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Beyond Single Minds: How Group Dialogue Can Unlock Smarter AI

January 2, 2026 by BBG News

A new approach leverages the power of multi-agent conversation to improve an AI’s ability to tackle complex reasoning tasks.

Categories Science

From Scans to Stories: AI Translates Medical Images into Human-Readable Reports

January 2, 2026 by BBG News

Researchers have developed a system leveraging artificial intelligence to automatically generate preliminary radiology reports from chest X-rays, bridging the gap between machine analysis and clinical interpretation.

Categories Science

Why We Put Things Where We Do: Modeling Human Organizational Habits

January 2, 2026 by BBG News

Participants in the study manipulated virtual objects within a kitchen environment, arranging them by dragging and dropping into designated zones to simulate real-world organizational tasks, with interface specifics detailed in the appendix.

New research identifies key psychological principles governing how people arrange objects, paving the way for robots that understand and adapt to our personal preferences.

Categories Science

AI in the Classroom: Voices from Brazil

January 2, 2026 by BBG News

A study encompassing 346 respondents reveals a nuanced understanding of artificial intelligence in education, demonstrating perceptions span knowledge levels, anticipated benefits, and varying degrees of practical engagement with the technology.

A new study reveals Brazilian teachers’ enthusiastic yet cautious embrace of artificial intelligence in K-12 education, highlighting urgent needs for support and equitable access.

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From Simulation to Reality: Teaching Robots to See and Act

January 2, 2026 by BBG News

Researchers have developed a new method for translating AI-generated video into real-world robotic actions, bypassing the need for extensive task-specific training.

Categories Science

Unifying AI’s Languages: A Path to Smarter Data Processing

January 2, 2026 by BBG News

Hojabr offers a pathway beyond the walled gardens of contemporary platforms, establishing a language for interoperability that anticipates the inevitable fragmentation of systems and hardware architectures.

A new declarative intermediate language aims to bridge the gap between diverse data analytics approaches, paving the way for more efficient and reusable optimization techniques.

Categories Science

Robots Learn by Watching: Building 3D Scene Understanding Through Human Guidance

January 2, 2026 by BBG News

ArtiSG enhances robotic manipulation of objects with complex features-including those possessing subtle details, unusual movement patterns, or visual ambiguity-by drawing upon a stored record of human demonstrations to accurately predict and execute precise 6-DoF trajectories, overcoming the limitations of vision-language models that struggle with such intricacies.

Researchers have developed a new framework that enables robots to construct detailed 3D representations of environments by learning from human demonstrations of how to manipulate objects.

Categories Science

Decoding Battery Failure: A New Approach to Intelligent Diagnosis

January 2, 2026 by BBG News

The BatteryAgent framework establishes a tiered architecture-encompassing physics-based perception, gradient-boosted detection with SHAP-driven attribution, and large language model reasoning-to diagnose battery faults and propose maintenance through a [latex] \text{Numeric-to-Semantic} [/latex] bridge, thereby translating data into actionable insights.

Researchers have developed a framework that combines physical insights with the power of artificial intelligence to pinpoint battery faults with unprecedented accuracy and clarity.

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Robots See in 3D: Real-Time Mesh Generation Powers Agile Manipulation

January 2, 2026 by BBG News

Conventional single-image 3D generation methods impose a fundamental constraint-a reciprocal relationship between reconstruction speed and quality-but this system circumvents that limitation, offering both rapid generation and high fidelity, thereby unlocking possibilities for real-time robotic applications.

A new system delivers high-fidelity 3D models from single images in under a second, unlocking the potential for truly responsive robotic interactions.

Categories Science

Evolving Code, Sharper Predictions: AI Agents Tackle Software Defects

January 2, 2026 by BBG News

Despite a seemingly significant code alteration - the introduction of a race condition - the resulting variant’s embedding remained remarkably close to the benign version, demonstrating how models trained on code history can be easily misled, whereas even a straightforward, single-version classification approach utilizing large language models effectively distinguishes between the two instances.

A new approach uses collaborative AI to predict software flaws by accounting for how code changes over time, overcoming limitations of traditional methods.

Categories Science
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