Lux(λ) |光尘|空灵|GEB
Lux(λ) |光尘|空灵|GEB|Aug 02, 2025 08:23
🧵 1/ What is an 'organic computer'? It's not an AI that imitates the brain, nor is it just a Turing machine model. But rather a collaborative entity of three types of computing systems: Turing machine Oracle machine Ultra poor iterative system They together form an evolutionary, judgmental, and memorable computational organism. 2/ Category 1: Turing machines It processes Shannon information that is 100% reproducible, reproducible, and semantically free. This is the logic that your computer is executing today, rigorous in form, but without any 'meaning' at all. It only performs' deduction 'without' judgment '. 3/ Category 2: Oracle Machine Dealing with "undecidable problems" that Turing machines cannot solve. For issues such as the double flower problem and self referential paradox, external intuition is needed for judgment. It processes G ö del information: semantic, irreducible, but with judgment. 4/ Key issue: Oracle rulings cannot be fully restored by formal systems, nor can they be repeated. So how can we trust it? The answer is: dissipative structure. The judgment of the oracle must be embedded in the irreversible history of time evolution in order to be trusted. 5/ Dissipative structure="irreversible evolution orbit" in thermodynamic systems. It gives the oracle a physical trust endorsement of 'once done, it will not be tampered with'. This is precisely the underlying logic of the PoW Bitcoin mechanism: Instilling intuitive choices into physical time. 6/ The third type of system: ordinal logic systems with super poor iterations It is a bridge system used to coordinate: Formal computability of Turing machines The Non Formal Intuitive Judgment of Oracle Machine It constructs a structure that iterates layer by layer and gradually approaches completeness. 7/ The formal basis of this system comes from Turing's doctoral thesis: Logical Systems Based on Ordinals Turing designed a way to handle logical incompleteness through "super poor iteration", Build a bridge between form and intuition. 8/ Three types of systems can be analogized to the human mental structure: Turing machine=rational logical brain Oracle machine=Intuitive judgment brain Ultra poor iteration=consciousness and memory hierarchical system Their synergy is the essence of 'meaningful thinking'. 9/ G ö del information (informal judgment) is non reproducible. Just like the inspiration of "touching the scene and feeling emotions": it can only be realized in the moment, not encoded and simulated. This type of information requires shared storage between humans and the environment - it is also a source of emotions and experiences. 10/ Shannon information (computable information) is semantically meaningless, Just like binary 010101, compression, restoration, and transmission are all possible, But unless humans give it semantics, it will always be just a bunch of symbols. 11/ In the machine world, we can abstract G ö del information using "NP problem+asymmetric interaction": The verification of the solution is simple The search for solutions is undecidable But if you can find an effective path, it will be written into history, forming a memorable experience 12/ The Proof of Work (PoW) mechanism of Bitcoin, Essentially, it is a 'physical oracle': It embeds non repeatable judgments (block selection) into irreversible time, Make the oracle a credible and consensual structure. 13/ Summary: Organic Computer "=Turing Machine+Oracle Machine+Ultra poor Iteration It is not a biomimetic AI, but an abstract computational prototype in the natural order. In this model, logic, judgment, and memory are unified into a living system for the first time.
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