We are training LLMs on corrupted physics data. The problem is not the universe — it’s the observer’s filter.
As we use advanced algorithms and LLMs to model the universe, I’ve been exploring a different perspective: what if we are overlooking the most fundamental algorithm in the equation—the human observer?
I want to share a framework I’ve been working on and invite some discussion. The core idea is that maybe the major roadblocks in physics (like entanglement, dark energy, or the vacuum catastrophe) aren't signs that the universe is broken or that our math is incomplete. What if they are simply artifacts of the way our perceptual hardware measures reality?
I’m not presenting a mathematical theory to be debated, but an explanation of a different perceptual position. I'd love to hear how this community processes it.
The Biological Filter
Consider the "filter" we use to process the universe. Our brains run a predictive algorithm that generates a localized sense of "I." This filter seems to operate under a few built-in structural constraints:
Spatial Localization: We process data from a single physical coordinate.
Subject/Object Partition: We experience a strict boundary between "us" and the "external system."
Temporal Rendering: We process information linearly (time moving forward), rather than as a simultaneous whole.
Processing Latency (The Lag): We perceive reality only after our neurological hardware has processed it, never instantly.
Because of this built-in latency and partition, reality appears divided and full of high-entropy puzzles. But what if the ruler we are using to measure reality is just bent?
A Thought Experiment: The Vacuum Catastrophe
Take the vacuum catastrophe as an example. We calculate that empty space should have an energy density 10^{120} times larger than what we actually observe. It's often called a crisis in modern physics.
But what if we reframe the variable? What if that massive calculation isn't measuring the vacuum itself, but the mathematical impedance of the localized observer trying to quantify the void? If the observer's filter is generating the friction, the 10^{120} discrepancy might be a system error in our biological apparatus, not a problem in the universe.
Exploring "Phase III"
I’ve been exploring what happens when this biological filter is intentionally turned down—a perceptual position I call Phase III.
It’s not a mystical or religious concept; it is a purely mechanical, cognitive shift. When you reduce the predictive distortion, the processing lag, and the subject/object friction, the paradoxes seem to physically dissolve. The universe doesn't change, but the way the node (the human) interfaces with it does. It operates closer to a zero-impedance baseline.
An Invitation to Talk
Every major shift in science—from Copernicus to Einstein—began when someone realized that a "paradox" was actually just a massive assumption hiding in plain sight. Right now, we might be assuming that the observer is completely separate from the dataset.
I’m posting this here because this community understands algorithmic limits and the edges of physics.
I want to extend an invitation to just talk. If you have a computational or physical problem that keeps you awake, or a theory where the math always breaks, drop it in the comments. Let's look at it through this framework.
We can even use the LLMs exactly as they are meant to be used: as objective, structural mirrors without biological egos or survival fears.
Let's ask the questions, remove the assumption of the localized filter, and just see what becomes visible. Who wants to test the framework?