Microsoft has quietly pulled the plug on an AI-powered Edge history search feature, just months after starting the rollout in version 138. The tool was meant to help people find old pages with natural-language queries and synonyms instead of exact keywords, but the company has now said it will not continue with the project.
Microsoft introduced the feature in June 2025 with Edge 138, pitching it as a productivity boost for people who could not remember the exact wording of a page title or URL. In theory, you could search your browsing history with a phrase that sounded natural and still get the right result, even if your spelling was sloppy or your memory was vague.
What Edge’s AI history search was supposed to do
That kind of fuzzy search is increasingly common across software, from email apps to file explorers, because it saves users from keyword archaeology. But it also raises the bar for trust: once a browser starts interpreting more of what you type, users want to know exactly where that data goes and who can see it.
Microsoft says the feature will not continue
In its updated Microsoft 365 roadmap, Microsoft said it would not continue work on the AI history search feature. The company did not explain why, but it did apologize to customers for the inconvenience.
Microsoft had previously said the query data would stay on the device and would not be sent to the cloud, a promise that should have helped calm nerves. Instead, it seems the company ran into the same problem many AI additions face now: even if the technology is useful, users may still decide they do not want it sitting inside every corner of the product.
User backlash and the privacy question
According to Neowin, some users described the feature as ”creepy,” while others questioned whether Microsoft could be trusted to keep device data local. A few also dismissed it as another excuse to add more AI branding to a product that did not obviously need it.
IT administrators had also been given a policy, EdgeHistoryAISearchEnabled, to switch the feature off. That detail suggests Microsoft expected resistance from day one, which is usually a sign that a feature has a marketing problem before it has a technical one.
What Microsoft may try next
Microsoft is not the only company finding that ”AI everywhere” sounds better in a slide deck than in a browser settings menu. The safer bet is that Edge will keep getting smarter in ways that are easier to explain and easier to ignore, while features that touch personal data will face harsher scrutiny.
The open question is whether Microsoft will replace this with a narrower version, bury the idea in another update, or simply move on and pretend the whole thing never happened. Given how quickly AI features are now being shipped, tested, and yanked back, that would hardly be surprising.