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Stereotype Threat and Self-fulfilling Prophecies02:09

Stereotype Threat and Self-fulfilling Prophecies

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When we hold a stereotype about a person, we have expectations that he or she will fulfill that stereotype. A self-fulfilling prophecy is an expectation held by a person that alters his or her behavior in a way that tends to make it true. When we hold stereotypes about a person, we tend to treat the person according to our expectations. This treatment can influence the person to act according to our stereotypic expectations, thus confirming our stereotypic beliefs. Research by Rosenthal and...
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Assessment of the Gastrointestinal System II: Health Perception Pattern01:29

Assessment of the Gastrointestinal System II: Health Perception Pattern

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Assessing the gastrointestinal (GI) system is a complex process that begins with collecting subjective data. This data, collected through patient interviews, provides crucial insights into the patient's health history, perception patterns, and lifestyle habits, all contributing significantly to GI health.
Health Perception Patterns
Health perception patterns offer valuable insights into a patient's lifestyle habits and how they may impact their GI health. These patterns include:
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Threats to Biodiversity01:50

Threats to Biodiversity

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There have been five major extinction events throughout geological history, resulting in the elimination of biodiversity, followed by a rebound of species that adapted to the new conditions. In the current geological epoch, the Holocene, there is a sixth extinction event in progress. This mass extinction has been attributed to human activities and is thus provisionally called the Anthropocene. In 2019 the human population reached 7.7 billion people and is projected to comprise 10 billion by...
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Subliminal Perception01:15

Subliminal Perception

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Subliminal perception refers to the processing of sensory information that occurs below the level of conscious awareness. Researchers study subliminal perception by presenting a stimulus, such as a word or image, very quickly, typically around 50 milliseconds. This rapid presentation is often followed by another stimulus, such as a pattern of dots or lines, which blocks further mental processing of the initial stimulus. As a result, if participants cannot identify the initial stimulus better...
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Factors Affecting Perception01:25

Factors Affecting Perception

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Perception is influenced by perceptual set, context, motivation, and emotion. Perceptual set, or perceptual expectancy, refers to the tendency to perceive things in a particular way, influenced by previous experiences and expectations. This phenomenon affects the interpretation of stimuli, creating a set of mental tendencies and assumptions that impact sensory perceptions of sound, taste, touch, and sight.
An illustrative example of a perceptual set is the scenario where an airline pilot told...
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Perception01:28

Perception

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Perception is a fundamental psychological process that enables individuals to organize, interpret, and consciously experience sensory information. This process is crucial for understanding and interacting with the world around us. It includes both bottom-up and top-down processing, each playing a distinct role in how we perceive our environment.
Bottom-up processing begins at the sensory level, where receptors detect external environmental stimuli. These could include the tactile sensation of...
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Video Experimental Relacionado

Updated: Jan 31, 2026

Using the Threat Probability Task to Assess Anxiety and Fear During Uncertain and Certain Threat
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Percepción del Algoritmo al Utilizar Inteligencia de Amenazas en la Evaluación de Riesgos de Vulnerabilidad

Sarah van Gerwen1, Aurora Papotti1, Katja Tuma2

  • 1Informatica, Vrije Universiteit, Amsterdam, The Netherlands.

Risk analysis : an official publication of the Society for Risk Analysis
|January 30, 2026
PubMed
Resumen
Este resumen es generado por máquina.

Los participantes desconfiaban de las recomendaciones de inteligencia de amenazas cibernéticas impulsadas por IA. La experiencia en seguridad aumentó la confianza, pero el sesgo percibido se mantuvo similar para las fuentes humanas y de inteligencia artificial (IA).

Palabras clave:
aversión a algoritmosexperimentointeligencia de amenazasevaluación de riesgos de vulnerabilidad

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Área de la Ciencia:

  • Ciberseguridad; Inteligencia Artificial; Interacción Humano-Computadora

Sus antecedentes:

  • Los sectores gubernamental y comercial están adoptando cada vez más la IA para el análisis de inteligencia de amenazas cibernéticas.
  • Comprender el sesgo potencial de las fuentes humanas frente a las de IA es crucial antes del despliegue en producción de soluciones automatizadas.

Objetivo del estudio:

  • Medir el sesgo introducido por la fuente de inteligencia de amenazas cibernéticas (humana vs. IA).
  • Evaluar el impacto de la experiencia del participante (seguridad y aprendizaje automático) en el sesgo.

Principales métodos:

  • Se realizó un experimento controlado con 57 estudiantes de maestría.
  • Los participantes analizaron informes de inteligencia de amenazas cibernéticas con fuentes manipuladas (experto humano o algoritmo de IA).
  • Se midió el sesgo percibido y el acuerdo con las recomendaciones.

Principales resultados:

  • Los participantes tendieron a estar en desacuerdo con las recomendaciones generadas por IA.
  • Una mayor experiencia en seguridad se correlacionó con un mayor acuerdo con las recomendaciones.
  • El sesgo percibido fue estadísticamente equivalente si las recomendaciones provenían de fuentes humanas o de IA.
  • El desacuerdo con una recomendación, independientemente de la fuente, fue el factor principal que influyó en el sesgo percibido.

Conclusiones:

  • La introducción de la IA en la inteligencia de amenazas cibernéticas puede impactar a los analistas de SOC de Nivel 1.
  • Se necesita más investigación con profesionales de seguridad experimentados para generalizar los hallazgos a la práctica profesional.