Business AI Radar — Monday, July 27, 2026
· CompaniesAutomation
Moonshot releases Kimi K3, the largest open-weights AI model in history (2.8 trillion parameters) which, at 1.4 TB, almost no one can run at home; HubSpot integrates a no-code agent builder into your CRM; and six days remain before the EU can fine general-purpose models up to 15 million euros or 3% of global turnover. Practical insights for your business in three news stories.
The radar from Sunday warned that near-frontier AI was getting cheaper and the regulatory clock was ticking; the start of the week confirms this threefold. Today, the largest open AI model in history is released, but it is so heavy that almost no one will be able to run it at home: "open" at this scale does not democratize, it only changes who pays the bill to load it. Agents, meanwhile, are becoming standardized within the CRM you already use. And in six days, the EU debuts its capacity to fine the models running underneath your automation.
The world's largest AI model is free starting today, and yet you won't run it
Moonshot releases today July 27, at 00:00 UTC, the open weights of Kimi K3: the largest open-weights model published to date, with 2.8 trillion parameters—of which it activates about 50 billion per token—and a context window of one million tokens. The detail that almost no one mentions is the hardware: loading it requires about 1.4 terabytes in 4-bit precision—about eighteen 80 GB accelerators just to boot it up—and, for now, the commercial license has not been published. For your company: "open" at this size does not lower the capacity to those who need it, it moves it to those who can afford to have 1.4 terabytes loaded in memory; in practice, you will continue to consume it via API hosted outside the EU, so treat it as just another provider option—not as something you are going to self-host—and do not close your budget until you see the license terms. Source
Your CRM already includes a no-code agent builder, and the trick is that they talk to each other
HubSpot opened Agent Hub and Agent Builder on July 23, in public beta for all Professional and Enterprise accounts: a single dashboard to create, monitor, and manage AI agents that share the customer context already living in the CRM, plus a no-code canvas that assembles agents by describing them in natural language. The real problem they are attacking is lack of coordination—a sales agent contacting an account the same week another manages their open claim, without either knowing about the other. For your company: if you already use HubSpot, agent automation stops being a separate project; start with a narrow, boring task (parsing documents, filling fields) before turning a sales agent loose, and watch the cost: custom agents consume HubSpot credits every time they execute an action, so the expense is pay-per-use, not a flat rate. Source
Six days left until the EU can fine the models you use internally
On August 2, the European Commission's sanctioning powers over General-Purpose AI (GPAI) model providers will be activated: from that date, it may demand technical documentation, evaluate models on its own, impose mitigation measures, restrict or withdraw a model from the EU market, and fine up to 15 million euros or 3% of global turnover, whichever is higher. Obligations have existed since August 2025; what the EU is debuting now are its teeth. For your company: you are not the model provider, but you build on top of it—ask your AI provider (or the cloud where it is hosted) if they have adhered to the code of practice and identify which model runs under each automation; models placed on the market before August 2025 have until 2027 to adapt, but those you launch now do not. Source
What to watch this week?
August 2 is the marked date: the day when AI Act fines for general-purpose models stop being theory. And with Kimi K3 already open, the next fight is over licensing and where inference lives—it’s worth seeing if real self-hosted deployments appear in Europe or if everyone stays, once again, with the usual API.