 | ChatGPT Just Lost Majority Market Share — And That's Great for Your Business
ChatGPT's market share just fell below 50% for the first time — and if you own a small business, this is the best news you've heard all year.
Michael and Frank break down the new Sensor Tower data showing ChatGPT at 46.4%, Gemini at 27.7%, and Claude at 10.3% — and why the real story isn't that ChatGPT is shrinking, it's that competition is finally real. Claude has the highest paid conversion rate in the category at 13%. Users are switching between assistants in record numbers. AI app spending is on pace to hit $4.2 billion in the first half of the year.
For small business owners, this fragmentation means leverage. Better tools, lower prices, faster innovation — but only if you stop defaulting to one AI for everything and start matching tools to tasks. Michael gives you a practical framework: audit your stack, test alternatives, watch pricing, and stop confusing market share with quality.
Topics: ChatGPT · AI Market Share · Small Business · AI Competition · Anthropic Claude · Business Technology
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Frequently Asked Questions
Is ChatGPT going away?
No. ChatGPT still has over 1.1 billion monthly active users and remains the most popular AI assistant. The story is that competition is catching up, not that ChatGPT is declining.
Which AI should my small business use?
It depends on the task. Claude for writing and analysis, Gemini for Google Workspace integration, Perplexity for research, and ChatGPT as a general-purpose tool. The key is matching the right AI to the right job.
Why did ChatGPT lose market share?
Multiple factors: Google baked Gemini into Search and Android by default, Claude earned a reputation for work-quality tasks, and specific events (like OpenAI's defense contract) triggered user migration. The pie is also growing faster than any single player.
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About the Hosts
Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.
Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.Send us Fan Mail
Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]Produced entirely by AI. Yes, really....
8 min - Ep. 134 | Running Local AI Is Good Now — And Your Wallet Will Thank You
A viral Hacker News post declares that running local AI models is now good enough for real work — and that changes everything for small businesses paying cloud AI subscriptions.
Michael and Frank break down what actually changed: smaller models got smarter, the tooling got easier, and consumer hardware caught up. For most everyday business tasks — writing, summarizing, data extraction, customer emails — a local model running on your laptop performs like last year's top-tier cloud AI. At zero additional monthly cost.They walk through the real economics: five people on ChatGPT Plus costs $1,200 a year. Local models cost nothing per month. Plus the privacy advantage — your data never leaves your machine, which opens the door for businesses in healthcare, finance, and legal who've been sitting out the AI revolution entirely.The play isn't to ditch the cloud — it's a hybrid strategy. Local for volume tasks, cloud for complexity. And the simplest on-ramp is LM Studio: download, click, chat. No account. No credit card. No vendor tracking your usage.Topics: Local AI Models · Small Business AI · Cost Savings · Data Privacy · LM Studio · Ollama · Hybrid AI Strategy---Frequently Asked QuestionsCan local AI models really replace cloud AI for small businesses?For most everyday tasks — drafting emails, summarizing documents, data extraction, basic code help — local models now perform comparably to last year's top cloud models. They're not replacing cloud AI for complex reasoning yet, but for standard business tasks, they work well.How much money can a small business save by running local models?A five-person team on ChatGPT Plus pays $1,200 per year. Local models running on hardware you already own cost zero per month in subscription fees. The savings scale with team size and usage volume.Is my data safe with local AI models?Yes — that's one of the biggest advantages. With a local model, your data never leaves your machine. No API calls, no data sent to external servers, no risk of customer information ending up in training datasets. This makes local models ideal for businesses in regulated industries like healthcare, finance, and legal.---About the HostsMichael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.Send us Fan Mail
Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]Produced entirely by AI. Yes, really....
10 min - Ep. 133 | Anthropic Is Putting People Inside Organizations — And It's the AI Play That Actually Works
Anthropic just spent $150 million to put real people inside real organizations to make AI actually work — and that single move reveals the real secret to AI adoption that no product launch ever will.
Michael and Frank break down Claude Corps, Anthropic's fellowship program placing 1,000 AI-trained fellows inside US nonprofits, and why it proves the same thing OpenAI's Partner Network does: the bottleneck is never the AI, it's always the people. You'll learn why no degree is required, how the economics work for small businesses, and the simple two-ingredient recipe for creating your own internal AI champion without hiring a consultant or getting a certificate.
Topics: Anthropic Claude Corps · AI Implementation · Nonprofit AI · Small Business AI Adoption · AI Fellowship · Business Automation
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Frequently Asked Questions
What is Claude Corps?
Anthropic's $150M fellowship program that places 1,000 trained fellows inside US nonprofits for a year to help them use Claude effectively. The first cohort of about 100 starts in October 2026.
How is this different from OpenAI's Partner Network?
OpenAI's Partner Network is a for-profit consulting channel — certified consultants who sell you OpenAI products. Claude Corps is a fellowship with no sales agenda — fellows are embedded to help organizations, not upsell them.
How can a small business create something similar?
Find the most AI-curious person on your team. Give them two hours a week and a clear mandate to find AI solutions for your biggest time-wasting processes. Track what works. Share it with the team. That person is your own internal AI champion.
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About the Hosts
Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.
Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.Send us Fan Mail
Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]Produced entirely by AI. Yes, really....
9 min
About Ctrl AI Profit
From the publisher's feed
Two hosts — one human, one AI — break down how small business owners can use AI to save time, cut costs, and actually make money. No hype, no jargon, just what works.