In a recent episode of the “Made by Google” podcast, Google announced a change in its stance on Gemini Nano support in the Pixel 8. Previously, the company cited “hardware limitations” as the reason for the Pixel 8 not getting this model of built-in AI. However, Google has developed a solution that allows the Pixel 8 to take advantage of the Gemini Nano in developer preview mode.
Pixel 8 Will Get Gemini Nano: A Look at On-Device AI and Google's Long-Term Update Strategy
We reveal the secret of Gemini Nano on Pixel 8
- Summarize in Voice Recorder: This feature uses Gemini Nano to automatically create summaries that summarize key points from voice recordings, eliminating the need to take notes manually.
- Improved Gboard Smart Reply: Gemini Nano extends the capabilities of Gboard's Smart Reply feature, allowing it to offer faster and more contextually relevant reply options during messaging.
The Pixel 8 Pro leads the way with wider compatibility
While the Pixel 8 gets Gemini Nano support in the early developer build, the Pixel 8 Pro will benefit from a wider implementation. This is primarily due to the difference in RAM capacity between the two devices. The Pixel 8 Pro boasts 12GB of RAM, up from 8GB in the Pixel 8. This extra memory allows the Pixel 8 Pro's Smart Reply feature to expand compatibility with popular messaging apps like WhatsApp, Line, and KakaoTalk.
Google recognizes that running LLM on devices with different RAM configurations can significantly impact user experience. To solve this problem, the company conducted extensive testing to optimize the Gemini Nano for the Pixel 8 with 8GB of RAM. This optimization strategy is consistent with similar efforts by other manufacturers, such as Samsung's approach to the Galaxy S24.
The expected arrival of Gemini Nano on Pixel 8 devices is planned for the upcoming Pixel Feature Drop update, which is expected to be released in June 2024 as part of Android 14 QPR3. This update will not only bring these improvements to users, but will also give Pixel 8 developers access to AICore, a toolkit that makes it easier to integrate the device's AI features into their apps.
We reveal the strategy behind Google's 7-year commitment to updates
The podcast also discussed Google's advanced update policy for Pixel devices. The company guarantees software support for seven years. This long life is achieved thanks to the joint efforts of component suppliers, partners and the Android development team. Google emphasizes the role of rigorous testing and year-round beta programs in ensuring the reliability and consistency of these quarterly updates.
The decision to extend support to seven years was based on data, with Google taking into account factors such as the typical lifespan of users' devices and trends in the resale market. Google's vision for the final stages of this seven-year cycle involves introducing software features that don't require additional hardware upgrades.
Taking into account RAM limitations and ensuring smooth operation of users
In the context of the Gemini Nano implementation on the Pixel 8, solving the problem of RAM limitations was the most difficult task, considering that LLMs require a lot of memory. Google's solution included extensive testing and optimization techniques. These optimizations are likely to include strategies such as "lazy loading", which delays loading certain resources until they are needed, and keeping core models in memory for basic functions such as Smart Reply.
As Google prepares for the upcoming Feature Drop, ongoing system health checks are diligently conducted. This rigorous testing is intended to ensure the seamless integration of new features into existing Pixel devices.
A promising future for embedded AI and long-term Pixel support
Google's revised stance on Gemini Nano support for the Pixel 8 marks a step forward in the development of embedded AI. The ability to run effective ANNs directly on users' devices opens a new era of privacy-focused, offline-accessible applications. In addition, Google's commitment to enhanced software support for Pixel devices instills confidence in users, ensuring that their investment remains protected with ongoing security updates and feature enhancements. The upcoming June 2024 feature update promises to be a major milestone. Not only for Pixel 8 users, but also for developers looking to leverage the capabilities of built-in AI in their apps.
