Translation Process Research
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Assessing Pause Thresholds for empirical Translation Process Research
arXiv:2604.01410v2 Announce Type: replace Abstract: Text production (and translations) proceeds in the form of stretches of typing, interrupted by keystroke pauses. It is often assumed that fast typing reflects unchallenged/automated translation production while long(er) typing pauses are indicative of translation problems, hurdles or difficulties.
Ultra-processed foods may be stealing your focus even if you eat healthy
Ultra-processed foods may be stealing your focus even if you eat healthy - Date: - June 9, 2026 - Source: - Monash University - Summary: - A study of more than 2,100 adults found that eating more ultra-processed foods was linked to poorer attention and slower mental processing, even among people with otherwise healthy diets. Researchers also found higher consumption was associated with increased dementia risk factors, raising concerns about the hidden cognitive costs of heavily processed...
Expedition to Antarctica advances research on potential melanoma treatment
Expedition to Antarctica advances research on potential melanoma treatment Lisa Lock Scientific Editor Andrew Zinin Lead Editor Deep beneath the icy waters surrounding Antarctica, a small marine organism may hold clues to a future cancer treatment. Researchers from USF recently returned from a six-week expedition in one of the most remote environments on Earth to study a species of ascidian, or sea squirt, that contains a bacterium capable of killing melanoma cancer cells. The discovery was...
Autonomous computational catalysis through an agentic research system
arXiv:2601.13508v4 Announce Type: replace-cross Abstract: Autonomous agents are beginning to transform scientific research from tool-assisted workflows toward self-sustaining discovery processes. Computational catalysis provides a representative challenge, as catalyst discovery requires high-level questions to be translated into coordinated model construction, atomistic simulation, mechanistic analysis, and iterative design across multiple scales. Here we introduce CatMaster, a...
Q&A: Are plants the key to solving energy and food crises worldwide?
Q&A: Are plants the key to solving energy and food crises worldwide? Lisa Lock Scientific Editor Andrew Zinin Lead Editor Changing market conditions are increasing the need for cost-effective ways to produce biorenewable chemicals, biofuels and materials that can serve as alternatives to oil-based products. According to Costas Maranas, Robert V. and Gloria H. Waltemeyer Chair and Donald B. Broughton Professor of Chemical Engineering at Penn State, solutions to these problems could come from...
MIRROR: A Multi-Agent Framework with Iterative Adaptive Revision and Hierarchical Retrieval for Optimization Modeling in Operations Research
arXiv:2602.03318v3 Announce Type: replace Abstract: Operations Research (OR) relies on expert-driven modeling-a slow and fragile process ill-suited to novel scenarios. While large language models (LLMs) can automatically translate natural language into optimization models, existing approaches either rely on costly post-training or employ multi-agent frameworks, yet most still lack reliable collaborative error correction and task-specific retrieval, often leading to incorrect outputs. We...
First-of-its-kind AI tool for translating life-saving weather warnings across the US advanced
First-of-its-kind AI tool for translating life-saving weather warnings across the US advanced Gaby Clark Scientific Editor Andrew Zinin Lead Editor Nearly 69 million people in the United States speak a language other than English at home, yet weather warnings have long been issued almost exclusively in English. A new study documents how the National Weather Service is using artificial intelligence to change that, developing a comprehensive translation program that delivers life-saving...
Claude Fable 5
Claude Fable 5 and Claude Mythos 5 Today we’re launching Claude Fable 5: a Mythos-class1 model that we’ve made safe for general use. Fable 5’s capabilities exceed those of any model we’ve ever made generally available.
The Sim-to-Real Gap of Foundation Model Agents: A Unified MDP Perspective
arXiv:2606.07017v1 Announce Type: new Abstract: Foundation model agents are increasingly deployed for real-world decision-making, but suffer from the sim-to-real gap. While robotics and classical control have mature frameworks to address this gap, the foundation model community is treating agent robustness as an entirely novel phenomenon. Our paper proposes formalizing the foundation model agent evaluation and training gap as a classical sim-to-real problem structured entirely around the...
Saturday Citations: Failure to launch; cellular mortality; heavy weather
May 30, 2026 report Saturday Citations: Failure to launch; cellular mortality; heavy weather Chris Packham Author Lisa Lock Scientific Editor Robert Egan Associate Editor Highlights from the last week of May, 2026: A key climate tipping point is disrupting the Arctic Ocean food chain (more of a lowlight, I guess). Scuba-diving tourism may not be the benefit to coral reef systems that we once thought, and might actually be unsustainable.