The latest Gemini 3.1 Pro release has been extolled for its reasoning capabilities, in maths, physics and elsewhere. Some guys in the specific field (for example Dr. Nate B. Jones) are of the opinion that Google issued a model which has the intrinsice reasonign capabilities of the famous Alpha-fold model, which gained the Nobel prize to Demis Hassabis, Google’s Deepmind director.

So presently, I’m watching it closely (together with other models and especially so the Grok 4.20 beta release with its 4-agents architecture). In a while, maybe htey’ll be able to provide answers based on first principles which are still eluding researchers.

My latest attempt was incredible. gemini 3.1 pro, on my request, elaborated a mathematical model on the time-response of the upstream signals of m-TOR. It went actually beyond my request, providing a quantitative, personalized, actionable scheme with monitoring strategies. A precise optimization procedure on how to alternate on/off upstream signaling to bend m-TOR signaling to improve longevity without compromising the immune system and the integrity of musculoskeletal tissue. It has been amazing. It deserves its own thread though.

It would be interesting to see what Grok gave you on this.

This is the discussion thread with the complete answer of Gemini 3.1 Pro, I have yet to submit it to Grok 4.2 beta (but I’m going to do that soon)

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Microsoft’s New AI Health Tool Can Read Your Medical Records and Give Advice

A new feature within the Copilot app will offer personalized healthcare advice and make it easy to upload test results, fitness data and more

Microsoft MSFT -0.22%decrease; red down pointing triangle is betting on healthcare as a path to become more competitive in artificial intelligence. The company’s biggest push yet: a new tool it describes as an AI concierge doctor—one that can access your medical records and health data, with your consent.

The company on Thursday unveiled Copilot Health, a feature within the Copilot app that lets the chatbot dispense personalized healthcare advice informed by the user’s disease history, test results, medications, doctors’ visit notes and biometric data as recorded by wearable devices.

Health data imported into the feature will be encrypted and firewalled from the rest of the app to address the privacy concerns of handing over one’s medical records to a generative AI platform, Microsoft AI Chief Executive Mustafa Suleyman said in an interview.

“It’s something that Microsoft is uniquely placed to do with our scale, with our regulatory experience, with the kind of trust and confidence that people have in our security and the history that we have as a mature, stable player,” Suleyman said.

The software giant is counting on the new health service to drive engagement for Copilot and attract new users to its app, which trails competitors such as OpenAI’s ChatGPT and Google’s Gemini. Microsoft plans to eventually charge users for the feature, which is first launching in the U.S. in a phased rollout.

In focusing the general consumer version of Copilot on healthcare, Microsoft is following user behavior: The most common category of questions asked on the mobile app is health, the company said.

A mobile phone displaying the welcome screen for Copilot Health, with text describing its features.

Microsoft hopes its new health service will attract users.

The new tool, which appears as a tab within the Copilot app, allows users to connect their hospital and lab data, as well as data from wearables such as Apple Watch and Fitbit, to receive personalized answers to inquiries about conditions or symptoms. For users who don’t plug in their personal data, the tool can provide more generalized answers.

The service could especially benefit those managing chronic medical conditions, executives said. The tool can plug into information from more than 50,000 U.S. hospitals and provider organizations, including lab results from those institutions or through Function Health.

Once users authenticate their identity through the identification service Clear, their data is pulled by vendor HealthEx, which adheres to the federal initiative known as Tefca, a nationwide framework for accessing health records. The data is then streamed into Copilot Health. Microsoft said users can manage and delete their information, and any data and conversations are kept separate from the general Copilot chat on the app using encryption and strict access controls.

Read the full story: Microsoft’s New AI Health Tool Can Read Your Medical Records and Give Advice (WSJ)

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Claude and Gemini both do that quite well. They have become very adept at reading charts and photos that I upload. They have both gleaned information about me, which I find a little disturbing. Claude even correctly read the name of my doctor from a photo I took of a lab report, and that doctor’s name was in very fine print.

I don’t believe Claude and Gemini take the “biometric data as recorded by wearable devices” do they?

I agree both Claude and Gemini are very health-aware in the context of jndividuals. Co-pilot is way behind even at the enterprise level and not just consumer levels.For example, I have lately been using Claude plug in for Excel spreadhseets. Its a breeze as to convert the simple conversations into formula, graphs. I almost never think of copliot. Few times I tried, it just doesnt appear to be intuitive even though it has Open AI/Claude DNA.
I guess this forum would agree that its not about just DNA, its mitochondria that holds the key… :rofl:

AI being applied to health insurance claims in the USA: (we need personalized agents to keep submitting claims, it seems)…

from: https://x.com/StuartBlitz/status/2033288359976571200?s=20