Friday, October 6, 2023

Tiny Language Models Thrive With GPT-4 as a Teacher

Math and Science News from Quanta Magazine
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NEURAL NETWORKS | ALL TOPICS

 

Tiny Language Models Thrive With GPT-4 as a Teacher

By BEN BRUBAKER

To better understand how neural networks learn to simulate writing, researchers trained simpler versions on synthetic children's stories.

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OPTICS

 

Physicists Who Explored Tiny Glimpses of Time Win Nobel Prize

By CHARLIE WOOD

The development of attosecond pulses of light allowed researchers to explore the frame-by-frame movement of electrons.

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Related: 
Alchemy Arrives in a Burst of Light

By Philip Ball (2020)

IMMUNOLOGY

 

Nobel Prize Awarded to mRNA Vaccine Scientists

By YASEMIN SAPLAKOGLU

Katalin Karikó and Drew Weissman made discoveries that led to the development of mRNA vaccines, such as those that protect against Covid-19.

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Related: 
What Has Covid-19 Taught Us About Vaccines?

From "The Joy of Why" podcast

CHEMISTRY

 

Nobel Prize Honors Inventors of 'Quantum Dot' Nanoparticles

By YASEMIN SAPLAKOGLU

The Nobel Prize in Chemistry has been awarded to three researchers who harnessed the quantum behaviors of semiconductor nanocrystals.

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Related: 
Qubits Can Be as Safe as Bits, Researchers Show

By Mordechai Rorvig (2022)

Around the Web

It's a Vibe
Baryon acoustic oscillations — fluctuations in the density of matter in the universe — started out tiny. Then, when the universe expanded, they grew to create the large-scale structure of the universe. For BBC, Patchen Barss explains what the fluctuations can tell us about inflation and dark energy. They are apparent in the ancient light emitted when our universe was just 380,000 years old. In 2020, Charlie Wood explained in Quanta how this "cosmic microwave background" reveals details about dark matter and dark energy.

Bridge Construction
The Langlands program connects seemingly unrelated branches of mathematics. The mathematician Edward Frenkel explains this pursuit of the "grand unified theory of mathematics" for Numberphile. In a 2022 video for Quanta, the mathematician Alex Kontorovich explained how the Langlands program has enabled novel solutions to old problems.
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