
I begin with developments in artificial intelligence and move toward the philosophical core.
1. Symbolic Regression
Between 2020–2023, AI systems based on symbolic regression emerged.
One notable example was developed by researchers at ETH Zurich and MIT.
The idea: feed AI only experimental data — and it attempts to extract the mathematical equation describing it.
Remarkably, it rediscovered Newton’s laws, re-derived gravity equations, and extracted relations in complex astronomical systems.
It did not “understand” physics.
It searched for the simplest mathematical structure explaining the data.
2. Discovering Laws in Complex Systems
In 2023, researchers published in Nature about AI discovering:
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Hidden conservation laws
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Equations describing double pendulum motion
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Chaotic systems difficult to derive manually
The AI was not given the law — it inferred it from data.
Did it prove them?
AI proposes equations, tests them numerically, verifies alignment with data.
Formal mathematical proof is still performed by humans.
3. AI Feynman (2019)
Named after Richard Feynman, the system aimed to discover physical laws automatically.
It successfully rediscovered more than 100 physics equations from data alone — a genuine scientific achievement.
So can AI discover entirely new laws?
Yes — early evidence suggests so.
The philosophical point: AI does not create from nothing; it extracts latent structure from data.
This raises a deeper question:
Are laws inherent in nature waiting to be discovered?
Or are they human mathematical formulations making nature comprehensible?
AI discovering new equations is not a trivial technical event.
Historically, discovery was a purely human act — a conscious mind confronting mystery.
Now a third entity enters: a computational system without feeling or contemplation — yet reaching correct conclusions.
Does knowledge require consciousness?
Or is correctness enough?
Is mind a biological property — or a universal structure?
Perhaps mind is not matter, but information organization.
AI may solve — but it does not witness.
Is witnessing required for truth?

