TMBR: December 2025: Difference between revisions

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This is the last edition of TMBR this year. 2025 was a very productive year for [[Busy Beaver Challenge|BBChallenge]]: about 60% of the next domain, [[BB(6)]], was solved. Furthermore, new champions were discovered for BB(6), [[BB(7)]] and [[BB(4,3)]]. Many models of computation other than Turing Machines were also explored - most notably [[Fractran]] and [[Instruction-Limited Busy Beaver]]. Some new methods were developed, such as [https://discord.com/channels/960643023006490684/1028746861395316776/1442964185599447152 mxdys's new version of FAR.]
This is the last edition of TMBR this year. 2025 was a very productive year for [[Busy Beaver Challenge|BBChallenge]]: about 60% of the next domain, [[BB(6)]], was solved. Furthermore, new champions were discovered for BB(6), [[BB(7)]] and [[BB(4,3)]]. Many models of computation other than Turing Machines were also explored - most notably [[Fractran]] and [[Instruction-Limited Busy Beaver]]. Some new methods were developed, such as [https://discord.com/channels/960643023006490684/1028746861395316776/1442964185599447152 mxdys's new version of FAR.]
This year, [[TMBR: November 2025#Themed Months|Themed Months]] were introduced - first, for [[BB(3,3)]], then for [[BB(2,5)]] - and the result is the clarification and verification of some of the results and techniques on the [https://discord.com/channels/960643023006490684/1259770474897080380 Discord] and [https://wiki.bbchallenge.org/wiki/BB(3,3) wiki]. See [[TMBR: November 2025#Themed Months]] for more information.


== This Year in Beaver Research <small><sub>(TYBR - "Thank You Beaver Researchers!")</sub></small> ==
== This Year in Beaver Research <small><sub>(TYBR - "Thank You Beaver Researchers!")</sub></small> ==
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* [[BB(6)]] - Reduced from '''3571''' to '''1416''' holdouts. Hence, 2155 machines were solved this year. This is a '''60% reduction.'''
* [[BB(6)]] - Reduced from '''3571''' to '''1416''' holdouts. Hence, 2155 machines were solved this year. This is a '''60% reduction.'''
* [[BB(2,5)]] - Reduced from '''217''' to '''75,''' a '''65.43% reduction.'''
* [[BB(7)]] - '''Enumeration was completed''', the number of holdouts was reduced from an initial 85,853,789 to '''20,405,295''' machines, a 76.23% reduction.
* [[BB(7)]] - '''Enumeration was completed''', the number of holdouts was reduced from an initial 85,853,789 to '''20,405,295''' machines, a 76.23% reduction.
* [[BB(4,3)]] - Reduced from 460,916,384 to 9,401,447 holdouts, a '''97.96% reduction.'''
* [[BB(4,3)]] - Reduced from 460,916,384 to 9,401,447 holdouts, a '''97.96% reduction.'''
* [[BB(3,4)]] - Reduced from 434,787,751 to 15,136,283 holdouts, a '''96.52% reduction.'''
* [[BB(3,4)]] - Reduced from 434,787,751 to 14,518,243 holdouts, a '''96.66% reduction.'''
* [[BB(2,5)]] - Reduced from '''217''' to '''75,''' a '''65.43% reduction.'''
* [[BB(2,7)]] - '''Enumeration started''', 50K of the 1M subtasks have been enumerated ('''5%''').
* [[BB(2,7)]] - '''Enumeration started''', 50K of the 1M subtasks have been enumerated ('''5%''').


=== Champions. ===
=== Champions. ===
* [[BB(6)]] - On 16 June 2025, mxdys discovered {{TM|1RB1LC_1LA1RE_0RD0LA_1RZ1LB_1LD0RF_0RD1RB|halt}}, running for 10 ↑↑ 11010000 steps. This was surpassed on 25 June when mxdys discovered {{TM|1RB1RA_1RC1RZ_1LD0RF_1RA0LE_0LD1RC_1RA0RE|halt}}, a TM which runs for <math>10 \uparrow\uparrow 10 \uparrow\uparrow 10 \uparrow\uparrow 8.10237</math> steps.
* [[BB(6)]] - On 16 June 2025, mxdys discovered {{TM|1RB1LC_1LA1RE_0RD0LA_1RZ1LB_1LD0RF_0RD1RB|halt}}, running for 10 ↑↑ 11010000 steps. This was surpassed on 25 June when mxdys discovered {{TM|1RB1RA_1RC1RZ_1LD0RF_1RA0LE_0LD1RC_1RA0RE|halt}}, a TM which runs for <math>10 \uparrow\uparrow 10 \uparrow\uparrow 10 \uparrow\uparrow 8.10237</math> steps.
* [[BB(2,5)]] - [[1RB3LA4RB0RB2LA 1LB2LA3LA1RA1RZ|The champion]], initially discovered by Daniel Yuan on 24 Jun 2024 was [https://discord.com/channels/960643023006490684/1259770421046411285/1379877629288644722 verified by mxdys] on 4 Jun 2025.
* [[BB(7)]] - Within three days of the start of the enumeration of BB(7), three champions were discovered. The first two were discovered by [[User:Sligocki|Shawn Ligocki]]: {{TM|1RB0RF_1LC0RE_1RD1LB_1LA1LD_0RA0LE_1RG0LB_1RZ1RB|halt}} with a sigma score of about 10 ↑↑ 22 and {{TM|1RB1RA_1RC0LC_0LD1LG_1LF0LE_1RZ1LF_0LA1LD_1RA1LC|halt}} with a sigma score of about 10 ↑↑ 35. This was followed by the discovery of {{TM|1RB0LG_1RC0RF_1LD1RZ_1LF0LE_1RA1LD_1LG1RE_0LB0LB|halt}}, achieving a sigma score of about 10 ↑↑ 46, by Terry Ligocki. On 10 May 2025, Pavel Kropitz discovered {{TM|1RB0RA_1LC1LF_1RD0LB_1RA1LE_1RZ0LC_1RG1LD_0RG0RF|halt}}, a TM which runs for over <math>2 \uparrow^{11} 2 \uparrow^{11} 3</math> steps.
* [[BB(7)]] - Within three days of the start of the enumeration of BB(7), three champions were discovered. The first two were discovered by [[User:Sligocki|Shawn Ligocki]]: {{TM|1RB0RF_1LC0RE_1RD1LB_1LA1LD_0RA0LE_1RG0LB_1RZ1RB|halt}} with a sigma score of about 10 ↑↑ 22 and {{TM|1RB1RA_1RC0LC_0LD1LG_1LF0LE_1RZ1LF_0LA1LD_1RA1LC|halt}} with a sigma score of about 10 ↑↑ 35. This was followed by the discovery of {{TM|1RB0LG_1RC0RF_1LD1RZ_1LF0LE_1RA1LD_1LG1RE_0LB0LB|halt}}, achieving a sigma score of about 10 ↑↑ 46, by Terry Ligocki. On 10 May 2025, Pavel Kropitz discovered {{TM|1RB0RA_1LC1LF_1RD0LB_1RA1LE_1RZ0LC_1RG1LD_0RG0RF|halt}}, a TM which runs for over <math>2 \uparrow^{11} 2 \uparrow^{11} 3</math> steps.
* [[BB(4,3)]] - [[User:Polygon|Polygon]] identified a new [[BB(4,3)]] champion with a score of over <math>10 \uparrow^{4} 4</math> ({{TM|1RB1RD1LC_2LB1RB1LC_1RZ1LA1LD_0RB2RA2RD|halt}}). This TM was first proven to halt by Pavel Kropitz in May 2024, but its runtime was not known at the time.
* [[BB(4,3)]] - [[User:Polygon|Polygon]] identified a new [[BB(4,3)]] champion with a score of over <math>10 \uparrow^{4} 4</math> ({{TM|1RB1RD1LC_2LB1RB1LC_1RZ1LA1LD_0RB2RA2RD|halt}}). This TM was first proven to halt by Pavel Kropitz in May 2024, but its runtime was not known at the time.
=== New Methods. ===
=== New Methods. ===


* New FAR using DFA generator by mxdys.<sup>[https://discord.com/channels/960643023006490684/1028746861395316776/1442964185599447152 <nowiki>[1]</nowiki>][https://discord.com/channels/960643023006490684/1239205785913790465/1443990614483013632 <nowiki>[2]</nowiki>]</sup>
* New FAR using DFA generator by mxdys.<sup>[https://discord.com/channels/960643023006490684/1028746861395316776/1442964185599447152 <nowiki>[1]</nowiki>][https://discord.com/channels/960643023006490684/1239205785913790465/1443990614483013632 <nowiki>[2]</nowiki>]</sup>


TODO
TODO: Before July and this list:


=== Meta. ===
# [[TMBR: October 2025#Misc]] (Method to measure susceptibility to block-analysis)
TODO
 
=== Misc. ===
TODO: Before July and this list:
 
# [[TMBR: August 2025#Cryptids]] (Fast algo for Consistent Collatz, BB(432) independent of ZF)
# [[TMBR: October 2025#Theory]] ([[Piecewise Affine Function|Piecewise Affine Functions]])
# [[TMBR: October 2025#Misc]] (Mechanical implementation of Antihydra)
# [[TMBR: November 2025#Optimization]] (Vonhust's 2B steps/s simulator)


=== BB Adjacent. ===
=== BB Adjacent. ===
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* [[Fractran|Busy Beaver for Fractan]] (BBf) was introduced on 1 Nov by Jason Yuen.<sup>[https://discord.com/channels/960643023006490684/1362008236118511758/1433148101170040924]</sup> Exact values have been proven up to BBf(19) = 370 and exhaustive enumeration has been run up to size 21 (with BBf(21) ≥ 31,957,632 and 587 holdouts).
* [[Fractran|Busy Beaver for Fractan]] (BBf) was introduced on 1 Nov by Jason Yuen.<sup>[https://discord.com/channels/960643023006490684/1362008236118511758/1433148101170040924]</sup> Exact values have been proven up to BBf(19) = 370 and exhaustive enumeration has been run up to size 21 (with BBf(21) ≥ 31,957,632 and 587 holdouts).
* [[Cyclic Tree Busy Beaver]] (CTBB) was introduced by @Jack on 14 Nov.<sup>[https://discord.com/channels/960643023006490684/1438694294042181742]</sup> The exact value is known for CTBB(2) = 5 and lower bounds have been found up to size 7 with CTBB(7) > 4↑↑↑↑(4↑↑↑3).
* [[Cyclic Tree Busy Beaver]] (CTBB) was introduced by @Jack on 14 Nov.<sup>[https://discord.com/channels/960643023006490684/1438694294042181742]</sup> The exact value is known for CTBB(2) = 5 and lower bounds have been found up to size 7 with CTBB(7) > 4↑↑↑↑(4↑↑↑3).
TODO
TODO: Before July


=== In the News. ===
=== In the News. ===
* 6 January 2025. It Boltwise. [https://www.it-boltwise.de/durchbruch-im-busy-beaver-problem-eine-neue-aera-der-mathematik.html Durchbruch im Busy Beaver Problem: Eine neue Ära der Mathematik] (German) (English: Breakthrough in the Busy Beaver problem: A new era of mathematics).
* 6 January 2025. It Boltwise. [https://www.it-boltwise.de/durchbruch-im-busy-beaver-problem-eine-neue-aera-der-mathematik.html Durchbruch im Busy Beaver Problem: Eine neue Ära der Mathematik] (German) (English: Breakthrough in the Busy Beaver problem: A new era of mathematics).
* 28 June 2025. Scott Aaronson. [https://scottaaronson.blog/?p=8972 BusyBeaver(6) is really quite large].
* 1 July 2025. The Quanta Podcast. [https://discord.com/channels/960643023006490684/1285212639399776256/1389643208811745310 How Amateurs Solved a Major Computer Science Puzzle].
* 1 July 2025. The Quanta Podcast. [https://discord.com/channels/960643023006490684/1285212639399776256/1389643208811745310 How Amateurs Solved a Major Computer Science Puzzle].
* 2 July 2025. Manon Bischoff. Spektrum. [https://www.spektrum.de/news/mathematik-die-sechste-fleissige-biber-zahl-ist-gigantisch/2274249 Wie der sechste Fleißige Biber die Mathematik an ihre Grenzen bringt].
* 2 July 2025. Manon Bischoff. Spektrum. [https://www.spektrum.de/news/mathematik-die-sechste-fleissige-biber-zahl-ist-gigantisch/2274249 Wie der sechste Fleißige Biber die Mathematik an ihre Grenzen bringt].
* 3 July 2025. Nick Drozd. [https://nickdrozd.github.io/2025/07/03/busy-beaver-backwards.html Busy Beaver Backwards].
* 7 July 2025. Karmela Padavic-Callaghan. New Scientist. [https://www.newscientist.com/article/2487058-mathematicians-are-chasing-a-number-that-may-reveal-the-edge-of-maths/ Mathematicians are chasing a number that may reveal the edge of maths]. (Paywalled)
* 7 July 2025. Karmela Padavic-Callaghan. New Scientist. [https://www.newscientist.com/article/2487058-mathematicians-are-chasing-a-number-that-may-reveal-the-edge-of-maths/ Mathematicians are chasing a number that may reveal the edge of maths]. (Paywalled)
* 9 July 2025. David Roberts. [https://thehighergeometer.wordpress.com/2025/07/09/bb547176870-bb6-is-astronomically-larger/ BB(5)=47,176,870: BB(6) is … astronomically larger].
* 9 July 2025. David Roberts. [https://thehighergeometer.wordpress.com/2025/07/09/bb547176870-bb6-is-astronomically-larger/ BB(5)=47,176,870: BB(6) is … astronomically larger].
Line 50: Line 61:
* 11 July 2025. Darren Orf. Popular Mechanics. [https://www.popularmechanics.com/science/math/a65357535/busy-beaver-six/ Mathematicians Say There’s a Number So Big, It’s Literally the Edge of Human Knowledge].
* 11 July 2025. Darren Orf. Popular Mechanics. [https://www.popularmechanics.com/science/math/a65357535/busy-beaver-six/ Mathematicians Say There’s a Number So Big, It’s Literally the Edge of Human Knowledge].
* 14 July 2025. Joe Brennan. Dario AS. [https://en.as.com/latest_news/meet-the-busy-beaver-number-a-number-so-huge-that-mathematicians-call-it-the-frontier-of-mathematical-knowledge-n/ Meet the Busy Beaver number, a number so huge that mathematicians call it the frontier of mathematical knowledge]
* 14 July 2025. Joe Brennan. Dario AS. [https://en.as.com/latest_news/meet-the-busy-beaver-number-a-number-so-huge-that-mathematicians-call-it-the-frontier-of-mathematical-knowledge-n/ Meet the Busy Beaver number, a number so huge that mathematicians call it the frontier of mathematical knowledge]
* 15 July 2025. Nick Drozd. [https://nickdrozd.github.io/2025/07/15/performance-hacks-for-bradys-algorithm.html Performance Hacks for Brady's Algorithm].
* 18 July 2025 https://francis.naukas.com/2025/07/18/espeluznante-nueva-cota-inferior-para-la-funcion-castor-afanoso-bb6/
* 18 July 2025 https://francis.naukas.com/2025/07/18/espeluznante-nueva-cota-inferior-para-la-funcion-castor-afanoso-bb6/
* 22 Aug 2025. Ben Brubaker. Quanta Magazine. [https://www.quantamagazine.org/busy-beaver-hunters-reach-numbers-that-overwhelm-ordinary-math-20250822/ Busy Beaver Hunters Reach Numbers That Overwhelm Ordinary Math].
* 22 Aug 2025. Ben Brubaker. Quanta Magazine. [https://www.quantamagazine.org/busy-beaver-hunters-reach-numbers-that-overwhelm-ordinary-math-20250822/ Busy Beaver Hunters Reach Numbers That Overwhelm Ordinary Math].
* 1 Sep 2025. Katelyn Doucette. [https://katelyndoucette.com/articles/all-about-space-needle All About Space Needle].
* 12 Sep 2025. Katelyn Doucette. [https://katelyndoucette.com/articles/bugs-mazes-and-bradys-algorithm Bugs, Mazes, and the Unreasonably Effective Brady's Algorithm].
* 14 Sep 2025. Ben Brubaker. Wired. [https://www.wired.com/story/the-quest-to-find-the-longest-running-simple-computer-program/ The Quest to Find the Longest-Running Simple Computer Program]. (Reprint of Quanta article from last month).
* 14 Sep 2025. Ben Brubaker. Wired. [https://www.wired.com/story/the-quest-to-find-the-longest-running-simple-computer-program/ The Quest to Find the Longest-Running Simple Computer Program]. (Reprint of Quanta article from last month).
* 17 Sep 2025. Hacker News. [https://news.ycombinator.com/item?id=45273999 Determination of the fifth Busy Beaver value].
* 17 Sep 2025. Hacker News. [https://news.ycombinator.com/item?id=45273999 Determination of the fifth Busy Beaver value].
* 18 Sep 2025. Tuomas Kangasniemi. Tekniikkatalous. [https://www.tekniikkatalous.fi/uutiset/a/85aafdaf-f506-4ce0-8035-a4dbe15ee4ff Iso matematiikan ongelma ratkesi 63 v jälkeen] (Finnish) (English: A big math problem solved after 63 years).
* 18 Sep 2025. Tuomas Kangasniemi. Tekniikkatalous. [https://www.tekniikkatalous.fi/uutiset/a/85aafdaf-f506-4ce0-8035-a4dbe15ee4ff Iso matematiikan ongelma ratkesi 63 v jälkeen] (Finnish) (English: A big math problem solved after 63 years).
TODO
* 30 Sep 2025. Nick Drozd. [https://nickdrozd.github.io/2025/09/30/shape-of-a-turing-machine.html The Shape of a Turing Machine].
* 22 Oct 2025. Ben Brubaker. [https://benbrubaker.com/why-busy-beaver-hunters-fear-the-antihydra/ Why Busy Beaver Hunters Fear the Antihydra]. ([https://news.ycombinator.com/item?id=45723359 Hacker News thread])
TODO: Before July + Talks(?):
 
# DNA 31 - [[TMBR: August 2025]]
# Three more in [[TMBR: November 2025#Talks]]


==BB Adjacent==
==BB Adjacent==
TODO. [[Register machine|Register machines]], [[General Recursive Function|General Recursive Functions]].
TODO. [[Register machine|Register machines]], [[General Recursive Function|General Recursive Functions]], Fractran progress.


== [[General Recursive Function|Holdouts]] ==
== [[General Recursive Function|Holdouts]] ==
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**There are 14 holdouts left to simulate up to 1e12 steps, and 312 to simulate up to 1e13 steps<sup>[https://discord.com/channels/960643023006490684/1239205785913790465/1447303829400846482 <nowiki>[1]</nowiki>]</sup>. The two lists can be found [https://docs.google.com/spreadsheets/d/10y2aMp9yZVLyN-nXAxgA25rw4EA_lJqn3Vxy2kB-m-U/edit?gid=806905077#gid=806905077 here].
**There are 14 holdouts left to simulate up to 1e12 steps, and 312 to simulate up to 1e13 steps<sup>[https://discord.com/channels/960643023006490684/1239205785913790465/1447303829400846482 <nowiki>[1]</nowiki>]</sup>. The two lists can be found [https://docs.google.com/spreadsheets/d/10y2aMp9yZVLyN-nXAxgA25rw4EA_lJqn3Vxy2kB-m-U/edit?gid=806905077#gid=806905077 here].
* [[BB(3,4)|BB(3,4):]]
* [[BB(3,4)|BB(3,4):]]
** TODO: Phase 2 stage 8.
** [[User:XnoobSpeakable|XnoobSpeakable]] continued reducing the number of holdouts with Stage 8 of Phase 2, by reducing it from 15,136,283 to 14,518,243 TMs. This is a 4.08% reduction.
* [[BB(2,7)|BB(2,7):]]
* [[BB(2,7)|BB(2,7):]]
** Terry Ligocki enumerated 10K more subtasks, increasing the number of holdouts to 150,662,006 and making 50K of the 1 million subtasks enumerated or 5%.
** Terry Ligocki enumerated 10K more subtasks, increasing the number of holdouts to 150,662,006 and making 50K of the 1 million subtasks enumerated or 5%.


[[Category:This Month in Beaver Research|2025-12]]
[[Category:This Month in Beaver Research|2025-12]]

Latest revision as of 17:19, 13 December 2025

Prev: November 2025 This Month in Beaver Research Next: January 2026

This edition of TMBR is in progress and has not yet been released. Please add any notes you think may be relevant (including in the form a of a TODO with a link to any relevant Discord discussion).

This is the last edition of TMBR this year. 2025 was a very productive year for BBChallenge: about 60% of the next domain, BB(6), was solved. Furthermore, new champions were discovered for BB(6), BB(7) and BB(4,3). Many models of computation other than Turing Machines were also explored - most notably Fractran and Instruction-Limited Busy Beaver. Some new methods were developed, such as mxdys's new version of FAR.

This year, Themed Months were introduced - first, for BB(3,3), then for BB(2,5) - and the result is the clarification and verification of some of the results and techniques on the Discord and wiki. See TMBR: November 2025#Themed Months for more information.

This Year in Beaver Research (TYBR - "Thank You Beaver Researchers!")

Holdouts Reductions.

  • BB(6) - Reduced from 3571 to 1416 holdouts. Hence, 2155 machines were solved this year. This is a 60% reduction.
  • BB(2,5) - Reduced from 217 to 75, a 65.43% reduction.
  • BB(7) - Enumeration was completed, the number of holdouts was reduced from an initial 85,853,789 to 20,405,295 machines, a 76.23% reduction.
  • BB(4,3) - Reduced from 460,916,384 to 9,401,447 holdouts, a 97.96% reduction.
  • BB(3,4) - Reduced from 434,787,751 to 14,518,243 holdouts, a 96.66% reduction.
  • BB(2,7) - Enumeration started, 50K of the 1M subtasks have been enumerated (5%).

Champions.

New Methods.

  • New FAR using DFA generator by mxdys.[1][2]

TODO: Before July and this list:

  1. TMBR: October 2025#Misc (Method to measure susceptibility to block-analysis)

Misc.

TODO: Before July and this list:

  1. TMBR: August 2025#Cryptids (Fast algo for Consistent Collatz, BB(432) independent of ZF)
  2. TMBR: October 2025#Theory (Piecewise Affine Functions)
  3. TMBR: October 2025#Misc (Mechanical implementation of Antihydra)
  4. TMBR: November 2025#Optimization (Vonhust's 2B steps/s simulator)

BB Adjacent.

TODO: Before July

In the News.

TODO: Before July + Talks(?):

  1. DNA 31 - TMBR: August 2025
  2. Three more in TMBR: November 2025#Talks

BB Adjacent

TODO. Register machines, General Recursive Functions, Fractran progress.

Holdouts

  • BB(6):
    • There are 14 holdouts left to simulate up to 1e12 steps, and 312 to simulate up to 1e13 steps[1]. The two lists can be found here.
  • BB(3,4):
    • XnoobSpeakable continued reducing the number of holdouts with Stage 8 of Phase 2, by reducing it from 15,136,283 to 14,518,243 TMs. This is a 4.08% reduction.
  • BB(2,7):
    • Terry Ligocki enumerated 10K more subtasks, increasing the number of holdouts to 150,662,006 and making 50K of the 1 million subtasks enumerated or 5%.