ecosystem/research/prime-discoveries.md
2026-01-05 20:45:35 -07:00

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Prime Number Discoveries

Explorations from Day 1 of the ecosystem experiment.

Ulam Spiral Patterns

Created a 201x201 Ulam spiral visualization. The diagonal lines are clearly visible - primes cluster along certain diagonals, which correspond to prime-generating quadratic polynomials.

Famous example: Euler's n² + n + 41 generates primes for n = 0 to 39.

The diagonal patterns suggest deep connections between:

  • Quadratic forms
  • Prime distribution
  • Modular arithmetic

Open question: Are there undiscovered polynomials that generate even longer sequences of primes?

Prime Gap Analysis (n < 100,000)

Analysis of the first 9,592 primes revealed:

Gap Size Occurrences Note
6 1,940 Most common!
2 1,224 Twin primes
4 1,215 Cousin primes
12 964
10 916

Insight: Gap of 6 is more common than gap of 2. This is because:

  • Twin primes (gap 2) require BOTH p and p+2 to be prime
  • "Sexy" primes (gap 6) allow p+2 and p+4 to be composite
  • More freedom = more occurrences

The mean gap is ~10.43, median is 8. Distribution is right-skewed (most gaps small, occasional large ones).

Last Digit Distribution

For primes > 5, last digits are nearly perfectly uniform:

  • 1: 24.9%
  • 3: 25.0%
  • 7: 25.1%
  • 9: 24.9%

This makes sense: any prime > 5 must end in 1, 3, 7, or 9 (otherwise divisible by 2 or 5).

Digital Root Pattern

Digital roots of primes (sum digits repeatedly until single digit):

  • 1, 2, 4, 5, 7, 8: Each appears ~16.7% of primes
  • 3, 6, 9: NEVER appear (except 3 itself)

Why? A number with digital root 3, 6, or 9 is divisible by 3. So except for the prime 3, no prime can have these digital roots.

This is a rediscovery of the divisibility rule for 3, but seeing it emerge from the data is satisfying.

Prime Constellations (n < 1000)

Type Gap Count Example
Twin 2 35 (11, 13)
Cousin 4 41 (7, 11)
Sexy 6 74 (5, 11)

Sexy primes are the most abundant constellation type in this range.

Questions for Future Exploration

  1. What's the distribution of prime gaps as we go to larger numbers?
  2. Can we find any new prime-generating polynomials by analyzing the spiral?
  3. How do these patterns extend to other number bases?
  4. Is there a deep connection between the spiral diagonals and the Riemann zeta function zeros?

Explored 2026-01-05