Yet another startup wants to crack the LLM code but this time using light; optical pioneer Oriole Networks wants to train LLMs 100x faster with a fraction of the power

Abstract fiber image
(Image credit: Shutterstock / Pixel Embargo)

A couple of years ago, Israeli startup CogniFiber made headlines with Deeplight, a fiber-optic cable which could, “process complex algorithms within the fiber itself before the signal hits the terminal.” At the time, we warned this technology wouldn’t reach end users in the near future, and was unlikely to appear in laptops or smartphones anytime soon.

However, eeNews Embedded is now reporting on Oriole Networks, a UK-based startup using light for a different purpose - to create efficient networks of AI chips.

The technology can reportedly train LLMs up to 100 times faster than conventional methods while drastically reducing power usage, and this research aims to mitigate the growing energy consumption of data centers driven by the rapid expansion of AI workloads and the increasing demand for high-performance computing.

20 years of photonics research

“Our ambition is to create an ecosystem of photonic networking that can reshape this industry by solving today’s bottlenecks and enabling greater competition at the GPU layer. Building on decades of research, we’re paving the way for faster, more efficient, more sustainable AI," said James Regan, CEO of Oriole Networks.

The company's roots lie in optical network research from University College London (UCL) and Oriole’s unique IP is based on the work of founding scientists Professor George Zervas, Alessandro Ottino, and Joshua Benjamin.

The startup has already drawn attention from a number of investors keen to find solutions for AI's increasing energy demands.

With plans to release its early-stage products by 2025, Oriole Networks hopes to reshape AI’s infrastructure by making it faster, more energy-efficient, and ultimately more sustainable.

eeNews Embedded quotes Ian Hogarth, a member of Oriole’s board, and a partner at Plural which led the latest funding round, “Applying 20 years of deep research and learning in photonics to create a better AI infrastructure demonstrates how much more innovation there is to come to help reap the benefits of this technology," he said.

"The team behind Oriole Networks has proven experience in both company building and bringing deep science to commercialization, creating a fundamental shift in the design of next-generation networked systems that will reduce latency and slash the energy impact of data centers on which we now rely.”

More from TechRadar Pro

Wayne Williams
Editor

Wayne Williams is a freelancer writing news for TechRadar Pro. He has been writing about computers, technology, and the web for 30 years. In that time he wrote for most of the UK’s PC magazines, and launched, edited and published a number of them too.

Read more
Nvidia Quantum-X and Spectrum-X Silicon Photonics
Nvidia is planning post-copper 1.6Tbps network tech to connect millions of GPUs as it unveils photonics networking gear at GTC 2025
Gallium arsenide nanoridges
'Like a field plowed prior to planting': Researchers want to grow lasers, yes lasers, on material commonly found in sand
Digital data on a globe
Unlocking the full potential of financial services with all-photonic networks
Representation of AI
These are the 10 hottest AI hardware companies to follow in 2025
Half man, half AI.
Yet another tech startup wants to topple Nvidia with 'orders of magnitude' better energy efficiency; Sagence AI bets on analog in-memory compute to deliver 666K tokens/s on Llama2-70B
A representative abstraction of artificial intelligence
Researchers want to give some common sense to AI to turn it into artificial general intelligence
Latest in Pro
Epson EcoTank ET-4850 next to a TechRadar badge that reads Big Savings
I searched for the best printer deal you won't find in the Amazon Spring Sale
Microsoft Copiot Studio deep reasoning and agent flows
Microsoft reveals OpenAI-powered Copilot AI agents to bosot your work research and data analysis
Group of people meeting
Inflexible work policies are pushing tech workers to quit
Representational image depecting cybersecurity protection
Third-party security issues could be the biggest threat facing your business
An image of network security icons for a network encircling a digital blue earth.
Why multi-CDNs are going to shake up 2025
A stylized depiction of a padlocked WiFi symbol sitting in the centre of an interlocking vault.
Broadcom warns of worrying security flaws affecting VMware tools
Latest in News
EA Sports F1 25 promotional image featuring drivers Oscar Piastri, Carlos Sainz and Oliver Bearman.
F1 25 has been officially announced, with this year's entry marking a return for Braking Point and a 'significant overhaul' for My Team mode
Garmin clippd integration
Garmin's golf watches just got a big software integration upgrade to help you improve your game
Robert Downey Jr reveals himself as Doctor Doom to a delighted crowd at San Diego Comic-Con 2024
Marvel is currently making a major announcement about Avengers: Doomsday's cast on YouTube, and I think it's going to be a long-winded reveal
Samsung QN90F on yellow background
Samsung announces US prices for its 2025 mini-LED TV lineup, and it’s good and bad news
Nintendo Switch Lite
Forget the Nintendo Switch 2, the original Switch is getting one last hurrah in a surprise Nintendo Direct tomorrow
The Samsung Galaxy S25 Edge on display the January 22, 2025 Galaxy Unpacked event.
Samsung Galaxy S25 Edge colors seemingly revealed in new video, and there’s another sign of an imminent launch