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Beyond the Algorithm: How Students Really Trust AI Learning Tools

December 22, 2025 by BBG News

New research reveals that student acceptance of AI-powered learning assistants isn’t just about technical accuracy, but deeply rooted in psychological factors.

Categories Science

Cooperative Robots: Smarter Scheduling for Human-Robot Teams

December 22, 2025 by BBG News

A mobile manipulator confronts the inherent complexity of task sequencing, necessitating a strategic evaluation of station visitation order and precise base positioning to optimize operational efficiency-a problem framed not as solvable, but as a continuous negotiation with inevitable logistical compromises.

New research details a simulation framework for optimizing the movements and task order of mobile robots working alongside humans, boosting efficiency and safety.

Categories Science

The Logic of Intelligence: Building AI with Competitive Coding

December 22, 2025 by BBG News

A new framework proposes that artificial intelligence can be advanced by framing concept formation as a search for stable, communicable representations achieved through competitive optimization of information structures.

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The Human Spark in AI Collaboration

December 22, 2025 by BBG News

New research reveals how people and language models co-create, demonstrating that human creativity remains central even as AI adapts to our emotional cues.

Categories Science

Busy Signals: How Robots Can Get Your Attention (and Your Order Right)

December 22, 2025 by BBG News

Following an initial gesture of deference-a slight bow-the robot subtly reorients a cup towards the user, enacting a nuanced communication of service intention through spatial positioning.

New research explores how service robots can effectively communicate with customers who are already occupied, improving both order accuracy and the overall user experience.

Categories Science

When AI Systems Collide: Navigating the Risks of Complex Interactions

December 22, 2025 by BBG News

The study elucidates a landscape of artificial intelligence approaches, demonstrating how diverse methodologies-ranging from symbolic reasoning to connectionist systems and Bayesian networks-each represent a distinct paradigm in the pursuit of intelligent computation, with their efficacy often determined by the inherent structure of the problem being addressed and the available computational resources, as formalized by the no-free-lunch theorem: $f(x) = \sum_{i=1}^{n} w_i \phi_i(x)$, where $w_i$ are weights and $\phi_i(x)$ are feature functions.

As artificial intelligence becomes increasingly interwoven into critical infrastructure, understanding the potential for systemic failures arising from interactions between multiple AI agents is paramount.

Categories Science

A Helping Paw: Robots Learn to Connect with Seniors

December 22, 2025 by BBG News

The quadruped robot demonstrates foundational movement through the execution of three gesture primitives, establishing a basis for more complex locomotive behaviors.

Researchers are developing intuitive gesture control and expressive behaviors for quadruped robots to provide companionship and assistance to older adults.

Categories Science

Bridging the Gap: When AI Learns to Wait

December 22, 2025 by BBG News

The inherent asynchrony between an agent’s cognitive processing and real-world timing introduces a temporal alignment problem, traditionally addressed through costly periodic checks or obscured by tasks where generation time naturally masks latency; however, this work proposes actively predicting an optimal sleep duration-$T_{sleep}$-to proactively synchronize the agent’s internal clock with physical delays, thereby minimizing misalignment without incurring redundant queries.

New research shows that artificial intelligence can adapt to the unpredictable timing of real-world systems by learning to anticipate and synchronize with external delays.

Categories Science

Robots That See the Future: Predictive Kinematics for Precise Manipulation

December 22, 2025 by BBG News

GeoPredict employs a learnable framework wherein a large language model transformer predicts multi-timestep 3D keypoint trajectories and future workspace geometry-using future track queries and a voxel decoder, respectively-to provide training-time supervision, ultimately enabling the robot to allocate geometric capacity to relevant interaction regions via track-guided refinement without incurring computational overhead during inference.

A new framework empowers robots to anticipate object motion and plan more accurate, long-horizon actions in complex 3D environments.

Categories Science

Beyond Packets: Identifying IoT Devices by What They Do

December 22, 2025 by BBG News

Network service usage patterns among IoT devices vary considerably, prompting a comparative study of three representation methods-SL, SP, and G-to achieve stable device fingerprinting; while SL representations prove unreliable for devices employing dynamic ports, SP representations, though stabilizing behavior, exhibit sensitivity to usage variations, and G representations, when appropriately parameterized, offer a robust solution to these challenges by balancing granularity and stability.

A new approach analyzes network service access to create robust device fingerprints, offering a more understandable alternative to deep packet inspection.

Categories Science
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