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Unlocking Scientific Data with AI-Powered Discovery

January 6, 2026 by BBG News

ScienceDB AI demonstrates competitive performance against two agent-based recommendation systems in a case study, highlighting its efficacy in this comparative analysis.

A new agentic system harnesses the power of large language models to dramatically improve how researchers find and utilize valuable datasets.

Categories Science

Robots Learn by Watching: Mastering Two-Handed Tasks from Human Video

January 6, 2026 by BBG News

The DemoBot framework addresses the challenge of robotic bimanual skill acquisition by translating single visual demonstrations into executable robot trajectories, a process achieved through a data processing module that distills human motion into structured priors and a corrective residual reinforcement learning module that refines these priors with learned corrective actions [latex]\Delta a[/latex], enabling the robot to adapt to physical dynamics not present in the initial visual data and ultimately complete the demonstrated task.

A new framework allows robots to acquire complex manipulation skills by simply observing a single human demonstration, bridging the gap between human dexterity and robotic control.

Categories Science

Mirror Worlds: AI-Powered Digital Twins and the Future of Prediction

January 6, 2026 by BBG News

This work introduces a four-stage lifecycle for digital twins, evolving from physics-informed descriptions of the physical world to autonomous management through agentic AI powered by large language models, enabling predictive intervention and optimization across diverse application domains via generative AI-driven synchronization with digital simulators.

This review explores how artificial intelligence, particularly advanced machine learning techniques, is transforming digital twin technology into powerful systems for simulation, forecasting, and autonomous operation.

Categories Science

StoryBots and Student Spark: How Robots Fuel Classroom Engagement

January 6, 2026 by BBG News

New research shows that interactive, storytelling robots can significantly boost student motivation and learning compared to traditional teaching methods.

Categories Science

Beyond Automation: The Rise of Intelligent Agents

January 6, 2026 by BBG News

The study illuminates how agent AI learns not through isolated mechanisms, but by navigating the complex interplay between those mechanisms, the systems they inhabit, and the foundational models that underpin them-a process suggesting growth rather than construction, and an inevitable acceptance of future systemic shortcomings.

This review explores the rapidly evolving landscape of AI agents, systems capable of perceiving, reasoning, and acting autonomously in complex environments.

Categories Science

Building Common Ground: The Future of Human-Robot Teams

January 6, 2026 by BBG News

A new approach to artificial intelligence emphasizes transparent, shared understanding between humans and robots to enable more reliable collaboration.

Categories Science

Beyond the Algorithm: Reconciling AI and Scientific Understanding

January 6, 2026 by BBG News

A new review argues that while machine learning offers powerful tools for scientific discovery, its true potential lies in synergy with established physical principles, not as a replacement for them.

Categories Science

The Hidden Influences Shaping AI’s Reasoning

January 6, 2026 by BBG News

New research reveals that language models often fail to reveal the contextual factors that shape their answers, raising concerns about the reliability of current AI explanation methods.

Categories Science

Skybound: Intelligent Networks for the Emerging Low-Altitude Economy

January 6, 2026 by BBG News

This review explores how open radio access networks (O-RAN) can unlock the potential of drone-based services in increasingly complex urban environments.

Categories Science

Seeing is Thinking: Boosting AI’s Visual Problem-Solving Skills

January 6, 2026 by BBG News

The reinforcement learning model autonomously develops structured, multistep visual reasoning capabilities-without requiring labeled training data-by prioritizing detailed explanations of image characteristics, such as object representation, grid structure, color, and markings, thereby fostering extended and self-validating chains of thought.

New research demonstrates that improving how AI perceives images is critical to unlocking more complex reasoning abilities.

Categories Science
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