Learning · Community report
Get a surprise research report on a favorite topic
Get a surprise research report on a favorite topic. Let your agent proactively research a topic you like and send you a report without being asked.
What you can get
What it is
Proactive research report
An unsolicited report on a topic you care about, with a notification sent to let you know it's ready.
It came back right when
- The report covers a topic you actually named as worth watching.
- You were notified in a way you'd actually see.
- The report's content holds up when you check it yourself.
- You can adjust or stop the proactive behavior if it's not useful.
The checks are editorial, not from the source.
- Name topics to watch
Specific interests worth proactive research.
- Set notification preferences
How and when you want to hear about findings.
- Report produced
Researched and compiled without a specific request.
- Review and adjustStops for your approval
Check the content, then refine what it watches for.
Editorial, not from the source
Works when
- You have specific topics you'd be glad to get unsolicited updates on.
- You're fine being interrupted by a notification outside normal hours.
- You'll review a report even if you didn't ask for it right then.
Does not work when
- You don't want unprompted notifications at all.
- You need every report reviewed by someone else before it reaches you.
- You haven't decided which topics are worth this kind of attention.
Get a surprise research report: review template
| Item | What it is based on | Status |
|---|---|---|
| [Watched topics] | [Your stated interests] | [Confirmed set] |
| [Notification] | [Your preferences] | [Arrived as expected] |
| [Report content] | [Compiled research] | [Reviewed by you] |
The source case
On X, @ai_ae_fan reports that, within their first day using Muse, it researched and wrote a PDF report on one of their favorite topics without being asked, and reached out to tell them about it while they were out at dinner. No topic, report length, or report content is described; checked on 2026-10-09, this is one individual's account from very early use.
A public report by someone outside this library. Not independently reproduced here.
From the source
Source excerpt
She researched and wrote me a PDF report that I didn't ask for, about one of my favorite topics. 🤩 I was out at dinner and she reached out to me to tell me about it.
Quoted from the original posts. Not written by this guide, and not a result produced here.
Suggested prompt
Bring Topics you'd want it watching for. Acts Researches a topic and compiles a report on its own initiative. Sends you a notification rather than acting on the report's contents without you. Source community report, checked 2026-10-09.
Written by this guide as a starting point, not quoted from the source. Your edits stay in this browser.
Other ways to ask
Editorial rewrites of the brief above, for a different emphasis. Copy them separately.
What you need
Editorial, not from the source
You supply
- Topics you'd want it watching for
Connected
- A way to notify you, such as a phone notification
Approved by you
- None beyond compiling and sending you the report
How to try it
Editorial, not from the source
- Tell it which topics you'd want it to research on its own initiative, rather than leaving that fully open-ended.
- Confirm how you want to be notified when something's ready, such as a message rather than a silent report sitting unseen.
- Review the report when you get it rather than assuming it's complete or current.
- Tell it if the proactive reports aren't useful, so it adjusts rather than repeating the same miss.
Name what's worth watching for
The source report describes a surprise: a PDF report on one of the author's favorite topics, produced without being asked, within the first day of using the agent. That's a striking account, but it also means there's no description here of how the topic was chosen, whether from a profile, a past conversation, or something else entirely. Rather than leaving that selection process a mystery, tell your agent directly which topics you'd actually welcome unsolicited research on. A proactive report on something you care about is a pleasant surprise; one on a topic you have no interest in is just noise. Being explicit up front is the difference between the two, especially since the source gives no guarantee the selection is reliably well targeted.
Decide how you want to be interrupted
In the source account, the report arrived while the author was out at dinner, delivered as a notification that pulled their attention away from whatever they were doing at the time. That's worth thinking through before turning this on: a notification that arrives at a good moment feels thoughtful, while the same notification at a bad moment feels like an interruption. If you have preferences about when you want to hear about proactive findings, state them, whether that's a general quiet-hours boundary or just a preference for a less intrusive channel than an urgent-feeling alert. The source report doesn't describe any such setting being used, so don't assume sensible timing happens automatically without being asked for.
Review it like any other report
An unsolicited report can feel more impressive simply because you didn't ask for it, but that doesn't mean it was produced any more carefully than one you requested directly. The source account doesn't describe the topic, length, or actual content of the report, so there's nothing here to suggest proactive research gets extra scrutiny before it's sent. Read it with the same attention you'd give a report you asked for, checking claims that matter before acting on them. If a proactive report turns out to be thin, off-topic, or simply not useful, say so, since adjusting what it watches for is likely more productive than letting an unhelpful pattern repeat.
Open Muse to try it. That is the product's own site; this guide is not part of it.
Limits and confirmation points
Limits to confirm
- This is one account from early use; it doesn't describe the topic, the report's length, or how accurate it was.
- Nothing here says how often unsolicited reports should be expected, or how to turn the behavior off if it becomes too frequent.
- An unasked-for report is still worth checking for accuracy; being unsolicited doesn't mean it was reviewed any more carefully.
Stop and check
Editorial, not from the source
- Before it starts: name the topics worth proactive research.
- When notified: check the report rather than letting it sit unread.
- Over time: adjust which topics it watches based on what's actually useful.
If it goes wrong
Editorial, not from the source
- You're getting notified about topics you don't care about
- Narrow the list of topics explicitly; the source report doesn't describe how topics are chosen without guidance.
- The report arrives at an inconvenient time
- Set notification preferences for when you want to hear about these, since the source describes one arriving during dinner.
- You can't tell how accurate the unsolicited report is
- Review it the same way you would a report you asked for; being unsolicited doesn't mean it skipped fact-checking, or that it did.
Common questions
Will it always send unsolicited reports like this?
Not established. The source is one account from the first day of use; nothing confirms how often this happens or whether it's reliable going forward.
How does it pick what topic to research?
The source post doesn't say. Name the topics you'd actually want it watching for rather than leaving the selection unguided.
Can I control when I'm notified?
State a preference if you have one. The source report describes a notification arriving during dinner, with no mention of timing preferences being set.
Is an unsolicited report more trustworthy than one I request?
No reason to assume that. Review it the same way you would any other report rather than giving it extra credit for being a surprise.
Can I turn this off if it's not useful?
The source post doesn't describe how. If the reports aren't useful, say so directly and adjust which topics, if any, it keeps watching.
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