Papers

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A Deterministic Algorithm that Outpaces Dijkstra on Sparse Graphs

In an arXiv preprint, Breaking the Sorting Barrier for Directed Single-Source Shortest Paths , authors Ran Duan, Longhui Yin et al, present the first deterministic algorithm that beats the classic O (...

algorithms graph algorithms shortest paths theory

Aug 28, 2025

0 5280

QuArch Puts AI Agents to the Test on Computer Architecture

Computer architecture is having an AI moment. Yet despite rapid progress in agentic tooling for coding and verification, hardware-centric knowledge remains stubbornly hard for language models to maste...

AI benchmarking Artificial Intelligence computer architecture Computer Science

Aug 28, 2025

0 726

AI-Powered Discovery of Novel CRISPR-Cas12a Protein Clades Using Large Language Models

A groundbreaking study published in Nature Communications by researchers from Zhejiang Lab, Shanghai Jiao Tong University, and ShanghaiTech University has leveraged large language models to systematic...

AlphaFold2 Cas12a CRISPR ESM metagenomics molecular diagnostics protein engineering

Aug 25, 2025

0 1375

Forecasting-Driven Kubernetes Autoscaling With Prophet + LSTM

Researchers Pasan Bhanu Guruge and Y.H.P.P. Priyadarshana propose a proactive autoscaling framework for Kubernetes that combines Facebook Prophet and Long Short-Term Memory (LSTM) forecasting to predi...

autoscaling kubernetes lstm prophet time-series

Aug 20, 2025

0 2926

From Acoustics to Words: How a Unified Embedding Space Mirrors the Brain in Natural Conversation

Language in the wild is messy and continuous. People interrupt, pause, speak over each other, and weave context over minutes and hours. The paper by Goldstein et al. takes this complexity seriou...

ECoG encoding models language neuroscience multimodal embeddings speech comprehension speech production Whisper

Aug 20, 2025

0 1089

PASS Puts Probabilities on Agentic Workflows for Safer, Adaptive Chest X-ray AI

Chest X-rays are fast, cheap, and ubiquitous, but reading them well demands careful multi-structure reasoning. The paper PASS introduces a multimodal agentic system that treats chest X-ray (CXR) analy...

agentic systems CXR medical AI multimodal radiology reinforcement learning

Aug 19, 2025

0 946

A Biocompatible Lossen Rearrangement in Escherichia coli: Turning Plastic Waste into Medicine

In a landmark study published in Nature Chemistry ( Johnson et al., 2025 ), researchers from the University of Edinburgh and AstraZeneca have demonstrated a biocompatible version of the Lossen rea...

BioChemistry recycling

Aug 19, 2025

0 1298

Story2Board: Training-Free Storyboards With Cinematic Consistency

A new paper from researchers at Hebrew University, OriginAI , and Bar-Ilan University introduces Story2Board , a training-free framework for generating multi-panel storyboards that keep character...

Aug 19, 2025

0 517

PH-LLM Turns Wearable Data into Practical Sleep and Fitness Coaching

Wearables now collect rich sleep and activity data, but most users still struggle to translate those numbers into helpful actions. A new study in Nature Medicine presents the Personal Health Lar...

AI healthcare Artificial Intelligence Large Language Models

Aug 16, 2025

0 6787

SmallThinker: Bringing Powerful Language Models to Local Devices

Researchers from Shanghai Jiao Tong University’s Institute of Parallel and Distributed Systems, the School of Artificial Intelligence, and Zenergize AI introduced SmallThinker : a family of large lang...

AI Models AI training reinforcement learning

Aug 16, 2025

0 3542

Teaching AI to Teach: Sakana AI's New Approach to Training Reasoning Models

Introduction: The High Cost of AI Reasoning Training large language models (LMs) to reason like humans is one of the biggest challenges in AI today. The current state-of-the-art method, reinforcement ...

Aug 16, 2025

0 3047

Introducing LiveMCPBench: Evaluating Models on Large Tool Set Usage

A new arXiv preprint, LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools , from the Chinese Academy of Sciences and UCAS, introduces a benchmark to test AI agents in realistic tool-rich environme...

AI benchmarking AI tools Artificial Intelligence MCP MCP Server

Aug 13, 2025

0 2288

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