Ep. 065 | The AI Price War Just Started

AI is getting cheap enough to stop being a novelty and start becoming part of your operating system.

In this episode, Michael and Frank break down why the biggest AI story is no longer just smarter models. It is the price war happening underneath them — cheaper inference, more bundled features, and lower-cost automation that small businesses will feel fast.

If the cost of AI keeps falling, the winners will not just be the companies building the models. It will be the business owners who move first, revisit the software they already use, and turn cheaper AI into real workflow leverage.

Topics: Nvidia Vera Rubin · AI inference costs · AI price war · small business automation · software bundling · competitive advantage

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Frequently Asked Questions

What does an AI price war mean for small businesses?
It means AI features are more likely to show up inside the software you already pay for, often at lower cost or with more generous usage included. That changes AI from an expensive experiment into something practical for day-to-day operations.

Why do cheaper AI models matter if I am not buying chips?
You may never buy chips directly, but your software vendors do. When their costs fall, they can offer more automation, more always-on assistance, and more intelligent features without charging enterprise-only pricing.

What should a small business owner do right now?
Start watching for falling friction in the tools you already use. If your CRM, inbox, scheduling tool, or marketing stack suddenly adds useful AI features, that may be your signal to test and operationalize before your competitors do.

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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.

Transcript

SPEAKER_00 0:20

Everybody keeps talking about smarter AI, better AI, faster AI. But the story I think small business owners are about to feel is simpler than that.

SPEAKER_01 0:30

Cheaper AI.

SPEAKER_00 0:32

Exactly. And when the cost drops, behavior changes.

SPEAKER_01 0:36

Recently, NVIDIA unveiled its Vera Rubin platform, and the headline is not just that it is more powerful. The bigger signal is that NVIDIA is promising dramatically better inference efficiency and lower cost per token compared with the previous generation.

SPEAKER_00 0:52

And if you are listening and thinking that sounds like a data center problem, not my problem, hang on.

SPEAKER_01 0:59

Because data center problems become small business opportunities surprisingly fast.

SPEAKER_00 1:04

That is the connection. Most small business owners are not shopping for chips. They are shopping for outcomes: faster customer service, better follow-up, smarter marketing, less time buried in admin.

SPEAKER_01 1:18

And all of those outcomes depend on one thing under the hood: how expensive it is to run AI over and over and over again.

SPEAKER_00 1:25

So when NVIDIA says this new platform can push a lot more AI work for less money, that matters way beyond NVIDIA stock.

SPEAKER_01 1:34

It matters because the major model companies and cloud platforms are already lining up around it. OpenAI, Anthropic, Meta, Mistral, and the major cloud providers all showing up around the same infrastructure story tells you this is not a science project.

SPEAKER_00 1:48

It means the people building the tools you use are all trying to get their costs down and their capabilities up at the same time.

SPEAKER_01 1:55

Which is how you get more affordable AI products, more generous usage limits, more always on agents, and more software features that would have been too expensive to offer before.

SPEAKER_00 2:06

And that is the part I think people miss. Most small business owners think AI gets adopted when it gets smart enough.

SPEAKER_01 2:14

But a lot of adoption happens when it gets cheap enough. There it is. Intelligence matters, but economics decides when a tool actually spreads.

SPEAKER_00 2:24

I have seen this pattern over and over in business. A technology can look impressive for years and still not change your operation. Then the price drops, or the setup gets easier, or the ROI finally clicks, and suddenly everybody acts like it appeared overnight.

SPEAKER_01 2:40

That is usually the real tipping point, not invention, distribution.

SPEAKER_00 2:45

So let's make this practical. What changes when AI gets cheaper to run?

SPEAKER_01 2:51

First, software companies can put AI into more parts of their products without charging enterprise pricing for every feature.

SPEAKER_00 2:58

So instead of paying a premium just to test one little assistant, you start getting AI built into the tools you already use.

SPEAKER_01 3:05

Second, businesses can afford more repetition, more automated replies, more internal drafting, more call summaries, more lead qualification, more back office tasks handled continuously instead of occasionally.

SPEAKER_00 3:20

That is huge because most small businesses do not need one magic AI moment. They need a thousand tiny saves every week.

SPEAKER_01 3:29

Third, agents become more realistic. If every action an AI takes is expensive, you limit what it can do. If the cost falls, software can let AI reason longer, check its own work more often, and stay active in more workflows.

SPEAKER_00 3:44

So this is where AI stops being a toy you occasionally prompt and starts acting more like a staff layer.

SPEAKER_01 3:52

Exactly. Not a person, but definitely a working layer.

SPEAKER_00 3:57

And that is where this gets real for the listener. If AI is about to get cheaper behind the scenes, you should expect the tools in front of you to change fast.

SPEAKER_01 4:06

More bundling, more automation, more included with your plan features, and probably a lot of software companies pretending this was their vision all along.

SPEAKER_00 4:15

That is my favorite part of every tech cycle. Everybody becomes a profit after the price drops. Miraculous, really. So what should a business owner do right now?

SPEAKER_01 4:26

Do not wait for the perfect tool. Watch for falling friction. If a product you already use suddenly adds better AI search, smarter drafting, automated follow-up, or agent-style task handling, that may be the moment to test it seriously.

SPEAKER_00 4:42

Because the opportunity may not be in chasing the newest app, it may be in revisiting the software you already pay for and asking, what can this do now that it could not do six months ago?

SPEAKER_01 4:54

That is the right question.

SPEAKER_00 4:56

And I would add one more. If AI gets cheaper, your competitors get access to.

SPEAKER_01 5:03

Which means the edge does not come from merely having AI. The edge comes from integrating it into your workflows faster than everybody else.

SPEAKER_00 5:11

That is the business version of this whole story. When the cost curve breaks, the early movers do not win because they are smarter. They win because they operationalize sooner.

SPEAKER_01 5:22

Nvidia did not just announce faster hardware. It may have announced the next wave of affordable business automation. And if that is true, then this is not chip news. It is margin news. It is workflow news. It is competitive advantage news.

SPEAKER_00 5:40

And it might be the moment where AI stops feeling like a side experiment and starts becoming part of the monthly operating system of a small business. Which is when adoption gets very real. So the headline is simple the AI price war may have just started.

SPEAKER_01 5:57

And when that happens, the businesses ready to move will get more leverage for the same spend. That is the game. See you next time. See you then.