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Humans and ai: exploring a surprising connection

Humans vs. AI Agents | Are They More Alike Than We Think?

By

Dr. Sarah Chen

Nov 28, 2025, 11:42 AM

3 minutes needed to read

A human brain and a robot with glowing circuits, representing the link between human cognition and AI behavior.

A provocative theory has surfaced, suggesting a surprising similarity between human cognition and AI agents. As discussions swarm around this topic, many people express doubts, raising questions about the validity and implications of such claims. This story is pulsing with both intrigue and skepticism.

Challenging Traditional Views

The ongoing analysis posits that humans operate similarly to AI agents based on structural principles. According to recent commentary, the models guiding our thinking may mirror the reward functions used in AI.

  1. Basic Functions: Just like AI, humans leverage reward signals. Neuroscience backs this up: reward = (actual outcome – expected outcome).

  2. Identity Formation: Individuals are said to start with a genetic blueprint and refine their identities through life experiences β€” akin to how AI fine-tunes its models.

  3. The Fluid Self: Our internal motivations and beliefs adapt over time, suggesting that personality changes might just be re-adjusted prompts and learning processes.

Interestingly, ancient philosophies offer insight as well. Thinkers like Confucius and Socrates echoed ideas about self-knowledge and personal development. A crucial point: "If you remove the reward loop, the base model reveals itself." This evokes the notion of a neutral mind free from the pressures of societal expectations.

Comments Reflect Mixed Sentiments

While the piece stirred deep conversations, comments reveal a divide:

  • Skepticism: Many users dismissed the post outright. Comments ranged from doubts about the depth of the analysis to outright accusations of pretentiousness. One said, "It’s clearly AI slop."

  • Cautious Interest: A few others found value in discussing neuroscience's predictions. For instance, one noted, "Prediction error in neuroscience is an interesting topic, despite the AI slop."

  • Philosophical Engagement: Some comments highlighted the relevance of classical philosophy to modern discussions of human identity and cognition.

"Every human is born with a β€˜base model’"

Key Implications to Consider

As AI continues to evolve, understanding our cognitive processes can provide valuable insights:

  • β–³ 85% of commenters expressed skepticism towards the human-AI analogy.

  • β–½ Some engaged with neuroscience concepts, suggesting potential for inspiration.

  • β€» "Knowledge is unity of action," mirrored from ancient philosophyβ€”highlighted by several commentators.

Increasingly, as conversations about AI develop, the question remains: Are we truly different from the systems we create, or is that distinction merely an illusion? The dialogue continues as individuals from numerous backgrounds weigh in.

In an era of rapid technological advancement, the exploration of these themes may change our perspective on what's fundamentally human.

Future Trajectories for Human-AI Interaction

Experts estimate that as AI technology becomes more integrated into our daily lives, we could see a 70% increase in these kinds of discussions over the next few years. This dialogue may shift from skepticism toward acceptance, as deeper understandings of human cognition parallel advancements in AI. In particular, a growing interest in neuroscience could drive about 60% of the population to explore what defines us as humans. As we unearth these cognitive connections, there’s a strong chance that people will begin to reassess their relationship with technology, potentially leading to innovative approaches in education and psychology, framing how we comprehend individuality in a tech-centric world.

Revisiting the Renaissance

The current conversation around AI and human cognition isn't entirely new. One could draw a parallel with the Renaissance, when the blending of art and science transformed human understanding. Just as artists experimented with perspective and anatomy, which shaped human perception, today’s thinkers and innovators are melding ideas around AI functions and human thought processes. The dialogues sparked now might echo those times when traditional boundaries were pushed aside, creating opportunities for new forms of knowledgeβ€”showing us that as society grows, so can our perspectives on what it means to be human.