Actually, really liked the Apple Intelligence announcement. It must be a very exciting time at Apple as they layer AI on top of the entire OS. A few of the major themes.

Step 1 Multimodal I/O. Enable text/audio/image/video capability, both read and write. These are the native human APIs, so to speak.

Step 2 Agentic. Allow all parts of the OS and apps to inter-operate via “function calling”; kernel process LLM that can schedule and coordinate work across them given user queries.

Step 3 Frictionless. Fully integrate these features in a highly frictionless, fast, “always on”, and contextual way. No going around copy pasting information, prompt engineering, or etc. Adapt the UI accordingly.

Step 4 Initiative. Don’t perform a task given a prompt, anticipate the prompt, suggest, initiate.

Step 5 Delegation hierarchy. Move as much intelligence as you can on device (Apple Silicon very helpful and well-suited), but allow optional dispatch of work to cloud.

Step 6 Modularity. Allow the OS to access and support an entire and growing ecosystem of LLMs (e.g. ChatGPT announcement).

Step 7 Privacy. <3

We’re quickly heading into a world where you can open up your phone and just say stuff. It talks back and it knows you. And it just works. Super exciting and as a user, quite looking forward to it.

https://x.com/karpathy/status/1800242310116262150?s=46

  • RustmilianEnglish
    9•7 months ago

    you can use it in almost any app
    if done right

    How are you going to be able to use it in “almost any app” in a way that is secure? How are you going to design it so that the apps don’t abuse the AI to get more information on the user out of it than intended? Seems pretty damn inherently insecure to me.

    • @Z4rKOPEnglish
      -10•7 months ago

      That’s why it’s on the OS-level. For example, for text, it seems to work in any text app that uses the standard text input api, which Apple controls.

      User activates the “AI overlay” on the OS, not in the app, OS reads selected text from App and sends text suggestions back.

      The App is (possibly) unaware that AI has been used / activated, and has not received any user information.

      Of course, if you don’t trust the OS, don’t use this. And I’m 100% speculating here based on what we saw for the macOS demo.

      • RustmilianEnglish
        6•7 months ago
        • Malicious actors could potentially exploit vulnerabilities in the AI system to gain unauthorized access or control over device functions and data, potentially leading to severe privacy breaches, unauthorized data access, or even the ability to inject malicious content or commands through the AI system.
        • Privacy breaches are possible if the AI system is compromised, exposing user data, activities, and conversations processed by the AI.
        • Integrating AI functionality deeply into the operating system increases the overall attack surface, providing more potential entry points for malicious actors to exploit vulnerabilities and gain unauthorized access or control.
        • Human reviewers have access to annotate and process user conversations for improving the AI models. To effectively train and improve the AI models powering the OS-level integration, Apple would likely need to collect and process user data, such as text inputs, conversations, and interactions with the AI.
        • Apple’s privacy policy states that the company collects data necessary to provide and improve its products and services. The OS-level AI would fall under this category, allowing Apple to collect data processed by the AI for improving its functionality and models.
        • Despite privacy claims, Apple has a history of collecting various types of user data, including device usage, location, health data, and more, as outlined in their privacy policies.
        • If Apple partners with third-party AI providers, there is a possibility of user data being shared or accessed by those entities, as permitted by Apple’s privacy policy.
        • With the AI system operating at the OS level, it likely has access to a wide range of user data, including text inputs, conversations, and potentially other sensitive information. This raises privacy concerns about how this data is handled, stored, and potentially shared or accessed by the AI provider or other parties.
        • Lack of transparency for users about when and how their data is being processed by the AI system & users not being fully informed about data collection related to the AI. Additionally, if the AI integration is controlled solely at the OS level, users may have limited control over enabling or disabling this functionality.