TMBR: April 2026: Difference between revisions

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{{TMBRnav|March 2026|May 2026}}
{{TMBRnav|March 2026|May 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).''
[[:Category:This Month in Beaver Research|This Month in Beaver Research]] for April 2026. This month, a new [[Cryptid]] was discovered in [[BB(6)]] by Discord user sheep, and [[Beaver Math Olympiad#8. 1RB0LD 0RC1RB 0RD0RA 1LE0RD 1LF--- 0LA1LA (bbch)|BMO 8]] was added to the [[Beaver Math Olympiad]]. Two informally proven machines were formalised into Rocq in [[BB(2,5)]]. There was a 40% reduction in [[BB(4,3)]], and we also passed below 18 million holdouts for [[BB(7)]]. There's been a lot of discoveries in the [[Fractran]], [[GRF|General Recursive Function]], and [[Lambda Calculus]] versions of Busy Beaver. Katelyn Doucette created a visualizer for Fractran space-time diagrams. BBf(22) has been solved except for the [[Fractran#Fenrir|Fenrir family]] of Cryptids. The first BBµ champion was found that takes advantage of the minimization (M) operator. Both BBf(100) and BBµ(100) were proven to surpass [[Graham's number]]. BBλ(38) was solved and a 74-bit BBλ Cryptid was found.
 
[[:Category:This Month in Beaver Research|This Month in Beaver Research]] for April 2026. This month, a new [[Cryptid]] was discovered in [[BB(6)]] by Discord user sheep, and [[Beaver Math Olympiad#8. 1RB0LD 0RC1RB 0RD0RA 1LE0RD 1LF--- 0LA1LA (bbch)|BMO 8]] was added to [[BMO]]. Two informally proven machines were formalised into Rocq in [[BB(2,5)]]. There was a 40% reduction in [[BB(4,3)]], and we also shot below 18 million holdouts for [[BB(7)]]. There's been a lot of discoveries in [[Fractran]], [[GRF]] and [[Lambda Calculus]] versions of Busy Beaver. Katelyn Doucette created a visualizer for Fractran space-time diagrams. BBf(22) has been solved except for the [[Fractran#Fenrir|Fenrir-family]] of Cryptids.<sup>[https://discord.com/channels/960643023006490684/1438019511155691521/1493027835559022824 <nowiki>[1]</nowiki>]</sup> The first BBµ champion was found that takes advantage of the Min operator. GRF Cryptids down to size 56 were found. Both BBf(100) and BBµ(100) were proven to surpass [[Graham's number]]. BBλ(38) was solved and a 74 bit BBλ Cryptid was found.


== BB Adjacent ==
== BB Adjacent ==
[[File:Space Needle.webp|alt=Space-time diagram of Space Needle in Fractran.|thumb|Space-time diagram of Space Needle in Fractran.|500x500px]]
[[File:Space Needle.webp|alt=Space-time diagram of Space Needle in Fractran.|thumb|Space-time diagram of Space Needle in Fractran.|500x500px]]
* [[Fractran]]
* [[Fractran]]
**[https://discord.com/channels/960643023006490684/1438019511155691521/1493027835559022824 BBf(22) was solved] with the exception of the [[Fractran#Fenrir|Fenrir-family]]. Enumeration of BBf(23) would take roughly 10 days.<sup>[https://github.com/int-y1/BBFractran/blob/main/enumerate/fractran20260416.cpp <nowiki>[2]</nowiki>]</sup>
**[https://discord.com/channels/960643023006490684/1438019511155691521/1493027835559022824 BBf(22) was solved] with the exception of the [[Fractran#Fenrir|Fenrir family]]. Enumeration of BBf(23) would take roughly 10 days.<sup>[https://github.com/int-y1/BBFractran/blob/main/enumerate/fractran20260416.cpp]</sup>
**Katelyn Doucette [https://github.com/Laturas/FractranVisualizer created a visualizer for Fractran space-time diagrams].
**Katelyn Doucette [https://github.com/Laturas/FractranVisualizer created a visualizer for Fractran space-time diagrams].
**Racheline created a series of fast-growing programs: A size 29 program that is tetrational,<sup>[https://discord.com/channels/960643023006490684/1438019511155691521/1489361701727109330]</sup> <math>f_\omega</math> programs starting from size 86,<sup>[https://discord.com/channels/960643023006490684/1438019511155691521/1489473702000201789]</sup> and <math>f_{\omega + 1}</math> programs from size 95, meaning Graham's number fits under size 100. She predicts that one probably exists under size 40, and that it shouldn't be hard to reduce it to at least 60.
**Racheline created a series of fast-growing programs: a tetrational program of size 29,<sup>[https://discord.com/channels/960643023006490684/1438019511155691521/1489361701727109330]</sup> <math>f_\omega</math> programs starting from size 86,<sup>[https://discord.com/channels/960643023006490684/1438019511155691521/1489473702000201789]</sup> and <math>f_{\omega + 1}</math> programs from size 95, meaning Graham's number fits under size 100. She predicts that one probably exists under size 40, and that it shouldn't be hard to reduce it to at least 60.
**BBf(n) was added to OEIS: [[oeis:A395424|A395424]]
* [[General Recursive Function]]
* [[General Recursive Function]]
** Jacob Mandelson proved the values up to BBµ(7) on 3 Apr.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1489782558446321677 <nowiki>[3]</nowiki>]</sup>
** Jacob Mandelson proved the values up to BBµ(7) on 3 Apr.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1489782558446321677]</sup>
** A number of [[Cryptids]] were hand-constructed: Size 141, by Jacob on 8 Apr.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1491642156295913482 <nowiki>[4]</nowiki>]</sup> Size 81, by Shawn on 28 Apr.<sup>[https://github.com/sligocki/etc/blob/main/gen_rec/mgrf/erdos.mgrf]</sup> Size 56, by Shawn on 2 May.<sup>[https://github.com/sligocki/etc/blob/main/gen_rec/mgrf/collatz.mgrf]</sup>
** A couple of [[Cryptids]] were hand-constructed: size 141, by Jacob on 8 Apr,<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1491642156295913482]</sup> and size 81, by Shawn Ligocki on 28 Apr.<sup>[https://github.com/sligocki/etc/blob/main/gen_rec/mgrf/erdos.mgrf]</sup>
** Shawn built an "[https://github.com/sligocki/etc/blob/main/gen_rec/mgrf/ack_worm.mgrf Ackermann worm]" function with <math>f_{\omega}</math> growth of size 83 on 16 Apr and used to it show BBµ(100) > Graham's number.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1494396445208608788 <nowiki>[7]</nowiki>]</sup>
** Shawn built an "[https://github.com/sligocki/etc/blob/main/gen_rec/mgrf/ack_worm.mgrf Ackermann worm]" function with <math>f_{\omega}</math> growth of size 83 on 16 Apr and used to it show BBµ(100) > Graham's number.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1494396445208608788]</sup>
** Jacob extended the Ackermann worm to find a <math>f_{\omega^2}</math> growth function of size 204 on 23 Apr.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1497037415628411082][https://discord.com/channels/960643023006490684/1447627603698647303/1497257739850879106]</sup>
** Jacob extended the Ackermann worm to find a <math>f_{\omega^2}</math> growth function of size 204 on 23 Apr.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1497037415628411082][https://discord.com/channels/960643023006490684/1447627603698647303/1497257739850879106]</sup>
** Shawn enumerated all Primitive Recursive Functions (GRF w/o M) up to size 20, finding two new champions and guaranteeing that anything that beats them would have to use the Min operator.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1492990073820545125 <nowiki>[5]</nowiki>][https://discord.com/channels/960643023006490684/1447627603698647303/1493060638896033863 <nowiki>[6]</nowiki>][https://discord.com/channels/960643023006490684/1447627603698647303/1497797672742944898]</sup>
** Shawn enumerated all Primitive Recursive Functions (GRF w/o Min) up to size 20.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1492990073820545125][https://discord.com/channels/960643023006490684/1447627603698647303/1493060638896033863][https://discord.com/channels/960643023006490684/1447627603698647303/1497797672742944898]</sup>
** Shawn found a series of new chaotic size 14 champions using the Min operator on 29 Apr, proving BBµ(14) ≥ 32.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1499137558695641189 <nowiki>[8]</nowiki>]</sup> The longest running takes ~30k sim steps and all size 14 GRF of the form M(PRF) have been simulated out to 10M sim steps.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1499746900860211214]</sup>
** Shawn found a series of new chaotic size 14 champions using the Min operator on 29 Apr, proving BBµ(14) ≥ 32.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1499137558695641189]</sup> The longest running takes ~30k sim steps and all size 14 GRF of the form M(PRF) have been simulated out to 10M sim steps.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1499746900860211214]</sup>
** Shawn is working on a distributed computation version of GRF enumeration so that others can contribute compute.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1498743904433082379]</sup>
** Shawn is working on a distributed computation version of GRF enumeration so that others can contribute compute.<sup>[https://discord.com/channels/960643023006490684/1447627603698647303/1498743904433082379]</sup>
* [[Busy Beaver for lambda calculus|Busy Beaver for Lambda Calculus]]
* [[Busy Beaver for lambda calculus|Busy Beaver for Lambda Calculus]]
**[https://discord.com/channels/960643023006490684/1355653587824283678/1492950712940892210 BBλ(38) has been solved] (BBλ(38) = <math>5\cdot{2^{2^{2^{2^2}}}} + 6</math>)
**[https://discord.com/channels/960643023006490684/1355653587824283678/1492950712940892210 BBλ(38) has been solved] (BBλ(38) = <math>5\cdot{2^{2^{2^{2^2}}}} + 6</math>).
**[https://discord.com/channels/960643023006490684/1355653587824283678/1493455967868817429 A Cryptid was found in 74 bits.]
**[https://discord.com/channels/960643023006490684/1355653587824283678/1493455967868817429 A Cryptid was found in 74 bits].
**Tromp's BB Lambda paper got published: [https://www.mdpi.com/1099-4300/28/5/494 MDPI] -- [https://doi.org/10.3390/e28050494 DOI]
**Tromp's BB Lambda paper got published in the journal [https://www.mdpi.com/1099-4300/28/5/494 Entropy].
*[https://discord.com/channels/960643023006490684/1362008236118511758/1493973516326928494 "BB" for Sokoban has been shared on the Discord server]. (Altough it is computable like [[Bug Game]], so we wouldn't call it a BB-function.)
*[https://discord.com/channels/960643023006490684/1362008236118511758/1493973516326928494 "BB" for Sokoban has been shared on the Discord server]. (Although it is computable like [[Bug Game]], so we wouldn't call it a BB-function.)
*Jumping Busy Beaver has been introduced, JBB(2,2,n) is known for n = 0 to n = 10, along with some lower bounds on small domains, see the [https://discord.com/channels/960643023006490684/1496202019206336664/1496202019206336664 Discord thread].
*Jumping Busy Beaver has been introduced, JBB(2,2,n) is known for n = 0 to n = 10, along with some lower bounds on small domains, see the [https://discord.com/channels/960643023006490684/1496202019206336664/1496202019206336664 Discord thread].
== Misc ==
* ZTS439 explored some properties of summations over the [[Hydra function]] <math>S(n) = \sum_{k=0}^n H(k)</math>.<sup>[https://discord.com/channels/960643023006490684/1497472476215640174/1497472476215640174]</sup>


== Holdouts ==
== Holdouts ==
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[[File:BB6 progress Q1 2026.png|alt=BB(6) progress in 2026 so far -- by mxdys|thumb|521x521px|BB(6) progress in 2026 so far -- by mxdys]]
[[File:BB6 progress Q1 2026.png|alt=BB(6) progress in 2026 so far -- by mxdys|thumb|521x521px|BB(6) progress in 2026 so far -- by mxdys]]
*[[BB(6)]]: Reduction: '''57'''. No. of TMs to simulate to 1e14: '''161''' (reduction: 10). To 1e15: '''225''' (reduction: 13).
*[[BB(6)]]: Reduction: '''57'''. No. of TMs to simulate to 1e14: '''161''' (reduction: 10). To 1e15: '''225''' (reduction: 13).
**Discord user sheep discovered<sup>[https://discord.com/channels/960643023006490684/1448375857046360094/1490939334092787722 <nowiki>[10]</nowiki>][https://discord.com/channels/960643023006490684/1448375857046360094/1490772706269069313 <nowiki>[11]</nowiki>]</sup> a new [[Cryptid]], {{TM|1RB1LA_0LC0RC_1LE1RD_1RE1RC_1LF0LA_---1LE}},  similar to [[Space Needle]]. A classification of Cryptids is now being worked on, where this machine, for example, could belong to a class of Needles (along with Space Needle).
**Discord user sheep discovered<sup>[https://discord.com/channels/960643023006490684/1448375857046360094/1490939334092787722][https://discord.com/channels/960643023006490684/1448375857046360094/1490772706269069313]</sup> a new [[Cryptid]], {{TM|1RB1LA_0LC0RC_1LE1RD_1RE1RC_1LF0LA_---1LE}},  similar to [[Space Needle]]. A classification of Cryptids is now being worked on, where this machine, for example, could belong to a class of Needles (along with Space Needle).
**BMO 8 was added to the [[Beaver Math Olympiad]]: {{TM|1RB0LD_0RC1RB_0RD0RA_1LE0RD_1LF---_0LA1LA}}
**BMO 8 was added to the [[Beaver Math Olympiad]]: {{TM|1RB0LD_0RC1RB_0RD0RA_1LE0RD_1LF---_0LA1LA}}
**The Turing Machine <code>1RB1LA_1RC1RE_1LD0RB_1LA0LC_0RF0RD_0RB---</code> has been informally solved for months now. The formal solution depends on a result in Number Theory, which has not yet been formalised in any formal language, and doing so would be a large project. Therefore the following statement was formalised: assuming the Baker–Wüstholz core bound for linear forms in logarithms over ℚ, the Turing machine never halts. See [https://github.com/rwst/bbchallenge/blob/main/1RB1LA_1RC1RE_1LD0RB_1LA0LC_0RF0RD_0RB---/Bootstrap.lean Github], Axiom minimal version: [https://discord.com/channels/960643023006490684/1443295684878143579/1494887513888657605 Discord], The machine's Discord thread: [https://discord.com/channels/960643023006490684/1443295684878143579/1495013820098150450 Link]. Note that the formal proofs were made with the help of Claude Opus and Aristotle AI.
**The Turing Machine <code>1RB1LA_1RC1RE_1LD0RB_1LA0LC_0RF0RD_0RB---</code> has been informally solved for months now. The formal solution depends on a number theory result which would be a major project in of itself to formalise. Therefore, the following statement was formalised: assuming the Baker–Wüstholz core bound for linear forms in logarithms over ℚ, the Turing machine never halts. See [https://github.com/rwst/bbchallenge/blob/main/1RB1LA_1RC1RE_1LD0RB_1LA0LC_0RF0RD_0RB---/Bootstrap.lean Github], Axiom minimal version: [https://discord.com/channels/960643023006490684/1443295684878143579/1494887513888657605 Discord], The machine's Discord thread: [https://discord.com/channels/960643023006490684/1443295684878143579/1495013820098150450 Link]. Note that the formal proofs were made with the help of Claude Opus and Aristotle AI.
**Alistaire [https://discord.com/channels/960643023006490684/1477591686514212894/1490470766116864291 simulated a machine] to 1e15.
**mxdys [https://discord.com/channels/960643023006490684/1239205785913790465/1497651809773289552 released] a new holdouts list of '''1119''' machines, the reduction mostly (except for [https://discord.com/channels/960643023006490684/1239205785913790465/1497668636117176520 one TM], the other informal holdout) came from finding new equivalences. This means there is now only 1 holdout (see above) whose solution has not been fully formalised.
**Discord user The_Real_Fourious_Banana [https://discord.com/channels/960643023006490684/1477591686514212894/1495412160237539338 simulated another TM] to 1e15, reducing the 1e14 holdout count to 169 and the 1e15 holdout count to 235.
**mxdys [https://discord.com/channels/960643023006490684/1239205785913790465/1497651809773289552 released] a new holdouts list of '''1119''' machines, the reduction mostly (except for [https://discord.com/channels/960643023006490684/1239205785913790465/1497668636117176520 one TM], the other informal holdout) came from new equivalences. This means there is now only 1 holdout considered "informal", which is actually very formal, but depends on Baker's theorem (actually, more restricted than that is enough, see above), and therefore has not been fully formalised.
**Later, mxdys [https://discord.com/channels/960643023006490684/1239205785913790465/1499000732236382358 released] a new holdouts list of '''1104''' machines where more equivalence classes have been merged.
**Later, mxdys [https://discord.com/channels/960643023006490684/1239205785913790465/1499000732236382358 released] a new holdouts list of '''1104''' machines where more equivalence classes have been merged.
**These equivalences were found with the help of -d, see (Discord [https://discord.com/channels/960643023006490684/960643023530762341/1498924022182973561 1], [https://discord.com/channels/960643023006490684/960643023530762341/1498732973086998739 2], [https://discord.com/channels/960643023006490684/1239205785913790465/1499331999599558656 3]). Equivalences seem to be amongst the last low-ish hanging fruits, with -d estimating about 100-200 equivalences left.
**These equivalences were found with the help of -d, see (Discord [https://discord.com/channels/960643023006490684/960643023530762341/1498924022182973561 1], [https://discord.com/channels/960643023006490684/960643023530762341/1498732973086998739 2], [https://discord.com/channels/960643023006490684/1239205785913790465/1499331999599558656 3]). Equivalences seem to be amongst the last low-ish hanging fruits, with -d estimating about 100-200 equivalences left.
**Along with [https://discord.com/channels/960643023006490684/1477591686514212894/1495412160237539338 the 1 TM simulated by Discord user @furiousbanana] ([https://discord.com/channels/960643023006490684/1477591686514212894/1499712071946862655 Link] to further simulation), the number of machines to simulate to 1e14 & 1e15 is 161 & 225 respectively, due to the recent equivalence reductions (10 machines total).
**[https://discord.com/channels/960643023006490684/1477591686514212894/1490470766116864291 Alistaire] and Discord user [https://discord.com/channels/960643023006490684/1477591686514212894/1495412160237539338 @The_Real_Fourious_Banana] each simulated a TM to 1e15 steps. Combined with the recent equivalence reductions (10 machines total), the number of machines to simulate to 1e14 and 1e15 steps is 161 & 225 respectively.
*[[BB(7)]]
*[[BB(7)]]
**Further filtering by Andrew Ducharme reduced the number of holdouts from 18,036,852 to '''17,823,260'''.<sup>[https://discord.com/channels/960643023006490684/1369339127652159509/1490808711952728235 <nowiki>[12]</nowiki>]</sup> (A '''1.18%''' reduction)
**Further filtering by Andrew Ducharme reduced the number of holdouts from 18,036,852 to '''17,823,260'''.<sup>[https://discord.com/channels/960643023006490684/1369339127652159509/1490808711952728235]</sup> (A '''1.18%''' reduction)
* [[BB(4,3)]]:
* [[BB(4,3)]]:
** In [[BB(4,3)#Stage 3|phase 2 stage 3]], Andrew Ducharme reduced the number of holdouts from 9,401,447 to '''5,641,006''', a '''40.00%''' reduction.<sup>[https://discord.com/channels/960643023006490684/1084047886494470185/1497715882049147143 <nowiki>[13]</nowiki>]</sup>
** In [[BB(4,3)#Stage 3|phase 2 stage 3]], Andrew Ducharme reduced the number of holdouts from 9,401,447 to '''5,641,006''', a '''40.00%''' reduction. He also found several new high-scoring halters, current places 4 through 8 in the 4x3 Busy Beaver game. 4th place is {{TM|1RB1LD2LA_0RC1RZ0RA_1LD2LA0LC_2RD2RC0LD|halt}} with approximate sigma score ~10↑↑1023.47221. <sup>[https://discord.com/channels/960643023006490684/1084047886494470185/1497715882049147143]</sup>
* [[BB(3,4)]]:
* [[BB(3,4)]]:
**Andrew Ducharme began [[BB(3,4)#Phase 3|Phase 3]], reducing the holdout count from 12,435,284 to '''12,049,358''' (a '''3.10%''' reduction) with mxdys's FAR decider.
**Andrew Ducharme began [[BB(3,4)#Phase 3|Phase 3]], reducing the holdout count from 12,435,284 to '''12,049,358''' (a '''3.10%''' reduction) with mxdys's FAR decider.
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** On 1 April 2026, [https://discord.com/channels/960643023006490684/1259770421046411285/1488737894943166604 Discord user mammillaria shared a Lean formalisation of the BMO 3 problem and its solution], which he created using [https://aristotle.harmonic.fun/ Aristotle AI]. Then [https://discord.com/channels/960643023006490684/1259770421046411285/1488898494386274374 mxdys formalised the result] in Rocq using LLMs, reducing the formal holdout count to 67, still with 60 informal holdouts.
** On 1 April 2026, [https://discord.com/channels/960643023006490684/1259770421046411285/1488737894943166604 Discord user mammillaria shared a Lean formalisation of the BMO 3 problem and its solution], which he created using [https://aristotle.harmonic.fun/ Aristotle AI]. Then [https://discord.com/channels/960643023006490684/1259770421046411285/1488898494386274374 mxdys formalised the result] in Rocq using LLMs, reducing the formal holdout count to 67, still with 60 informal holdouts.
** On 2 April 2026, [https://discord.com/channels/960643023006490684/1259770421046411285/1489095097373954199 mxdys solved] [[Beaver Math Olympiad#Solved problems|BMO 3]] variant {{TM|1RB0RA3LA4LA2RA_2LB3LA---4RA3RB}} using an LLM, reducing the formal holdout count to 66. The proofs for BMO 3 and its variant are available at https://github.com/ccz181078/busycoq/blob/BB6/verify/BMO3.v.
** On 2 April 2026, [https://discord.com/channels/960643023006490684/1259770421046411285/1489095097373954199 mxdys solved] [[Beaver Math Olympiad#Solved problems|BMO 3]] variant {{TM|1RB0RA3LA4LA2RA_2LB3LA---4RA3RB}} using an LLM, reducing the formal holdout count to 66. The proofs for BMO 3 and its variant are available at https://github.com/ccz181078/busycoq/blob/BB6/verify/BMO3.v.
** {{TM|1RB2RA3LA4LA2RB_2LA---1LA1RA3RA|halt}} and {{TM|1RB3LA4LA2RB1LA_2LA4RB---3RA3LA|undecided}} were simulated until halting by prurq using Quick_Sim<sup>[https://discord.com/channels/960643023006490684/1259770421046411285/1492999358482874448 <nowiki>[14]</nowiki>][https://discord.com/channels/960643023006490684/1259770421046411285/1491830661512958185 <nowiki>[15]</nowiki>]</sup> which confirmed the already existing moderately formal argument further. {{TM|1RB3LA4LA2RB1LA_2LA4RB---3RA3LA|halt}} is the only remaining machine known to halt from 2024 June (but not simulated there by a direct simulator), where the other two machines were first found to halt (see [https://discord.com/channels/960643023006490684/1084047886494470185/1254518334406266964 Discord]).
** {{TM|1RB2RA3LA4LA2RB_2LA---1LA1RA3RA|halt}} and {{TM|1RB3LA4LA2RB1LA_2LA4RB---3RA3LA|undecided}} were simulated until halting by prurq using Quick_Sim.<sup>[https://discord.com/channels/960643023006490684/1259770421046411285/1492999358482874448][https://discord.com/channels/960643023006490684/1259770421046411285/1491830661512958185]</sup> These TMs, in addition to  {{TM|1RB3LA4LA2RB1LA_2LA4RB---3RA3LA|halt}}, were shown to halt in 2024 June (see [https://discord.com/channels/960643023006490684/1084047886494470185/1254518334406266964 Discord]), but step counts and scores for these machines were unknown.
*[[BB(2,6)]]
*[[BB(2,6)]]
**Andrew Ducharme reduced the number of holdouts from 545,005 to '''536,112''' via Enumerate.py, a '''1.63%''' reduction.<sup>[https://discord.com/channels/960643023006490684/1084047886494470185/1491652128123388026 <nowiki>[16]</nowiki>][https://discord.com/channels/960643023006490684/1084047886494470185/1495650803967463464 <nowiki>[17]</nowiki>][https://discord.com/channels/960643023006490684/1084047886494470185/1497280483275575347 <nowiki>[18]</nowiki>]</sup>
**Andrew Ducharme reduced the number of holdouts from 545,005 to '''536,112''' via Enumerate.py, a '''1.63%''' reduction.<sup>[https://discord.com/channels/960643023006490684/1084047886494470185/1491652128123388026][https://discord.com/channels/960643023006490684/1084047886494470185/1495650803967463464][https://discord.com/channels/960643023006490684/1084047886494470185/1497280483275575347]</sup>
*[[BB(2,7)]]
*[[BB(2,7)]]
** Terry Ligocki enumerated 120K more subtasks, increasing the number of holdouts to '''687,123,946'''. A total of 220K subtasks out of the 1 million subtasks (or '''22%''') have been enumerated. (see [https://drive.google.com/drive/folders/11AiZYiKJq7v0ns9o5nt-xUsSgSpcuNvZ?usp=drive_link Google Drive]) <sup>[https://discord.com/channels/960643023006490684/1084047886494470185/1492652604088516659 <nowiki>[19]</nowiki>][https://discord.com/channels/960643023006490684/1084047886494470185/1498198584208658443 <nowiki>[20]</nowiki>]</sup>
** Terry Ligocki enumerated 120K more subtasks, increasing the number of holdouts to '''687,123,946'''. A total of 220K subtasks out of the 1 million subtasks (or '''22%''') have been enumerated. (see [https://drive.google.com/drive/folders/11AiZYiKJq7v0ns9o5nt-xUsSgSpcuNvZ?usp=drive_link Google Drive]) <sup>[https://discord.com/channels/960643023006490684/1084047886494470185/1492652604088516659][https://discord.com/channels/960643023006490684/1084047886494470185/1498198584208658443]</sup>


[[Category:This Month in Beaver Research|2026-04]]
[[Category:This Month in Beaver Research|2026-04]]

Latest revision as of 02:43, 8 May 2026

Prev: March 2026 This Month in Beaver Research Next: May 2026

This Month in Beaver Research for April 2026. This month, a new Cryptid was discovered in BB(6) by Discord user sheep, and BMO 8 was added to the Beaver Math Olympiad. Two informally proven machines were formalised into Rocq in BB(2,5). There was a 40% reduction in BB(4,3), and we also passed below 18 million holdouts for BB(7). There's been a lot of discoveries in the Fractran, General Recursive Function, and Lambda Calculus versions of Busy Beaver. Katelyn Doucette created a visualizer for Fractran space-time diagrams. BBf(22) has been solved except for the Fenrir family of Cryptids. The first BBµ champion was found that takes advantage of the minimization (M) operator. Both BBf(100) and BBµ(100) were proven to surpass Graham's number. BBλ(38) was solved and a 74-bit BBλ Cryptid was found.

BB Adjacent

Space-time diagram of Space Needle in Fractran.
Space-time diagram of Space Needle in Fractran.
  • Fractran
    • BBf(22) was solved with the exception of the Fenrir family. Enumeration of BBf(23) would take roughly 10 days.[1]
    • Katelyn Doucette created a visualizer for Fractran space-time diagrams.
    • Racheline created a series of fast-growing programs: a tetrational program of size 29,[2] fω programs starting from size 86,[3] and fω+1 programs from size 95, meaning Graham's number fits under size 100. She predicts that one probably exists under size 40, and that it shouldn't be hard to reduce it to at least 60.
    • BBf(n) was added to OEIS: A395424
  • General Recursive Function
    • Jacob Mandelson proved the values up to BBµ(7) on 3 Apr.[4]
    • A couple of Cryptids were hand-constructed: size 141, by Jacob on 8 Apr,[5] and size 81, by Shawn Ligocki on 28 Apr.[6]
    • Shawn built an "Ackermann worm" function with fω growth of size 83 on 16 Apr and used to it show BBµ(100) > Graham's number.[7]
    • Jacob extended the Ackermann worm to find a fω2 growth function of size 204 on 23 Apr.[8][9]
    • Shawn enumerated all Primitive Recursive Functions (GRF w/o Min) up to size 20.[10][11][12]
    • Shawn found a series of new chaotic size 14 champions using the Min operator on 29 Apr, proving BBµ(14) ≥ 32.[13] The longest running takes ~30k sim steps and all size 14 GRF of the form M(PRF) have been simulated out to 10M sim steps.[14]
    • Shawn is working on a distributed computation version of GRF enumeration so that others can contribute compute.[15]
  • Busy Beaver for Lambda Calculus
  • "BB" for Sokoban has been shared on the Discord server. (Although it is computable like Bug Game, so we wouldn't call it a BB-function.)
  • Jumping Busy Beaver has been introduced, JBB(2,2,n) is known for n = 0 to n = 10, along with some lower bounds on small domains, see the Discord thread.

Misc

  • ZTS439 explored some properties of summations over the Hydra function S(n)=k=0nH(k).[16]

Holdouts

BB Holdout Reduction by Domain
Domain Previous Holdout Count New Holdout Count Holdout Reduction % Reduction
BB(6) 1161 1104 57 4.91%
BB(7) 18,036,852 17,823,260 213,592 1.18%
BB(4,3) 9,401,447 5,641,006 3,760,441 40.00%
BB(3,4) 12,435,284 12,049,358 385,926 3.10%
BB(2,5) 69 66 3 4.35%
BB(2,6) 545,005 536,112 11,241 1.63%
BB(6) progress in 2026 so far -- by mxdys
BB(6) progress in 2026 so far -- by mxdys
  • BB(6): Reduction: 57. No. of TMs to simulate to 1e14: 161 (reduction: 10). To 1e15: 225 (reduction: 13).
    • Discord user sheep discovered[17][18] a new Cryptid, 1RB1LA_0LC0RC_1LE1RD_1RE1RC_1LF0LA_---1LE (bbch), similar to Space Needle. A classification of Cryptids is now being worked on, where this machine, for example, could belong to a class of Needles (along with Space Needle).
    • BMO 8 was added to the Beaver Math Olympiad: 1RB0LD_0RC1RB_0RD0RA_1LE0RD_1LF---_0LA1LA (bbch)
    • The Turing Machine 1RB1LA_1RC1RE_1LD0RB_1LA0LC_0RF0RD_0RB--- has been informally solved for months now. The formal solution depends on a number theory result which would be a major project in of itself to formalise. Therefore, the following statement was formalised: assuming the Baker–Wüstholz core bound for linear forms in logarithms over ℚ, the Turing machine never halts. See Github, Axiom minimal version: Discord, The machine's Discord thread: Link. Note that the formal proofs were made with the help of Claude Opus and Aristotle AI.
    • mxdys released a new holdouts list of 1119 machines, the reduction mostly (except for one TM, the other informal holdout) came from finding new equivalences. This means there is now only 1 holdout (see above) whose solution has not been fully formalised.
    • Later, mxdys released a new holdouts list of 1104 machines where more equivalence classes have been merged.
    • These equivalences were found with the help of -d, see (Discord 1, 2, 3). Equivalences seem to be amongst the last low-ish hanging fruits, with -d estimating about 100-200 equivalences left.
    • Alistaire and Discord user @The_Real_Fourious_Banana each simulated a TM to 1e15 steps. Combined with the recent equivalence reductions (10 machines total), the number of machines to simulate to 1e14 and 1e15 steps is 161 & 225 respectively.
  • BB(7)
    • Further filtering by Andrew Ducharme reduced the number of holdouts from 18,036,852 to 17,823,260.[19] (A 1.18% reduction)
  • BB(4,3):
    • In phase 2 stage 3, Andrew Ducharme reduced the number of holdouts from 9,401,447 to 5,641,006, a 40.00% reduction. He also found several new high-scoring halters, current places 4 through 8 in the 4x3 Busy Beaver game. 4th place is 1RB1LD2LA_0RC1RZ0RA_1LD2LA0LC_2RD2RC0LD (bbch) with approximate sigma score ~10↑↑1023.47221. [20]
  • BB(3,4):
    • Andrew Ducharme began Phase 3, reducing the holdout count from 12,435,284 to 12,049,358 (a 3.10% reduction) with mxdys's FAR decider.
  • BB(2,5):
  • BB(2,6)
    • Andrew Ducharme reduced the number of holdouts from 545,005 to 536,112 via Enumerate.py, a 1.63% reduction.[23][24][25]
  • BB(2,7)
    • Terry Ligocki enumerated 120K more subtasks, increasing the number of holdouts to 687,123,946. A total of 220K subtasks out of the 1 million subtasks (or 22%) have been enumerated. (see Google Drive) [26][27]