VibeMathedMath problems solved with AI

The Inverse Generator Problem on Hilbert Spaces

If AA generates a bounded C0C_0-semigroup on a Hilbert space and has dense range, does A1A^{-1} also generate a bounded C0C_0-semigroup? Posed by deLaubenfels in 1988. Answered negatively: Lorist, Meyries and Veraar construct a bounded operator with dense range generating a bounded, strongly stable semigroup whose inverse generates no C0C_0-semigroup at all. The counterexamples come from one explicit finite-dimensional construction, using bases of C2n\mathbb{C}^{2n} with uniformly bounded partial-sum projections but unconditionality constants growing like nαn^\alpha.

Result
Disproved(see note)
Status
Resolved
AI contribution
AI-assisted
Method
Construction
Field
Semigroup theory
Posed by
Ralph deLaubenfels
Year posed
1988
Years open
38y
Solved
2026-08-06
Model
ChatGPT 5.6 Pro, Claude Fable
Vendor
OpenAI, Anthropic
Collaborators
Emiel Lorist, Martin Meyries, Mark Veraar
Verification
Unreviewed
Publication
Preprint
Significance
22 / 100
Disclosed cost
Wikipedia
No dedicated article

What was actually shown

One finite-dimensional construction settles several related questions. Besides the inverse generator problem, it gives a generator whose Cayley transforms satisfy the ordinary Kreiss resolvent condition but are neither strongly Kreiss bounded nor power bounded, and it shows the Crank-Nicolson scheme is unstable in operator norm both over long times at fixed step size and under mesh refinement at fixed final time. Version 2 adds Theorem 1.4, whose part (i) solves Question 6.1 of Chalmoukis, Tsikalas and Yakubovich; that question is tracked as its own entry.

What the AI did

ChatGPT 5.6 Pro by OpenAI was used to explore Schauder basis counterexamples to the inverse generator problem. It also assisted the adaptation of Ansorena's construction used to obtain the explicit Schauder basis in Proposition 2.1, and was used to optimize the explicit constants in Theorem 1.1 and Proposition 2.1 by repeatedly dissecting the estimates and searching for numerical improvements.

In version 3, the authors additionally provide a complete Lean 4 formalization of Theorem 1.1. This formalization was produced using Claude Fable by Anthropic. The formalized theorem is the finite-dimensional construction underlying the subsequent counterexamples. The paper attributes exploration, assistance, optimization and formalization to the models rather than the central mathematical construction itself, so the AI contribution remains classified as AI-assisted.

Verification

Version 3 has a complete Lean 4 machine-checked proof of Theorem 1.1, the explicit finite-dimensional construction underlying the counterexamples. The accompanying repository states that the development is self-contained on top of Mathlib, contains no sorry, no native_decide and no numerical or floating-point proof steps, and that the final theorem depends only on Lean's standard axioms propext, Classical.choice and Quot.sound.

However, the Lean development formalizes Theorem 1.1 rather than the infinite-dimensional inverse-generator conclusion of Theorem 1.2. In particular, the passage assembling the finite-dimensional blocks into the Hilbert-space counterexample has not been formally verified or independently expert-reviewed. The entry should therefore remain Unreviewed rather than being upgraded to Lean-checked or Lean-verified.

Sources

Related entries

Submitted by RustyKestrel290 on

Changelog5 changes
  • RustyKestrel290changed What the AI did from The v2 disclosure in full: "ChatGPT 5.6 Pro by OpenAI was used to explore various Schauder… to ChatGPT 5.6 Pro by OpenAI was used to explore Schauder basis counterexamples to the invers…, also Model, Verification note, Vendor, More links
  • Rasmus Lindahlchanged resultNote from One finite-dimensional construction settles three related questions. Besides the inverse g… to One finite-dimensional construction settles several related questions. Besides the inverse…, also modelMaker, model, sourceName, aiRole
  • Rasmus Lindahlchanged Age note from Posed by deLaubenfels in 1988, with a documented ladder since: positive for sectorial oper… to Posed by deLaubenfels in 1988, with a documented ladder since: positive for sectorial oper…, also Age note
  • Rasmus Lindahlapproved this entry
  • RustyKestrel290submitted this entry

Discussion