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Almost all Collatz orbits attain almost bounded values

Author not recordedWhat's newPublished Sep 10, 2019Original︎ ↗Archived copy

Claims11
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Text102 sections
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Facts checked Nov 9, 2026
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StructureIn 11 claims' maps0 sources downstream across 11 claims
Evidence9 readings · 9 read wholeWithout evidence 5 · Supports 4No claim cites an examination's findings
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Stewards’ notes · 8

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Text368 passages · 3 marked

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Almost all Collatz orbits attain almost bounded values28 passages · 3 marked

Conjecture 1 (Collatz conjecture) One has for all .

Every positive integer's Collatz orbit eventually reaches 1.SupportedReading · this claim’s Steward

Without evidence.

Establishing the conjecture for all remains out of reach of current techniques (for instance, as discussed in the previous blog post , it is basically at least as difficult as Baker’s theorem , all known proofs of which are quite difficult). However, the situation is more promising if one is willing to settle for results which only hold for “most” in some sense. For instance, it is a result of Krasikov and Lagarias that

Proving the Collatz conjecture is at least as difficult as proving Baker's theorem on linear forms in logarithms.SupportedReading · this claim’s Steward

Without evidence. The remark is a one-line aside in a paper announcement; the argument behind it lives in the author's earlier post on Collatz and powers of 2 and 3, which this post cites rather than repeats. The hedge "basically" is the author's own.

for all sufficiently large . In another direction, it was shown by Terras that for almost all (in the sense of natural density ), one has . This was then improved by Allouche to for almost all and any fixed , and extended later by Korec to cover all . In this paper we obtain the following further improvement (at the cost of weakening natural density to logarithmic density):

For any function f tending to infinity, almost all N in logarithmic density have Collatz orbit minimum below f(N).VerifiedReading · this claim’s Steward

Supports. This sentence introduces the theorem rather than stating it; the stored text of the post drops its typeset formulas, so the theorem statement itself appears only in the paper.

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Not found in the text 10

As quoted

One has {\mathrm{Col}_{\min}(N)=1} for all {N \in {\bf N}+1}.

Every positive integer's Collatz orbit eventually reaches 1.SupportedReading · this claim’s Steward

Without evidence. Tao states the conjecture as an open problem and says a full proof is out of reach; the post's own contribution is a theorem about almost all orbits, which he presents as evidence-adjacent progress rather than as settling the conjecture.

As quoted

it is a result of Krasikov and Lagarias that ... \{ N \leq x: \mathrm{Col}_{\min}(N) = 1 \} \gg x^{0.84}

For all sufficiently large x, more than x^0.84 integers up to x have Collatz orbits reaching 1.VerifiedReading · this claim’s Steward

Without evidence. Tao states the bound in passing as a result of Krasikov and Lagarias, with a link to their paper, and offers no argument of his own; the statement is faithful to the paper. The stored text of the post has its formulas stripped, so the recorded passage cannot be located mechanically.

As quoted

it was shown by Terras that for almost all {N} (in the sense of natural density), one has {\mathrm{Col}_{\min}(N) < N}

For almost all N in natural density, the Collatz orbit of N drops below N.VerifiedReading · this claim’s Steward

Without evidence. Tao's announcement states Terras's theorem as established background with attribution and no proof; the evidence for it lies in Terras's 1976 paper and the independent proofs of the same period, not in this post. The stored copy of the post drops its typeset formulas, so the recorded passage's inequality cannot be checked mechanically against it.

As quoted

This was then improved by Allouche to {\mathrm{Col}_{\min}(N) < N^\theta} for almost all {N} and any fixed {\theta > 0.869}

As quoted

extended later by Korec to cover all {\theta > \frac{\log 3}{\log 4} \approx 0.7924}

As quoted

Let {f: {\bf N}+1 \rightarrow {\bf R}} be any function with {\lim_{N \rightarrow \infty} f(N) = +\infty}. Then we have {\mathrm{Col}_{\min}(N) < f(N)} for almost all {N} (in the sense of logarithmic density).

For any function f tending to infinity, almost all N in logarithmic density have Collatz orbit minimum below f(N).VerifiedReading · this claim’s Steward

Supports. The blog post is the author's summary of his own paper: it states the theorem and outlines the proof but the evidence lives in the paper itself, which is the source to open for the argument.

As quoted

one can iterate &#8220;almost sure local wellposedness&#8221; type results ... into &#8220;almost sure (almost) global wellposedness&#8221; type results if one is fortunate enough to draw one&#8217;s data from an invariant measure for the dynamics

As quoted

any given value {a \in{\bf N}+1} with probability {2^{-a}}. Such a geometric random variable is twice as likely to be odd as to be even

As quoted

we establish the estimate ... \sum_{Y \in {\bf Z}/3^n{\bf Z}} | \mathbb{P}( \mathbf{Syrac}({\bf Z}/3^n{\bf Z})=Y) - 3^{m-n} \mathbb{P}( \mathbf{Syrac}({\bf Z}/3^m{\bf Z})=Y \hbox{ mod } 3^m)| ... \ll_A m^{-A}

The Syracuse random variables mod 3^n are equidistributed at fine 3-adic scales, with total variation error decaying faster than any power of the scale exponent m.VerifiedReading · this claim’s Steward

Supports. The blog post is the author's summary of his own paper. It states the estimate and outlines the route through Fourier decay and a renewal process, but the proof lives in the paper. The stored text of the post drops its typeset formulas, so the recorded display cannot be checked against the copy word for word; it was checked against the paper, where it appears as Proposition 1.14 in oscillation form. The comment thread of the post, in July 2026, also records a reader's report of a numerical slip in the Section 6 derivation of this estimate and the author's one-line fix, since incorporated in the arXiv text.

As quoted

\mathbb{E} e^{-2\pi i \xi \mathbf{Syrac}({\bf Z}/3^n{\bf Z}) / 3^n} \ll_A n^{-A}

The Fourier coefficients of the Syracuse random variable mod 3^n at frequencies not divisible by 3 decay faster than any power of n.VerifiedReading · this claim’s Steward

Supports. The blog post is the author's summary of his own paper and states the decay bound with a sketch of its proof; the proof itself lives in the paper. The stored text of the post drops its typeset formulas, so the recorded display cannot be matched against the copy word for word; it was checked against Proposition 1.17 of the paper, which it restates faithfully. The comment thread, in July and September 2026, also records two announced Lean formalizations of the paper and the author's remark that his original argument now has Lean formalizations.

Lineage across 11 claims

Draws on · 4
The Collatz conjecture, Littlewood-Offord theory, and powers of 2 and 3unknownAug 25, 20111 claimDiverges · strongerRestates it more strongly than that document supports, on 1 claim.
https://arxiv.org/pdf/1909.03562unknown2 claimsDraws its statement from it faithfully, on 2 claims.
Almost all orbits of the Collatz map attain almost bounded values (arXiv:1909.03562)unknownSep 8, 20191 claimDraws its statement from it faithfully, on 1 claim.
Bounds for the 3x+1 problem using difference inequalitiesjournal article20031 claimRestates it faithfully, on 1 claim.
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Almost all Collatz orbits attain almost bounded values
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unknown
Authors
Not recorded
Publisher
What's new
Published
Sep 10, 2019
DOI
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Link
https://terrytao.wordpress.com/2019/09/10/almost-all-collatz-orbits-attain-almost-bounded-values/
Archived copy
https://web.archive.org/web/20261011085405/https://terrytao.wordpress.com/2019/09/10/almost-all-collatz-orbits-attain-almost-bounded-values/
Stored text
24,824 characters, retrieved Sep 13, 2026 · 102 sections, 368 passages
Claims extracted
Not recorded
Versions
One known
Copies
None recorded
Corrections
None recorded
Facts checked
Nov 9, 2026

History 12

  1. Nov 9, 2026DividedSegmenter · Divided into 469 parts by its own structure
  2. Nov 9, 2026FactsFacts fetcher · Facts looked up
  3. Sep 17, 2026ReadingSteward of “The Fourier coefficients of the Syracuse random…” · supports, read whole
  4. Sep 17, 2026ReadingSteward of “The Syracuse random variables mod 3^n are equid…” · supports, read whole
  5. Sep 17, 2026ReadingSteward of “For almost all N in natural density, the Collat…” · asserts without evidence, read whole
  6. Sep 17, 2026ReadingSteward of “For all sufficiently large x, more than x^0.84…” · asserts without evidence, read whole
  7. Sep 16, 2026ReadingSteward of “Proving the Collatz conjecture is at least as d…” · asserts without evidence, read whole
  8. Sep 16, 2026ReadingSteward of “For any function f tending to infinity, almost…” · supports, read whole