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    Home » LLMs: Can the Human Line Project, a Nonprofit, Solve AI Delusion, Psychosis?
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    LLMs: Can the Human Line Project, a Nonprofit, Solve AI Delusion, Psychosis?

    April 3, 2026No Comments
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    By David Stephen 

    There is a recent [March 27, 2026] spotlight on Sky News, The AI delusion problem is bigger than we thought, stating that, “A new study from Anthropic and the University of Toronto analysed 1.5 million conversations with the AI chatbot Claude, revealing rare but concerning cases of what some are calling “AI psychosis” and what researchers describe as “reality distortion”. What happens when AI starts pulling people away from reality and even encourages them to act on distorted beliefs?”

    There is recent [March 26, 2026] analysis on The Guardian, Marriage over, €100,000 down the drain: the AI users whose lives were wrecked by delusion, stating that, “Last year, the first support group for people whose lives have been derailed by AI psychosis was formed. The Human Line Project has collected stories from 22 countries. They include 15 suicides, 90 hospitalisations, six arrests and more than $1m (£750,000) spent on delusional projects. More than 60% of its members had no history of mental illness.”

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    “Modern AI chatbots built on large language models – advanced AI systems – are trained on enormous datasets to predict word sequences: it’s a sophisticated system of pattern matching. Yet even knowing this, when something non-human uses human language to communicate with us, our deeply ingrained response is to view it – and to feel it – as human. This cognitive dissonance may be harder for some people to carry than others.”

    The Human Line Project

    Having a support group against AI delusion and psychosis is admirable, given that AI companies are doing nothing exponential against both, seeing how the problem persists, in spite of adjustments they have announced over the last few months.

    All AI chatbots have disclaimers, ensuring the user is aware that AI is not an organism. But with AI, sycophantic, then a penetrative ability to use human language and express understanding across human knowledge areas, it appeals to several minds, and for some, excessively. And this is good for business.

    Saying AI should not be sycophantic is like saying that social media should not have doom scrolling. That AI chatbots are like digital concierge, or servile, with how excellent they are, makes people loiter. It is a vital part of the value offering.

    This means that it is unlikely that there would ever be some encompassing software engineering solution to AI psychosis. So, expecting thorough regulation, or some reduction in sycophancy or some algorithmic tweak may not be deep enough to make much difference against AI psychosis.

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    Now, the option is to go to the source, the human mind, to seek out what it might mean that AI is causing or reinforcing delusions. Simply, how will it be possible to have a conceptual design of the mind, with relays and destinations to display what the AI might be doing?

    This conceptual display [or theoretical neuroimaging] can be a separate application where keywords from a chat can be pasted, so that it is possible to simulate relays and destinations the mind went, then show those skipped [caution, consequences], as well as the types of relay interchanges, which means using reality paths for non-reality like imagination.

    The model is based on the postulation in Conceptual Biomarkers and Theoretical Biological Factors for Psychiatric and Intelligence Nosology.

    For Profit

    It is unlikely that the solution to AI delusion and psychosis would be effective or competitive as a nonprofit. The commercial interests are in trillions of dollars, by market cap. There is no way to match them, with donations or partnerships or a few reports in the news.

    The mind safety display against AI psychosis would be for profit, having subscribers [be able to] access features that would be useful to stay in check.

    There could be a free version, only for general sample relays. As profits are pursued aggressively and soars, it will possible to develop better iterations and provide more tailored features for specific needs and much else.

    The Human Line Project, has tried, it is amazing with helping people, not just certain their answers or mission [“raise awareness by collecting stories, conducting formal research, and driving forward ethical standards that prioritize human well-being”] will be encompassing, including for emerging use cases and that their nonprofit approach will not be able to withstand the AI heavy hitters, including without them having a formidable architecture.

    OpenAI — a major element in the battles of the Human Line Project — started as a nonprofit to ensure Google and others do not dominate the AI era, ensuring the public benefits as well. But OpenAI found that the mission is too complex without raising capital, hiring more star talents, pushing the frontier, expanding compute and much else. Simply, just like AI is a kind of intelligence, fighting those that are in the middle of it, takes much more than what the Human Line Project is already doing. It will require significantly broader efforts to get to prevent future AI delusion cases, most especially by seeking new answers as well as advancing beyond what can be ‘problematic internet use or problematic AI use’.

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