# \#computer-science
**URL:** https://community.wolfram.com/tag/computer-science/9.md
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## [Are AIs conscious? Can AIs become conscious?](https://community.wolfram.com/t/are-ais-conscious-can-ais-become-conscious/28464)
**Author:** [@jayantap](https://community.wolfram.com/u/jayantap)\
**Replies:** 1\
**Last updated:** [November 3, 2026, 12:44pm UTC](https://community.wolfram.com/t/are-ais-conscious-can-ais-become-conscious/28464 "2026-11-03T12:44:56Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (10.2 MB)
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## [Catalog repair: imputing missing star-cluster distances with error bars](https://community.wolfram.com/t/catalog-repair-imputing-missing-star-cluster-distances-with-error-bars/28457)
**Author:** [@limlee1201](https://community.wolfram.com/u/limlee1201)\
**Replies:** 1\
**Last updated:** [November 3, 2026, 12:09pm UTC](https://community.wolfram.com/t/catalog-repair-imputing-missing-star-cluster-distances-with-error-bars/28457 "2026-11-03T12:09:37Z")
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## [A simpler polynomial-time compilation to cyclic tag for bounded computation](https://community.wolfram.com/t/a-simpler-polynomial-time-compilation-to-cyclic-tag-for-bounded-computation/28416)
**Author:** [@udqbpn](https://community.wolfram.com/u/udqbpn)\
**Replies:** 1\
**Last updated:** [October 26, 2026, 6:20pm UTC](https://community.wolfram.com/t/a-simpler-polynomial-time-compilation-to-cyclic-tag-for-bounded-computation/28416 "2026-10-26T18:20:28Z")
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## [New Book by Stephen Wolfram Coming Soon: "What Ultimately Is There?... And Other Foundational Questions"](https://community.wolfram.com/t/new-book-by-stephen-wolfram-coming-soon-what-ultimately-is-there-and-other-foundational-questions/28040)
**Author:** [@paigeb](https://community.wolfram.com/u/paigeb)\
**Replies:** 1\
**Last updated:** [October 21, 2026, 4:49pm UTC](https://community.wolfram.com/t/new-book-by-stephen-wolfram-coming-soon-what-ultimately-is-there-and-other-foundational-questions/28040 "2026-10-21T16:49:22Z")
Preorder now on Amazon: https://a.co/d/06Li5ikq What is time? What is consciousness? Why does the universe exist? Decades of foundational work in science and technology have led Stephen Wolfram to tackle some of …
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## [Poole manifold: stable surfaces and exact defect laws in a 3D cellular automaton](https://community.wolfram.com/t/poole-manifold-stable-surfaces-and-exact-defect-laws-in-a-3d-cellular-automaton/28364)
**Author:** [@simpleworker](https://community.wolfram.com/u/simpleworker)\
**Replies:** 1\
**Last updated:** [October 20, 2026, 8:18pm UTC](https://community.wolfram.com/t/poole-manifold-stable-surfaces-and-exact-defect-laws-in-a-3d-cellular-automaton/28364 "2026-10-20T20:18:55Z")
Hello, this is my first post. I’m completely self-taught, open to feedback, and was recommended to post here. I am unable to upload referenced code/links here (probably because I’m new) but I will put it in my GitHub @ro…
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## [One observable is not enough: auditing quantum dynamics on IBM hardware](https://community.wolfram.com/t/one-observable-is-not-enough-auditing-quantum-dynamics-on-ibm-hardware/28353)
**Author:** [@mthiel](https://community.wolfram.com/u/mthiel)\
**Replies:** 1\
**Last updated:** [October 16, 2026, 7:52pm UTC](https://community.wolfram.com/t/one-observable-is-not-enough-auditing-quantum-dynamics-on-ibm-hardware/28353 "2026-10-16T19:52:35Z")
OpenAI-generated conceptual illustration, not measured data or a physical IBM device. Scientific figures are generated by the supplied Wolfram code from archived data and the saved local reference; no IBM or Bahrami d…
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## [Classifying quantum cloning machines: a moduli space approach in Wolfram Language](https://community.wolfram.com/t/classifying-quantum-cloning-machines-a-moduli-space-approach-in-wolfram-language/28175)
**Author:** [@mauricee](https://community.wolfram.com/u/mauricee)\
**Replies:** 1\
**Last updated:** [September 25, 2026, 8:56pm UTC](https://community.wolfram.com/t/classifying-quantum-cloning-machines-a-moduli-space-approach-in-wolfram-language/28175 "2026-09-25T20:56:14Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (2.0 MB)
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## [The finals week catastrophe: How SAT solvers tame impossible complexity](https://community.wolfram.com/t/the-finals-week-catastrophe-how-sat-solvers-tame-impossible-complexity/28030)
**Author:** [@arnoudb](https://community.wolfram.com/u/arnoudb)\
**Replies:** 1\
**Last updated:** [September 16, 2026, 6:49pm UTC](https://community.wolfram.com/t/the-finals-week-catastrophe-how-sat-solvers-tame-impossible-complexity/28030 "2026-09-16T18:49:47Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (368.3 KB)
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## [\[WSRP26\] Simulating heat distribution and layout optimization in a server farm](https://community.wolfram.com/t/wsrp26-simulating-heat-distribution-and-layout-optimization-in-a-server-farm/27207)
**Author:** [@shaivikoul](https://community.wolfram.com/u/shaivikoul)\
**Replies:** 3\
**Last updated:** [September 13, 2026, 7:25pm UTC](https://community.wolfram.com/t/wsrp26-simulating-heat-distribution-and-layout-optimization-in-a-server-farm/27207 "2026-09-13T19:25:29Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (7.8 MB)
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## [Parallel batch generation overlapped with NetTrain via parallel kernels](https://community.wolfram.com/t/parallel-batch-generation-overlapped-with-nettrain-via-parallel-kernels/27497)
**Author:** [@mfroeling](https://community.wolfram.com/u/mfroeling)\
**Replies:** 2\
**Last updated:** [September 11, 2026, 8:39pm UTC](https://community.wolfram.com/t/parallel-batch-generation-overlapped-with-nettrain-via-parallel-kernels/27497 "2026-09-11T20:39:53Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (94.9 KB)
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## [New Stephen Wolfram Writings ePub Series](https://community.wolfram.com/t/new-stephen-wolfram-writings-epub-series/27522)
**Author:** [@treytonj](https://community.wolfram.com/u/treytonj)\
**Replies:** 0\
**Last updated:** [September 2, 2026, 9:07pm UTC](https://community.wolfram.com/t/new-stephen-wolfram-writings-epub-series/27522 "2026-09-02T21:07:53Z")
Stephen Wolfram’s writings span physics, computation, AI and philosophy—but what sets them apart is how they connect these fields into coherent frameworks. Across decades of work, he has regularly returned to a centra…
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## [SARON: synthetic aperture radar oriented network](https://community.wolfram.com/t/saron-synthetic-aperture-radar-oriented-network/27472)
**Author:** [@kohwj9786](https://community.wolfram.com/u/kohwj9786)\
**Replies:** 1\
**Last updated:** [August 28, 2026, 6:51pm UTC](https://community.wolfram.com/t/saron-synthetic-aperture-radar-oriented-network/27472 "2026-08-28T18:51:32Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (1.2 MB)
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## [\[WSFP26\] Understanding and analyzing deeper Langton's Ant](https://community.wolfram.com/t/wsfp26-understanding-and-analyzing-deeper-langtons-ant/27460)
**Author:** [@natsukidevillard](https://community.wolfram.com/u/natsukidevillard)\
**Replies:** 1\
**Last updated:** [August 19, 2026, 5:31pm UTC](https://community.wolfram.com/t/wsfp26-understanding-and-analyzing-deeper-langtons-ant/27460 "2026-08-19T17:31:41Z")
This project was a collaborative effort by Natsuki Devillard, Bruno Alexandre, and Alain Chidiac, carried out during the Wolfram Language Summer School at Wolfram Research Europe. Introduction Langton’s Ant is a simp…
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## [From cellular automata to the number π: a journey with Rule 30](https://community.wolfram.com/t/from-cellular-automata-to-the-number-a-journey-with-rule-30/26560)
**Author:** [@mathcode220](https://community.wolfram.com/u/mathcode220)\
**Replies:** 1\
**Last updated:** [August 15, 2026, 2:49am UTC](https://community.wolfram.com/t/from-cellular-automata-to-the-number-a-journey-with-rule-30/26560 "2026-08-15T02:49:46Z")
An experimental exploration of randomness, Monte Carlo methods, and the hidden geometry of a simple rule Introduction Imagine a universe built from the simplest possible laws – a line of cells, each either black or whi…
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## [Kindle book: Wolfram Language Programming Fundamentals](https://community.wolfram.com/t/kindle-book-wolfram-language-programming-fundamentals/27447)
**Author:** [@rjgaylord](https://community.wolfram.com/u/rjgaylord)\
**Replies:** 0\
**Last updated:** [August 14, 2026, 7:30am UTC](https://community.wolfram.com/t/kindle-book-wolfram-language-programming-fundamentals/27447 "2026-08-14T07:30:32Z")
a new Kindle book on programming in the Wolfram Language has recently been published. it can be ordered from Amazon (it is also available as a free pdf) at: Gaylord - %22WL Programming Fundamentals%22.pdf (1.29 MB)
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## [\[WSS20\] Implementation of level-index arithmetic for very large numbers](https://community.wolfram.com/t/wss20-implementation-of-level-index-arithmetic-for-very-large-numbers/16386)
**Author:** [@ss8659](https://community.wolfram.com/u/ss8659)\
**Replies:** 8\
**Last updated:** [July 24, 2026, 11:34pm UTC](https://community.wolfram.com/t/wss20-implementation-of-level-index-arithmetic-for-very-large-numbers/16386 "2026-07-24T23:34:58Z")
Open in Wolfram Cloud ↗
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## [\[WSRI26\] Cellular Automaton Wagering](https://community.wolfram.com/t/wsri26-cellular-automaton-wagering/27304)
**Author:** [@jamesedwardnee](https://community.wolfram.com/u/jamesedwardnee)\
**Replies:** 1\
**Last updated:** [July 23, 2026, 5:05pm UTC](https://community.wolfram.com/t/wsri26-cellular-automaton-wagering/27304 "2026-07-23T17:05:25Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (1.18 MB)
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## [\[request for comments\] Einstoff: building a einx/einops-inspired notation as a patterns eDSL](https://community.wolfram.com/t/request-for-comments-einstoff-building-a-einx-einops-inspired-notation-as-a-patterns-edsl/27190)
**Author:** [@1276462351](https://community.wolfram.com/u/1276462351)\
**Replies:** 1\
**Last updated:** [July 21, 2026, 6:10pm UTC](https://community.wolfram.com/t/request-for-comments-einstoff-building-a-einx-einops-inspired-notation-as-a-patterns-edsl/27190 "2026-07-21T18:10:45Z")
Open in Wolfram Cloud ↗
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## [\[WSRI26\] Evaluating Black-Box Physics Through Optical Emulation](https://community.wolfram.com/t/wsri26-evaluating-black-box-physics-through-optical-emulation/27336)
**Author:** [@hubertkolcz](https://community.wolfram.com/u/hubertkolcz)\
**Replies:** 1\
**Last updated:** [July 18, 2026, 9:57pm UTC](https://community.wolfram.com/t/wsri26-evaluating-black-box-physics-through-optical-emulation/27336 "2026-07-18T21:57:26Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (879 KB)
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## [\[WSRI26\] The Shape of a Wrong Answer: Directions in Neural Robustness](https://community.wolfram.com/t/wsri26-the-shape-of-a-wrong-answer-directions-in-neural-robustness/27329)
**Author:** [@mohamedalbegaowe](https://community.wolfram.com/u/mohamedalbegaowe)\
**Replies:** 2\
**Last updated:** [July 18, 2026, 8:06pm UTC](https://community.wolfram.com/t/wsri26-the-shape-of-a-wrong-answer-directions-in-neural-robustness/27329 "2026-07-18T20:06:56Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (4.14 MB)
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## [\[WSRI26\] Evolving Circles: Adaptive Search in a Cellular Automaton Rule Space](https://community.wolfram.com/t/wsri26-evolving-circles-adaptive-search-in-a-cellular-automaton-rule-space/27327)
**Author:** [@jhoansaldarriaga](https://community.wolfram.com/u/jhoansaldarriaga)\
**Replies:** 2\
**Last updated:** [July 18, 2026, 7:34pm UTC](https://community.wolfram.com/t/wsri26-evolving-circles-adaptive-search-in-a-cellular-automaton-rule-space/27327 "2026-07-18T19:34:35Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (14.4 MB)
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## [\[WSRI26\] Quantum Thickening of Reversible Block Cellular Automata: Analyzing Paths from S4 to U(4)](https://community.wolfram.com/t/wsri26-quantum-thickening-of-reversible-block-cellular-automata-analyzing-paths-from-s4-to-u-4/27323)
**Author:** [@dyoldas](https://community.wolfram.com/u/dyoldas)\
**Replies:** 1\
**Last updated:** [July 18, 2026, 11:14am UTC](https://community.wolfram.com/t/wsri26-quantum-thickening-of-reversible-block-cellular-automata-analyzing-paths-from-s4-to-u-4/27323 "2026-07-18T11:14:42Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (17 MB)
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## [\[WSRI26\] Chrysalis: A Self-Scaffolding Data Science Agent](https://community.wolfram.com/t/wsri26-chrysalis-a-self-scaffolding-data-science-agent/27316)
**Author:** [@smontazeri](https://community.wolfram.com/u/smontazeri)\
**Replies:** 2\
**Last updated:** [July 18, 2026, 1:13am UTC](https://community.wolfram.com/t/wsri26-chrysalis-a-self-scaffolding-data-science-agent/27316 "2026-07-18T01:13:07Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (1.73 MB)
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## [\[WSRI26\] Learning Mechanics of Neural Network: Chaotic Pendulum Metaphor](https://community.wolfram.com/t/wsri26-learning-mechanics-of-neural-network-chaotic-pendulum-metaphor/27303)
**Author:** [@jz3517](https://community.wolfram.com/u/jz3517)\
**Replies:** 1\
**Last updated:** [July 17, 2026, 6:06pm UTC](https://community.wolfram.com/t/wsri26-learning-mechanics-of-neural-network-chaotic-pendulum-metaphor/27303 "2026-07-17T18:06:01Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (16.4 MB)
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## [\[WSRI26\] Solving the k-ary Density Classification Task](https://community.wolfram.com/t/wsri26-solving-the-k-ary-density-classification-task/27305)
**Author:** [@ahmeterhanavci](https://community.wolfram.com/u/ahmeterhanavci)\
**Replies:** 2\
**Last updated:** [July 17, 2026, 2:15pm UTC](https://community.wolfram.com/t/wsri26-solving-the-k-ary-density-classification-task/27305 "2026-07-17T14:15:04Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (1.59 MB)
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## [\[WSRP26\] Analyzing properties and behaviors of S family nestedly recursive functions](https://community.wolfram.com/t/wsrp26-analyzing-properties-and-behaviors-of-s-family-nestedly-recursive-functions/27232)
**Author:** [@gracelync24](https://community.wolfram.com/u/gracelync24)\
**Replies:** 1\
**Last updated:** [July 13, 2026, 1:16pm UTC](https://community.wolfram.com/t/wsrp26-analyzing-properties-and-behaviors-of-s-family-nestedly-recursive-functions/27232 "2026-07-13T13:16:55Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (10.5 MB)
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## [\[WSRP26\] Characterizing the hypothesis and weight spaces of grid neural networks](https://community.wolfram.com/t/wsrp26-characterizing-the-hypothesis-and-weight-spaces-of-grid-neural-networks/27208)
**Author:** [@jasontae0524](https://community.wolfram.com/u/jasontae0524)\
**Replies:** 1\
**Last updated:** [July 13, 2026, 9:21am UTC](https://community.wolfram.com/t/wsrp26-characterizing-the-hypothesis-and-weight-spaces-of-grid-neural-networks/27208 "2026-07-13T09:21:51Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (14.1 MB)
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## [\[WSRP26\] Modeling and exploring adaptive evolution with register machines](https://community.wolfram.com/t/wsrp26-modeling-and-exploring-adaptive-evolution-with-register-machines/27260)
**Author:** [@masonpinkerton28](https://community.wolfram.com/u/masonpinkerton28)\
**Replies:** 1\
**Last updated:** [July 12, 2026, 10:54pm UTC](https://community.wolfram.com/t/wsrp26-modeling-and-exploring-adaptive-evolution-with-register-machines/27260 "2026-07-12T22:54:47Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (3.45 MB)
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## [\[WSRP26\] Evolving consensus in cellular automata behavior](https://community.wolfram.com/t/wsrp26-evolving-consensus-in-cellular-automata-behavior/27251)
**Author:** [@racheldai816](https://community.wolfram.com/u/racheldai816)\
**Replies:** 2\
**Last updated:** [July 12, 2026, 11:47am UTC](https://community.wolfram.com/t/wsrp26-evolving-consensus-in-cellular-automata-behavior/27251 "2026-07-12T11:47:20Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (663 KB)
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## [\[WSRP26\] Evolutionary generation of error correcting codes](https://community.wolfram.com/t/wsrp26-evolutionary-generation-of-error-correcting-codes/27265)
**Author:** [@rihaan2901](https://community.wolfram.com/u/rihaan2901)\
**Replies:** 2\
**Last updated:** [July 12, 2026, 11:29am UTC](https://community.wolfram.com/t/wsrp26-evolutionary-generation-of-error-correcting-codes/27265 "2026-07-12T11:29:55Z")
Open in Wolfram Cloud ↗ DOWNLOAD-DESKTOP-NOTEBOOK.nb (482 KB)
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