AI means ambracing Non-Linearity (Was: 2025 will be last year we hear of Python)

From	Mild Shock <janburse@fastmail.fm>
Newsgroups	comp.lang.prolog
Subject	AI means ambracing Non-Linearity (Was: 2025 will be last year we hear of Python)
Date	2025-09-19 10:01 +0200
Message-ID	<10aj2ki$j9n8$1@solani.org> (permalink)
References	<107t0fi$6bgl$1@solani.org> <1092gfa$v64e$1@solani.org> <1092j9d$v7rf$1@solani.org>

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Hi,

For the LP (Linear programming) part, it
might be interesting to recall, that SWI-Prolog
has an according library:

A.55 library(simplex): Solve linear programming problems
https://eu.swi-prolog.org/pldoc/man?section=simplex

To model the constraint store, it doesn’t need
any native Prolog system support, since it uses
DCG for state threading. Linear programming was

long time the pinnacle of mathematical problem
solving. But some Articial Intelligence method do
typically go beyond the linear case, might also

tackle non-linear problems etc.. making heavy
use of a NPU (Neural Processing Unit). In May 2025
the first AI Laptops arrived with >40 TOPS NPUs.

Spearheaded by Microsoft branding it Copilot+.

Bye

Thread

WebPL is already outdated Mild Shock <janburse@fastmail.fm> - 2025-08-17 18:37 +0200
  Heap/Stack versus WAM resp. ZIP (Was: WebPL is already outdated) Mild Shock <janburse@fastmail.fm> - 2025-08-18 14:52 +0200
    Trealla knows Program Sharing (PS) Tricks ? (Was: Heap/Stack versus WAM resp. ZIP) Mild Shock <janburse@fastmail.fm> - 2025-08-18 15:06 +0200
      Smarter Partial Strings would use Program Sharing ['$append'/3] (Was: Trealla knows Program Sharing (PS) Tricks ?) Mild Shock <janburse@fastmail.fm> - 2025-08-18 15:42 +0200
        Static Shunting is even better [Dogelog Player] (Was: Smarter Partial Strings would use Program Sharing ['$append'/3]) Mild Shock <janburse@fastmail.fm> - 2025-08-18 15:49 +0200
  The Artificial Intelligence Flip: Acer Swift Go! (Was: WebPL is already outdated) Mild Shock <janburse@fastmail.fm> - 2025-08-31 23:56 +0200
    2025 will be last year we hear of Python (Re: The Artificial Intelligence Flip: Acer Swift Go!) Mild Shock <janburse@fastmail.fm> - 2025-09-01 00:45 +0200
      Apertus: With love, from Switzerland [02 Sept 2025] (Re: 2025 will be last year we hear of Python) Mild Shock <janburse@fastmail.fm> - 2025-09-05 00:36 +0100
      Don't try this (Was: Apertus: With love, from Switzerland [02 Sept 2025] ) Mild Shock <janburse@fastmail.fm> - 2025-09-05 01:03 +0100
      AI means ambracing Non-Linearity (Was: 2025 will be last year we hear of Python) Mild Shock <janburse@fastmail.fm> - 2025-09-19 10:01 +0200
        AI soaked PCs: Is there a Copilot+ Prolog? (Was: AI means ambracing Non-Linearity) Mild Shock <janburse@fastmail.fm> - 2025-09-19 10:10 +0200
          The morning coffee incident [Prolog Community] (Was: AI soaked PCs: Is there a Copilot+ Prolog?) Mild Shock <janburse@fastmail.fm> - 2025-09-19 14:38 +0200
            Root Cause Prediction for Your Brain (Was: The morning coffee incident [Prolog Community]) Mild Shock <janburse@fastmail.fm> - 2025-09-19 18:22 +0200
              Please delete my account and all my posts on SWI-Prolog discourse (Re: Root Cause Prediction for Your Brain) Mild Shock <janburse@fastmail.fm> - 2025-09-19 18:38 +0200
                I will consult a Lawyer of mine (Was: Please delete my account and all my posts on SWI-Prolog discourse) Mild Shock <janburse@fastmail.fm> - 2025-09-19 18:42 +0200
  Scryer Prolog unify_with_occurs_check/2 doesn't scale (Was: WebPL is already outdated) Mild Shock <janburse@fastmail.fm> - 2025-09-19 16:08 +0200
    How bad is Rust, can JavaScript beat it? (Was: Scryer Prolog unify_with_occurs_check/2 doesn't scale) Mild Shock <janburse@fastmail.fm> - 2025-09-19 16:18 +0200
    unify_with_occurs_check/2 might have been fixed (Was: Scryer Prolog unify_with_occurs_check/2 doesn't scale) Mild Shock <janburse@fastmail.fm> - 2025-09-25 01:50 +0200
      Had to Rollback my Jaffar Unification (Was: unify_with_occurs_check/2 might have been fixed) Mild Shock <janburse@fastmail.fm> - 2025-09-25 01:59 +0200
        Trealla Prolog might apply "frozeness" to cyclic terms (Was: Had to Rollback my Jaffar Unification) Mild Shock <janburse@fastmail.fm> - 2025-09-25 02:06 +0200
          Non-intrusive through "frozen" subcategories (Was: Trealla Prolog might apply "frozeness" to cyclic terms) Mild Shock <janburse@fastmail.fm> - 2025-09-25 02:21 +0200
    Scryer Prolog occurs check cannot do hydra (Was: Scryer Prolog unify_with_occurs_check/2 doesn't scale) Mild Shock <janburse@fastmail.fm> - 2025-09-26 12:19 +0200
  WebPL and Scryer Prolog are bad examples (Was: WebPL is already outdated) Mild Shock <janburse@fastmail.fm> - 2025-10-13 09:49 +0200
    Who will win Shift-Reduce or Tabled DCG? [AI Boom] (Was: WebPL and Scryer Prolog are bad examples) Mild Shock <janburse@fastmail.fm> - 2025-10-13 15:09 +0200
  primes.pl mainly tests the Prolog ALU [mod/2 vs rem/2] (Was: WebPL is already outdated) Mild Shock <janburse@fastmail.fm> - 2025-10-15 02:38 +0200
    25-30% is insane, Neural Network Branch Prediction? (Was: primes.pl mainly tests the Prolog ALU) Mild Shock <janburse@fastmail.fm> - 2025-10-15 04:33 +0200
      NPUs (Neural Processing Units) are the new normal (Was: 25-30% is insane, Neural Network Branch Prediction?) Mild Shock <janburse@fastmail.fm> - 2025-10-15 16:04 +0200
        Ask Phind: AI inflection point right now [End 2025] (Was: NPUs (Neural Processing Units) are the new normal) Mild Shock <janburse@fastmail.fm> - 2025-10-15 16:10 +0200
          Eat Tteokbokki before SkyNet kills you [$100 ChatGPT] (Was: Ask Phind: AI inflection point right now [End 2025]) Mild Shock <janburse@fastmail.fm> - 2025-10-18 15:57 +0200
            Give Julio Di Egidio the bloody money [3 RMB¥ MiniMind] (Re: Eat Tteokbokki before SkyNet kills you [$100 ChatGPT]) Mild Shock <janburse@fastmail.fm> - 2025-10-18 16:19 +0200
              Vertex AI Training is more expensive? (Was: Give Julio Di Egidio the bloody money [3 RMB¥ MiniMind]) Mild Shock <janburse@fastmail.fm> - 2025-10-21 00:32 +0200
        The Love Affair: OpenAI and AMD (Was: NPUs (Neural Processing Units) are the new normal) Mild Shock <janburse@fastmail.fm> - 2025-10-18 18:59 +0200
        The NPU in your Browser [WebNN by W3C] (Was: NPUs (Neural Processing Units) are the new normal) Mild Shock <janburse@fastmail.fm> - 2025-10-26 08:39 +0100
          Fuzzy Alert: Boris the Loris on the Dancefloor (Was: The NPU in your Browser [WebNN by W3C]) Mild Shock <janburse@fastmail.fm> - 2025-10-26 11:33 +0100

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