Memory Becomes the Plan for AI Agents in Science

Glimmers of a future where software not only speaks in confident sentences but actually plans, reasons, and orchestrates real-world labs aren’t just sci‑fi. A team led by Purdue University chemist Gaurav Chopra has built SciBORG, a modular framework that lets large language model (LLM) powered agents plan, reason, and execute long, multi-step scientific tasks while…

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AI’s Tiny Triumph: Guiding Radioactive Needles with Microscopic Precision

Imagine a microscopic dance, a precise ballet of radiation, targeting a tumor with the grace of a surgeon’s scalpel. This is the essence of brachytherapy, a cancer treatment where radioactive sources are carefully placed near tumors. While incredibly effective, planning this procedure is incredibly challenging and time-consuming –– until now. Researchers at Leiden University Medical…

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Calibrated 3D maps bloom from random starts

In the world of computer vision, turning a handful of photos into a believable map of the world is like assembling a city skyline from silhouettes. The problem is not just about finding where all the buildings stand, but about knowing what the buildings’ sizes and angles really are. If you don’t know exactly how…

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The four-loop puzzle: Untangling quantum field theories

A New Four-Loop Calculation: Peering Deeper into the Quantum Realm Quantum field theories (QFTs) are the fundamental language of particle physics, describing how particles interact at the most basic level. Think of them as incredibly detailed recipes for the universe, specifying how different ingredients (particles) combine to form all the phenomena we observe. One crucial…

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When Crime Claims Territory Violence Quietly Follows

Invisible Borders in the Underworld We tend to think of property rights as a hallmark of civilization—legal titles, deeds, and courts that keep disputes from turning violent. But what happens when the law steps aside? In the shadowy world of organized crime, especially in urban drug markets, property rights don’t vanish; they morph into informal,…

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When hazy microscope images meet guided math

In biology labs around the world, the humble light microscope is a constant companion. It’s quick, cheap, and can reveal the tiny architecture of a cell, a neuron, or a budding organoid. But the very physics that makes it accessible also makes it hard to trust what you see. Widefield microscopes, the kind that sit…

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AI Fails to Grasp Populism’s Nuances: Trump’s Rhetoric Reveals AI’s Limits

Can artificial intelligence truly understand the subtleties of human politics? A new study from the University of Copenhagen, led by Ilias Chalkidis, Stephanie Brandl, and Paris Aslanidis, throws cold water on that idea. Their research delves into the surprisingly complex task of using AI to identify populism in political speech, revealing unexpected limitations in even…

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A New Algebra Rewrites How We Understand 3D Fractons

Three-dimensional quantum matter hides strange creatures called fractons, excitations so oddly tethered to their surroundings that they barely move unless they team up with others. In the wild world of fracton phases, some particles can glide within planes, others crawl along lines, and some are stuck unless they’re joined with the right partners. The paper…

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Is Our Galaxy Teeming with ‘Second Earths’?

The Hunt for Habitable Worlds: A Cosmic Treasure Hunt Imagine a vast, star-studded ocean, each star a sun potentially harboring planets. For decades, we’ve known exoplanets exist, worlds orbiting distant suns. But finding truly Earth-like planets — those with conditions potentially suitable for life — remains a holy grail of astronomy. A new report from…

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A Single Petawatt Laser Sparks MeV Gamma Beams

Physicists are chasing gamma rays bright enough to cut through copper, yet produced in a device small enough to fit in a university lab. The latest result from a multinational team led by E. Gerstmayr at Queen’s University Belfast shows that a single petawatt‑class laser can, in a span of tens of femtoseconds, conjure a…

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