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Beyond Speed: Why Reasoning Needs a Sense of Time

January 8, 2026 by BBG News

Structural unfolding and temporal unfolding represent a fundamental trade-off between causality, generalization, and performance, yet human cognition introduces a critical constraint-time itself functions as a limited resource alongside other cognitive capacities, shaping the degree to which systems can unfold in time.

New research suggests that imbuing AI agents with the ability to dynamically manage their reasoning process – much like human cognition – is key to unlocking superior problem-solving abilities.

Categories Science

Beyond Turing: Teaching AI to Sound Like Us

January 7, 2026 by BBG News

The HAL pipeline establishes a framework for quantifying human-likeness through the identification of relevant traits within conversational exchanges, subsequently learning the importance of these traits via a classification task, and ultimately generating a comprehensive human-likeness score to facilitate alignment assessments.

Researchers have developed a new framework to quantify and instill human-like qualities in artificial intelligence, moving beyond simple task completion to genuinely natural conversation.

Categories Science

Seeing is Knowing: AI Turns Images and Text into Formal Proofs

January 7, 2026 by BBG News

Across both mathematical and physical domains, five representative models demonstrate varying performance in autoformalization, as quantified by compilation accuracy and confirmed through human verification.

Researchers have developed a new framework that leverages the power of artificial intelligence to translate visual and textual information into rigorously verifiable logical statements.

Categories Science

The AI Interview Gap: When Automation Meets Applicant Experience

January 7, 2026 by BBG News

The study employed thematic analysis of Reddit discussions and interview data to address a central research question, seeking to understand underlying patterns within user-generated content and lived experiences.

A new study examines the disconnect between expectations and reality in AI-driven hiring, revealing how current systems often undermine candidate agency and satisfaction.

Categories Science

Beyond Personhood: The Legal Status of Superintelligent Machines

January 7, 2026 by BBG News

As artificial intelligence rapidly advances, the question of legal responsibility and moral standing for truly intelligent systems demands a critical re-evaluation of existing legal frameworks.

Categories Science

When Robots Listen: Securing the Future of AI-Powered Machines

January 7, 2026 by BBG News

Backdoor attacks targeting large language model-driven robotics represent a critical vulnerability, wherein subtle manipulations of input prompts can induce unintended and potentially hazardous robot behaviors, exploiting the LLM’s reliance on statistical correlations rather than robust semantic understanding of the physical world and task objectives [latex] \implies [/latex] a deviation from predictable, safe operation.

As large language models increasingly take the reins of physical robots, a critical need emerges to understand and mitigate the unique security vulnerabilities this integration creates.

Categories Science

The Mathematics of Will: Modeling Self-Determined Action

January 7, 2026 by BBG News

A new mathematical framework proposes how agency can arise from physical systems without violating deterministic laws.

Categories Science

Seeing Beyond the Surface: Holotomography’s Rise in Biological Imaging

January 7, 2026 by BBG News

Holotomography is rapidly evolving from a niche morphometric technique into a powerful, AI-driven platform for label-free, 3D multimodal phenotyping across diverse biological applications.

Categories Science

Can AI Actually Discover New Science?

January 7, 2026 by BBG News

Claims of scientific breakthroughs by large language models are raising questions about the rigor of AI-driven discovery and the need for verifiable evidence.

Categories Science

Beyond Autonomy: Designing Vehicles for Everyone

January 7, 2026 by BBG News

A new scoring system prioritizes the lived experiences of people with disabilities to shape the future of automated vehicle accessibility.

Categories Science
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