Theoretical computer science·OpenAI Math·Result 129·Lean formalisation listed

Exponential state costs for two-way automata

One of the 372 results in OpenAI's public mathematics catalogue, filed under theoretical computer science: 2 preprints, the latest dated 25 September 2026. This page quotes OpenAI's own summary of the claim, links the papers and abstracts, and embeds the animation.

In one line: OpenAI reports a result titled ‘Exponential state costs for two-way automata’ (theoretical computer science) in 2 preprints, the latest dated 25 September 2026. It has not been peer reviewed. The channel's animation, Every OpenAI Math Result, Part 3 of 4: Operator Paving, Naimark's Problem and 82 More, is on YouTube.

Compilation · 29:20 · 14 October 2026Watch on YouTube →

Subscribe on YouTube

Chapter 1 of 84 in Every OpenAI Math Result, Part 3 of 4: Operator Paving, Naimark's Problem and 82 More · watch from there on YouTube →

What OpenAI claims

Proves exponential lower bounds both for complementing two-way nondeterministic finite automata and for simulating one-way nondeterministic automata by two-way deterministic ones. The latter resolves the Sakoda–Sipser state-succinctness conjecture over growing finite alphabets; both results rule out polynomial state bounds independent of alphabet size. (Lean)

Papers (2)

  1. An exponential state lower bound for two-way nondeterministic complementation

    · Preprint, not peer reviewed · PDF

    OpenAI's abstract We prove that two-way nondeterministic finite automata cannot be complemented with a polynomial number of states independent of the alphabet. For each n ≥ 4 we construct an n-state automaton over a finite alphabet whose complement requires at least 1/2 2⌊(n-4)/127⌋-1 states.

  2. An exponential two-way deterministic state lower bound for one-way liveness

    · Preprint, not peer reviewed · PDF

    OpenAI's abstract One-way liveness on h points accepts a word of binary relations when their ordered product is nonempty. For every h ≥ 2, it has a nondeterministic automaton with h+3 states and no left moves, whereas every equivalent s-state two-way deterministic automaton satisfies 4(s+2)2 ≥ 2⌊(h-2)/31⌋. Partial transition rules, stay moves, and nonaccepting infinite computations are allowed. The alphabets are finite and grow with h, so the result rules out an alphabet-independent polynomial state bound for deterministic two-way simulation, already for one-way nondeterministic sources.

Status

Preprint. The papers have not been independently reviewed. Treat the result as OpenAI's claim until other mathematicians have checked it. If a video exists, it illustrates the statement; it is not the proof.

Quick answers

Is it proven?
Not independently yet. OpenAI posted 2 preprints, the latest dated 25 September 2026; it has not been peer reviewed, so treat the result as OpenAI's claim until other mathematicians have checked it.
What exactly does OpenAI claim?
Proves exponential lower bounds both for complementing two-way nondeterministic finite automata and for simulating one-way nondeterministic automata by two-way deterministic ones. The latter resolves the Sakoda–Sipser state-succinctness conjecture over growing finite alphabets; both results rule out polynomial state bounds independent of alphabet size. (Lean)
Is there a video?
Yes, on YouTube (29:20, chapter 1).

Also in

The video

Every OpenAI Math Result, Part 3 of 4: Operator Paving, Naimark's Problem and 82 More · Compilation · 29:20 · chapter 1 from 0:00 · description, sources and chapters →

Related results in Theoretical computer science

All 40 results in Theoretical computer science →