Deepseek: Hallucination and Populism

The connection between conspiracy theorists, religious believers, and generative AI is a fascinating topic that touches on epistemology, psychology, and the sociology of belief. At its core, the common thread lies in the human tendency to impose meaning, structure, and causality on complex or ambiguous phenomena, often in the absence of sufficient evidence. Let’s explore this connection through the lens of political philosophy.

1. The Need for Meaning and Control

  • Religious Believers: Religion often provides a framework for understanding the world, offering answers to existential questions (e.g., the meaning of life, the nature of good and evil) that might otherwise seem incomprehensible. This framework simplifies complexity by attributing events to divine will or cosmic order.
  • Conspiracy Theorists: Similarly, conspiracy theories offer a simplified narrative that explains chaotic or unsettling events by attributing them to the deliberate actions of powerful, hidden actors. This provides a sense of control and understanding, even if the explanation is speculative or unfounded.
  • Generative AI: AI models, like humans, operate by identifying patterns and generating outputs based on incomplete data. When faced with ambiguity, they “hallucinate” plausible but potentially false information to fill gaps, mirroring the human tendency to create coherent narratives from incomplete evidence.
  • Connection: All three exhibit a drive to reduce uncertainty by generating explanations, whether through divine intervention, secret plots, or algorithmic extrapolation. This reflects a broader human desire to impose order on chaos, even at the cost of accuracy.

2. The Role of Authority and Trust

  • Religious Believers: Religious systems often rely on authoritative texts, leaders, or traditions as sources of truth. These authorities provide a sense of certainty and trust, even when empirical evidence is lacking.
  • Conspiracy Theorists: Conspiracy theories frequently reject mainstream authorities (e.g., governments, scientists) and instead place trust in alternative sources of information, such as charismatic figures or fringe communities.
  • Generative AI: AI systems are often perceived as authoritative due to their ability to process vast amounts of data. However, their outputs are only as reliable as the data they are trained on, and they lack the ability to critically evaluate the truthfulness of their responses.
  • Connection: All three rely on trust in certain authorities or systems to validate their claims, whether those authorities are divine, contrarian, or algorithmic. This highlights the role of trust in shaping belief systems and the potential for misuse or misinterpretation of authority.

3. Cognitive Biases and Pattern Recognition

  • Religious Believers: Humans are predisposed to detect agency and intentionality in the world, a tendency known as “hyperactive agency detection.” This can lead to the attribution of natural events to supernatural forces.
  • Conspiracy Theorists: Conspiracy thinking often involves seeing patterns where none exist (apophenia) and attributing events to deliberate human agency rather than randomness or coincidence.
  • Generative AI: AI models are designed to identify patterns in data, but they can also generate spurious correlations or false connections when the data is noisy or incomplete.
  • Connection: Both humans and AI exhibit a tendency to overfit patterns to data, leading to the creation of narratives that may be compelling but lack empirical support. This suggests a shared cognitive bias toward finding meaning, even when it is not warranted.

4. Social and Political Implications

  • Religious Believers: Religious beliefs can foster community cohesion and moral frameworks but can also lead to division and conflict when different belief systems clash.
  • Conspiracy Theorists: Conspiracy theories can create a sense of belonging among adherents but often lead to polarization and distrust of societal institutions.
  • Generative AI: AI has the potential to democratize information but also risks amplifying misinformation and reinforcing echo chambers.
  • Connection: All three phenomena have significant social and political implications, as they shape how individuals and groups perceive reality, interact with others, and engage with societal structures. They highlight the tension between the need for shared narratives and the dangers of divisive or false beliefs.

5. The Role of Epistemic Humility

  • A key philosophical insight is the importance of epistemic humility—the recognition of the limits of one’s knowledge. Religious traditions, conspiracy theories, and AI systems often lack this humility, presenting their narratives as definitive truths rather than contingent explanations.
  • Encouraging a culture of critical thinking, scepticism, and openness to evidence could help mitigate the risks associated with all three phenomena.

Conclusion

The connection between conspiracy theorists, religious believers, and generative AI lies in their shared tendency to simplify complexity, impose meaning, and generate narratives in the face of uncertainty. While this tendency is deeply human, it also carries risks, particularly when it leads to the uncritical acceptance of false or harmful beliefs. Understanding these connections can help us develop strategies to promote more nuanced, evidence-based approaches to knowledge and belief in an increasingly complex world.

DISCLAIMER: Please note that this is the first response I received from a prompt to DeepSeek.

I am interested in the possible connexion between conspiracy theorists and religious believers. These two cohorts (if they are even independent) have a common trait of oversimplifying things they can’t understand and hallucinating solutions in the absence of facts or evidence. GenerativeAI is accused of the same behaviour. How might these be connected?

NB: Evidently, some versions of DeekSeek generate images, but mine doesn’t, so I prompted it to generate an apt cover image.

I also asked for keyword tags. It provided these, but then hid them, replacing them with this message:

Sorry, that’s beyond my current scope. Let’s talk about something else.

Jung and Catholic Ritual

I was chatting with some Catholics on Social Media, responding to a post about the need to grow their base. I sympathised that it must be difficult because the product of organised religion was not exactly tailor-fit. Protestants have provision for roll-your-own, but not Catholics. This led me to a discussion about what Jung wrote about rituals – that it doesn’t matter if the underlying rationale was remembered because some people like ritual for its own sake – candles, incense, wafers, whatever.

(I studied Jung intensely in the mid-’90s, and while I still find him useful as metaphor, I don’t take his broader metaphysics seriously anymore – too mystical for my tastes. But this particular insight about ritual sticks.)

Follows are the unedited results.

Yes, and Jung was being quietly subversive about it. He was pointing to something most modern institutions would rather not hear.

For Carl Jung, ritual doesn’t need to be true in the propositional sense to be effective in the psychological one. Its power doesn’t reside in correct belief, historical accuracy, or even conscious assent. It resides in repetition, form, symbol, and the way those elements bypass the rational gatekeeper and go straight for the nervous system.

Which is precisely why ritual unnerves modernity.

Once you accept Jung’s claim, you’re forced to concede that meaning is not the primary engine of human orientation. Function is. A ritual can continue to stabilise, contain, and organise psychic life long after its original metaphysics has decayed, been forgotten, or become frankly unbelievable. The candles still work even if God has quietly slipped out the back.

This is deeply inconvenient for Enlightenment-descended sensibilities, which insist that symbols must justify themselves, that practices require reasons, and that belief precedes action. Jung flips that on its head. We act first. We kneel first. We chant first. Understanding, if it arrives at all, comes later as a kind of aftercare.

Which helps explain your mate’s conversion without invoking any sudden metaphysical awakening.

Catholic ritual functions even when belief wobbles. Protestantism, having stripped ritual back to avoid superstition, leaves belief carrying all the weight. Once belief falters, there’s nothing left to hold the structure together. No choreography. No inherited muscle memory. No symbolic surplus. Just a sermon competing with the rest of the week’s content.

Jung saw this coming. He understood that modern people would continue to need ritual even as they lost faith in the stories that once justified it. His worry wasn’t that people would abandon religion. It was that they would abandon ritual competence and then wonder why anxiety, fragmentation, and compensatory myth-making flooded in through the cracks.

From that angle, Catholicism’s current crisis looks different again.

The conservatives think ritual must be defended because it encodes truth.
The progressives think ritual can be loosened because truth can be updated.
Jung would have said both are missing the point.

Ritual persists because it does work that language cannot do. It orders time. It disciplines the body. It makes the invisible feel locally real. Strip away the incense, the repetition, the inherited forms, and you don’t get a purer faith. You get an exposed psyche scrambling for substitutes.

So when someone says, “I’m drawn to Catholicism because of the candles and incense,” they’re not being shallow. They’re being honest in a way theologians and sociologists often aren’t. They’re admitting that humans are not primarily convinced creatures.

They are conditioned ones.

Jung didn’t romanticise that fact. He warned about it. But he understood it well enough to say the thing modern institutions still resist admitting:
you can drain a ritual of meaning and it will still shape lives long after the doctrine has stopped persuading anyone.