The Foresight app provides Mac users with the ability to take and summarize meeting notes locally, thanks to the lightweight Gemma embedding model and complete privacy protection.
- Launching the Foresight app and challenging cloud apps
- Split-screen workflow and the Gemma 2 embedding model
- Gemma 4 assistant and local knowledge bases
- Intense competition and the future of on-device processing
- Frequently asked questions
Launching the Foresight app and challenging cloud apps
Google launched a new and innovative application on Thursday named “AI Edge Foresight” exclusively for Apple Mac users, according to tech platform TechCrunch. The core feature of this app is its full capability to autonomously take and summarize notes and meeting minutes without needing an internet connection, relying exclusively on artificial intelligence model processing running locally on the device’s own chip.
This software is the second “local processing first” tool developed by the same engineering team at Google, following its launch of an experimental voice dictation app powered by local models last April. With this product, the company enters direct competition in a growing and crowded market of smart meeting assistants currently led by promising startups like the popular Granola platform.
Split-screen workflow and the Gemma 2 embedding model
The app’s operational architecture relies on the built-in “Gemma 2 Embedding” model, an advanced system featuring 740 million parameters designed specifically to run on edge device hardware. This model enables capturing words and accurately transcribing audio from live face-to-face conversations or from voice and video calls taking place across various external meeting applications.
The app provides an innovative user interface based on a “split-screen” layout divided into two adjacent halves, mirroring the approach of the Granola platform. The user writes personal notes and quick summaries on one side of the screen, while the other side displays real-time automated summaries and full transcriptions generated simultaneously by artificial intelligence, with the option to continue manual note-taking without interruption while automatic transcription is ongoing.
Gemma 4 assistant and local knowledge bases
The application allows users to read the full transcript of a conversation or direct questions and inquiries to a built-in smart assistant powered by the local “Gemma 4” model. This assistant has an exceptional feature: the ability to build an integrated knowledge base by importing and reading files in multiple formats, including PDF documents, Google Docs, Microsoft Office documents, plain text, Markdown files, and stored web bookmarks.
If the meeting touches upon topics or projects mentioned in those attached documents, the assistant can provide comprehensive and factually accurate answers in real-time during the session. The company confirmed on its FAQ page that the app has been optimized and developed specifically to harmonize with high-speed Apple Silicon processors and operate with absolute efficiency without any network connection, making it an ideal choice for businesspeople and professionals while traveling and moving in environments lacking internet access.
Intense competition and the future of on-device processing
TechCrunch analyses indicated that the company’s previous dictation tool was experimental and did not achieve widespread public adoption, suggesting that the Foresight app primarily aims to showcase the computational power of the open-source Gemma model family and its capability to operate independently of the cloud. The platform did not rule out that Google might later release a similar consumer app linked to cloud-based Gemini models via video conferencing services.
The arena of smart note-taking is witnessing fierce competition, with companies like Wispr and Calendly launching their own tools recently, while productivity firm Superhuman—formerly known as Grammarly—acquired the startup Fathom in September. While most of these competing tools rely on cloud processing, Google is betting on the appeal of local applications that keep audio recordings and sensitive documents confined to the user’s personal device, thereby providing the highest degrees of absolute professional security and privacy.
Frequently asked questions
Question: What is the Foresight app launched by Google for Mac users?
Answer: It is a meeting minute recording and summarization application that operates entirely offline, relying on Mac computer processors and Gemma models.
Question: What is the model responsible for capturing texts and transcribing audio in the app?
Answer: It relies on the lightweight Gemma 2 embedding model featuring 740 million parameters to transcribe conversations from apps and live interviews.
Question: How does the split-screen note-taking feature work?
Answer: It allows the user to manually write bullet points on one side, while the other side displays the AI-generated automated transcription and analysis simultaneously.
Question: Can the app answer questions from personal documents and files?
Answer: Yes, thanks to the built-in Gemma 4 assistant, which processes document files and spreadsheets and immediately answers inquiries related to meeting topics.
