Apple Intelligence and Brownie

Apple Intelligence can find anything in your life. It is not built to remember it.

Apple's own description of the new Siri is that it “draws on personal context understanding to help users find what they need in the moment.” That is an accurate description of something genuinely good. It also contains the whole of the limitation: you have to be in a moment, and you have to know what to ask.

We make one of the two things on this page. Brownie is ours, and Apple Intelligence ships free with the operating system we depend on, so read this the way you would read any comparison written by the smaller party. Every claim about Apple below comes from Apple's own newsroom posts and machine-learning research, linked where it is made and checked on 1 November 2026. Where Apple has not said something, we say that it has not said it rather than filling the gap with a guess.

The split nobody names

Retrieval and memory are not the same product.

Retrieval

You ask; it searches; it answers. Apple Intelligence is very good at this, and on the Mac it is now excellent — Siri AI searches your messages, mail and photos, answers from what it finds, and then acts on the answer. When the question is already formed in your head, this is the right shape of tool, and it is installed.

A record

Something that read the last week without being asked and wrote down what it found, so the things you would never have thought to ask about are already on paper. Nobody has to form a question. This is the half almost nobody builds, and it is the only reason Brownie exists.

The distinction matters because the two fail in completely unrelated ways. Retrieval fails when you ask badly, and the fix is a better question. A record fails when it quietly stops being true, and the fix is maintenance — every night, forever. That is a far less interesting engineering problem, and it is most of what Brownie actually is.

Being fair about it

Apple does run things while you are away.

It would be easy, and wrong, to say that Apple Intelligence only ever reacts. Safari's Notify Me watches a page and tells you when it changes. Passwords will navigate to a site on its own and replace a weak password for you — genuinely agentic, and further than Brownie goes, because it presses the button. Mail and Messages offer one-tap suggestions you did not ask for. Siri Recap writes a title and key points after a conversation ends, and Health Insights updates a summary through the day.

So the claim worth testing is narrower than “it does nothing in the background”. It is this: none of it accumulates. Each of those features does its job and finishes. There is one durable store — the Spotlight index, which Apple says works entirely on device — but an index exists to be searched, not to be read. Nothing Apple has published describes a thing that holds what matters about a person and keeps on holding it.

That is not a gap Apple failed to close. It is a different product, and reading Apple's own sentence closely is the fastest way to see it: find what they need in the moment. Every word of that is doing work.

Side by side

What each one actually is.

Apple Intelligence & Siri AI Brownie
What it is An assistant built into macOS, plus writing and photo tools A reader that runs while you are asleep and writes notes
How work starts You ask, Control-click, or tap a suggestion On a schedule you set. The Mac wakes itself, lid shut, on AC power
What it keeps Siri's conversation history, synced over iCloud. Apple documents no maintained record of people One Markdown note per person, kept for years, with what is open between you in both directions
Where it runs AFM 3 Core and the 20-billion-parameter sparse AFM 3 Core Advanced on device; larger requests on Private Cloud Compute A 4B model on your own GPU does the reading. Summaries go to a cloud model you chose — or nowhere at all
Personal context from Apple names messages, email and photos iMessage, WhatsApp, Telegram, IMAP mail, Slack, Teams, Apple Notes, Calendar, files, meeting recordings, MCP
Third-party apps Acts in them: WhatsApp and Audible today; Outlook, Notability and Tripsy announced Reads them, and acts in them
Acting for you Completes the action Fills the draft and stops before Send. Enforced in code, not in a prompt
Requirements macOS 27, Mac with M1 or later. Siri AI is in beta, English first macOS 14 or later, Apple silicon, 8 GB. A 3.7 GB model download, once
Limits & price Included with macOS. Server-side features carry daily usage limits, and Apple says expanded access “will be available for a fee in the future” Free, AGPL-3.0, no account and no server
Checkable Apple publishes its model research and the Private Cloud Compute design. The code is not open Source is AGPL-3.0, and the app lists every byte that left the Mac for thirty days

Checked 1 November 2026 against Apple's own announcements: the June 2026 Apple Intelligence release, the September 2026 Siri AI release and Apple's third-generation foundation models. Apple ships quickly and some of this will age. Correct anything by opening an issue.

The clearest version of it

On-screen awareness is scoped to what is in front of you.

The best thing in Siri AI is that you can Control-click an image, a file or a block of text on your Mac and ask about it. Apple's words: “With onscreen awareness, Siri AI can answer questions or take actions related to the content on a user's screen.” It works, it is a lovely interaction, and it is exactly scoped to what is visible.

Which is the inverse of the problem most people have. The message that costs you something is never the one on screen. It is the one from three weeks ago, in a thread you have scrolled past two hundred times since, where you said you would send someone the numbers.

What a record costs to keep

A note that nothing maintains is worse than no note.

Brownie writes one Markdown file per person and keeps it for years. Under the title sits a ledger of what is open between you, in both directions: ⏳ for an ask or a promise outstanding, ✅ once it is answered, ⌛ when it has been let go — an ask after forty-five days, a promise after ninety. Code writes that block, not the model, so it cannot drift into something that merely sounds right.

The rest of the note has a shape, and the shape is enforced every night: standing facts that need no date, at most six dated bullets for where things stand now and none of them older than forty-five days, older context beneath that, then one line per month going back a year and no further. A gardener pass rewrites it so a year of nightly runs cannot bloat it into something nobody will open. A person who goes quiet for six months moves to an archive, and comes back the moment they are mentioned again.

None of that is exciting, and all of it is the point. It is what decides whether the thing is still worth reading in March.

Privacy

Both of these are serious. They ask you for different things.

Apple's position is strong and honestly engineered. The on-device models run on your Mac, and anything larger goes to Private Cloud Compute, whose design Apple has published and which Apple says holds no personal data once a request is done. At that scale there is very little else as well built. What it asks of you is trust: the guarantee is excellent, and the code implementing it is not yours to read.

Brownie asks for something different and hands back something different. Raw messages, mail bodies and files never leave the machine — not as a policy but by construction, because the only thing the pipeline can emit is a summary that has passed a deterministic PII backstop. What does leave is that short summary, to whichever model you chose with your own key, and the app lists every byte of it for thirty days under What left your Mac. Choose “This Mac only” and the figure is zero: no key, no account, no server, nothing to sign out of. An item flagged sensitive leaves no title, no summary, no card and no line in Brownie's own logs — a count, a time and a source, nothing more.

Neither answer is right for everyone. Extending trust to a very well-built system is a perfectly rational thing to do, and most people should. The difference is only in what you are holding afterwards: a guarantee, or a receipt.

Choosing

When the right answer is the one already on your Mac.

You want help with the thing in front of you. Proofreading, rewriting, summarising a thread, asking about what is on screen. Apple Intelligence is installed, costs nothing, works in nearly every app and is better integrated than any third-party tool can be. Use it.
You want to ask questions about your own messages and mail. Siri AI does that now, and on the Mac it does it well — including in the EU, which is where Apple's initial exclusion does not reach: that applies to iOS, iPadOS and watchOS.
You want it to finish the job. Siri AI completes the action. Brownie deliberately will not: it fills the draft and stops before Send, which is the right design for something that ran unsupervised at three in the morning and the wrong one if you simply want the thing sent.
You want the week you did not keep up with handled. That is the gap, and it is the whole reason Brownie exists.
Where Brownie fits

There is no reason to choose.

These two do not compete for the same slot. One is the assistant you ask; the other is the thing that noticed. Running both is the sensible configuration, and they compose better than you might expect: Brownie writes plain Markdown into a folder in your home directory, so Spotlight indexes those notes alongside everything else and the record becomes searchable by the tools you already use.

At an hour you choose, your Mac wakes itself and a four-billion-parameter model on your own GPU reads everything new since the last run — messages, mail, notes, files. What matters goes into those notes. In the morning there are a handful of cards: a reply someone is waiting on, a promise you made, a renewal worth cancelling, each with its evidence and a draft in your own words.

The same split turns up elsewhere, and we wrote those down too: local AI assistants for Mac — nearly all of them are a chat window, very little reads your Mac. AI and Obsidian — every plugin reads the vault, almost nothing fills it. And on the thing these notes are for: what did I promise?

It is free, AGPL-3.0 and in the open, so everything above is checkable rather than promised.

Download the beta for macOS Read the source macOS 14 or later · Apple silicon · AGPL-3.0
Questions

The ones people actually ask.

Does Apple Intelligence remember things about me?
Apple describes personal context as helping you find what you need in the moment, across your messages, email and photos. The only persistence Apple documents is Siri's own conversation history, synced privately over iCloud. Nothing Apple has published describes a record it builds and maintains about the people in your life — which is a design choice rather than an oversight, because the product is an assistant you ask.
Is Apple Intelligence free?
It ships with macOS at no cost, and Apple's own pricing note is more specific than that: features relying on server-side models are subject to daily usage limits “including but not limited to Siri AI”, those limits vary by feature, request complexity and system demand, and “expanded access to such features will be available for a fee in the future”. Brownie is free and AGPL-3.0, and in “This Mac only” mode there is no paid service in the loop at all.
Do I need macOS 27 for this?
For Siri AI, yes — it needs macOS 27 and a Mac with M1 or later, and it is rolling out in beta in English, with French, Japanese, Korean, Portuguese and Spanish announced to follow. Brownie needs macOS 14 or later, Apple silicon and 8 GB of memory.
Can Apple Intelligence read my WhatsApp?
Siri AI can send a message in WhatsApp — Apple names WhatsApp and Audible as the third-party apps it works with today, with Outlook, Notability and Tripsy announced. Acting in an app is not the same as reading its history, and the personal context Apple describes searching is messages, email and photos. Brownie reads WhatsApp Desktop's local database, with your permission, and keeps what matters from it.
Can I run both?
Yes, and we would. They are different shapes of tool and nothing about them conflicts. Brownie's notes are plain Markdown files in your home folder, so Spotlight indexes them along with everything else on the machine.

Give it one night.

Keep asking Siri things. Tonight, something else reads the week you did not keep up with, and by morning it is a handful of cards.
Download the beta for macOS macOS 14 or later · Apple silicon · AGPL-3.0 · free, and no account
© 2026 Brownie · AGPL-3.0 · Inspired by all personal assistant apps and the architecture of Sentient OS · Made with ❤️ in India
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