A post from AI commentator Shubham Saboo crossed half a million views overnight with a claim that would have been unthinkable from Google two years ago: a free AI notetaker app for Mac, every premium feature unlocked, no subscription, running entirely on the device. The attached video shows a meeting app detecting spoken questions mid-call and answering them from the presenter’s own files, on screen, with sources. It looks staged because it is staged — the footage is Google’s own demo reel. But the app behind it is real, it is free, and after checking the primary sources we can confirm the substance: Google AI Edge Foresight exists, it works offline, and it does what the viral post says.
🔍 THE BOTTOM LINE
Google launched Foresight on 6 October alongside EmbeddingGemma 2, a new open-weight, multimodal embedding model that maps text, images, video frames and audio into a single vector space small enough to run in under 600MB of RAM. Foresight is the showcase app: a Mac notetaker that expands shorthand bullets into polished notes using a live transcript, then answers questions from your own files — all on-device, no cloud, no fee. The tool it most closely clones, Granola, charges US$14 a month for the same core trick. Free is doing a lot of work in that sentence, though: Google labels the app experimental and has committed to no pricing or availability timeline, so free-now is not free-forever.
The app, and the model underneath it
Foresight’s workflow is deliberately simple. During a meeting — online or in person — you scribble shorthand bullets while the app listens to the microphone and system audio in the background. When the meeting ends (or during it), Foresight uses the live transcript to expand your scribbles into fully formatted notes, the split-screen pattern popularised by Granola. TechCrunch’s Ivan Mehta notes the resemblance is explicit, and that Google shipped an offline-first dictation tool back in April from the same team — Foresight is that team’s second act.
The model doing the heavy lifting is where the story gets technically interesting. EmbeddingGemma 2 is a 740-million-parameter multimodal embedding model: it converts text, images, video frames and audio into comparable vectors, meaning a search for a phrase can surface a moment in an audio recording or a diagram in your files. Google’s specs put it at roughly 191MB of active RAM for text-only use and 567MB for the full multimodal configuration on a Pixel 11 Pro — small enough that the “local” claim is honest engineering rather than marketing. It is paired with Gemma 4 for the note-polishing and question-answering layers.
The knowledge base is the part the viral post undersells
The notetaking demo is the headline, but the quieter feature is the one with longer consequences: point Foresight at your project folders — PDFs, Google Docs, Office files, Markdown, web bookmarks — and it builds a local, searchable knowledge base. During a meeting it detects spoken questions and surfaces answers from your own materials in real time, with citations back to the source documents. Google’s demo video shows the app answering an architecture question mid-call with sources listed; that is the retrieval layer doing its job, and it is the difference between a notetaker and an assistant.
The privacy posture is the entire pitch. Meeting audio, transcripts, and file contents never leave the machine — there is no server to send them to. For the growing list of teams that cannot legally cloud-record their meetings, that is not a nice-to-have; it is the difference between a usable tool and a liability. Otter.ai — the cloud-record incumbent — is still fighting a privacy lawsuit over its meeting recordings, a suit a judge declined to dismiss in August. A notetaker with no cloud has no such exposure by construction.
The market Google just walked into
Foresight lands in a category that has been consolidating fast. TechCrunch counts Granola’s manual-notes-plus-recording workflow as the template, with Wispr and Calendly shipping recent competitors and Superhuman (formerly Grammarly) acquiring YC-backed Fathom in September. Granola’s pricing — free tier with limited history, US$14/month for unlimited meetings — is the benchmark Foresight undercuts by doing everything on a free model Google wants developers to adopt elsewhere. The business logic is not charity: EmbeddingGemma 2 is an open-weight developer platform, Foresight is the demo that makes the model’s capabilities legible, and Google gets its edge-AI ecosystem momentum in the bargain.
For users, though, the calculus is simpler. A free app that does what US$14-a-month software does, with better privacy guarantees than any cloud competitor, is a genuine consumer win — with one asterisk. Google labels Foresight experimental, TechCrunch notes there is no general-availability date or pricing commitment in the FAQ, and Google products in this tier have a history of quiet shutdowns. 9to5Google’s coverage treats the app as a launch, not a promise — which is how anyone who lived through Google Reader should read it too.
❓ FAQ
Is Google AI Edge Foresight really free? Yes — as of 11 October 2026 there is no pricing, no subscription tier, and no feature gating in the app. Google describes it as an experimental showcase for EmbeddingGemma 2. Whether it stays free is not promised anywhere.
Does it need an internet connection? No. The app captures microphone and system audio, transcribes, expands notes and answers questions entirely on-device. Google’s FAQ specifies it is optimised for Apple Silicon Macs and works fully offline.
What model powers it? A pair: EmbeddingGemma 2, a 740-million-parameter multimodal embedding model Google released on 6 October, handles search and retrieval across text, images, video and audio; Gemma 4 handles note expansion and chat. Both run locally.
Is my meeting data safe? The architecture is the safety claim: no cloud, no server, no upload path. Meeting audio and file contents stay on your Mac. That makes it structurally immune to the cloud-recording privacy issues now being litigated against cloud incumbents like Otter.ai.
Can I use it on Windows? Not yet. Foresight is Mac-only (Apple Silicon), part of Google’s AI Edge family alongside AI Edge Gallery on mobile and the offline dictation app Eloquent.
🔍 THE BOTTOM LINE
The viral post is right on the facts and still slightly behind on the stakes. A free, local, private meeting assistant is not just a productivity story — it is the desktop arrival of the edge-AI pattern that has been building all year on phones and single-board machines. When a 740-million-parameter model can read your files, listen to your meetings and answer questions in under 600MB of RAM, the cloud stops being a technical requirement and becomes a business choice. For Kiwi professionals in law, health and HR — the rooms where recording consent rules are strictest — that choice just got easier. The asterisk is Google’s own history of killing experiments; the sensible move is to use it like the free demo it is, not like a service you depend on.
📰 Sources
- X (Shubham Saboo viral post, 5.2K likes / 508K views)
- Google Developers Blog (EmbeddingGemma 2 announcement, 6 Oct 2026)
- Google for Developers (AI Edge Foresight product page)
- TechCrunch (Ivan Mehta, local-first Granola competitor, 8 Oct 2026)
- 9to5Google (Foresight coverage, 6 Oct 2026)
- Android Authority (EmbeddingGemma 2 and Foresight, 7 Oct 2026)
- Granola (pricing page)
