Would you like to receive notifications on latest updates of the following headlines?

Apple Develops ReALM to Compete OpenAI's GPT-4

POSTED ON April 3, 2024 •   Uncategorized      BY Samuel O . Adeniyi
Apple ReALM | Photo Credit: Tech Start Up | Source: Google

Apple researchers have developed a new AI system called ReALM, designed to revolutionize voice assistant interactions by understanding context and on-screen references.

This advancement, detailed in a recent research paper, paves the way for more natural and intuitive user experiences.

"Understanding context, including references within conversations, is crucial for any voice assistant," explains the researchers.

"Enabling users to ask questions about what's on their screen is a critical step towards achieving a truly hands-free experience."

ReALM's Secret Weapon: Large Language Models

ReALM tackles the complex challenge of reference resolution by transforming it into a language modelling problem.

This strategy leverages the power of large language models, allowing ReALM to significantly outperform existing methods.

Here's how it works: ReALM analyzes on-screen elements and their locations, then reconstructs the screen layout as a textual representation.

This, combined with language models fine-tuned specifically for reference resolution, empowers ReALM to surpass even cutting-edge models like GPT-4.

"Our research demonstrates significant improvements over existing systems across various reference types," note the researchers.

"Even our smallest model achieves over 5% better performance on on-screen references compared to previous methods, and our larger models significantly outperform GPT-4."

Focused Language Models for Efficient AI

This research highlights the potential of focused language models for tasks like reference resolution in real-world applications.

Unlike massive, end-to-end models, these focused models operate within production systems without being hindered by latency or computational limitations.

The researchers acknowledge the limitations associated with relying solely on automated screen parsing.

Complex visual references, such as differentiating between multiple images, might necessitate incorporating computer vision and multi-modal techniques. 

Apple's AI Ambitions: Quiet Progress with Big Announcements on the Horizon

While Apple hasn't made any official announcements, they've been steadily advancing in AI research.

Though trailing some rivals in the fast-paced AI landscape, CEO Tim Cook hinted at upcoming developments during a recent earnings call, stating, "We're excited to share details of our ongoing work in AI later this year."

Rumours suggest Apple might use the upcoming Worldwide Developers Conference (WWDC) in June as a platform for major AI announcements.

The reveal of a new large language model framework, potentially an "Apple GPT," alongside other AI-powered features across various Apple ecosystems (iOS, macOS, etc.) is anticipated at WWDC.

READ ALSO
Eno enhances healthcare with N200m contribution to UUTH
BY Abiodun Saheed Omodara February 16, 2025 0

In an effort to enhance healthcare services, the Governor of Akwa Ibom State, Pastor Umo Eno, has co...

READ ALSO
Ododo Reorganizes the Tourism Board, Kogi Hotels
BY Ebiakuboere England December 3, 2024 0

KOGI- Kogi State Governor Alhaji Ahmed Ododo has appointed former Kogi Hotels and Tourism Board Chai...

READ ALSO
Rivers Varsity Suspends Four Students For Assault
BY Benedicta Bassey June 16, 2024 0

The Rivers State University, Nkpolu-Oroworukwo, Port Harcourt has suspended four of its students con...

READ ALSO
French Embassy Unveils Waste Management Project Worth €753,000 in Varsities
BY Benedicta Bassey June 14, 2024 0

The French Embassy, via the Cooperation and Cultural Department, has launched a plastic waste manage...

READ ALSO
ATBU Enhances Research Capacity For Lecturers
BY Benedicta Bassey June 14, 2024 0

The management of the Abubakar Tafawa Balewa University, Bauchi, has enhanced research capabilities...

READ ALSO
Russia Dismisses Claim of Recruiting Nigerian Students For Ukranian War
BY Benedicta Bassey June 13, 2024 0

The Russian Embassy in Nigeria has debunked the claims of recruiting African students, particularly...

READ ALSO
Soludo Warns Tinubu Against Accepting Unsustainable Minimum Wage
BY Benedicta Bassey June 13, 2024 0

Anambra State Governor Charles Soludo on Thursday warned President Bola Tinubu against approving &ld...

READ ALSO
Obi Cubana Lauds Burna Boy For Settling Patients' Hospital Bills
BY Ebiakuboere England June 12, 2024 0

Award-winning Nigerian music star Damini Ogulu, also known as Burna Boy, has been praised by million...

OUR CHANNELS:

We Rendered Oil Smuggling Unattractive, A New Era for Nigeria's Economy - Tinubu
BY Abiodun Saheed Omodara July 4, 2025 0

President Bola Tinubu has proclaimed that his administration has salvaged Nigeria’s economy fr...


Microsoft Cuts 4% of Workforce Amid AI Investment Strategy
BY Abiodun Saheed Omodara July 3, 2025 0

Microsoft is set to lay off nearly 4% of its workforce, impacting around 9,000 employees across diff...


Amaechi Exits APC, Calls for Urgent Restructuring of Nigeria
BY Abiodun Saheed Omodara July 3, 2025 0

A former Minister of Transportation,Rotimi Amaechi,has left the All Progressives Congress (APC).&nbs...


K-pop's Global Influence Inspires Afrobeat Collaboration
BY Abiodun Saheed Omodara July 3, 2025 0

The Korean Cultural Centre in Nigeria is keen on promoting collaboration between Nigeria’s Afr...


Lagos Assembly Summons AG over Controversial Local Government Law Commencement
BY Abiodun Saheed Omodara July 4, 2025 0

The Lagos State House of Assembly has called upon the State’s Attorney General, Lawal Pedro (S...


Man Arrested for Brutal Killing of His Mother
BY Abiodun Saheed Omodara July 3, 2025 0

A heartbreaking case of matricide has rocked the Dantanoma quarters in Gumel Local Government Area o...


PDP Bigwigs Urge Nigerians to Join New Coalition Against APC
BY Abiodun Saheed Omodara July 4, 2025 0

Former Vice President Atiku Abubakar, former Senate President David Mark, ex-Governor of Jigawa Stat...


Senate approves new leadership for Law Reform commission
BY Abiodun Saheed Omodara July 4, 2025 0

The Senate has ratified the appointment of Professor Dakas C.J. Dakas as the Chairman of the Nigeria...


Nigerian Deported After Conviction for Smuggling Fake $100,000
BY Abiodun Saheed Omodara July 1, 2025 0

A Nigerian, Aremu Adegboyega, has been convicted by a Circuit Court in Accra, Ghana, for attempting...


ECOWAS Pushes for Legal Framework to Boost AI Development in West Africa
BY Abiodun Saheed Omodara July 1, 2025 0

The Speaker of the ECOWAS Parliament, Hadja Ibrahima, has emphasized the need for a robust legal fra...


More Articles

Load more...

Menu