Simulating Reality: Robots Learn to Manipulate Without Real-World Training
New research demonstrates that large-scale simulation, powered by procedurally generated data, can unlock zero-shot transfer for robotic manipulation tasks.
Science
Beyond Prediction: A Physics-Aware AI Tackles Complex Systems
Researchers have developed a novel AI framework that integrates physical laws with large language models to reason about and forecast the behavior of complex, dynamic phenomena.
The Art of the Prompt: Bridging Intent and Code
A new framework examines how developers are increasingly blending requirements and solutions within prompts to guide AI-assisted coding tools.
Unlocking Pharma’s Data Silos: A Smarter Search Solution
![The architecture defines a system for locating and retrieving information, employing a multi-stage process that begins with initial candidate generation, followed by refinement through a scoring function [latex] f(x) [/latex], and culminating in a ranked list of results optimized for relevance and precision.](https://arxiv.org/html/2603.15623v1/faf.png)
A new AI-powered framework streamlines access to complex pharmaceutical data, accelerating knowledge discovery and informed decision-making.
Beyond Rolling: A Tensegrity Robot Adapts to Unconventional Movement
![Mobile tensegrity robots employing curved-link designs demonstrate significantly greater locomotion speed-when normalized to body lengths per second-than those built with straight-link architectures, as evidenced by comparisons across five published experimental platforms [6, 7, 8, 9, 10].](https://arxiv.org/html/2603.16503v1/Figures/TeXploR_motivation_dyn.png)
Researchers have developed a novel tensegrity robot capable of dynamic locomotion through internal mass shifting and surprisingly resilient behavior.
Designing Proteins with Artificial Intelligence
A new approach uses AI agents to automate complex protein design tasks, highlighting the importance of tailored environments for connecting large language models with specialized scientific software.
Beyond the Wheelchair: A New Era of Robotic Assistance
![The system integrates a quadrupedal [latex]ANYmal[/latex] base with a [latex]Duatic[/latex] robotic arm-equipped with a [latex]Robotiq[/latex] gripper and [latex]Intel[/latex] depth camera-and interfaces it with a human operator via a [latex]QuadStick[/latex] steering device and laptop, effectively extending human control into complex physical challenges as demonstrated during Cybathlon 2024.](https://arxiv.org/html/2603.16772v1/Figures/embodiment.png)
Researchers are exploring quadrupedal robots as a versatile and empowering mobility solution for individuals with limited movement, moving beyond traditional wheelchair-based assistive technology.
Reasoning Together: The Rise of Argumentative AI
A new approach to artificial intelligence focuses on collaborative decision-making, where AI agents engage in reasoned debate with humans rather than simply providing answers.
Soft Robots Get a Grip: Achieving Precision Control in Compliant Systems
New research demonstrates that fully compliant, continuum soft robots can rival the speed and accuracy of traditional rigid robots through innovative modeling and control techniques.
The Rise of AI-Made Science Images: Navigating a New Visual Landscape
As artificial intelligence tools become increasingly capable of generating scientific figures, publishers and researchers are grappling with questions of authenticity, reproducibility, and responsible use.