Gmail's smart replies will mimic your writing style by analyzing your emails and Google Drive files

midian182

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Staff member
In brief: A future in which generative AIs write emails back and forth to each other on our behalf has moved a little closer. Google is improving Gemini's smart replies, making them not only longer, but also more personalized by analyzing your previous emails and Drive files.

Google's new personalized smart replies are able to incorporate users' context and tone. As they are created by looking at past emails and Drive files – with a user's permission – the responses it offers can closely mimic the person writing the message.

The smart replies expand on last year's "contextual" upgrade, which used information from the current Gmail thread a person was in.

Showing off the change at Google I/O, CEO Sundar Pichai used an example of a friend writing to him for advice on planning a road trip from Colorado to Utah, a trip he remembered Pichai had previously taken. Gemini is able to look up notes on Drive, scan past emails for reservation details, and more. It can then generate a reply using Pichai's tone, style, and favorite word choices.

As you can see in the example below, Gemini's replies can potentially make up the majority of an email when there's plenty of information to draw from.

Google is also introducing a new inbox cleanup feature. It will let users tell Gemini to take specific actions using natural language, such as deleting all unread emails from a specific company last year.

An appointment scheduling feature is also coming to Gmail. This will let users share their booking pages in Gmail when Gemini detects that someone is organizing a meeting.

It'll be interesting to see how popular Gmail's new smart replies prove. People are rarely willing to grant systems full access to their personal data, as Microsoft's Recall nightmare proved, and we know that generative AI still has a bad habit of hallucinating a lot of stuff. Moreover, would the recipients be happy if they knew the person the were conversing with was using a bot to write 80% of their messages?

The new Gmail features will be available to Workspace subscribers this summer.

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Just what I want......Google reading all of my emails. Can't wait to see what new advertising is sent my way after AI picks out the keywords out of context, just like search.
 
The moment I discover the person I'm talking to doesn't type their own words, I block them.

Unless they're paying me a salary.
 
Google recently released MedGemma-27b (https://huggingface.co/google/medgemma-27b-text-it), an impressive model for it’s size that outperforms the original Gemma3. It is likely that MedGemma-27b was fine-tuned with synthetic data from Gemini Pro 2.5. Given the obvious value by its medical expertise, the model furthermore can handle a wide variety of cases with remarkable precision. For example, if asked for the smallest integer such that x^2 falls within a specified range, MedGemma-27b can correctly provide the negative solution, a feat that many larger models cannot achieve. That superior model it didn't mentioned in the I/O at all.

Google's Gemini 2.5 (03-25) was the only model capable of consistently handling up to 1M context, and it was also highly intelligent. Unfortunately, the new version does not match this capability. Gemini 2.5 (03-25) represented a significant generational leap in model performance and it is regrettable that it is no longer available. This model should be recognized as a wonder and ideally, should be open-sourced by law. :)
 
The idea of smart replies learning your tone and context is cool in theory, but if most of your email is generated by an AI trained on your data, is it still your message, or just a very convincing mimic?
 
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