Convex and metric geometry·OpenAI Math·Result 097·Lean formalisation listed
The Euclidean Steinitz–Bergström bound
One of the 372 results in OpenAI's public mathematics catalogue, filed under convex and metric geometry: 1 preprint, the latest dated 24 September 2026. This page quotes OpenAI's own summary of the claim, links the paper and abstract, and embeds the animation.
In one line: OpenAI reports a proof of the Euclidean Steinitz–Bergström bound (convex and metric geometry) in a preprint dated 24 September 2026. It has not been peer reviewed. The channel's animation, Every OpenAI Math Result, Part 1 of 4: Goldfeld's Conjecture and 82 More, is on YouTube.
Chapter 63 of 83 in Every OpenAI Math Result, Part 1 of 4: Goldfeld's Conjecture and 82 More · starts at 21:31 · watch from there on YouTube →
What OpenAI claims
Proves that any finite sequence in the Euclidean unit ball of ℝd admits signs keeping every partial sum within C√d, independently of length. Consequently every zero-sum family can be reordered with the same bound on unsigned partial sums. A matching lower bound gives the optimal order S2(d)=Θ(√d). (Lean)
Paper
The Euclidean Steinitz–Bergström theorem
OpenAI's abstract Every prescribed-order finite sequence of vectors in the Euclidean unit ball of ℝd has one signing for which every signed prefix has norm at most C√d, with C absolute and independent of the sequence length. Consequently, every indexed zero-sum family of unit-ball vectors admits an ordering with the same bound for its unsigned partial sums. This determines the Euclidean Steinitz constant up to absolute factors, S2(d)=Θ(√d), and resolves the Euclidean Steinitz–Bergström conjecture.
Status
Preprint. The paper has 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 OpenAI posted a preprint on 24 September 2026; it has not been peer reviewed, so treat the result as OpenAI's claim until other mathematicians have checked it.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 that any finite sequence in the Euclidean unit ball of ℝd admits signs keeping every partial sum within C√d, independently of length. Consequently every zero-sum family can be reordered with the same bound on unsigned partial sums. A matching lower bound gives the optimal order S2(d)=Θ(√d). (Lean)
- Where is the proof?
- In the paper, The Euclidean Steinitz–Bergström theorem (PDF).
- Is there a video?
- Yes, on YouTube (28:48, chapter 63).
Also in
- Chapter 8 of 10 in Petty's Projection Conjecture, Log Brunn–Minkowski Conjecture and 8 More · starts at 2:26 · watch from there on YouTube →
The video
Every OpenAI Math Result, Part 1 of 4: Goldfeld's Conjecture and 82 More · Compilation · 28:48 · chapter 63 from 21:31 · description, sources and chapters →
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