Category Physics

Light-based chip can boost power efficiency of AI tasks up to 100-fold

New light-based chip boosts power efficiency of AI tasks 100 fold
A newly developed silicon photonic chip turns light-encoded data into instant convolution results. Credit: H. Yang (University of Florida)

A team at the University of Florida has developed a new kind of computer chip that uses light with electricity to perform one of the most power-intensive parts of artificial intelligence—image recognition and similar pattern-finding tasks. Using light dramatically cuts the power needed to perform these tasks, with efficiency 10 or even 100 times that of current chips performing the same calculations. Using this approach could help rein in the enormous demand for electricity that is straining power grids while enabling higher performance AI models and systems.

Artificial intelligence (AI) systems are increasingly central to technology, powering ...

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Solar breakthrough — hotter panels mean better storage

Solar breakthrough—hotter panels mean better storage
Schematic of PEC cell setup composed of a c-Si device based on a pn+-junction and coated with a 10 nm Pt layer as a photocathode, a Hg/HgSO4 electrode as a reference electrode, and a carbon rod as the counter electrode. Credit: The Journal of Chemical Physics (2025). DOI: 10.1063/5.0283536

Scientists have uncovered a surprising advantage in next-generation solar technology—the hotter it gets, the better it can store energy. Traditionally, heat has been seen as the enemy of solar power. Standard solar panels lose efficiency as temperatures rise.

But a new study, published in The Journal of Chemical Physics, shows that in special “solar-plus-storage” devices, heat can actually boost performance by speeding up the internal chemical reactions that store energy.

The team studied ...

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Lithium-metal batteries can charge in 12 minutes for an 800km drive

Lithium-metal batteries charge in 12 minutes for 800 km drive
Credit: KAIST

Korean researchers have ushered in a new era for electric vehicle (EV) battery technology by solving the long-standing dendrite problem in lithium-metal batteries. While conventional lithium-ion batteries are limited to a maximum range of 600 km, the new battery can achieve a range of 800 km on a single charge, a lifespan of over 300,000 km, and a super-fast charging time of just 12 minutes.

A research team from the Frontier Research Laboratory (FRL), a joint project between Professor Hee Tak Kim from the Department of Chemical and Biomolecular Engineering, and LG Energy Solution, has developed a “cohesion-inhibiting new liquid electrolyte” original technology that can dramatically increase the performance of lithium-metal batteries...

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Scientists unveil a rubber band that generates electricity from body heat

Chinese scientists unveil a rubber band that generates electricity from body heat
Fabrication and measurement of the intrinsically elastic TEGs. Credit: Nature (2025). DOI: 10.1038/s41586-025-09387-z

A team led by scientists from Peking University has developed a rubber-like material that converts body heat into electricity. This advance could allow the next generation of wearable electronics to generate their own power continuously without the need for bulky batteries or constant recharging.

“Our thermoelectric elastomers combine skin-like elasticity with high energy conversion efficiency, paving the way for next-generation self-powered wearables,” the team said.

The science of thermoelectricity
The new material works on the principle of thermoelectricity, a process where temperature differences create an electrical current...

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