What happened
Google just released a Mac app called Google AI Edge Foresight, and it's aimed straight at Granola, the AI note-taker a lot of people already live in. The interesting part isn't the note-taking — it's that this is a fully offline AI note-taker. Everything happens on your own laptop, not on somebody else's server.
TechCrunch's Ivan Mehta reported the launch on October 8. If the name rings a bell, you might be thinking of the AI-powered dictation tool Google's same team shipped back in April, which also ran on local models. That one stayed experimental and never broke into the mainstream. Foresight looks like the second swing — and a far more practical one.
What the app actually does
Open it on a Mac and you get a split screen. On one side you type shorthand notes the way you always have. On the other side, the app writes up AI-generated notes as the meeting happens. So you're not choosing between your own brain and the machine — you get both at once. Like Granola, it lets you take manual notes while it's transcribing.
When the meeting's over, you can read the full transcript or chat with a Gemma 4-powered assistant and ask things like, 'what did we actually agree on?' It works across apps, and it also captures in-person meetings — the ones where nobody's on a video call at all.
It builds its own knowledge base
Foresight also lets you upload documents to build a knowledge base: PDFs, Google Docs, Microsoft Office formats, plain text, Markdown files, and web bookmarks. That's the part that gets interesting. If someone raises a point that touches your uploaded material, the app can answer in real time — like having a colleague sitting next to you who's read every document you own.
The numbers: 740 million parameters, on device
Foresight runs on EmbeddingGemma 2, an on-device model with 740 million parameters. Don't let the jargon spook you. Parameters are basically the dials a model tunes while it learns, and 740 million is small enough to run on a laptop — which is the entire trick here. Google says on its FAQ page that the app is optimized for Apple Silicon and can work completely offline. So think M-series Macs, not older Intel machines.
What it means for you
Before you map this onto your own life: if you want a pile of free AI tools to pair with something like this, MyKreaTool keeps a running collection in one place.
At home
Think about the last time you hashed out a family budget or a trip at the kitchen table and forgot half of it by dinner. You can leave the app running on your Mac nearby, scribble your own shorthand, and let it write the tidy version. And because it's offline, it doesn't matter if your Wi-Fi is acting up.
At work
Standups, one-on-ones, client calls — the meeting you actually needed to remember is always the one nobody wrote anything down for. Foresight transcribes and drafts notes at the same time, so you can stay in the conversation instead of being the person furiously typing. The transcript is there when your memory isn't.
Running a small business
If you do consultations, supplier meetings, or in-person client visits, this is where the knowledge base earns its keep. Upload your price list, your contracts, your old proposals. When someone asks about a detail buried in a PDF, the app can surface the answer mid-meeting instead of you promising to circle back.
For studying
Lectures move fast. The split view means you can scribble the confusing parts by hand while the AI handles the rest, and the transcript gives you something you can search later. Upload your reading list and course packs, and the assistant has real context to work with.
For creative work
Interviews, podcast prep, brainstorming sessions — the messy ones where the gold is buried in an aside you'd never bother writing down. Load your research in as PDFs or Markdown, run the session, and then chat with the assistant to dig back through it.
For earning money
Freelancers and consultants get paid for thinking, but they lose hours to write-ups. When the notes are drafted while the call is still happening, you're selling the analysis, not the admin. And since the app runs locally, client conversations don't get shipped off to someone else's server — an easier thing to tell a nervous client.
How to try it right now
1. Check your hardware. Foresight is a Mac app optimized for Apple Silicon, so you'll want an M-series machine. If you're on an older Intel Mac or a Windows PC, this one isn't for you yet — though the category has options, including Granola, which Google is clearly chasing.
2. Get the app. Look for Google AI Edge Foresight in Google's AI Edge releases and install it on your Mac.
3. Kill your Wi-Fi on purpose. Turn Wi-Fi off, then open the app. That's the fastest way to prove to yourself it really runs offline.
4. Upload your documents. Load in PDFs, Google Docs, Office files, plain text, Markdown, or web bookmarks — whatever you'd want the app to know about.
5. Run a test meeting. Start a five-minute chat with a colleague. Type shorthand on one side, watch the AI notes fill the other.
6. Ask it something. Open the Gemma 4-powered assistant and ask a question only your uploaded documents could answer. That's the moment it stops feeling like a gimmick.
7. Compare with your current tool. If you already use a note-taker, run the same meeting through both and see which write-up you'd actually send to a client.
Upsides and what changes
The obvious win is privacy and reliability. Nothing leaves your laptop, so a plane, a basement conference room, or a hotel with terrible Wi-Fi suddenly becomes a fine place to take notes. If you've ever felt squeamish about shipping recorded client conversations to a cloud service, that's a real shift.
The second win is the combination. Plenty of tools transcribe. Plenty write summaries. Fewer let you type your own notes while auto-generating them, then question a knowledge base built from your own files.
The third thing that changes is the market itself. This space is crowded and getting more so. Wispr, a dictation company, and scheduling company Calendly both shipped their own note-takers in recent months, and productivity startup Superhuman — formerly Grammarly — acquired the YC-backed note-taker Fathom last month. Google muscling in with an offline, on-device model turns up the heat on everyone else.
Limitations
Let's be honest about the rough edges. Foresight is a Mac app optimized for Apple Silicon, so Windows users and anyone on older hardware are on the sidelines for now. A 740-million-parameter on-device model is small by design, and small models trade depth for speed — don't expect the heavy lifting you'd get from a giant cloud model. It's also worth reading the release for what it is: Google's earlier local dictation tool stayed experimental and never went mainstream, and this app looks partly like a showcase for the Gemma family of offline models. Google could still ship a consumer meeting note-taker inside its Gemini apps that leans on cloud models instead. And the category is brutally competitive, so Foresight has to be genuinely good, not just novel, to stick around.
Conclusion
Google AI Edge Foresight is the clearest signal yet that AI note-taking is moving onto your own machine: a Mac app, a 740-million-parameter on-device model, meeting notes that never touch the internet, and a knowledge base you can question mid-conversation.
One thing to do today: if you've got an Apple Silicon Mac, install Google AI Edge Foresight, switch your Wi-Fi off, and run your next short conversation through it. If the offline part holds up, you'll want it for the meeting that actually matters.
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