In my blog post titled A Revision, I set the following rules to be applied to any given natural number:
- if a \(4k+1\) prime, double it and add 1: \(n \rightarrow 2n+1\)
- if a \(4k+3\) prime, subtract 1 and divide by 2: \(n \rightarrow (n-1)/2\)
- if composite, determine its number of divisors \(d\)
- if \( n \pmod d \equiv 0\) then \(n \rightarrow \dfrac{n}{d} \)
- if \( n \pmod d \not\equiv 0 \) then \(n \rightarrow n \times d\)
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Figure 1 |
Here is a comprehensive breakdown of the patterns, groupings, and behaviors hidden within these 810 numbers.
1. The Density Decay (Sparsity at Scale)
The most prominent pattern is how rapidly the density of successful numbers drops off as the starting values increase. The sequence strongly favors smaller numbers.
- High Concentration (1 to 1,000): There are 113 successful numbers in the first 1,000 integers. Over 11% of the starting pool.
- The Mid-Range (10,000 to 20,000): The grouping thins out significantly, with numbers often clustered in small pockets followed by wide dead zones.
- Extreme Sparsity (39,000 to 40,000): In the final 1,000 integers of your range, only two numbers (39348 and 39670) manage to reach 1.
Why this happens: As numbers grow larger, their divisor counts ($d$) become highly variable. To shrink a composite number, it must be perfectly divisible by its divisor count ($n \pmod d \equiv 0$). For massive numbers, missing this exact modulus check results in multiplying by $d$ instead, which instantly inflates the sequence beyond recovery.
2. The $4k + 3$ Prime Accelerators
If we look at the prime numbers in your successful list (3, 7, 13, 19, 43, 79, etc.), there is a heavy bias toward primes of the form $4k + 3$.
- The $4k + 3$ Shortcuts: Primes like 3, 7, 19, 43, and 79 all fit the $4k + 3$ rule. Because your logic dictates that these primes undergo the operation $\frac{n - 1}{2}$, they act as immediate mathematical "shortcuts," instantly halving the sequence and driving it downward.
- The $4k + 1$ Hurdle: Primes of the form $4k + 1$ (like 13) are much rarer in the list. Their rule is to double and add 1 ($2n + 1$), which causes them to inflate. For a $4k + 1$ prime to succeed, it must inflate into a highly specific composite number that happens to have a perfect divisor ratio. For example, 13 inflates to 27, which perfectly cascades down to 108, then 9, then 3, then 1.
3. The "Perfect Division" Composites
Many of the even numbers on this list are highly composite or share specific divisor ratios that allow them to perfectly trigger the $\frac{n}{d}$ reduction rule multiple times in a row.
Look at a number like 2520. It is a highly composite number with exactly 48 divisors. However, 2520 is not perfectly divisible by 48 (2520 / 48 = 52.5). This means it actually inflates first (2520 × 48 = 120,960) before finding a pathway back down.
Conversely, a number like 24 has exactly 8 divisors. Because $24 \pmod 8 \equiv 0$, it immediately shrinks to 3, which is a prime that shrinks to 1.
4. Convergence Gateways
Every single one of these 810 numbers does not find its own unique path to 1. They act like a massive river system, with hundreds of tiny tributaries eventually flowing into the exact same few mathematical gateways.
If you trace the sequences of these 810 numbers, you will find that almost all of them eventually hit 3, 7, 9, or 24 before reaching 1. The list you generated is essentially a map of every single starting integer under 40,000 that manages to mathematically stumble into one of those four specific choke points without exceeding the 100,000,000 inflation limit first.

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