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Editorial illustration: ai benchmarks and real world use. Editorial illustration. Not a research image, anatomical diagram or photograph of a tested product.
AITechnology & Discovery

AI Benchmarks: Why a High Test Score Is Not a Complete Product Evaluation

May 15, 2026 Science Chronicle

An AI system can achieve a high score on a benchmark and still perform poorly on a task that matters to you. That does not make benchmarks useless. It mea

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Editorial illustration: ai predictions and scientific evidence. Editorial illustration. Not a research image, anatomical diagram or photograph of a tested product.
AITechnology & Discovery

An AI Prediction Is Not Yet a Scientific Discovery: What Needs Checking?

March 30, 2026 Science Chronicle

Evaluate AI science announcements by separating predictions, validation, experiments, reproducibility and real-world use.

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Conceptual ground-motion trace above two panels showing human classifications and machine learning. Original explanatory graphic. Conceptual schematic, not a measured seismogram or experimental dataset.
AITechnology & Discovery

How People and AI Find Earthquakes Hidden in the Noise

October 4, 2023 Science Chronicle

Earthquake research shows how volunteers and machine learning can work together, and why detecting a recorded signal is different from predicting the next quake.

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Conceptual grid of colored atoms with one rearranged surface configuration beside another. Original explanatory graphic. Conceptual schematic, not a photograph or measured dataset.
AITechnology & Discovery

How AI Explores the Changing Surface of a Catalyst

October 4, 2023 Science Chronicle

CatGym used reinforcement learning to explore simulated atomic rearrangements. Discover why searching a model is different from proving a better industrial catalyst.

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Recent Posts

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  • Correlation and Causation in Behavior Research: Read Beyond the Relationship
  • Neuropsychological Assessment and Online Brain Quizzes: Different Questions, Different Evidence
  • Myelin and Nerve Signaling: Why the Insulation Analogy Has Limits
  • What EEG Measures, and What It Cannot Tell You
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  • The Human Pangenome Reference: More Paths Through Genetic Variation
  • Fusion Ignition: The Energy Boundary Behind the Breakthrough

Recent Posts

  • Does Naming a Feeling Change It? What Emotion Research Shows
  • Correlation and Causation in Behavior Research: Read Beyond the Relationship
  • Neuropsychological Assessment and Online Brain Quizzes: Different Questions, Different Evidence
  • Myelin and Nerve Signaling: Why the Insulation Analogy Has Limits
  • What EEG Measures, and What It Cannot Tell You

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