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The Rise of Self-Managing Data Pipelines

November 11, 2025 by BBG News

The Dataforge system embodies a framework built not to resist entropy, but to channel it, structuring information as a mutable landscape rather than a static monolith.

New research details a platform that automatically converts raw data into formats ready for artificial intelligence, minimizing the need for human intervention.

Categories Science

Mimicking Muscle: A Robot Learns to Move with Precision

November 11, 2025 by BBG News

Simulation reveals consistent errors in estimated muscle length across all articulated joints – the shoulder, elbow, forearm, and wrist – indicating a systemic limitation in the model’s biomechanical fidelity.

Researchers demonstrate a data-driven control system that enables a bio-inspired robotic arm to achieve robust and accurate movement.

Categories Science

Can AI Explore Science Without Being Told What to Find?

November 11, 2025 by BBG News

The station’s internal architecture utilizes a Fourier-based system, suggesting an underlying organizational principle rooted in frequency analysis.

A new digital environment allows artificial intelligence agents to independently investigate scientific questions and uncover unexpected insights.

Categories Science

Swimming with the Machine: A New Approach to Underwater Exploration

November 11, 2025 by BBG News

The initial prototype demonstrates a design for tail oscillation, a mechanism subject to the inevitable entropy of repeated motion yet poised to reveal the delicate balance between controlled movement and eventual degradation.

This research details the development of a bio-inspired, underactuated robot designed for efficient and simplified underwater navigation.

Categories Science

Teamwork for AI Scientists: A New Path to Discovery

November 11, 2025 by BBG News

A system iteratively evolves solutions through a collaborative process—beginning with human-defined problems and requirements, then leveraging specialized agents to propose, evaluate, and refine solutions—with each iteration informed by the results of its predecessors.

A collaborative AI framework unlocks novel modeling strategies in scientific machine learning by mimicking the power of distributed expertise.

Categories Science

Securing the Autonomous: A Cybersecurity Audit Guide

November 11, 2025 by BBG News

A structured taxonomy organizes potential threats to autonomous systems by domain, revealing a comprehensive framework for understanding systemic vulnerabilities.

A comprehensive framework for assessing and mitigating the unique cybersecurity risks facing self-governing systems.

Categories Science

Seeing is Building: AI Guides Hands-On Assembly

November 11, 2025 by BBG News

Augmented reality assembly systems leverage object recognition to bridge the gap between digital instruction and physical manipulation, hinting at a future where machines don’t simply <i>do</i> but <i>understand</i> what is being built.

An AI-powered vision system offers step-by-step assistance for physical assembly tasks, bridging the gap between digital instructions and real-world creation.

Categories Science

Navigating Clutter: A Smarter Way for Robots to Manipulate Objects

November 11, 2025 by BBG News

Through varied scenarios—including part delivery, ceiling installation, rebar assembly, rescue operations amidst unstable rock formations, and beam transportation—the system demonstrates a capacity for navigating complex environments, indicated by the swept volume of robotic manipulation as it transitions from initial to goal configurations.

A new motion planning framework empowers robots to deftly handle elongated objects in complex, crowded spaces.

Categories Science

Learning Power System Dynamics with Neural Operators

November 11, 2025 by BBG News

The architecture, layering multiple DeepONets in sequence, reflects an attempt to model increasingly complex relationships—a predictable escalation in computational effort driven by the enduring human belief that more detail inevitably yields greater accuracy.

A new approach leverages physics-informed neural networks to model complex power system components with unprecedented speed and accuracy.

Categories Science

Squishy Drones: A New Breed of Agile, Resilient Robots

November 10, 2025 by BBG News

Inspired by the nuanced mechanics of natural flight, FlexiQuad demonstrates a departure from conventional quadrotor design through the integration of anisotropic, soft materials—allowing for extreme in-plane flexibility, even compression by fragile forces, while strategically decentralizing mass to maintain critical out-of-plane rigidity and hinting at a system that prioritizes graceful deformation over absolute resistance to the inevitable pressures of operation.

Inspired by nature, researchers have developed a soft quadrotor that can squeeze through tight spaces and withstand impacts.

Categories Science
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