Apple AI researchers boast useful on-device model that ‘substantially outperforms’ GPT-4 | Technology

Ios 18 Siri Ai.jpg

Siri has recently been attempting to describe images received in Messages when using CarPlay or the announce notifications feature. In typical Siri fashion, the feature is inconsistent and with mixed results.

Nevertheless, Apple forges ahead with the promise of AI. In a newly published research paper, Apple’s AI gurus describe a system in which Siri can do much more than try to recognize what’s in an image. The best part? It thinks one of its models for doing this benchmarks better than ChatGPT 4.0.

In the paper (ReALM: Reference Resolution As Language Modeling), Apple describes something that could give a large language model-enhanced voice assistant a usefulness boost. ReALM takes into account both what’s on your screen and what tasks are active.

Here’s a snippet from the paper that describes the job:

“1. On-screen Entities: These are entities that are currently displayed on a user’s screen

2. Conversational Entities: These are entities relevant to the conversation. These entities might come from a previous turn for the user (for example, when the user says “Call Mom”, the contact for Mom would be the relevant entity in question), or from the virtual assistant (for example, when the agent provides a user a list of places or alarms to choose from).

3. Background Entities: These are relevant entities that come from background processes that might not necessarily be a direct part of what the user sees on their screen or their interaction with the virtual agent; for example, an alarm that starts ringing or music that is playing in the background.”

If it works well, that sounds like a recipe for a smarter and more useful…

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