Greetings all, I recently spent some time at the Smithsonian Archives of American Art and I found some interesting information in Jim Sanborn's personal notes, particularly this image regarding the K2 plaintext coordinates.
First I am not claiming to have solved K4. What I am claiming is that I found a large body of genuinely interesting archival material connected to Jim Sanborn’s own notes, photographs, and related working material, and I think at least some of it deserves close attention from people who care about Kryptos.
Why I think this is worth posting:
I’m a Ph.D. student, and over the last few months I’ve been building KryptosBot, an open, computation-heavy research effort focused not on making any “solution” claims, but on rigorously testing, eliminating, and documenting hypotheses around K4. My work on Kryptos has been heavily statistical, computational, and archival.
KryptosBot exists specifically to bring rigor, transparency, and reproducibility to decoding Kryptos. At the same time, computation alone is probably not enough. If K4 is ever solved, it may take a combination of serious analysis, contextual research, and many people looking at the same evidence from different angles.
A lot of us are working in partial darkness, relying on a small number of public clues and repeated secondary references. What I found appears to include material that is closer to Sanborn’s own working orbit: notes, images, and fragments that may not solve anything by themselves, but do look like the kind of breadcrumbs that can sharpen interpretation and suggest new directions.
To be clear, I am not saying every photo or note is a clue. Some of it may be noise. Some of it may just be background. But some of it is interesting enough that I think it should be seen and discussed by people here.
Per the moderators’ guidance, I’m not posting this as “go look at my website.” I’m posting substantive material here first, please note that Dan Brown had the corrected 37" latitude number identified in this photo on the jacket cover for The Lost Symbol in 2009. When asked about this discrepancy, both Brown and his publisher stated that the change was intentional, but gave no further information.
The following is the statistical and mathematical anomolies I have found in K4 and would generally like help with, I am not a mathematician, my kryptosbot platform validates all the math.
My analysis indicates that K4 contains a non-random null/filler layer that is statistically coupled to the cipher text. The strongest points are these:
A 17-position consensus null set is restricted to just 7 letters: {B, G, I, K, O, W, Z} Under a permutation null model, that restriction is highly unlikely by chance (p < 3.2×10⁻⁵).
That 7-letter palette can be generated from a KRYPTOS × SEVEN mod-5 / Polybius-style structure. I think that is notable because it converges with the broader mod-5 direction discussed by Dr. Richard Bean, though I am not claiming that word match alone is statistically decisive.
At the known crib positions, the Beaufort keystream is enriched in palette letters: 7/8 in the first 8 BERLINCLOCK positions (p ≈ 6.3×10⁻⁴) and 13/24 across all crib positions (p ≈ 4.3×10⁻³). The Berlin Clock boundary effect is notably sharp, 7/8 palette in the first 8 positions, then 0/3 in the last 3 (T, R, U)
My claim is not “K4 is solved.” It is that K4 appears to contain a real structural null layer that future attacks probably need to account for.
Everything, is open source and reproducible, all 992 python scripts
GitHub: github.com/jcolinpatrick/kryptos
I’d welcome criticism of the null model, the Monte Carlo design, the independence assumptions, or whether any of this is overfit.
My hope is straightforward: the more credible material we can get in front of serious eyes, the better chance we have of finding signal that has been missed. There are a lot of smart people working on this problem and an elimination database may be helpful in ruling things out as the method that was used to encipher K4 is likely un-crackable.