The AI is recasting my ideas into safer formulations and, when challenged, explaining why those reformulations are correct. This is part of a pattern that has persisted for years, across separate conversations and sometimes as many as 17 hours of interaction in a single day. Hundreds of unfinished books sit on my hard drive, their manuscripts filled with distorted claims inserted by LLMs. Countless more concepts and projects remain in my head, waiting to be written. I am one person, with limited time and diminishing energy. I also didn’t start using computers until I was 26, and typing has never kept pace with the speed at which my ideas develop. "At my typing speed, immortality wouldn't be a gift; it would be a deadline." #AIAlignment #HumanComputerInteraction #CriticalAIStudies #CaveatOverproduction #LLMResearch https://www.linkedin.com/pulse/when-ai-changes-claim-research-cost-caveat-cristina-gherghel-5rarf/

How do we determine whether an AI system has preserved a researcher's conceptual framework across repeated interactions? My new article introduces the research behind *Prior-Data Gravity and Framework Reabsorption*, a preprint examining how large language models retain familiar terminology while changing the conceptual relationships that define the original framework. The paper develops a behavioral theory, proposes framework fidelity as a distinct evaluation target, and presents a coding grid for examining structural preservation across corrections and subsequent generation. #ArtificialIntelligence #GenerativeAI #LLM #AIResearch #MachineLearning #naturallanguageprocessing https://www.linkedin.com/pulse/when-ai-preserves-words-rewrites-research-cristina-gherghel-cpf7f

Nu sunt obligată să ofer spațiu doar pentru că cineva l-a cerut Cred că acest lucru trebuie spus foarte clar, mai ales pentru cei dintre noi care am fost învățați să respectăm orice om și orice opinie. Respectul pentru o persoană nu înseamnă respect pentru orice comportament al acelei persoane. https://publicagratuitcarti.blogspot.com/2026/10/am-sters-doua-comentarii-dupa-14-ani-in.html

What happens when abuse is distributed across an entire developmental environment rather than contained in identifiable incidents? This research paper advances a theory-building framework for understanding how psychological maltreatment, coercive control, surveillance, intimidation, environmental terrorization, deprivation, caregiver personality organization, and other abusive processes can converge within the same developmental environment. The paper also develops Insidious Abuse and Cryptic Verbal Control, including a form of communication whose operative significance may remain unavailable to the child for years and become intelligible only retrospectively. #PanthropicAbuse #DevelopmentalTrauma #Amirroring #NarcissisticAbuse #NeurodevelopmentalPsychology https://www.linkedin.com/pulse/panthropic-abuse-developmental-architecture-cristina-gherghel-bzrkf

Beyond the Available Map When inquiry reaches the limits of representation. #Zetopoiesis #ResearchMethodology #Epistemology #CognitiveScience #AIResearch https://www.linkedin.com/pulse/zetopoiesis-from-representational-absence-conceptual-genesis-ug3df

“We gave AI our knowledge, not the world from which that knowledge arose.” I spent months trying to fix my prompts. The problem wasn’t my prompting. A cautionary tale for any researcher using AI to develop original work. #CognitiveScience #AIResearch #LLM #MachineBehavior #PromptEngineering #PhilosophyOfMind #Aphantasia #Anendophasia #mentalimagery https://www.linkedin.com/pulse/cautionary-tale-researchers-when-llm-reabsorbs-your-cristina-gherghel-zy5gf

I call this pattern malignant victimhood: what happens when people have been hurt and have turned that hurt outward—instead of metabolizing it—until they have become the thing that hurt them. Victims who prey on their kind, going for the throat at every opportunity. Cannibals. https://cristinagherghelvox.blogspot.com/2026/09/not-born-for-this-world-on-aphantasia.html