The digital health space refers to the integration of technology and health care services to improve the overall quality of health care delivery. It encompasses a wide range of innovative and emerging technologies such as wearables, telehealth, artificial intelligence, mobile health, and electronic health records (EHRs). The digital health space offers numerous benefits such as improved patient outcomes, increased access to health care, reduced costs, and improved communication and collaboration between patients and health care providers. For example, patients can now monitor their vital signs such as blood pressure and glucose levels from home using wearable devices and share the data with their doctors in real-time. Telehealth technology allows patients to consult with their health care providers remotely without having to travel to the hospital, making health care more accessible, particularly in remote or rural areas. Artificial intelligence can be used to analyze vast amounts of patient data to identify patterns, predict outcomes, and provide personalized treatment recommendations. Overall, the digital health space is rapidly evolving, and the integration of technology in health

Thursday, July 11, 2024

Artificial Intelligence is Rapidly Evolving

Google looks to show AI's wide opportunities


Google on Tuesday announced a slew of new AI-related products, including new ways it will use its Gemini model to improve products such as Google Search and Google Photos.

Why it matters: Google is using its I/O developer conference to highlight AI advances across the company as it looks to demonstrate it is keeping pace with OpenAI, Microsoft and others while defending its stronghold in search.

Here's what Google has announced so far:

  • Google DeepMind head Demis Hassabis unveiled Project Astra, Google's vision for a much more responsive AI-powered assistant that can converse naturally, without lag, while taking in a great deal of information. In one impressive example, Astra was able to help a user find her glasses because they'd shown up in recent video clips on her phone.
  • It's bringing some improvements to the paid version of the Gemini app, including a more conversational tone and the ability to interrupt the assistant (features that OpenAI announced for ChatGPT on Monday.)
  • Gemini Advanced users will also get the ability to create custom chatbots, known as Gems, somewhat akin to OpenAI's custom GPTs.
  • Hassabis also announced Gemini 1.5 Flash, a lighter-weight model designed to be faster and cheaper than the original Gemini 1.5.

In Search, Google is launching its AI overviews — which summarize search results — across the U.S. this week, a move that has publishers worried about an inevitable decline in traffic from the search giant.

  • In Photos, Gemini will allow users to ask questions and get answers from their photo collections starting this summer. In a separate demo, Google showed the ability to use a video as part of a search query, in this case to get help using a record player.
  • In Gmail, Google showed how AI can help corporate and small business users not only organize their inbox, but also pull out data, such as putting receipts into a spreadsheet. That task can then be automated going forward.
  • Google also unveiled a new Veo engine for creating AI-generated videos, which will be available to select creators in the coming weeks; and Imagen 3, an update to its text-to-image engine that can better understand prompts and more capably render text.
  • On the Android front, Google said it is making Gemini the mobile software's new built-in assistant and making AI-powered search more prominent, among other enhancements coming this year. It's also expanding a "circle-to-search" feature to help with math and other tasks. And it is testing a feature that would use on-device AI, monitoring phone calls in real time, to alert to potential scams.
  • For the data center, Google announced Trillium, its sixth generation Tensor processor chip, available to cloud customers in late 2024. Google also said it will be among the first to offer Nvidia's Blackwell chips, starting in early 2025.

Zoom in: Many of Google's announcements focus on increasing the size of the "context window" — the amount of information the model can use in conjunction with a user's prompts.

  • Google already allows developers to use 1 million tokens — roughly hundreds of pages of text or an hour of video — and said it will expand that to 2 million tokens, starting with select developers
  • It's also making the 1-million token context available for subscribers of its paid Gemini Advanced service.
  • Another big focus for Google is transforming AI chatbots into agents that can take action, albeit with human supervision.

    • CEO Sundar Pichai shared an example of how someone moving to a new city could use an agent to get information on services in their new neighborhood, change their address across multiple web sites and more.
    • "We are thinking hard about how to do it in a way that is private and secure and works for everybody," Pichai said.

    Google also unveiled a new watermarking technique for text to identify if it was AI-generated without altering the quality or meaning of the writing.

    • Hiding watermarks in text has been a longstanding problem as compared to images, audio, and video where it is easier to add undetectable signals to show that content has been created by AI.
    • Google says in its announcement that the new features, which are being added to its existing SynthID tool, will work best with prompts for longer and more varied text, like writing an essay, a theater script or "variations on an email."

    The big picture: Google's launches come amid a furious pace of AI announcements across the major tech companies.

    • OpenAI on Monday announced its faster, less costly GPT-4o model and a more conversational chatbot.
    • Microsoft holds its Build conference next week in Seattle, while Apple is expected to unveil its generative AI strategy at its WWDC event on June 10.
    • It has become essential to review and update your AI applications, although most announce updates well in advance.

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