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|    sci.logic    |    Logic -- math, philosophy & computationa    |    262,912 messages    |
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|    Message 261,610 of 262,912    |
|    Mild Shock to Jeff Barnett    |
|    Re: Could AlphaEvolve find the sixth bus    |
|    02 Dec 25 00:14:18    |
      XPost: comp.lang.prolog, sci.math       From: janburse@fastmail.fm              Hi,              Meanwhile I have found some papers where some       earlier lemmas are proved, that didn't make it       into the Coq proof. So I am not sure              whether Coq is the first. Seems there are       different proofs possible. But I didn't spend       enough time on the matter, to explain              details. Still in the collection phase.              Sorry that I am not an excellent help here.              Bye              Jeff Barnett schrieb:       > On 11/30/2025 5:36 AM, Mild Shock wrote:       >> Hi,       >>       >> What we thought:       >>       >> Prediction 5 . It will never be proved that       >> Σ(5) = 4,098 and S(5) = 47,176,870.       >> -- Allen H. Brady, 1990 .       >>       >> How it started:       >>       >> To investigate AlphaEvolve’s breadth, we applied       >> the system to over 50 open problems in mathematical       >> analysis, geometry, combinatorics and number theory.       >> The system’s flexibility enabled us to set up most       >> experiments in a matter of hours. In roughly 75% of       >> cases, it rediscovered state-of-the-art solutions, to       >> the best of our knowledge.       >> https://deepmind.google/blog/alphaevolve-a-gemini-powered-coding-agent-       for-designing-advanced-algorithms/       >>       >>       >> How its going:       >>       >> We prove that S(5) = 47, 176, 870 using the Coq proof       >> assistant. The Busy Beaver value S(n) is the maximum       >> number of steps that an n-state 2-symbol Turing machine       >> can perform from the all-zero tape before halting, and       >> S was historically introduced by Tibor Radó in 1962 as       >> one of the simplest examples of an uncomputable function.       >> The proof enumerates 181,385,789 Turing machines with 5       >> states and, for each machine, decides whether it halts or       >> not. Our result marks the first determination of a new       >> Busy Beaver value in over 40 years and the first Busy       >> Beaver value ever to be formally verified, attesting to the       >> effectiveness of massively collaborative online research       >> https://arxiv.org/pdf/2509.12337       >>       >> They claim not having used much AI. But could for       >> example AlphaEvolve do it somehow nevertheless, more or       >> less autonomously, and find the sixth busy beaver?       > I'm fascinated by this result and I'd appreciate it if you could       > elaborate more. Is the problem presented to the automation:       >       > 1. Prove "S(5) = 47,176,870" along with a 'def' of S?       > 2. Enumerate & check behavior or 47,176,870 machines?       > 3. Like 2 above but supplied with lemmas such as prove this case halts       > implies a large number of other cases halt faster?       > 4. Like 3 above but lemmas discovered, perhaps with 'encouragement'?       > 5. other approaches or other chore splits between man and machine?       > 6. etc?       >       > I think what I'm asking is for the work flow that led to the result.              --- SoupGate-Win32 v1.05        * Origin: you cannot sedate... all the things you hate (1:229/2)    |
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