top of page
THEMENTALFORECAST

SCIENTIFIC
WATCHDOG
Search
AI


THE AMPLIFIER EFFECT OF ARTIFICIAL AGENTS IN SOCIAL CONTAGION
Dec. 2025 Eric Hitz , Mingmin Feng , Radu Tanase , René Algesheimer , Manuel S. Mariani Recent advances in artificial intelligence have led to the proliferation of artificial agents in social contexts, ranging from education to online social media and financial markets, among many others. The increasing rate at which artificial and human agents interact makes it urgent to understand the consequences of human-machine interactions for the propagation of new ideas, products, and


LLMs Can Get "Brain Rot"!
Nov. 2025 Shuo Xing , Junyuan Hong , Yifan Wang , Runjin Chen , Zhenyu Zhang , Ananth Grama , Zhengzhong Tu , Zhangyang Wang We propose and test the LLM Brain Rot Hypothesis: continual exposure to junk web text induces lasting cognitive decline in large language models (LLMs). To causally isolate data quality, we run controlled experiments on real Twitter/X corpora, constructing junk and reversely controlled datasets via two orthogonal operationalizations: M1 (engagement degr


MULTI-MODAL DEEP-ATTENTION-BILSTM BASED EARLY DETECTION OF MENTAL HEALTH ISSUES USING SOCIAL MEDIA POSTS
Nov. 2025 Qasim Bin Saeed YoungJin Cha The rising prevalence of mental health disorders such as depression, anxiety, and bipolar disorder underscores the urgent need for effective tools to enable early detection and intervention. Social media platforms like Reddit offer a rich source of user-generated content that reflects emotional and behavioral patterns, making them valuable for mental health analysis. However, many existing social media–based approaches focus solely on


THE ALGORITHMIC SELF: HOW AI IS RESHAPING HUMAN IDENTITY, INTROSPECTION, AND AGENCY
Oct. 2025 Jeena Joseph Artificial Intelligence (AI) is no longer a mysterious technological presence hiding behind screens; it is...


SYNTHETIC MEDIA AND COMPUTATIONAL CAPITALISM: TOWARDS A CRITICAL THEORY OF ARTIFICIAL INTELLIGENCE
Oct. 2025 David M. Berry This paper develops a critical theory of artificial intelligence, within a historical constellation where...


DIGITAL TRAUMA: DEEPFAKE VICTIMISATION AND AI-GENERATED VIOLENCE
Sept. 2025 Muhammad Umar Artificial intelligence (AI) capabilities have advanced rapidly in creating realistic synthetic images, videos,...


MINDS IN CRISIS: HOW THE AI REVOLUTION IS IMPACTING MENTAL HEALTH
Sept. 2025 Keith Robert HeadLMSW, Master ' s in Social Work (MSW), West Texas A & M University, USAMaster of Business Administration...


NOOSEMIA: TOWARD A COGNITIVE AND PHENOMENOLOGICAL ACCOUNT OF INTENTIONALITY ATTRIBUTION IN HUMAN-GENERATIVE AI INTERACTION
Aug. 2025 E nrico De Santis Antonello Rizzi This paper introduces and formalizes Noosemìa, a novel cognitive-phenomenological pattern...


A SYSTEMATIC REVIEW OF THE IMPACT OF ARTIFICIAL INTELLIGENCE, DIGITAL TECHNOLOGY, AND SOCIAL MEDIA ON COGNITIVE FUNCTIONS
Sept. 2025 Dinesh Deckker 1 , Subhashini Sumanasekara 2 1 Wrexham University, United Kingdom 2 University of Gloucestershire, United...


AUTHORITARIAN RECURSIONS: HOW FICTION, HISTORY, AND AI REINFORCE CONTROL IN EDUCATION, WARFARE, AND DISCOURSE
Sept. 2025 This article introduces the concept of \textit{authoritarian recursion} to theorize how AI systems consolidate institutional...


BALANCING PROMISE AND CONCERN IN AI THERAPY: A CRITICAL PERSPECTIVE ON EARLY EVIDENCE FROM THE MIT–OPENAI RCT
Sept. 2025 The emergence of AI therapy chatbots has the potential to reduce the widening gap between the huge demand for psychological...


HALLUCINATING WITH AI: AI PSYCHOSIS AS DISTRIBUTED DELUSIONS
Aug. 2025 There is much discussion of the false outputs that generative AI systems such as ChatGPT, Claude, Gemini, DeepSeek, and Grok...


LEVERAGING GENERATIVE AI TO SIMULATE MENTAL HEALTHCARE ACCESS AND UTILIZATION
Aug., 2025 Purpose This article examines how generative artificial intelligence (AI) can simulate, analyze, and enhance mental health...


STANFORD UNIVERSITY: EXPLORING THE DANGERS OF AI IN MENTAL HEALTH CARE
Aug. 30, 2025 Across different chatbots, the AI showed increased stigma toward conditions such as alcohol dependence and schizophrenia...


MENTAL HEALTH IN THE “ERA” OF ARTIFICIAL INTELLIGENCE: TECHNOSTRESS AND THE PERCEIVED IMPACT ON ANXIETY AND DEPRESSIVE DISORDERS—AN SEM ANALYSIS
Aug. 26, 2025 Introduction The aim of the current study is to analyze the relationship between mental health and the accelerated...


TOWARDS PERSONALIZED HUMAN AI INTERACTION - ADAPTING THE BEHAVIOR OF AI AGENTS USING NEURAL SIGNATURES OF SUBJECTIVE INTEREST
Aug. 26, 2025 Reinforcement Learning AI commonly uses reward/penalty signals that are objective and explicit in an environment -- e.g....


EXPLORING AUTOMATION BIAS IN HUMAN–AI COLLABORATION: A REVIEW AND IMPLICATIONS FOR EXPLAINABLE AI
Aug. 26, 2025 As Artificial Intelligence (AI) becomes increasingly embedded in high-stakes domains such as healthcare, law, and public...


ARTIFICIAL INTELLIGENCE AND HUMAN DECISION MAKING: EXPLORING SIMILARITIES IN COGNITIVE BIAS
Aug. 26, 2025 This research explores the extent to which Artificial Personas (APs) generated by Large Language Models (LLMs), like...


GENERATIVE ARTIFICIAL INTELLIGENCE AND THE RISK OF TECHNODIGITAL COLONIALISM
Aug. 26, 2025 The use of Generative Artificial Intelligence has raised concerns related to plagiarism in scientific contexts. However,...


TALK, TRUST, AND TRADE-OFFS: HOW AND WHY TEENS USE AI COMPANIONS
Aug. 26, 2025 A new type of relationship is emerging in teens' lives—one that feels like connection but is powered by code. Our new...
bottom of page