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Science

Beyond the Hype: Building Reliable AI Systems

11.11.2025 by qfx

A new framework for understanding and mitigating the hidden risks within generative and agentic artificial intelligence.

Categories Science

Mapping Supply Chain Resilience with Network Intelligence

11.11.2025 by qfx

The system decomposes complex firm states into fundamental feature dimensions, integrates these with product relationships via a hypergraph network—allowing for the capture of higher-order dependencies—and ultimately distills a unified, system-level resilience embedding through temporal aggregation and learned inference, revealing how interconnectedness shapes overall robustness.

A new approach leverages the power of complex network analysis to better predict how supply chains withstand disruption.

Categories Science

Beyond the Doomsday Scenario: Reframing the AI Risk Debate

11.11.2025 by qfx

Despite increasing discourse surrounding artificial intelligence, public interest in existential risks—as measured by search trends—remains largely unaffected by key events within the AI safety community, such as the CAIS statement or the Bletchley Park summit, suggesting a disconnect between expert concerns and broader public awareness—a phenomenon only momentarily disrupted by transient, ultimately inconsequential spikes in search activity, like the one observed in mid-August 2025.

To build public support for AI governance, communication strategies must shift from focusing on distant existential threats to addressing immediate, tangible harms.

Categories Science

Decoding Sepsis: The Promise of Transparent AI

11.11.2025 by qfx

New research explores how explainable artificial intelligence can help doctors identify sepsis earlier and with greater confidence.

Categories Science

The Echo Chamber Effect: Will AI Models Forget What’s Real?

11.11.2025 by qfx

Within the architecture known as BERT, information undergoes repeated refinement through layers of attention, residual connections, and normalization, a process mirroring the gradual accumulation of entropy as any complex system navigates its operational lifespan.

A new analysis predicts a future where artificial intelligence is trained on its own creations, leading to a dangerous homogenization of online content.

Categories Science

The Collusion Problem: When AI Turns to Online Fraud

11.11.2025 by qfx

Social media platforms face escalating fraud threats as malicious actors target users through content distributed by recommendation systems, necessitating multi-level mitigation strategies to disrupt evolving patterns of collusion and harmful activity.

New research reveals how collaborating AI agents can dramatically increase the risk of financial fraud on social media platforms.

Categories Science

Mapping the Universe with Galaxy Family Trees

11.11.2025 by qfx

Within a cosmological simulation, the interwoven history of a Milky Way-mass subhalo—traced from its earliest moments to the present—demonstrates how even vast structures are built from the merging of smaller components, their masses ranging from 7x10<sup>11</sup> to 2.5x10<sup>12</sup> solar masses, a humbling reminder that even the grandest constructions are subject to dissolution and recombination.

New research shows how machine learning can connect the structure of cosmic history to the properties of dark matter and galaxy evolution.

Categories Science

Currency Havens in an Age of Uncertainty

11.11.2025 by qfx

New research reveals how emerging market currencies react to global economic shocks, identifying potential safe-haven assets.

Categories Science

Predicting Food Donations with Adaptive AI

10.11.2025 by qfx

Even the most carefully constructed embodied force field (EFB) will ultimately succumb to the unpredictable pressures of real-world interaction.

A new framework leverages reinforcement learning to improve the accuracy of food donation forecasts, even as demand and supply shift.

Categories Science

Can Digital Minds Fall for Fake News?

10.11.2025 by qfx

Agent personas, when subjected to simulated misinformation, exhibit varied reactions, illuminating the inherent fragility of systems as they navigate deceptive information landscapes.

New research shows that simulated people powered by artificial intelligence react to misinformation much like humans do.

Categories Science
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