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 •   VIEWS 198
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.

RECOMMENDED FOR YOU
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...

RECOMMENDED FOR YOU
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...

RECOMMENDED FOR YOU
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...

RECOMMENDED FOR YOU
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...

RECOMMENDED FOR YOU
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...

RECOMMENDED FOR YOU
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...

RECOMMENDED FOR YOU
U.S Don Laments Poor State of Education in Nigeria
BY Benedicta Bassey June 12, 2024 0

A Doctorate in Computer Science from the University of the District of Columbia, in Washington, Unit...

RECOMMENDED FOR YOU
UK Varsity Grants Expelled Nigerian Students Funding To Return Home
BY Benedicta Bassey June 12, 2024 0

Teesside University in the United Kingdom has on Wednesday announced a financial support to  Ni...

OUR CHANNELS:

OTHER ARTICLES ::

25th November, 2024
Probe humanitarian ministry's missing N57bn, SERAP tells Tinubu
BY Benedicta Bassey November 25, 2024 0

NIGERIA — The Socio-Economic Rights and Accountability Project has called on President Bo...


Lagos Govt extols S’Court verdict, nullifying National Lottery Act
BY Benedicta Bassey November 25, 2024 0

LAGOS, Nigeria  — The Lagos State Government has hailed the Supreme Court judgm...


A’Ibom suspends principal, begins probe over poor meal in boarding schools
BY Benedicta Bassey November 25, 2024 0

AKWA IBOM, Nigeria  — The Akwa Ibom State government has suspended the principal of...


NAFDAC warns against unsafe antibiotics use in animals, humans
BY Benedicta Bassey November 25, 2024 0

NIGERIA  — The Director-General, National Agency for Food and Drug Administration an...


Top doctors halt strike action to review FG's response
BY Benedicta Bassey November 25, 2024 0

NIGERIA — The Medical and Dental Consultants’ Association of Nigeria (MDCAN) has suspend...


Tinubu eyes livestock sector reform, investment to curb farmer-herder clashes
BY Abiodun Saheed Omodara November 25, 2024 0

President Bola Tinubu has reaffirmed his administration’s commitment to resolving the farmer-h...


Katsina Govt. applauds  NAF  strike against bandits, vows to sustain regional stability
BY Abiodun Saheed Omodara November 25, 2024 0

KATSINA – The Katsina State Government has commended the Nigerian Air Force (NAF) for successf...


Breaking : Supreme court voids National Lottery Act
BY Abiodun Saheed Omodara November 25, 2024 0

The Supreme Court, on Friday, nullified the National Lottery Act 2005 enacted by the National Assemb...


ECB's renews integration call as trade war looms
BY Abiodun Saheed Omodara November 25, 2024 0

European Central Bank, President Christine Lagarde renewed her call for economic integration across...


China expands Visa-free entry to more countries to boost economy
BY Abiodun Saheed Omodara November 25, 2024 0

On Friday, China announced that it would expand visa-free entry to citizens of nine more countries a...


Menu