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Building Robots Just Got Easier

November 10, 2025 by BBG News

The remotely operated vehicle, a product of Blue Robotics, demonstrates a scalable platform for underwater exploration and data acquisition, embodying principles of modular design and efficient hydrodynamic operation.

A new system aims to streamline software development and deployment for robotics and AI, tackling long-standing reproducibility issues.

Categories Science

Uncovering Cause and Effect in Biomedical Data

November 10, 2025 by BBG News

The system seeks to understand underlying causal structures, acknowledging that representation itself is not a static capture, but an evolving model subject to the inevitable entropy of complex relationships.

New methods are emerging to map relationships between variables and build more robust, interpretable AI for healthcare.

Categories Science

Soft Robots Navigate Delicate Environments with Force-Aware Mapping

November 10, 2025 by BBG News

The system establishes force safety through a provable mapping of polygonal environmental deformations—defined by inward normals—into the robot’s configuration space, efficiently querying for safe trajectories by inflating obstacles with the manipulator’s dimensions and computing alpha shapes to represent feasible configurations.

New research enables safer, more intuitive manipulation for soft robots by predicting potential collisions and force limits in real time.

Categories Science

AI Learns to Spot the Unseen: Diagnosing Rare Brain Diseases

November 10, 2025 by BBG News

A novel diagnostic system dissects the boundaries of medical knowledge retrieval, coordinating agents to integrate external data and achieve a 10.2% accuracy increase in rare disease diagnosis—a demonstrable improvement over conventional methods achieved by actively challenging baseline limitations.

A new AI framework leverages medical knowledge and image analysis to improve the detection of difficult-to-diagnose neurological conditions.

Categories Science

Robots Learn by Watching: A New Vision for Manipulation

November 10, 2025 by BBG News

Data gleaned from robotic systems and accompanying video streams inform a retrieval framework, revealing the inherent capacity to extract nuanced information as systems evolve and degrade.

This research presents a framework enabling robots to learn complex manipulation skills by retrieving and applying knowledge from human demonstration videos.

Categories Science

Planning with Logic: The Rise of Reasoning Agents in Urban AI

November 10, 2025 by BBG News

Artificial intelligence fundamentally transforms urban planning through a dual capacity: it performs predictive analyses and, crucially, furnishes explicit reasoning alongside recommendations, thereby moving beyond simple output to informed decision support.

Moving beyond prediction, a new approach to city planning leverages AI agents that can justify their decisions and collaborate effectively.

Categories Science

The Collaborative Future: Teaching Robots Through Mutual Understanding

November 10, 2025 by BBG News

A hierarchical master-apprentice model contrasts sharply with a self-improving loop, suggesting that sustained, autonomous refinement—rather than prescribed instruction—defines a fundamentally different trajectory for system evolution.

A new framework enables robots and humans to learn from each other, building a shared understanding for more effective teamwork.

Categories Science

Smarter Science: Automating the Search for Better Experiments

November 10, 2025 by BBG News

Collective perception isn’t about singular understanding, but an augmented retrieval process where shared observation subtly reshapes the landscape of what is known, inevitably prioritizing some perceptions over others.

A new framework leverages community knowledge to help researchers quickly identify the most relevant datasets and baseline models for their work.

Categories Science

Beyond Pairwise Relationships: Discovering Complex Causality

November 10, 2025 by BBG News

Hypergraph distinctions, rooted in underlying Directed Acyclic Graph (DAG) structure, reveal that current Conditional Additive Markov (CAM) and Additive Noise Model (ANM) assumptions represent limited perspectives; a more comprehensive framework—the Hypergraph DAG (HDAG)—effectively integrates both as special cases, offering a unified understanding of system behavior.

A new framework models higher-order interactions to reveal causal structures hidden from traditional methods.

Categories Science

Infinite Data for Robotic Hands

November 10, 2025 by BBG News

New simulation techniques are enabling robots to learn complex manipulation skills without needing endless real-world training.

Categories Science
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