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All articles tagged with #realm

technology1 year ago

"Apple's ReaLM AI System: Revolutionizing On-Device AI Performance"

Apple's AI researchers have introduced ReaLM, a new on-device AI system aimed at improving Siri's ability to understand context in conversations, process onscreen content, and detect background activities. The system, which treats reference resolution as a language modeling problem, has been benchmarked against GPT-3.5 and GPT-4, with Apple claiming that its largest ReaLM models substantially outperform GPT-4 despite having far fewer parameters. This development hints at potential enhancements for Siri, with speculation that it could be part of Apple's upcoming WWDC 2024 announcements.

via ZDNet|
#ai#apple#realm
technology1 year ago

"Apple Unveils ReaLM: Advancements in On-Device AI for Enhanced Siri Performance"

Apple has introduced a new small language model called ReALM, designed to enhance voice assistants like Siri by providing context and understanding ambiguous references. This model is expected to be a part of the upcoming iOS 18, potentially improving Siri's speed and intelligence. ReALM, which outperforms OpenAI’s GPT-4 on certain tasks, is a part of Apple's broader push into the AI space, reflecting the company's commitment to making AI a central focus. The model reconstructs the screen and labels on-screen entities to provide context clues for user requests, potentially giving Siri better conversational abilities.

via Tom's Guide|
#ai#apple#ios-18
artificial-intelligence1 year ago

"Apple Unveils ReALM: AI Model Outperforms GPT-4 in Contextual Understanding"

Apple researchers have developed a new AI system called ReALM (Reference Resolution as Language Modeling) that aims to improve how voice assistants understand and respond to commands by tackling reference resolution, deciphering ambiguous references to on-screen entities, and understanding conversational and background context. ReALM outperforms traditional methods, including OpenAI's GPT-4, by converting the complex process of reference resolution into a pure language modeling problem. This could lead to more intuitive and natural interactions with devices, making voice assistants more useful in various settings. Apple is expected to unveil AI features at WWDC in June.

via MacRumors|
#ai#apple#artificial-intelligence
technology1 year ago

"Apple Unveils Cutting-Edge On-Device AI Model Outperforming GPT-4"

Apple's AI researchers have developed a system called ReALM that enhances Siri's capabilities by considering on-screen, conversational, and background entities, potentially making Siri smarter and more useful. The system outperforms OpenAI's ChatGPT 3.5 and 4.0 in benchmark tests, achieving comparable performance to GPT-4 with fewer parameters and surpassing it for domain-specific user utterances. This advancement could lead to a more powerful on-device voice assistant, aligning with Apple's focus on performance without compromise.

via 9to5Mac|
#ai#apple#gpt-4
technology1 year ago

"Apple's ReALM AI Model Outperforms GPT-4 in Contextual Understanding"

Apple has introduced a new AI language model called ReALM, which aims to understand and handle various contexts, including onscreen, conversational, and background entities. The model is designed to improve Siri's capabilities by enabling it to understand and respond to complex queries based on on-device data analysis. Apple researchers claim that ReALM surpasses OpenAI's GPT-4 in contextualizing on images and resolving onscreen references, presenting a potential advancement in AI technology for future iOS and macOS systems.

via BGR|
#ai#apple#gpt-4