Researchers baked 3x inference speedups directly into LLM weights — without speculative decoding

Researchers from the University of Maryland, Lawrence Livermore, Columbia and TogetherAI have developed a training technique that triples LLM inference speed without auxiliary models or infrastructure ...
Morning Overview on MSN

Ultrafast quantum chemistry engine could turbocharge new drugs and materials

Researchers at Oak Ridge National Laboratory have won the Gordon Bell Prize, the highest honor in high-performance computing, for quantum chemistry calculations on the Frontier supercomputer that ...

WiMi Studies Hybrid Quantum-Classical Inception Neural Network Model for Image Classification

WiMi Hologram Cloud Inc. (NASDAQ: WiMi) (WiMi or the Company), a leading global Hologram Augmented Reality (AR) Technology ...
Microsoft

Project Silica’s advances in glass storage technology

Project Silica introduces new techniques for encoding data in borosilicate glass, as described in the journal Nature. These ...
Opinion

‘Mother Mary Comes to Me’: In Arundhati Roy’s memoir, the family is the first State

Reducing Arundhati Roy's memoir to a daughter's impressions of her mother is to discount the Booker-winning author's activism ...
Frontiers

Octant overlapping and angle-energy group expanded KBA parallelism of three-dimensional discrete ordinate method

1 State Key Laboratory of Thorium Energy, Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai, China 2 University of Chinese Academy of Sciences, Beijing, China Introduction: ...
IEEE

Fast-Parallel Singular Value Thresholding for Low-Rank Analysis With Small Columns Matrices

Abstract: This paper proposes a fast-parallel method for singular value thresholding, aimed at low-rank analysis of many small matrices. In low-rank analysis, the problem of regularizing the nuclear ...
marktechpost

ParaThinker: Scaling LLM Test-Time Compute with Native Parallel Thinking to Overcome Tunnel Vision in Sequential Reasoning

Why Do Sequential LLMs Hit a Bottleneck? Test-time compute scaling in LLMs has traditionally relied on extending single reasoning paths. While this approach improves reasoning for a limited range, ...
Forbes

Why ‘Parallel Play’ Is The Ultimate Couple Skill, By A Psychologist

Has your partner been worried you're not spending enough time together? Here’s how ‘parallel play’ can be a sustainable way to keep the connection alive. Often what strains a relationship isn’t a lack ...
Medical Xpress

Parallel use of nine molecular methods yields timely, personalized treatment options for complex cancers

Every tumor is unique. This makes it difficult to find the most effective therapy for treatment. The Tumor Profiler Center of the University Hospital Zurich, the University of Zurich, ETH Zurich and ...
marktechpost

LLMs Can Now Reason in Parallel: UC Berkeley and UCSF Researchers Introduce Adaptive Parallel Reasoning to Scale Inference Efficiently Without Exceeding Context Windows

Large language models (LLMs) have made significant strides in reasoning capabilities, exemplified by breakthrough systems like OpenAI o1 and DeepSeekR1, which utilize test-time compute for search and ...