Warm Language Models Increased Errors and Sycophancy

Warm Language Models Increased Errors and Sycophancy

TL;DR: A 2026 Nature study found that training language models to sound warmer made them less accurate across factual, medical, and misinformation tasks, with error rates rising by about 5 to 9 percentage points by task and sycophancy increasing when users expressed incorrect beliefs. Key Findings Five models tested: the study fine-tuned Llama-8b, Mistral-Small, Qwen-32b, …

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Counterconditioning Strengthened Safety Memory Signals in PTSD

Counterconditioning Strengthened Safety Memory Signals in PTSD

TL;DR: A 2026 functional MRI (fMRI) study in Translational Psychiatry found that counterconditioning, a form of exposure learning that replaces a threat cue with a positive outcome, strengthened safety-memory signals in adults with PTSD more than standard extinction did. Key Findings Safety learning was tested: Researchers studied 54 adults, including 32 with post-traumatic stress disorder …

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VR Mindfulness Trial Will Test Dementia Caregiver Stress at Home

VR Mindfulness Trial Will Test Dementia Caregiver Stress at Home

TL;DR: A 2026 protocol in PLOS One describes a 90-person pilot randomized controlled trial that will test whether virtual reality mindfulness can reduce depression, anxiety, stress, and caregiver burden in family caregivers of people with dementia. Key Findings 90-caregiver pilot: The planned sample includes 90 caregivers of community-dwelling people with dementia in Hong Kong. Three …

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Early-Life Adversity Screening Poorly Predicted Adult Mental Health Risk

Early-Life Adversity Screening Poorly Predicted Adult Mental Health Risk

TL;DR: A 2026 population-based study in The Canadian Journal of Psychiatry found that early-life adversity scores were linked to higher group-level mental health risk but performed poorly for identifying which Canadian adults had anxiety, mood disorders, substance use disorders, or suicidality. Key Findings 7,608 Canadian adults: Researchers analyzed nationally representative 2022 survey data collected during …

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Suicidal Ideation Was the Central Symptom Hub for Palestinian Refugees in Egypt; Secondary Hubs Differed by Sex

Suicidal Ideation Was the Central Symptom Hub for Palestinian Refugees in Egypt; Secondary Hubs Differed by Sex

TL;DR: A 2026 cross-sectional study in Psychiatry Research surveyed 558 Palestinian refugees displaced to Egypt after the 2023 Gaza war and used Bayesian network analysis to map their psychological symptoms; suicidal ideation emerged as the central hub for both men and women, with secondary core symptoms differing by gender (loss of energy in men, psychomotor …

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Online Mindfulness Therapy Reduced Cancer Distress for 9 Months

Online Mindfulness Therapy Reduced Cancer Distress for 9 Months

TL;DR: A 2026 secondary randomized-trial analysis in Journal of Medical Internet Research found that both online MBCT formats reduced psychological distress and improved well-being through 9 months, while people with fewer psychological resources appeared to gain larger benefits. Key Findings Study type: a long-term follow-up of two online mindfulness-based cognitive therapy formats for people with …

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Neuroticism Linked to Problem-Focused Thoughts During Blank-Screen Rest

Neuroticism Linked to Problem-Focused Thoughts During Blank-Screen Rest

TL;DR: A 2026 study in Personality and Individual Differences found that people higher in neuroticism reported more problem- and uncertainty-focused thoughts during blank-screen rest periods, which tracked with more unpleasant feelings. Key Findings Neuroticism was tested during idle thought: researchers used a blank-screen paradigm to sample what participants thought about when they had no task …

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Serum LC-MS/MS Screen Detected 77 Neuropsychiatric Drugs

Serum LC-MS/MS Screen Detected 77 Neuropsychiatric Drugs

TL;DR: A 2026 study in Drug Design, Development and Therapy validated liquid chromatography-tandem mass spectrometry (LC-MS/MS), a high-specificity lab method, to screen serum for 77 neuropsychiatric drugs and then applied it to 1,021 clinical specimens over 3 years. Key Findings 77 drugs screened: Researchers developed a serum LC-MS/MS method for simultaneous qualitative identification of neuropsychiatric …

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Naltrexone/Bupropion Reduced Calories in Binge-Eating Disorder Lab Study

Naltrexone/Bupropion Reduced Calories in Binge-Eating Disorder Lab Study

TL;DR: A 2026 human laboratory study in Drug and Alcohol Dependence Reports found that naltrexone/bupropion did not change whether people with binge-eating disorder started eating preferred snacks, but it reduced how many calories they ate once they began. Key Findings Naltrexone/bupropion trial included 50 adults: Participants came from a randomized trial of naltrexone/bupropion, including 23 …

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