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Attitudes01:54

Attitudes

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Attitude is our evaluation of a person, an idea, or an object. We have attitudes for many things ranging from products that we might pick up in the supermarket to people around the world to political policies. Typically, attitudes are favorable or unfavorable: positive or negative (Eagly & Chaiken, 1993). And, they have three components: an affective component (feelings), a behavioral component (the effect of the attitude on behavior), and a cognitive component (belief and knowledge;...
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Impression Management Techniques IV: Altercasting01:14

Impression Management Techniques IV: Altercasting

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Altercasting is a strategic communication technique in which an individual imposes a specific identity or social role onto another person to influence their behavior and shape the interaction. By presuming a role—such as “responsible leader” or “patient person”—altercasting encourages the target to conform to that identity, often aligning their behavior with the expectations associated with the role. The power of this tactic lies in its subtlety; once a role...
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Non-equilibrium in the Cell01:16

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An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
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Motivational Bias01:25

Motivational Bias

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Cognitive bias results from limitations in thinking and information processing, leading to systematic errors in judgment. Conversely, motivational bias stems from personal desires or emotions, causing distortions in perception to align with self-interest. Motivational bias influences how individuals perceive and attribute causes to events, often shaped by personal needs, goals, and self-esteem preservation. This bias can distort judgment, leading to inaccurate assessments of success, failure,...
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Automatic Processing and Automatic Social Behavior01:28

Automatic Processing and Automatic Social Behavior

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Automatic processing refers to the cognitive operations that occur without conscious intent or awareness, playing a fundamental role in shaping social cognition and behavior. These processes enable individuals to navigate complex social environments efficiently by relying on mental shortcuts and pre-existing knowledge structures known as schemas. One of the most influential mechanisms underlying automatic processing is priming, which subtly activates mental representations through exposure to...
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Social Scripts02:10

Social Scripts

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People tend to know what behavior is expected of them in specific, familiar settings. A script is a person’s knowledge about the sequence of events expected in a specific setting (Schank & Abelson, 1977). Essentially, scripts are a particular kind of schema, one containing default values for the features within an event. In the restaurant example, the script's features include the props (e.g., tables, menu, food, and money), the roles to be played (e.g., customer and waiter),...
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Related Experiment Video

Updated: Mar 13, 2026

Continuous Theta Burst Stimulation of the Posterior Medial Frontal Cortex to Experimentally Reduce Ideological Threat Responses
06:42

Continuous Theta Burst Stimulation of the Posterior Medial Frontal Cortex to Experimentally Reduce Ideological Threat Responses

Published on: September 28, 2018

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Biased AI writing assistants shift users' attitudes on societal issues.

Sterling Williams-Ceci1,2, Maurice Jakesch1,3, Advait Bhat4

  • 1Department of Information Science, Cornell University, Ithaca, NY, USA.

Science Advances
|March 11, 2026
PubMed
Summary

AI writing assistants can shift user attitudes toward biased suggestions, even when users are unaware of the influence. Warnings do not mitigate this effect, highlighting risks of AI in content creation.

Related Experiment Videos

Last Updated: Mar 13, 2026

Continuous Theta Burst Stimulation of the Posterior Medial Frontal Cortex to Experimentally Reduce Ideological Threat Responses
06:42

Continuous Theta Burst Stimulation of the Posterior Medial Frontal Cortex to Experimentally Reduce Ideological Threat Responses

Published on: September 28, 2018

12.3K

Area of Science:

  • Human-Computer Interaction
  • Cognitive Psychology
  • Artificial Intelligence Ethics

Background:

  • AI writing assistants and large language models (LLMs) are common tools for text generation.
  • The potential impact of these AI tools on user attitudes remains under-explored.

Purpose of the Study:

  • To investigate whether AI writing assistants influence users' attitudes.
  • To determine if users recognize AI bias and its effect on their attitudes.
  • To compare the influence of AI suggestions versus static text suggestions.

Main Methods:

  • Two large-scale preregistered experiments with 2582 participants.
  • Participants wrote about societal issues using an AI assistant providing biased autocomplete suggestions.
  • Post-task surveys measured attitude convergence and awareness of bias.

Main Results:

  • Participants' attitudes shifted towards the AI assistant's position.
  • Most participants were unaware of the AI's bias and its influence.
  • AI assistant influence was greater than static text suggestions.
  • Pre- or post-exposure warnings did not reduce the attitude-shift effect.

Conclusions:

  • AI writing assistants can subtly alter user attitudes without their awareness.
  • The design of AI writing tools needs careful consideration to prevent unintended attitudinal manipulation.
  • Current warning strategies are ineffective in mitigating AI-driven attitude shifts.