Research Feed

This paper explores whether you can change an AI's "personality" by directly tweaking its internal math rather than just asking it nicely via prompts. Testing across 14 language models, the researchers found that injecting personality signals directly into the model's computations (targeting the Big Five traits) works better than prompting alone, and combining both methods works best. However, the traits don't behave quite the way human personality theory predicts they should.

A James Cook University study of over 320 people found that dog owners score higher in psychological resilience, while cat owners score higher in neuroticism. Researchers suggest this reflects pre-existing personality traits rather than pet influence: resilient people may be drawn to dogs' structured demands, while those with higher emotional reactivity may prefer cats' independence. The direction of causality, however, remains unclear.

UBC psychologist Leanne Tenbrink discusses her book Poisonous People and research on dark personality traits (psychopathy, narcissism, Machiavellianism, and sadism) in professional settings. Contrary to her hypothesis, hedge fund managers displaying psychopathic behaviors earned less over time. She explains how these traits are overrepresented in leadership, why confident dark traits are mistaken for competence, and how job ads and organizational culture can inadvertently attract and amplify them.

This CHI 2026 paper tests whether Big Five (OCEAN) traits can be embedded in AI coding agents. Researchers created three profiles (a no-personality Baseline, a Cautious Guardian (thorough, risk-focused), and a Decision Builder (confident, exploratory)) and had 14 developers use all three on refactoring tasks. Personalities were reliably detectable without hurting task completion, but preferences diverged sharply, suggesting adaptive personality customization may outperform any single universal style.

This correlational study of 80 Filipino public school employees examined how Big Five traits relate to workplace relationship quality. Employees scored high on agreeableness, openness, conscientiousness, and extraversion, with moderate neuroticism. All four high-scoring traits positively and significantly correlated with communication, trust, job performance, and perceived leadership style. Neuroticism showed no significant relationship with any of these factors, suggesting it is a poor predictor of workplace relationship quality.

This 23-year longitudinal study of 306 Belgian participants found that low conscientiousness was the only Big Five trait serving as a necessary condition for problematic alcohol use across all developmental stages, from childhood through adulthood. High conscientiousness acted as a near-complete protective factor: individuals scoring above certain thresholds were virtually immune to developing problematic alcohol use regardless of other traits or life stage.

This opinion piece argues that personality traits function as compressed social information, allowing humans to efficiently evaluate cooperative partners. The Big Five personality framework is reframed not merely as a psychometric taxonomy, but as a cognitive shortcut that condenses complex behavioral observations into low-dimensional, easily communicable representations. The author highlights Agreeableness as especially central to cooperative partner selection, signaling reliability through both stable cost structures and heightened sensitivity to social norms.

Journalist Laurie Clarke, who scored with a high percentile for neuroticism on the Big Five personality test, spent six weeks deliberately trying to shift her personality traits through targeted behavioral exercises such as meditating, journaling, attending social events, and practicing kindness. Drawing on real psychological research, she found measurable results: her neuroticism dropped to the 50th percentile, extraversion and agreeableness both improved noticeably. She concludes that intentional personality change is possible, though modest, and requires consistent effort.

This meta-analysis of over 65,000 participants confirms that Big Five traits significantly shape our nocturnal experiences. Neuroticism is the primary predictor of nightmare frequency and emotional distress, while Openness correlates with high dream recall, vividness, and lucid dreaming. Extraversion mainly influences the social sharing of dreams. These findings support 'continuity models,' suggesting that our waking affective vulnerabilities and cognitive styles directly extend into our dream lives.

Researchers used AI to extract Big Five personality traits from LinkedIn profile photos of 96,000 MBA graduates, finding that these "Photo Big 5" scores meaningfully predict school rankings, starting salaries, career advancement, and job turnover, independently of academic performance. While the findings offer new insights into how personality shapes careers, the authors caution that using facial images for hiring raises serious ethical concerns around discrimination and individual autonomy.

This study highlights that core personality traits are powerful predictors of baseline fitness and the specific exercise intensities individuals enjoy. Notably, participants scoring high in Neuroticism experienced the most significant stress-reduction benefits from aerobic training, suggesting a targeted emotional utility for exercise. Across the spectrum, Openness, Conscientiousness, and Extraversion further dictate these behavioral patterns, providing a scientific basis for how stable traits influence physical health. By understanding these links, interventions can be better tailored to leverage an individual's personality for improved well-being and long-term fitness adherence.

Hilbig and Moshagen identify four problems with Big Five Agreeableness (B5A): it fails to adequately predict prosocial and ethical behavior despite emphasizing both in its definitions; the HEXACO model's Honesty-Humility dimension covers these gaps more effectively; the dark factor of personality (D), a single broad trait, also outperforms B5A on these outcomes; and different B5A scales measure inconsistent constructs, meaning researchers using different tools are effectively measuring different things while calling it the same trait.

The article argues that understanding your personality through the Big Five model (Openness, Conscientiousness, Extraversion, Agreeableness, and Neuroticism) can help reduce stress. When core personality needs go unmet, people exhibit stress behaviors. By identifying where you fall on each trait's spectrum, you can better recognize your personal needs and adjust your habits and environment accordingly; ultimately becoming a calmer, more effective version of yourself.

Using German panel data and a job search and bargaining model, this study finds that Big Five personality traits shape wages and employment through multiple channels. Higher conscientiousness and emotional stability raise earnings and shorten unemployment for both sexes, while agreeableness reduces wages and bargaining power. Women's tendency toward higher agreeableness and lower emotional stability accounts for roughly as much of the gender wage gap as differences in work experience do.

This large-scale meta-analysis of over 150,000 participants explores how the Big Five traits influence dietary habits. Researchers found that lower Neuroticism and higher levels of Openness, Conscientiousness, Extraversion, and Agreeableness consistently predict a healthier diet. These traits affect everything from fruit intake to emotional eating patterns. Interestingly, the positive link between Agreeableness and healthy eating becomes even stronger as people get older.

Using Last.fm listening data from 541 users, this study examined how Big Five traits relate to naturally occurring music preferences, analyzing genre tags, emotion tags, and their co-occurrence. Extraversion correlated with high-energy genres like hip-hop, rap, and techno, as well as nostalgic hip-hop and jazz. Openness linked to jazz subgenres. Neuroticism predicted preference for mellow, atmospheric genres like shoegaze and dream-pop, co-occurring with low-arousal emotions like sadness and tenderness, while negatively correlating with high-arousal trance and world music.

This systematic review of 58,812 participants demonstrates that Big Five personality traits significantly influence sleep. High Neuroticism consistently correlates with poor sleep quality and disturbances, while Conscientiousness is a strong predictor of 'morningness' and better sleep hygiene. These findings suggest that personality-driven behaviors shape our nocturnal routines, highlighting the potential for personalized clinical interventions that account for individual psychological profiles to improve long-term sleep health.

Researchers compared the Myers-Briggs Type Indicator (MBTI) with the Big Five personality model to predict 37 real-life outcomes. The Big Five proved roughly twice as accurate as the MBTI-style test (placing MBTI halfway between science and astrology). Two main flaws explain this: MBTI omits neuroticism (a key predictor of life outcomes), and it forces people into binary categories rather than capturing the spectrum of traits. Despite this, MBTI remains popular largely because it frames traits more positively and feels less offensive to respondents.

This meta-analysis of 148 studies confirms a consistent negative correlation (r = -0.238) between neuroticism and relationship quality. Interestingly, factors like race, sexual orientation, and the use of longitudinal versus cross-sectional data did not change this fundamental link. However, the researchers identified that age, relationship length, and geographical region do moderate the strength of this association. To help practitioners, the study proposes a model showing how neuroticism damages relationships through specific emotional patterns and behaviors.

This study mapped the personality profiles of 263 occupations using data from over 88,000 individuals. It found that while broad Big Five traits vary across jobs, specific personality 'nuances' offer even deeper insights into occupational differences. Interestingly, high-performance roles tend to be more personality-homogeneous, suggesting these jobs are more selective. The research provides a comprehensive look at how our unique traits align with our professional paths.