#logicprogramming — Public Fediverse posts

Readings shared May 5, 2026. https://jaalonso.github.io/vestigium/posts/2026/05/05-readings_shared_05-25-26 #AI4Math #Agda #FunctionalProgramming #Haskell #HoTT #ITP #IsabelleHOL #LeanProver #Lisp #LogicProgramming #Math #Programming #Prolog #Python #Scheme

Readings shared April 14, 2026. https://jaalonso.github.io/vestigium/posts/2026/04/15-readings_shared_04-14-26 #AI4Math #Autoformalization #FunctionalProgramming #Haskell #ITP #IsabelleHOL #LeanProver #Logic #LogicProgramming #Math #Prolog #RocqProver

Readings shared April 14, 2026. https://jaalonso.github.io/vestigium/posts/2026/04/15-readings_shared_04-14-26 #AI4Math #Autoformalization #FunctionalProgramming #Haskell #ITP #IsabelleHOL #LeanProver #Logic #LogicProgramming #Math #Prolog #RocqProver

Readings shared April 14, 2026. https://jaalonso.github.io/vestigium/posts/2026/04/15-readings_shared_04-14-26 #AI4Math #Autoformalization #FunctionalProgramming #Haskell #ITP #IsabelleHOL #LeanProver #Logic #LogicProgramming #Math #Prolog #RocqProver

Readings shared April 14, 2026. https://jaalonso.github.io/vestigium/posts/2026/04/15-readings_shared_04-14-26 #AI4Math #Autoformalization #FunctionalProgramming #Haskell #ITP #IsabelleHOL #LeanProver #Logic #LogicProgramming #Math #Prolog #RocqProver

Readings shared April 14, 2026. https://jaalonso.github.io/vestigium/posts/2026/04/15-readings_shared_04-14-26 #AI4Math #Autoformalization #FunctionalProgramming #Haskell #ITP #IsabelleHOL #LeanProver #Logic #LogicProgramming #Math #Prolog #RocqProver

Readings shared April 4, 2026. https://jaalonso.github.io/vestigium/posts/2026/04/04-readings_shared_04-04-26 #AI #AI4Math #ATP #Agda #AlphaProof #Autoformalization #CategoryTheory #CoqProver #FunctionalProgramming #ITP #IsabelleHOL #LLMs #LambdaCalculus #LeanProver #Lisp #Logic #LogicProgramming #LLMs #Math #Physics #Programming #Prolog #Racket #RocqProver #Vampire

Readings shared April 4, 2026. https://jaalonso.github.io/vestigium/posts/2026/04/04-readings_shared_04-04-26 #AI #AI4Math #ATP #Agda #AlphaProof #Autoformalization #CategoryTheory #CoqProver #FunctionalProgramming #ITP #IsabelleHOL #LLMs #LambdaCalculus #LeanProver #Lisp #Logic #LogicProgramming #LLMs #Math #Physics #Programming #Prolog #Racket #RocqProver #Vampire

Readings shared April 4, 2026. https://jaalonso.github.io/vestigium/posts/2026/04/04-readings_shared_04-04-26 #AI #AI4Math #ATP #Agda #AlphaProof #Autoformalization #CategoryTheory #CoqProver #FunctionalProgramming #ITP #IsabelleHOL #LLMs #LambdaCalculus #LeanProver #Lisp #Logic #LogicProgramming #LLMs #Math #Physics #Programming #Prolog #Racket #RocqProver #Vampire

Readings shared April 4, 2026. https://jaalonso.github.io/vestigium/posts/2026/04/04-readings_shared_04-04-26 #AI #AI4Math #ATP #Agda #AlphaProof #Autoformalization #CategoryTheory #CoqProver #FunctionalProgramming #ITP #IsabelleHOL #LLMs #LambdaCalculus #LeanProver #Lisp #Logic #LogicProgramming #LLMs #Math #Physics #Programming #Prolog #Racket #RocqProver #Vampire

Readings shared April 4, 2026. https://jaalonso.github.io/vestigium/posts/2026/04/04-readings_shared_04-04-26 #AI #AI4Math #ATP #Agda #AlphaProof #Autoformalization #CategoryTheory #CoqProver #FunctionalProgramming #ITP #IsabelleHOL #LLMs #LambdaCalculus #LeanProver #Lisp #Logic #LogicProgramming #LLMs #Math #Physics #Programming #Prolog #Racket #RocqProver #Vampire

@screwlisp @kentpitman regarding the discussion we had after the #LispyGopherClimate show ended, MiniKanren is logic programming language embedded in Scheme (sort-of like a Prolog implemented in Scheme and coded with S-expressions), and you can use machine leaning methods like neural networks to guide the search tree of the goal solver mechanism. This paper is an example of what I was talking about.

Even before LLMs were invented, MiniKanren was able to do program synthesis using purely symbolic logic. They developed a prototype called Barliman where you would provide example input->output pairs as constraints, and using a constraint solver, could generalize those examples to a function that generates any output for any input. As a simple example, you could give it the following input-output pairs:

1. () -> ()
2. (a) () -> (a)
3. () (a) -> (a)
4. (a) (a) -> (a a)

…and the constraint solver could determine that you are trying to implement the append function for lists and write the code automatically — without LLMs, using purely symbolic logic.

As you might expect, the solver could be very slow, or even diverge (never returning an answer). The paper I mentioned above talks about using neural networks to try to guide the constraint solver to improve the performance and usefulness of the results returned by the solver.

Now imagine applying this technique to other domains besides code generation or optimization, for example, auto-completion, or cache pre-fetching, and building it into a programmable computing environment like Emacs. You could have a tool like “Cursor,” but instead of using LLMs, it uses classical computing and constraint solvers, while taking a fraction of the amount of energy that LLMs use.

#tech #software #AI #LLM #MachineLearning #NeuralNetwork #ConstraintLogic #ConstraintSolver #LogicProgramming #Prolog #MiniKanren #Emacs #Lisp #Scheme #SchemeLang #ProgramSynthesis

Readings shared December 7, 2025. https://jaalonso.github.io/vestigium/posts/2025/12/08-readings_shared_12-07-25 #CoqProver #FunctionalProgramming #HOL #Haskell #ITP #IsabelleHOL #LeanProver #LogicProgramming #Math #Prolog #Python

Readings shared July 12, 2025. https://jaalonso.github.io/vestigium/posts/2025/07/13-readings_shared_07-12-25 #ASP #ATP #CLP #CategoryTheory #CoqProver #Emacs #FunctionalProgramming #Haskell #ITP #IsabelleHOL #LLMs #LeanProver #Logic #LogicProgramming #Math #Prolog #ProofTheory #Prover9

Teaching logic programming: a review. ~ Serhiy O. Semerikov et als. https://elibrary.kdpu.edu.ua/bitstream/123456789/12019/1/CTE_838_Semerikov_et_al.pdf #LogicProgramming #Prolog #ASP #CLP

Implementing Logic Programming

https://btmc.substack.com/p/implementing-logic-programming

#HackerNews #Implementing #Logic #Programming #Programming #LogicProgramming #HackerNews #Substack #TechInsights

Ah yes, nothing screams "cutting-edge tech" like using #Prolog to solve a Layton Puzzle 🤹‍♂️. Because rewriting chapters on logic programming is what will really push humanity forward in 2025 🚀.
https://buttondown.com/hillelwayne/archive/a48fce5b-8a05-4302-b620-9b26f057f145/ #cuttingEdgeTech #LogicProgramming #LaytonPuzzle #Innovation2025 #HackerNews #ngated

Readings shared March 27, 2025. https://jaalonso.github.io/vestigium/posts/2025/03/27-readings_shared_03-27-25 #CLP #Coq #FunctionalProgramming #Haskell #ITP #IsabelleHOL #LeanProver #Logic #LogicProgramming #Math #ProgramaciónFuncional #Prolog #Rocq #TeXLaTeX

Apuntes de programación lógica (Hasta Prolog y más allá). ~ Joaquín Arias. https://burjcdigital.urjc.es/server/api/core/bitstreams/c5a03eda-4615-4b16-a6ab-650bad265f1e/content #LogicProgramming #Prolog #CLP

Readings shared March 24, 2025. https://jaalonso.github.io/vestigium/posts/2025/03/24-readings_shared_03-24-25 #AI #FunctionalProgramming #Haskell #ITP #IsabelleHOL #LLMs #LeanProver #Lisp #LogicProgramming #MachineLearning #Math #Otter #Prolog #Prover9

Readings shared March 18, 2025. https://jaalonso.github.io/vestigium/posts/2025/03/18-readings_shared_03-18-25 #AI #ASP #ATP #CLP #CommonLisp #Datalog #FunctionalProgramming #Haskell #ITP #IsabelleHOL #Logic #LogicProgramming #Mace #Math #Otter #Prolog #Prover9 #SMT #Z3

Teaching logic programming: a review. ~ Serhiy O. Semerikov, Iryna S. Mintii, Natalia V. Moiseienko. https://acnsci.org/journal/index.php/cte/article/view/838/860 #LogicProgramming #Prolog #ASP #CLP #Datalog

Readings shared March 12, 2025. https://jaalonso.github.io/vestigium/posts/2025/03/12-readings_shared_03-12-25 #AI #ATP #Constraints #Haskell #ITP #IsabelleHOL #Jape #LeanProver #Logic #LogicProgramming #Mace #MachineLearning #Math #NLP #Otter #PVS #Prolog

Readings shared March 11, 2025. https://jaalonso.github.io/vestigium/posts/2025/03/11-readings_shared_03-11-25 #AI #ATP #Emacs #FormalVerification #Haskell #ITP #IsabelleHOL #Jape #LLMs #LeanProver #Logic #LogicProgramming #MAS #Mace #Math #Otter #PVS #Prolog #SMLs #SMT #Scala #Z3

I'm teaching my first lecture at the new job today, about probabilistic logic programming, probabilistic inference, and (weighted) model counting.

Some of the required reading is a paper (https://eccc.weizmann.ac.il/eccc-reports/2003/TR03-003/index.html) that was written by a great mentor of mine, prof. dr. Fahiem Bacchus. He passed away just over 2 years ago, and I am honoured to keep his memory alive by teaching his ideas to a new generation of students. Hope to do him proud. 🌱

Please send good vibes? 🥺

#AcademicChatter #AcademicLife #AcademicMastodon #Teaching #Probability #ProbabilisticInference #Probabilities #Logic #LogicProgramming #PropositionalModelCounting #ProbabilisticLogicProgramming #ModelCounting #PropositionalLogic #WeightedModelCounting #DPLL #BayesianProbability #BayesNets #BasianStatistics #BayesianInference #BayesianNetworks #KnowledgeCompilation #DecisionDiagrams #BinaryDecisionDiagrams

Readings shared October 26, 2024. https://jaalonso.github.io/vestigium/posts/2024/10/26-readings_shared_10-26-24 #ILP #LogicProgramming #AI #MachineLearning

Neuro-symbolic agent with ASP for robust exception learning in text-based games. ~ Kinjal Basu. http://platon.etsii.urjc.es/~jarias/ICLPWorkshops2024/short7GDE24.pdf #ILP #LogicProgramming #AI #MachineLearning

Lecturas compartidas el 30 de mayo de 2024. https://jaalonso.github.io/vestigium/posts/2024/05/31-lecturas_compartidas_el_30-may-24 #ITP #Lean4 #IsabelleHOL #Coq #Theorema #HOL_Light #Math #ATP #Prover9 #Vampire #TPTP #FunctionalProgramming #Haskell #LogicProgramming #Prolog #AI #LLMs

Lecturas compartidas el 17 de marzo de 2024. https://jalonso.substack.com/lecturas-compartidas-el-17-de-marzo #ATP #CurryHoward #FunctionalProgramming #Haskell #ILP #ITP #LambdaCalculus #Lean4 #Logic #LogicProgramming #Math #Programming #Python

Lecturas compartidas el 16 de marzo de 2024. https://jalonso.substack.com/lecturas-compartidas-el-16-de-marzo #Coq #FormalVerification #ILP #ITP #IsabelleHOL #Lean4 #LogicProgramming #SMT #cvc5

Applications of inductive logic programming. ~ Ivan Bratko, Stephen Muggleton (1995). https://dl.acm.org/doi/pdf/10.1145/219717.219771 #ILP #LogicProgramming

not that the world really needs more computer science conferences, but i keep wondering if there’s appetite for one focused on procedural generation/generative computation, i.e. the union of PCG, generative art, program synthesis, &c.

mostly, it would really help to have a name for this field that people don’t mistake for consisting entirely of text2image statistical models

#generativeArt #genartclub #generativeAI #procgen #proceduralcontentgeneration #programsynthesis #logicprogramming