I'm an independent researcher, currently funded by ARIA under the 'Safeguarded AI' programme, phase TA1.1. I'm also in the process of finish my PhD at the University of Strathclyde, part of the MSP group, under the supervision of Neil Ghani, Radu Mardare and Jules Hedges. I work in applied category theory, focusing on developing a…
🌐 Visit Matteocapucci.wordpress.com
🌐 Matteocapucci.wordpress.com besuchen
✍️Write rieview ✍️Rezension schreiben 🏷️Get Badge! 🏷️Abzeichen holen! ⚙️Edit entry ⚙️Eintrag bearbeiten 📰News 📰Neuigkeiten
Professor F. William Lawvere discusses (on p. 12, following the above quote) how to bust the myth based on nailed-down descriptions of special objects 1, 2, and 3, which serve as domains for the arrows that are the objects, maps, and commutativities; the corresponding structure made of these component objects along with the structural maps between them is displayed in Fig. 8; https://zenodo.org/records/7164047). We also need another component object 4 (associativity), in addition to the above 1, 2, and 3 (https://github.com/mattearnshaw/lawvere/blob/master/pdfs/1966-category-of-categories-as-a-foundation-for-mathematics.pdf, p.8).
24.1.2024 05:11Comment on On elements in category theory by Conceptual MathematicsMy hearty congratulations Sir! I'm very happy to see you focus on reflective subcategories; one of these days I'll write to you requesting your help in constructing a category of Reflecting (with structure-semantics adjoints as objects) to complement the more familiar categories of Being (unity / reflexive graphs) and of Becoming (change / dynamical systems). In the absence of a/the category of Reflecting, the so-called cognitive science will continue to be a failed enterprise (https://drive.google.com/file/d/1hqPzhQhUWaIm5X_L1mvzVVLegeR7s3g4/view?usp=sharing).
24.1.2024 03:33Comment on I’ve been posting on LocalCharts by Conceptual MathematicsI've been amiss from here since August, but only because I've been prolific somewhere else.
4.1.2024 09:00I’ve been posting on LocalChartseven more antiquated habbit that many cat theorists can't quit: syntax vs. semantics (blame it all on Chomsky ;) then there is that "concrete particular" ;)
26.8.2023 21:07Comment on On elements in category theory by Conceptual MathematicsIn reply to <a href="https://matteocapucci.wordpress.com/2023/07/15/no-the-yoneda-lemma-doesnt-solve-the-problem-of-qualia/#comment-152">mattecapu</a>. My point is that you need to have all mutations of altered color-perception AND instinctual responses that appropriately respond to this change of color-perception, which is extremely unlikely. Having an inverted spectrum of perception, but only instinctual responses to non-inverted perception wont activate the response in that individual, putting them under negative evolutionary pressure. Likewise, having a non-inverted spectrum of perception, but only instinctual responses to inverted perception wont activate the response in that individual either, also putting them under negative evolutionary pressure. Thus, these instinctual responses to color-perception are enough to fix an (admittedly probabilistic) equalizer from a space of instinctual responses and color-perception, with only probabilistic isomorphic arrows between spaces instinctual responses and probabilistic isos between spaces of color perception. Unless you believe biological variation behaves like magic, this does fix or 'overdetermine' an (admittedly probabilistic) equality given by the induced equalizers. And equalizers are indeed able to be described via Yoneda. So your assertion that Yoneda lemma can only discern at the level of isos for this particular category is ill-posed, at least probabilistically. Yes, you could claim that an individual could have all the mutations so that color-perception and all corresponding color-dependent instinctual responses that are iso to those in another person are present, but I'll counter that the series of mutations required to make such a square to commute is so improbable, it is not really worthy of consideration. Its like arguing any key can in theory open any locked door, because in theory keys and door-locks can be switched, even though the probability is exceedingly low. Interestingly, this even gives an experiment test for the possibility of altered color-perception between individuals: search for individuals whose color-dependent normal or even supernormal instinctual responses mismatches that of their wider group, preferably clones, controlling for color-blindness. Search for altered genes or gene expression in those individuals genomes and see if when those genes are put in other individuals, the mismatch persists. If so, then there is grounds to think color-perception is truly mutable. So now it's an empirical question, not a mere philosophical one.
23.8.2023 21:23Comment on No, the Yoneda lemma doesn’t solve the problem of qualia. by Keith E PetersonIn reply to <a href="https://matteocapucci.wordpress.com/2023/07/15/no-the-yoneda-lemma-doesnt-solve-the-problem-of-qualia/#comment-151">Keith E Peterson</a>. You confuse subjective experience with objective experience. Replacing qualia with 'isomorphic' (whatever this means) ones, by definition, doesn't change their functional effects. Hence there wouldn't be any evolutionary advantage difference. Also, as I argue in the post 'relations [...] overdetermine color perception' is not what Yoneda lemma says.
23.8.2023 08:20Comment on No, the Yoneda lemma doesn’t solve the problem of qualia. by mattecapu*Knock knock* “Who is there?” “It’s evolutionary biology barging in to point out that if color perception is altered to some isomorphic remapping of colors, then evolved behaviours involving color would put those with altered perceptiond at an evolutionary disadvantage, i.e. seeing red as green would cause them to increase their likelihood of dying from handling poisonous creatures, plants, or fungi, due to a diminished avoidance response.” In other words, the relations between the colors of things in nature, psychological response crafted by the past survival of humans and their ancestors, and the space of color perception, overdetermine color perception enough to falsify the ‘inverted color problem’. So yes, the Yoneda lemma does solve the issue.
23.8.2023 01:55Comment on No, the Yoneda lemma doesn’t solve the problem of qualia. by Keith E Peterson[…] I remarked in one of my last posts, objects of a category are mere labels which are substantiated by morphisms. In particular, […]
21.8.2023 09:07Comment on No, the Yoneda lemma doesn’t solve the problem of qualia. by On elements in category theory – General abstract nonsense.Today I stumbled upon a quote by Lawvere: There has been for a long time the persistent myth that objects in a category are “opaque”, that there are only “indirect” ways of “getting inside” them, that for example the objects of a category of sets are “sets without elements”, and so on. The myth seems … Continue reading On elements in category theory
21.8.2023 09:07On elements in category theoryIn reply to <a href="https://matteocapucci.wordpress.com/2022/12/21/mathematicians-dont-care-about-foundations/#comment-145">Madeleine Birchfield</a>. "One doesn’t need the additional hardship of telling classical mathematicians that they have to give up on LEM and AC, that in the foundations the intermediate value theorem cannot be proven, the fundamental theorem of algebra cannot be proven, that all real numbers have an infinite decimal expansion cannot be proven, and that all vector spaces are free cannot be proven, all facts that a classical mathematician would take to simply be true." On second thought, while constructive mathematicians cannot prove that these statements are true in constructive mathematicians, they still can prove that "LEM implies the intermediate value theorem", "LEM implies the fundamental theorem of algebra", et cetera, in the sense that one could construct a function with domain a type representing LEM for a universe and codomain a type representing the IVT or the FTA, et cetera.
9.8.2023 14:36Comment on Mathematicians don’t care about foundations by Madeleine BirchfieldIn reply to <a href="https://matteocapucci.wordpress.com/2022/12/21/mathematicians-dont-care-about-foundations/#comment-145">Madeleine Birchfield</a>. Re the first thing, yes I'm aware they're distinct that's why I said both things in that sentence :) Re the second, I fully agree!
8.8.2023 06:29Comment on Mathematicians don’t care about foundations by mattecapu“Many people seem to believe mathematicians work in non-constructive, non-structural, battered foundations because they love their Platonic realm and have a kink for AC and LEM.” The notions of non-constructive and non-structural are rather independent of each other. Most mathematicians will likely continue to work with AC and LEM even if they switch to a structural set theory like ETCS or a dependent type theory like the one in Lean. On the other hand, constructivists are and have in the past been very comfortable using non-structural set theories like IZF or CZF. “In fact, I’m sure if at the start of an undergrad mathematical curriculum we provided students with a good ‘naive type theory’, mathematicians would just grow to use it. They’d still won’t care, but they’d happily credit Martin-Löf for giving legitimacy to their mathematics instead of Cantor, Zermelo and Fraenkel.” Personally, I’ve come to the conclusion that if naive dependent type theory is to succeed at replacing naive set theory as the default syntax that mathematicians use, dependent type theorists would have to present their theories with universes satisfying LEM and (the set-theoretic) AC, so that the subject could be made more accessible to classical mathematicians. Compared to the general population of mathematicians, constructive mathematicians are a small minority, and predicative constructive mathematics even smaller of a minority; the population of classical mathematicians dwarf them both. In practice, the dominant approaches to dependent type theory, MLTT and cubical type theory, are primarily constructive and predicative in nature, which means that not only is there a material-structural gap in understanding, there is also a gap on what statements are provable in the foundations. It is hard enough to get a mathematician who is used to membership being a proposition which could be negated and sets being elements of other sets to adjust to the notion that sets and elements are completely different things and membership is a typing judgment with no truth value. One doesn’t need the additional hardship of telling classical mathematicians that they have to give up on LEM and AC, that in the foundations the intermediate value theorem cannot be proven, the fundamental theorem of algebra cannot be proven, that all real numbers have an infinite decimal expansion cannot be proven, and that all vector spaces are free cannot be proven, all facts that a classical mathematician would take to simply be true.
8.8.2023 04:36Comment on Mathematicians don’t care about foundations by Madeleine BirchfieldI’ve just read one of the best pieces of writing about the why of applied category theory I ever had the pleasure to read. I resonate so much with it that I want to copy it verbatim here: How can we gain the benefits of standardization, compositionality and generality? There is no one answer, ex[c]ept … Continue reading A complexity-taming thing
6.8.2023 17:07A complexity-taming thingCategory theory is an extremely insightful subject but its generality, the plethora of structural heuristics it provides, as well as its apparent conceptual simplicity make it very prone to cargo-culting. And the Yoneda lemma, being one of the most prominent theorems in category theory and one a student encounters relatively early, is object of many … Continue reading No, the Yoneda lemma doesn’t solve the problem of qualia.
15.7.2023 11:34No, the Yoneda lemma doesn’t solve the problem of qualia.I’m in the business of categorical cybernetics. But what is it exactly? Jules Hedges coined the term some years ago (2019), after he had been working on compositional game theory for serveral years already. He moved to Glasgow the following year, and at the same time I moved there to start my PhD. In fact, … Continue reading A personal prospect of categorical cybernetics
16.5.2023 09:28A personal prospect of categorical cyberneticsHere’s my take: social structures are the most impactful technology humans ever developed. Some might be already frowning. ‘Social structures’ does not even fall into what most people would probably call technology. After all, it has to be something concrete that, ideally, I can throw out of a window, no? According to the dictionary, technology … Continue reading The unreasonable effectiveness of social structures
10.4.2023 19:45The unreasonable effectiveness of social structuresLast night I finally wrapped my head around a definition of fibration which has been confusing me for a while. I thought I’d know how it worked until I didn’t, only to realize my confusion stemmed from the fact I was looking at two subtly different definitions which are nonetheless equivalent. This made me angry … Continue reading Grrr(othendieck) fibrations
2.2.2023 13:21Grrr(othendieck) fibrationsMany people seem to believe mathematicians work in non-constructive, non-structural, battered foundations because they love their Platonic realm and have a kink for AC and LEM. The reality is most mathematicians don’t have a clue about foundations, they don’t care, and happily work informally for all their lives. Case in point, mathematical foundations are a … Continue reading Mathematicians don’t care about foundations
21.12.2022 00:18Mathematicians don’t care about foundationsTai-Danae Bradley gave a very interesting talk today, for the series of Cats4AI lectures about the following paper, with the usual stellar insights and intuitions she’s able to communicate. My understanding of the situation is the following (and I hope she’ll correct me if I’m wrong). At a first approximation, a language model (LM) learns … Continue reading Enriched categories for language models
12.12.2022 19:13Enriched categories for language modelsIn mathematics, proofs are all the rage. I’m currently TAing a course on theory of computation, which is the most math many students have seen in the last four years, and definitely not high school style mathematics (i.e. ‘shut up and calculate’). So I’ve been asked some tips on how to cope with proof writing … Continue reading Tips on learning how to write proofs
30.1.2022 11:48Tips on learning how to write proofs