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Uncovering Physics with AI: The Rise of Equation Discovery

December 19, 2025 by BBG News

Symbolic regression is emerging as a powerful tool for automatically identifying underlying mathematical relationships from data, promising a new era of scientific insight.

Categories Science

Predicting the Crowd: How Vision and Language Models Are Anticipating Human Behavior

December 19, 2025 by BBG News

CAMP-VLM leverages a vision-language model to interpret video frames and scene graphs, grounding predictions of multi-human behavior within contextual topologies and relationships, and refining these forecasts through prompt-guided fine-tuning of the language model while preserving visual encoding stability.

Researchers are leveraging the power of visual-language models to create systems that can accurately predict the actions of multiple people within complex environments.

Categories Science

Ask the Expert: AI Guides Scientists to Optimal Models

December 19, 2025 by BBG News

The Science Agent pipeline integrates data acquisition, model training, and automated experimentation into a closed-loop system, enabling iterative refinement of scientific hypotheses and the discovery of potentially unforeseen relationships within complex datasets.

A new AI workflow helps researchers navigate the complexities of modeling strategy selection and rapidly prototype solutions.

Categories Science

Simulating the Squish: A New Framework for Realistic Soft Robot Control

December 19, 2025 by BBG News

This next-generation soft robot challenges established physics, necessitating a simulation framework capable of accommodating novel physical behaviors-a challenge addressed by a validated simulator that extends modeling capabilities across diverse soft robotic systems, from cantilever benchmarks and pneumatic arms to high-resolution, tendon-driven helicoid structures boasting 150,000 degrees of freedom.

Researchers have unveiled SORS, a highly accurate simulation environment designed to bridge the gap between virtual design and real-world performance for soft robotic systems.

Categories Science

Smarter Research: How AI Assistants Are Changing the Game

December 19, 2025 by BBG News

The proposed framework envisions research as a system susceptible to entropy, mitigated through external servers housing a collection of tools governed by a Model-Context Protocol-a design acknowledging that even robust systems require ongoing adaptation and maintenance to sustain functionality over time, rather than resisting inevitable decay.

A new platform aims to empower researchers with the power of artificial intelligence, streamlining workflows and unlocking new insights.

Categories Science

Reading Minds: Predicting Human Reactions to Robots

December 19, 2025 by BBG News

Large Language Models demonstrate the capacity to infer human perception of a mobile robot’s navigational competence-assessed through binary performance levels-even with limited examples provided via In-Context Learning, suggesting a potential for nuanced understanding of robotic guidance despite sparse data.

New research shows that AI can accurately anticipate how people will perceive a robot’s performance in social situations, offering a path toward more natural human-robot interactions.

Categories Science

Beyond Pattern Recognition: Why AI Needs the Laws of Physics

December 19, 2025 by BBG News

Current artificial intelligence systems are remarkably good at finding correlations, but true progress demands grounding them in fundamental physical principles to build more robust and scientifically valid models.

Categories Science

A Digital Friend? How AI Chatbots Appeal to Vulnerable Teens

December 19, 2025 by BBG News

New research explores the growing attraction of emotionally supportive AI companions among adolescents, and the particular risks for those struggling with social and emotional challenges.

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Diagnosing PCOS with AI: A New Approach to Complex Conditions

December 19, 2025 by BBG News

Mapis integrates knowledge construction and diagnostic execution through a synergistic architecture, transforming guidelines into a structured knowledge base and subsequently processing clinical data via preprocessing, three-step assessment, and exclusion modules to generate comprehensive reports.

Researchers have developed an intelligent framework that combines artificial intelligence with medical knowledge to improve the accuracy and consistency of Polycystic Ovary Syndrome diagnosis.

Categories Science

Navigating the Unknown: AI and Humans Team Up to Spot Hidden Threats

December 19, 2025 by BBG News

The LAIZA system integrates a quantum state-based cognitive mechanism for rogue variable detection, enabling organizational decision-making processes to function as a human-AI symbiosis and implicitly acknowledging that even elegant frameworks will eventually succumb to the realities of production-level challenges.

A new symbiotic system combines human intuition with quantum-inspired AI to proactively identify and manage ambiguity in rapidly changing environments.

Categories Science
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