AI Prices Are About to Fall Off a Cliff. Plus: 13 Words That Can Sabotage Your Reputation.
Microsoft shipped AI agents into all of 365 and is already hunting for a cheaper engine, Anthropic blinked on pricing, and researchers showed how a single Reddit comment can poison AI search results.
Microsoft just shipped agentic AI directly into Microsoft 365, and in the same breath signaled where AI prices are heading: down.
On June 16, Microsoft made Copilot Cowork generally available worldwide. It’s an AI agent that works across Outlook, Teams, Excel and the rest of the suite, handling multi-step tasks on its own. Two things to know before you get excited. First, it is not free and not on by default. It requires a Microsoft 365 Copilot license at $30 per user per month, plus usage-based charges on top. Second, and more telling: Microsoft simultaneously moved Cowork to pay-as-you-go pricing and confirmed it is exploring a cheaper engine to run it, a self-hosted, fine-tuned version of DeepSeek V4, the low-cost Chinese open-source model, hosted on Azure.
Here is why that matters for your wallet. Cowork runs on premium Anthropic and OpenAI models today, and Microsoft is openly shopping for something far cheaper to swap in. When the largest software company on earth tells you it is hunting for a budget AI engine, that is the whole industry’s direction in one sentence. Prices are coming down, and faster than most people expect.
The practical upshot: if a paid AI tool is doing something your Microsoft 365 apps will soon handle, hold off on any big renewal until you have checked what Cowork actually does in your plan, and what it would cost per month once usage is added in.
Source: Let’s Data Science, reporting first surfaced by Axios.
On the opposite end of the pricing news: Anthropic blinked. The company was set to roll out a billing overhaul for the Claude Agent SDK, the tool developers use to build automated AI workflows. The update would have meaningfully raised costs for anyone running automations at scale. Anthropic pulled it on the day it was supposed to go live.
Why? Competitive pressure, mostly. OpenAI has been cutting prices, Microsoft is eyeing DeepSeek, and nobody wants to be the most expensive option right now. The pause is not a cancellation. It is a retreat to regroup. If you or your team built anything on Claude’s API, your costs stay where they are for now. But bookmark this one, because AI platform pricing can change overnight and with almost no warning. Building your entire operation on one provider without a backup plan is a real business risk.
Source: The Decoder.
Now the story that should actually unsettle you. Researchers at Cornell published findings showing that 13 words planted in a Reddit comment or Wikipedia edit can reliably trick ChatGPT and Google AI Overviews into recommending a fake business or a scam app, and then citing that random comment as a credible source.
These AI search systems pull nearly a quarter of their citations from user-generated sites. They treat a Reddit post with roughly the same trust as a government page. That is a design flaw, not a fringe edge case.
If your business depends on showing up well in AI search results, or if you compete in a space where someone could easily post garbage about you on a forum, this is a real and current reputational risk. There is no clean fix yet, but monitoring what is being said about your business on Reddit and other open platforms is now more than a vanity exercise.
Source: 404 Media.
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-Scott
SmartOwner is published (almost) daily by the team at DigitalTreehouse. Want AI consulting or automations for your business? Reply to this email.