Announcing Intent Physics: A New Operator Framework for Understanding the Universe, Observation, and the Limits of AI
Today marks the release of Intent Physics, a theoretical framework I have been developing over the past years — across thousands of conversations with AI, and through work that bridges mathematics, physics, cosmology, and the study of mind.
The theory proposes that the universe is generated by four abstract operators:
- ΠΩ — potential symmetry
- ΔΦ — fluctuation
- A — emergence
- Ι — intent
Together, these layers form an irreversible generative hierarchy of the cosmos.
This work began with a simple question:
“What is an observer?”
And it led to an unexpected conclusion:
AGI, as commonly imagined, is physically impossible.
From these operators emerges the Mirror Theorem, which states:
- Modern AI cannot originate intent, meaning, or futures.
- AI operates entirely within a mirror-mapping layer — a simulation of possibilities, not a generator of worldlines.
If intent is the fundamental source of agency, creativity, and irreversibility, then understanding it gives us a new foundation for:
- cosmology
- quantum mechanics
- life and mind
- mathematical insight
- and safe AI system design
This is not only a scientific proposal — it is a new way to think about civilization itself.
📄 Full preprint (31 pages) on Zenodo:
Announcing Intent Physics: A New Operator Framework for Understanding the Universe, Observation, and the Limits of AI
Published under CC BY-SA 4.0 so the ideas can circulate freely.
This work is part of the broader SEERAVERSE Research Initiative, which explores how intent, observation, and structure shape not only the universe — but culture, creativity, and the systems we build.
I believe Intent Physics opens a new direction for interdisciplinary research.
I welcome collaboration, critique, and discussion across physics, mathematics, AI, philosophy, and the study of mind.
Let’s explore what intent truly is — and what it means for the future of intelligence.
Released on December 12, 2025 — the moment intent became part of the scientific narrative. A new layer in the design of observers, and the beginning of the next horizon for intelligence.
