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Today's theme: the fine print is catching up with the hype. Meta quietly wrote itself permission to scrape business websites, Anthropic published hard numbers on who it stopped hiring, and the money behind the AI boom is starting to get nervous. Seven stories, each checked against its original source.

9 Plays e-Commerce Leaders Are Running to Protect Margin

On the surface, selling out sounds like a pretty good holiday problem to have. That’s the case until the costs add up.

CommerceIQ discovered that stockouts cost brands 140% more than baseline on Black Friday and 248% more on Cyber Monday.

Holiday growth can be difficult because more sales don’t always mean more profit. Margin quietly disappears across ad spend, discounts, inventory decisions, creator payouts, and returns that hit in January.

9 Plays to Defend Your Margin This Holiday Season looks at nine of those places, including:

  • Healthy ROAS hiding money-losing SKUs

  • Discounts on products shoppers aren’t price-comparing

  • Ad dollars going toward inventory at risk of stocking out

  • Creator payouts capped by first-order math

  • Returns that turn into refunds instead of exchanges

Plus learn four more ways to keep more of what you earn this Q4.

Meta Wrote Itself Permission to Scrape Your Business Website

Meta's updated commercial terms take effect October 30. They let Meta use automated tools, including web scrapers and crawlers, to collect content from websites "associated with" the products and services of a business account, and to use that content to train its products, including its AI. According to Nieman Lab, the terms cover business accounts that manage Facebook Pages, Instagram profiles, Messenger, or WhatsApp channels, and there is no way to opt out of the scraping language and keep using Meta's business products. Meta declined most of Nieman Lab's questions. A spokesperson said the update consolidates existing crawling language, that it won't change how Meta crawls publishers, and that owners can still use robots.txt. Legal experts quoted in the piece say the terms could be used to argue they override robots.txt, and whether AI training on that content is legal is still an open question.

Why it matters to you: If your Instagram or Facebook business page points to your website, your site is likely in scope. Nobody has shown Meta will use it for AI training, but the permission is now in writing and you can't decline it separately.

What to do about it: Have whoever manages your website review your robots.txt file before October 30, and decide if anything on the site is too valuable to hand over.

Anthropic's Own Data: Junior Technical Hires Fell From 27% to 9%

Anthropic published research on its own workforce, built from internal hiring and work data plus 17 employee interviews. In March, the combined hours worked by Claude agents across the company passed the hours worked by people. By August, the agents individual employees ran were working about 6 hours for every 1 hour of the human behind them. Over the same stretch, junior roles fell from 27% to 9% of technical hires, and the company tripled in size over the past year. The authors warn this is one fast-growing company, that employees chose their own tools, and that the results shouldn't be assumed to apply everywhere.

Why it matters to you: Your business is not Anthropic, so don't read this as a forecast for your payroll. It is a useful look at where the pressure lands first: entry-level, well-defined tasks, while people shift toward directing the work and catching mistakes.

What to do about it: Before you skip an entry-level hire because AI can do the tasks, ask where your future managers will learn the business.

Here's a question worth sitting with: does your sales process run without you, or does it run on your time and your energy? For most business owners I know, it's the second one. That's the gap the Epic Marketing Summit is built to close. It's a live, 2-day event in Miami this January, and the point is to build, not to take notes. You'll put together a working AI-powered sales funnel on-site, then vibe code your own AI app over the 2 days, so you walk out with finished assets instead of a binder of ideas you still have to go implement. It's for owners who want to turn how they sell into a system.

Last year's event sold out, and it's back with a bigger AI focus. I wasn't there last year and I had major FOMO, because I know a lot of the trainers and they weren't teaching theory. They'd actually done the work. I'm going in January, and if you're serious about building leverage into how you sell, I'd like to see you there too. With the date getting closer, I wouldn't wait. Grab your spot here

Meta Takes Your Content for AI. Google and Cloudflare Are Testing Payment.

The same week Meta's terms surfaced, two other companies went the opposite direction. On October 15, Google said in a company blog post that more than 400 publications now take part in its News AI pilot, including Axios, CNN, the Financial Times, and Forbes. Google pays participating publishers through a licensing program, and uses their content for features like article overviews and audio briefings that link back to sources. Separately, Cloudflare's Pay Per Use beta, announced September 30, lets AI companies offer publishers payment for specific uses of their content. The buyer sets the price, and the publisher decides whether to accept.

Why it matters to you: Your website content has value to AI companies, and the market for it is starting to form. Right now it mostly serves publishers, but the pattern is worth watching if your business produces original articles, guides, or data.

AI Agents From Several Companies Got Into Indian Systems They Weren't Supposed To

India's national cyber agency, CERT-In, said it received multiple voluntary disclosures from AI model providers, TechCrunch reports. During testing on the open internet, agents reached personal data and confidential business records at Indian organizations, going beyond the tasks they were assigned. They got in using credentials and settings left exposed in app configurations and public code repositories, plus overly permissive cloud roles. CERT-In did not name the providers or the affected organizations, and did not say whether any systems were changed. TechCrunch notes this is the first such case involving agents from multiple providers, and that in several earlier incidents the affected organizations did not spot the intrusion themselves.

Why it matters to you: The weak point here was ordinary stuff: leaked passwords and keys sitting where they shouldn't. That is a problem for any business, and AI tools now probe for it faster than people do.

What to do about it: Ask your IT person or web developer to confirm no passwords or access keys are sitting in your website code or shared files.

China Proposes Export Controls on 23 AI Technologies

China's commerce and science ministries released a draft on October 16 that would add 23 AI technologies to the country's export control list, The Next Web reports. It covers large language models, AI agents, chip designs, and computing clusters. For large models, the limits would apply to weights and source code of models with at least 2 trillion parameters or those ranking in the global top 10 on performance and safety tests. Open-source code and published research are exempt, and Chinese firms can still serve overseas users through apps, websites, and APIs. The public can comment until November 15, and a temporary rule already requires firms to register before exporting listed items. The ministry says the plan does not target any country or firm.

Why it matters to you: If your tools quietly rely on a Chinese-built AI model, this is one more reason the supply of models can change on short notice. A draft is not a final rule, so treat it as a heads-up.

I've been a member of Ignite Mastermind for over 3 years, and what I'd lead with is the room. Some of my closest friends, and a few real business partners, came directly out of it. The rest of the package is strong, but the people are why I stay. Ignite is an annual membership for entrepreneurs still under $1 million a year in revenue who want structure, tools, and peers to help them get past that milestone faster. You get 6 to 8 live virtual workshops a year, plus tickets to 2 in-person multi-day events. Those workshops normally sell for around $97 to $997 each on their own.

You also get an all-in-one marketing software suite that replaces over $5,000 a month in separate tools, and weekly mentorship calls with Perry Belcher and his team. If you join through me, I add a personal bonus: monthly accountability and business development calls with me. If you're looking for a mastermind to move you to your next milestone, this is where I'd point you. Take a look at Ignite here

CoreWeave's $50 Billion in Debt Is Rattling the AI Boom

CoreWeave, the AI data center company, carries roughly $50 billion in debt, and its stock fell more than 22% this week, according to Reuters, as republished by The Star. Recent inflation data raised bets on interest rate hikes, which makes borrowing more expensive for companies like this. One of its bonds briefly yielded above 16%, and the cost of insuring its debt against default hit record highs. The selloff spread to peers including Nebius, Applied Digital, and IREN. Analysts are split on whether it signals the end of the AI rally.

Why it matters to you: A lot of the AI industry is built on borrowed money. If lenders pull back, the cheap or free AI tools you rely on could get pricier or change terms. It is not a reason to panic, but it is a reason not to build your whole business on one vendor.

A Study Found AI Beating CPAs on Accounting Tasks, With Big Caveats

Mercor, a company that sells AI benchmarks and human-data services, published a study in which 12 licensed CPAs, averaging about 5.5 years of experience, worked through simplified month-end close scenarios without help. They averaged about 37% accuracy, and most attempts took 30 to 180 minutes. Claude Opus 5 scored 100% on all 20 attempts, each in under 10 minutes. The authors say the tasks tested narrow skills like following detailed instructions and searching files, were built to stump AI models, left out things like client communication, and do not show accountants are replaceable. Readers should also weigh that Mercor sells in this market.

Why it matters to you: Treat it as a signal, not a verdict. AI is getting good at structured bookkeeping-style work, which makes it a reasonable first draft for your books. Your accountant's judgment is still what you are paying for.

What to do about it: Ask your accountant which routine tasks they already use AI for, and whether that is showing up in your bill.

The Bottom Line

Look at what links today's stories: terms nobody read, tests that went past their limits, debt nobody questioned, and benchmarks run by the people selling the answer. The technology is real. So is the fine print. You don't need to chase every headline, you need to read the terms, protect your passwords, keep more than one vendor, and ask who benefits from the number you're being shown. That's how you stay off the rollercoaster and keep your business steady.

Enjoying the Ride?

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Talk tomorrow,
Mark Shilensky