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Q1) By the mere copying of behaviors, no. It is clear that there are at least the a priori intuitions of space, time, and causality necessary for humans to obta
by ethn 7y ago
Q1) By the mere copying of behaviors, no. It is clear that there are at least the a priori intuitions of space, time, and causality necessary for humans to obtain any knowledge. It is within that a priori framework where concepts and then decisions are derived from.
Q2) This would require the knowledge of what is sufficient & necessary for AGI.
Q3) Minsky, Neumann, and most sophisticatedly, Norbert Weiner answered this question. Read page 33 of Weiner's Cybernetics. The real insight, where in what I will now explain in brevity is at the expense of the insight's resolution, is that in the nature of microscopic phenomena there are an exorbitant quantity of fickle components ("equal particles") whose positions, accelerations, velocities are all impossible to record because of that sheer quantity by the nature of this sphere of study. More so, there are then at least second-order coupling effects between all these fickle components due to their constant interaction. As a resolve, we have developed terms of statistical understanding. Weiner cites "cloud, temperature, turbulence, etc." all being concepts which are specifically defined in a statistical context.
Where as in the macroscopic sphere there are far fewer particles much further apart from each other with near certain initial masses, positions, and velocities.
The result? In the microscopic systems, because their properties are precisely defined statistically the distribution which predicts the future nor past for a given system isn't unique. That is, the future state (predicted by the distribution provided by some initial system) could have also been predicted by other distributions describing many other initial systems unless by "some miracle" there is a "tightly defined statistical range".
So are microscopic physics condemned to this paradox? Not necessarily, there may be some way to construct scientific objects from systems phenomena which don't require a statistical conception because they can be precisely defined from a microscopic systems point of view temporally & spatially. However, this would require a revolution in theory and likely mathematics
- lidHanteyk 7y agoI dislike the cybernetic approach because I find that it first commits to epistemic helplessness, saying that we know nothing of particles. Perhaps that was reasonable when QM was so young, but these days we can use QM for a better answer. This isn't complete, but it helps a lot. First, note that CPT-symmetry can be extended up to the macroscopic level. Einstein's thought experiments about time involve macroscopic entanglement. For example, given that a red ball and a blue ball are each in their own boxes, and one possesses one box, then the box is entangled to have either a red or blue ball inside. We can use linear logic to reason about these situations; one holds the multiplicative disjunction of red and blue. Second, note that in order to make MWI's numbers work, we need not just branching of possibilities, but also coalescing. Imagine that, in empty space, we suddenly have a single virtual-particle pair; the diagram would look like () with time vertical. At the beginning, we have one universe; during the split, two universes, one for each chirality of the pair; afterwards, one universe. When we split, the probabilities of each possible universe decrease. Now, imagine doing this with more pairs, and verify that the Binomial Theorem manifests. This gives the same rise to macrostate-like entropy as Boltzmann's approach to thermodynamics, but only using QM particles and QM logic; a QM state is likelier when more of the many worlds in MWI would support its existence. Putting these together, we may conclude that Loschmidt's paradox is an incomplete part of a bigger paradoxical complaint: We can see that there are time-reversible and time-irreversible behaviors, both in particles and in macroscopic systems. The time-reversible behaviors seem to govern resources; the time-irreversible behaviors seem to govern entropy. The two logics for these two sets of behaviors are distinct; linear logic and intuitionistic logic can intertwine, but here they don't appear to do so. Why not?
- ethn 7y ago> I dislike the cybernetic approach because I find that it first commits to epistemic helplessness The confusion here is that my statement has nothing to do with cybernetics. Although it’s taken from his book titled Cybernetics, almost 60% of the book isn’t about cybernetics but instead a philosophy and analysis of Science as it progresses through history. Though it’s fair to Wiener to preemptively note there is no failure in epistemology in one of the most successful theories which holds ground in neurons, to electrical circuits, traffic engineering, the abstract feedback loop. There’s no assumption that “we know nothing of particles”. Wiener originally wrote the book in 1948 and completed the second edition in 1961. He made significant contributions to quantum mechanics[0]. It’s quite suspect to make such a defamatory remark about Wiener’s cybernetics given his quantum knowledge and the field as a whole. In fact, what would cybernetics possibly be predicting about the interactions between a particular system of which each component cannot exhibit a property? Surely some property must be being reinforced by means of itself or another auxiliary property. QM & Cybernetics answer completely separate questions. You’re missing the bigger picture. The irreversibility in any physical phenomenon is only through scientific paradigms which are probabilistic—such as thermodynamics, temperature, cloud, turbulence etc. These concepts are simply more powerful in dynamical systems, which are always due to microscopic phenomena, where there are no analytical, deterministic solutions for the otherwise favored deterministic paradigms (e.g. three-body problem). “while when a great number of atoms (of the order of Avogadro’s number) is considered, this energy related to irreversibility becomes so large that its order of magnitude must be taken into account. Consequently, macroscopic irreversibility results related to microscopic irreversibility by flows of photons and amount of atoms involved in the processes.” [0] https://www.ams.org/books/psapm/052/psapm052-endmatter.pdf https://www.ams.org/books/psapm/052/psapm052-endmatter.pdf [1] https://www.nature.com/articles/srep35796 https://www.nature.com/articles/srep35796