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Teaching Machines, Learning Humans: A New Alignment for Education

December 29, 2025 by BBG News

As artificial intelligence enters the classroom, a collaborative approach-where AI adapts to educational values and learners develop critical engagement skills-is essential for building trustworthy learning environments.

Categories Science

Building AI You Can Trust: A New Approach to Reasoning and Responsibility

December 29, 2025 by BBG News

The system demonstrates a distributed architecture where an agent consortium operates in concert, its actions governed by a dedicated reasoning agent-a structure anticipating inevitable points of failure through inherent complexity.

Researchers are developing a novel architecture for autonomous AI agents that prioritizes both explainability and responsible decision-making.

Categories Science

Sensing the User: Smarter Chatbots Through Mobile Context

December 29, 2025 by BBG News

The framework establishes a complete data flow-from mobile sensing collection and contextual scenario abstraction to personalized dialogue generation-demonstrating a system architecture designed to facilitate context-aware conversational interactions.

A new framework integrates data from smartphone sensors with advanced language models to create chatbots that understand and anticipate user needs.

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Bringing Human Motion to Robots: A New Vision-Based Approach

December 29, 2025 by BBG News

A pipeline reconstructs human motion from monocular video by first extracting per-frame MHR parameters using a frozen SAM 3D Body model, then associating identities across frames with Kalman filtering, and finally estimating physically plausible world-coordinate trajectories through trajectory-level identity and scale locking, sliding-window smoothing, and contact-aware ground optimization before retargeting the motion to a Unitree G1 humanoid robot via a kinematics-aware pipeline.

Researchers have developed a pipeline that translates monocular video of human movement into robot-ready motion data with improved stability and physical realism.

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AI Teams Tackle Drug Design: A New Era for Therapeutics

December 29, 2025 by BBG News

A novel multi-agent AI platform is automating the drug discovery process, integrating vast biological knowledge with predictive modeling to accelerate the development of new therapies.

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The Self-Driving Lab: Unifying Hardware with AI

December 29, 2025 by BBG News

UniLabOS establishes a unified laboratory management system by virtualizing heterogeneous scientific instruments as networked endpoints, structuring resources through a hierarchical tree encoding ownership and a physical graph mapping material pathways, and dynamically registering device capabilities via automated source code inspection-thereby enabling centralized control, AI integration, and streamlined workflow orchestration within a fully digitalized research environment.

A new operating system aims to orchestrate laboratory equipment, bringing the power of artificial intelligence to the entire scientific workflow.

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Data’s New Watchdog: An AI Collective for Web Quality

December 29, 2025 by BBG News

Data flows through a series of validation and remediation agents, forming a processing pipeline where each step systematically addresses and corrects incoming information before it progresses further.

Researchers introduce a novel multi-agent system designed to automatically assess and correct errors in data scraped from the web.

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Navigating the Social Maze: Smarter Robots for Safer Spaces

December 29, 2025 by BBG News

The MAction-SocialNav framework recasts socially aware navigation as a sequential dialogue, where a model-prompted by scene observations and a multi-turn conversational policy [latex]SMCPS_{\mathrm{MCP}}[/latex]-iteratively perceives, predicts, and ultimately ranks executable actions to chart a course through complex environments.

Researchers have developed a new framework to improve how robots understand and react to human behavior during navigation, leading to more natural and safe interactions.

Categories Science

Can AI Code Solve Real Scientific Problems?

December 29, 2025 by BBG News

A new benchmark assesses the ability of large language models to function as coding agents within complex, existing scientific software projects.

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Robots That Explore Together, Stay Together: A New Approach to Path Planning

December 29, 2025 by BBG News

The system consistently generates coherent, balanced routing patterns for robot swarms-ranging in size from four to eight units-across diverse urban landscapes, demonstrating that structural-prior initialization effectively guides movement and preserves load balance even as city density, regional clustering, and geographical complexity vary, suggesting an inherent robustness and scalability in the approach.

A novel algorithm combines the efficiency of ant colony optimization with a structural prior to enable scalable and balanced path planning for multiple robots operating in complex environments.

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