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Act As a Real Researcher: A Suite of Benchmarks Evaluating Frontier LLMs and Agentic Harnesses in Research Lifecycle
Announce Type: new Abstract: As foundation models advance and agent scaffolding becomes increasingly sophisticated, agents have demonstrated remarkable proficiency in complex, long-horizon coding tasks and even autonomous experiment execution. Despite their evolution from research assistants into autonomous research agents, these systems still exhibit significant limitations in field sensitivity, research ethics, and nuanced scientific judgment. Consequently, frontier agents remain unable to...
Investigating Novice Researchers' Perceptions of Research Privacy Within LLM-Assisted Workflows
arXiv:2606.03248v1 Announce Type: new Abstract: Large Language Model (LLMs)-assisted scholarly workflows introduce critical privacy and intellectual property risks. As a uniquely vulnerable cohort driven by publication pressure and a lack of institutional support, novice researchers rely heavily on public LLMs, compelling them to navigate high-stakes privacy-publication trade-offs. To investigate these concerns, we conducted semi-structured interviews with 44 researchers across diverse...
Upcoming DWP research publications
Upcoming DWP research publications This document provides details of upcoming Department for Work and Pensions (DWP) research publications. Documents Details Find out more about research at DWP. Updates to this page - Announced provisional publication date of June for 'Child Maintenance Service Calculation Research'.
Research at the Environment Agency
Research at the Environment Agency The Environment Agency’s research themes, partnerships and publications. We are committed to strengthening the impact of our knowledge and better integrating science into the heart of everything we do. Our work depends on science and research - whether it’s: - delivering healthier air, land and water to support nature recovery - contributing to sustainable growth - ensuring we are a nation resilient to climate change Research is carried out across the...
AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle
Announce Type: new Abstract: Scientific research has traditionally been human-intensive, requiring researchers to coordinate literature, ideas, experiments, manuscripts, and review responses across long project cycles. The rise of LLM-based scientific agents creates an opportunity to automate this process. Such a system must support the full research lifecycle, maintain structured persistent memory across projects, and improve its own research procedures over time.
Supercomputers alone won’t speed up discoveries without trained researchers, says NSCC chief
Supercomputers alone won’t speed up discoveries without trained researchers, says NSCC chief Singapore’s newest national research supercomputer could improve weather forecasting and advance cancer treatment, but trained users are key to unlocking its full potential, says the National Supercomputing Centre. Training researchers to use supercomputers effectively is becoming a bigger priority for the National Supercomputing Centre (NSCC) than simply building computing infrastructure, said its...
Dual-use research may outgrow national oversight, analysis of 600,000 papers suggests
Dual-use research may outgrow national oversight, analysis of 600,000 papers suggests Sadie Harley Scientific Editor Robert Egan Associate Editor A new analysis of approximately 600,000 research papers reveals structural limits to single-country security oversight of dual-use research and identifies trade-offs that policymakers face when strengthening such oversight. Professor Seokbeom Kwon of the KAIST School of Business and Technology Management has published a large-scale empirical...
Policy recommendations in climate-related research often 'an afterthought', analysis finds
Policy recommendations in climate-related research often 'an afterthought', analysis finds Sadie Harley Scientific Editor Robert Egan Associate Editor Too often, policy recommendations in climate-related research are either an afterthought or stray too far into advocacy, a new analysis has found. Researchers led by the University of Cambridge conducted a systematic review of more than 3,000 scientific papers focused on climate change mitigation and found that recommendations on how to turn...
Birth rate in US is falling, and a new research paper links it to iPhones
A new research paper is offering an unusual explanation for part of the decline in US birth rates: the iPhone. Researchers found that the spread of Apple's smartphone may have played a significant role in reducing fertility rates, especially among teenagers and young adults. The study, published by the National Bureau of Economic Research (NBER), examined how the rollout of the iPhone after its 2007 launch affected birth rates across different parts of the United States.
Great apes: What we know about their cognition, cooperation and curiosity after two decades of research
Great apes: What we know about their cognition, cooperation and curiosity after two decades of research Robert Egan Associate Editor Leipzig Zoo in central Germany is a world-leading center of great ape research. Recent studies have seen chimpanzees there using touchscreen controls to navigate virtual forests and locate food rewards—applying similar techniques to what they would use in the wild. Other research (of which I was part) has investigated chimpanzees' social curiosity.