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Bridging the Gap: A New Network Learns from Subtle Human Movement

January 6, 2026 by BBG News

BHaRNet-M integrates a skeletal stream processed by BHaRNet-E with a dedicated RGB stream, the latter benefiting from body-joint guidance-a mechanism that concentrates visual feature extraction on pertinent spatio-temporal regions-to achieve a unified representation.

Researchers have developed a novel neural network architecture that intelligently combines body and hand skeleton data to achieve more accurate recognition of complex human actions.

Categories Science

Beyond Calculation: Building an AI That *Understands* Math

January 6, 2026 by BBG News

Researchers have developed a novel neuro-symbolic architecture that aims to replicate human-like mathematical reasoning, moving beyond simple pattern recognition to true conceptual understanding.

Categories Science

Can We Predict When AI-Generated Code Needs the Most Review?

January 5, 2026 by BBG News

The model effectively prioritizes a select subset of pull requests-identified as the “critical few”-to maximize utility, while simultaneously demonstrating a calibrated prediction of probabilities between expected and observed values.

New research shows that early analysis of code changes created by AI agents can accurately forecast the effort required for effective human review.

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Students Still Prefer Google: AI Tools Lag in Academic Satisfaction

January 5, 2026 by BBG News

A new study reveals that while university students are experimenting with generative AI, traditional search engines remain the preferred resource for research and information gathering.

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Kids and Robots: When Things Go Wrong

January 5, 2026 by BBG News

The child, facing repeated robotic errors, initially attempted increasingly detailed commands and physical proximity, then exhibited frustration and actively sought human assistance before ultimately defaulting to polite repetition accompanied by humorous affect-a progression illustrating the limits of interaction with unreliable systems and a pragmatic shift toward managing social expectations.

New research reveals how children uniquely respond to repeated robot failures, adapting and seeking help in ways that differ from adults.

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Beyond Keywords: Smarter Search for Scientific Papers

January 5, 2026 by BBG News

A framework constructs an academic concept index from documents, then leverages this index to both generate synthetic queries that address uncovered concepts and produce concept-focused snippets-concise views grounded in those concepts-thereby enabling fine-grained matching and a more comprehensive retrieval process.

A new approach leverages academic concepts to refine search queries and better understand document context, leading to more relevant results.

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Smarter Stock Control: How Humans and AI Can Work Better Together

January 5, 2026 by BBG News

A new approach to inventory management combines the reasoning power of large language models with the precision of operations research to dramatically improve efficiency.

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Hidden Intelligence: When Users Don’t Know AI Is Helping

January 5, 2026 by BBG News

AI is increasingly discussed within app reviews, signaling growing user awareness and expectation of artificial intelligence features.

A new study reveals a surprising disconnect between the growing presence of artificial intelligence in everyday mobile apps and user awareness of its influence.

Categories Science

Beyond Brainstorming: AI Teams That Build on Ideas

January 5, 2026 by BBG News

The MIDAS framework establishes a collaborative environment where human ideation is amplified by a distributed network of thirteen specialized AI agents-orchestrated by a central ‘Professor’ agent and linked via persistent ‘Vaults’-across six operational phases, effectively externalizing and accelerating the creative process.

A new agentic AI framework moves past simple idea generation, fostering a collaborative process that unlocks demonstrably more novel and diverse concepts.

Categories Science

From Instructions to Intelligent Programs

January 5, 2026 by BBG News

The system architecture delineates a workflow structured around two phases-Knowledge Declaration and Model Declaration-where automated language model agents interact with directed human actions at decision points to process inputs and generate outputs, embodying a designed process for managed decay and iterative refinement.

A new framework streamlines the creation of neuro-symbolic programs by translating natural language into executable code.

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