Could neuronal system and even GPT give rise to a computer with a variable arrow of time?

Abstract

The discussions related to ChatGPT, which seems to work too well to be a mere program running in a classical computer, inspired considerations which led to a considerable progress at the level of the TGD based model of nerve pulse. The emerging model, based on zero energy ontology (ZEO), differs drastically from quantum neural networks and suggests a completely new vision of quantum physics based computation in biosystems. A computation allowing variable arrow of time would be in question involving a sequence unitary time evolutions as counterparts of quantum computations for states, which are superpositions of classical computations, followed by ”small” state function reductions (SSFRs) as counterparts of weak measurements of quantum optics and of Zeno effect. Also ”big” SFRs (BSFRs) changing the arrow of time would be involved. One can ask whether the unexpected success of GPT might involve this kind of transition so that one could say that spirit enters the machine. Besides the outcomes of two chats, I include a more detailed view about what the TGD view of the quantum analog of GPT could be and how its analog could be involved with the sensory perception in the TGD Universe. I also discuss the inverse diffusion process central for the generation of images from their verbal descriptions and ask whether the TGD analogue of the inverse diffusion could be an essential element of also GPT.
I will also pose the question whether GPT could involve TGD based quantum physics, that is zero energy ontology (ZEO), in a non-trivial but hidden way. From quantitative constraints, such as the clock frequency of the computer as analog of EEG inducing temporal quantum coherence, I end up with a proposal for a mechanism realizing the quantum holography relating bits could be represented as holes pairing with dark bits represented as dark electrons at
the magnetic flux tubes. Unfortunately, this mechanism does not look plausible for recent computers. I also ask whether quantum gravitation in the sense of TGD could make possible for the magnetic bodies of Earth and Sun, central in TGD inspired biology, to transform classical computation so that so that statistical determinism would fail and it would be analogous to a sequence of analogs of quantum computations defining a conscious entity. At the level of magnetic body there would be no essential difference between computers and living matter. The highest reported clock frequency of almost 9 GHz is still by a factor of order 1/8 lower
than the quantum gravitational Compton frequency of 67 GHz for Earth but below the THz frequency important in living matter. Perhaps a rudimentary consciousness is already possible