“Can an autonomous research loop find the secret of Kryptos K4?”

The Kryptos K4 ciphertext message

as carved, 97 letters; the 24 known places in accent
ECDMRIPFEIMEHNLSSTTRTVDOHW?OBKR
UOXOGHULBSOLIFBBWFLRVQQPRNGKSSO
TWTQSJQSSEKZZWATJKLUDIAWINFBNYP
VTTMZFPKWGDKZXTJCDIGKUHUAUEKCAR
the method goes hereone experiment, one way of turning the left into the right

The fully decrypted cleartext message

the 24 known letters must land here; the rest is read
ECDMRIPFEIMEHNLSSTTRTVDOHW?
EASTNORTHEAST
BER
LINCLOCK

“We believe so, but we have not yet found our champion.”

198experiments
0kept
19.7hours, all phases
1

What is Kryptos K4?

A sculpture in the courtyard of the CIA, its history since 1959, and the fourth of its four messages, the one nobody has read.

Kryptos is a sculpture by the artist Jim Sanborn, dedicated in 1990 in the courtyard of the CIA's headquarters in Langley, Virginia. Its centrepiece is a curved copper screen cut through with about 1,730 letters: four encrypted messages, K1 to K4, and the table of alphabets used to encrypt the first two.

K1, K2 and K3 were solved in the 1990s. K4, the last 97 letters, has never been publicly solved. Sanborn has confirmed only two stretches of its plaintext, EASTNORTHEAST and BERLINCLOCK. In 2025 the full plaintext turned up among his papers at the Smithsonian, but it has not been published, and the method that turns the 97 carved letters into that message is still unknown.

That method is what this loop is looking for.

1.1

In context: The history of the sculpture

The history of Kryptos, from the CIA's headquarters to today. The first three messages hang off 1999, when their solutions went public: carved letters in, readable English out, which is what solved looks like.

place and makingthe dedicationa message solveda clue from the creatorsthis loop
The building
November 3, 1959
November 3, 1959

A cornerstone at Langley

President Eisenhower lays the cornerstone of the CIA's headquarters in Langley, Virginia.

CIA, About the OHB Cornerstone

1961
1961

The Original Headquarters Building opens

The CIA's own pages give March 1961 for completion and the autumn of 1961 for staff moving in. Kryptos will stand in the courtyard between this building and the next.

CIA, Original Headquarters Building · CIA, Sites to See (PDF)

The commission
1988
1988

Art for the new building

A small part of the New Headquarters Building's cost is set aside for art. The CIA's Fine Arts Commission recommends the GSA's Art-in-Architecture programme, and the GSA forms a selection team led by the NEA.

CIA, About the Kryptos Sculpture

November 1988
November 1988

Jim Sanborn is chosen

A combined NEA and CIA panel picks the Washington sculptor for a $250,000 commission. He reads extensively on intelligence and cryptography.

CIA, About the Kryptos Sculpture

The making
1989
1989

Lessons from Ed Scheidt

Sanborn works for four months with Ed Scheidt, the retiring chairman of the CIA's Cryptographic Center, to devise the codes; Scheidt teaches him “matrix codes.”

CIA, About the Kryptos Sculpture · Washington Post, July 19, 1999

November 9, 1989
November 9, 1989

The Berlin Wall falls

Sanborn is at work on Kryptos the year the Wall falls. BERLIN and CLOCK will turn out to be in K4.

Wired, November 20, 2014

1989–90
1989–90

The text is enciphered on the road

Sanborn does the encryption on his own during a four-day drive trucking the petrified tree from Arizona. The whole project, by his count, took two and a half years.

Washington Post, July 19, 1999

The dedication
November 3, 1990
November 3, 1990

Kryptos is dedicated

Director William Webster receives the solution in a sealed envelope. “We like to be tested.” Other records give November 1 or 5, and the 1999 New York Times October.

CIA, About the Kryptos Sculpture · CIA, Sites to See (PDF)

March 1991
March 1991

The New Headquarters Building is finished

The building behind the sculpture is completed.

CIA, Sites to See (PDF)

The first solutions
November 1992
November 1992

The NSA solves K1, K2 and K3, quietly

A task force breaks the first three messages within two days, spends one more on K4 and stops. The NSA says so publicly only in June 1999, after Gillogly; the team's names come out in March 2000.

NSA, staff processing form Z-054-98 (PDF) · NSA FOIA releases, CIA Kryptos Sculpture

February–March 1998
February–March 1998

David Stein solves them by hand

A CIA analyst breaks K2 with pencil and paper on February 21, 1998, and presents K1 to K3 to a packed headquarters auditorium on March 20.

Stein, Cracking the Courtyard Crypto (CIA) · CIA Intellipedia, archived

June 1999
June 1999

Jim Gillogly solves them by computer, and the solutions go public

Gillogly announces his solution on June 16; the New York Times reports Stein's earlier one the same day. The three messages, as carved and as read:

New York Times, June 16, 1999 · Gillogly's post, June 16, 1999

K1 solved

in: K1 as carved

63 letters, 2 lines of the copper
EMUFPHZLRFAXYUSDJKZLDKRNSHGNFIVJ
YQTQUXQBQVYUVLLTREVJYQTMKYRDMFD

How. Keyed Vigenère on the sculpture's own table, key word PALIMPSEST. Each letter stays in its place; the table changes it.

out: K1 solved

the message, readable English; each word boxed
BETWEENSUBTLESHADINGANDTHEABSENC
EOFLIGHTLIESTHENUANCEOFIQLUSION

Who. Solved by David Stein (1998) and Jim Gillogly (1999), and by the NSA in 1992. The misspelling IQLUSION is Sanborn's own.

how it was solved

  1. The table carved on the sculpture's right half gives the alphabet: KRYPTOSABCDEFGHIJLMNQUVWXZ, each row shifted one place further.
  2. Letter counts in the carved text rise and fall with a short period, the mark of a repeating key word. Its length came from the statistics; K2's 372 letters made that easy, and the same table opened K1.
  3. Each letter is then undone by hand: find the carved letter's place in the KRYPTOS alphabet, take away the key letter's place, and read the letter at the difference.
carved
EMUFPHZLRFAXYU
key: PALIMPSEST, repeated
PALIMPSESTPALI
message
BETWEENSUBTLES

First letter: E is 11 in the KRYPTOS alphabet, key P is 3; 11 take away 3 is 8, which is B.

K2 solved

in: K2 as carved

372 letters, 12 lines of the copper
VFPJUDEEHZWETZYVGWHKKQETGFQJNCE
GGWHKK?DQMCPFQZDQMMIAGPFXHQRLG
TIMVMZJANQLVKQEDAGDVFRPJUNGEUNA
QZGZLECGYUXUEENJTBJLBQCRTBJDFHRR
YIZETKZEMVDUFKSJHKFWHKUWQLSZFTI
HHDDDUVH?DWKBFUFPWNTDFIYCUQZERE
EVLDKFEZMOQQJLTTUGSYQPFEUNLAVIDX
FLGGTEZ?FKZBSFDQVGOGIPUFXHHDRKF
FHQNTGPUAECNUVPDJMQCLQUMUNEDFQ
ELZZVRRGKFFVOEEXBDMVPNFQXEZLGRE
DNQFMPNZGLFLPMRJQYALMGNUVPDXVKP
DQUMEBEDMHDAFMJGZNUPLGEWJLLAETG

How. The same table, key word ABSCISSA. The question marks are carved and stay where they are.

out: K2 solved

the message, readable English; each word boxed
ITWASTOTALLYINVISIBLEHOWSTHATPO
SSIBLE?THEYUSEDTHEEARTHSMAGNET
ICFIELDXTHEINFORMATIONWASGATHER
EDANDTRANSMITTEDUNDERGRUUNDTOANU
NKNOWNLOCATIONXDOESLANGLEYKNOWA
BOUTTHIS?THEYSHOULDITSBURIEDOUT
THERESOMEWHEREXWHOKNOWSTHEEXACTL
OCATION?ONLYWWTHISWASHISLASTMES
SAGEXTHIRTYEIGHTDEGREESFIFTYSE
VENMINUTESSIXPOINTFIVESECONDSNO
RTHSEVENTYSEVENDEGREESEIGHTMINU
TESFORTYFOURSECONDSWESTIDBYROWS

Who. Same solvers. UNDERGRUUND is carved that way; in 2006 Sanborn said one letter was left out, which changes the last words to LAYER TWO.

how it was solved

  1. The table carved on the sculpture's right half gives the alphabet: KRYPTOSABCDEFGHIJLMNQUVWXZ, each row shifted one place further.
  2. The same table and the same kind of key as K1, with a different key word; the longer text makes the key word's length plain from the letter statistics.
  3. Each letter is then undone by hand: find the carved letter's place in the KRYPTOS alphabet, take away the key letter's place, and read the letter at the difference.
  4. The question marks are carved and left alone; X marks the end of a sentence. In 2006 Sanborn said a letter was left out of the carving near the end, which turns ID BY ROWS into LAYER TWO.
carved
VFPJUDEEHZWETZ
key: ABSCISSA, repeated
ABSCISSAABSCIS
message
ITWASTOTALLYIN

First letter: V is 22 in the KRYPTOS alphabet, key A is 7; 22 take away 7 is 15, which is I.

K3 solved

in: K3 as carved

337 letters, 11 lines of the copper
ENDYAHROHNLSRHEOCPTEOIBIDYSHNAIA
CHTNREYULDSLLSLLNOHSNOSMRWXMNE
TPRNGATIHNRARPESLNNELEBLPIIACAE
WMTWNDITEENRAHCTENEUDRETNHAEOE
TFOLSEDTIWENHAEIOYTEYQHEENCTAYCR
EIFTBRSPAMHHEWENATAMATEGYEERLB
TEEFOASFIOTUETUAEOTOARMAEERTNRTI
BSEDDNIAAHTTMSTEWPIEROAGRIEWFEB
AECTDDHILCEIHSITEGOEAOSDDRYDLORIT
RKLMLEHAGTDHARDPNEOHMGFMFEUHE
ECDMRIPFEIMEHNLSSTTRTVDOHW?

How. No table: the letters are moved, not changed. Written in a grid, turned, and read off in columns; the solution is laid out here in the copper's line shape, not letter for letter.

out: K3 solved

the message, readable English; each word boxed
SLOWLYDESPARATLYSLOWLYTHEREMAINS
OFPASSAGEDEBRISTHATENCUMBEREDT
HELOWERPARTOFTHEDOORWAYWASREMOV
EDWITHTREMBLINGHANDSIMADEATINY
BREACHINTHEUPPERLEFTHANDCORNERAN
DTHENWIDENINGTHEHOLEALITTLEIIN
SERTEDTHECANDLEANDPEEREDINTHEHOT
AIRESCAPINGFROMTHECHAMBERCAUSED
THEFLAMETOFLICKERBUTPRESENTLYDETA
ILSOFTHEROOMWITHINEMERGEDFROM
THEMISTXCANYOUSEEANYTHINGQ?

Who. Same solvers. It quotes Howard Carter opening Tutankhamun's tomb; DESPARATLY is Sanborn's.

how it was solved

  1. The letter counts are those of ordinary English, so no letter was changed: they were only moved. That makes K3 a transposition.
  2. Sanborn wrote the message into a grid, turned it a quarter turn, wrote it into a grid of another width, and turned it again, then carved the result.
  3. The two turns come to a simple rule: each letter of the message is the carved letter 192 places on from the last, counting round the 337 letters and starting at place 192.
carved place
192472399428614133318843235
carved letter
SLOWLYDESP
message
SLOWLYDESP

Start at place 192, then count 192 on each time: 192, 47, 239, ... wrapping past 337. The letters read SLOWLYDESP.

April 26, 1999
April 26, 1999

The compound becomes the George Bush Center for Intelligence

Named by Act of Congress in October 1998 for George H. W. Bush, director of the CIA in 1976–77, and dedicated in April 1999.

Public Law 105-272, §309 · CIA, archived by NARA

Clues from the creators
January 2005
January 2005

Matrix codes, masking, instructions in the earlier text

In interviews Sanborn says he used “some matrix codes Ed gave me” and “left instructions in the earlier text that refer to later text”; Scheidt says he “masked the English language.”

Wired, January 20, 2005 · Scheidt Q&A, mirrored

April 2006
April 2006

A letter left out of K2

Sanborn says he left a letter out of K2: what was read as ID BY ROWS should read X LAYER TWO.

Wired, April 20, 2006

November 2010
November 2010

BERLIN

Letters 64–69 of K4, NYPVTT, read BERLIN.

New York Times, November 20, 2010

November 2014
November 2014

CLOCK

Letters 70–74 read CLOCK, on the 25th anniversary of the Wall's fall; the Berlin clock is named.

New York Times, November 20, 2014 · Wired, November 20, 2014

January 2020
January 2020

NORTHEAST

Letters 26–34 read NORTHEAST; the phrase is “in itself a riddle.”

New York Times, January 29, 2020 · NPR, January 29, 2020

August 2020
August 2020

EAST

Letters 22–25 read EAST, completing EASTNORTHEAST. Sanborn had sent it privately since April; it became public on August 24.

John Schwartz (NYT), August 24, 2020 · Schmeh, Klausis Krypto Kolumne

Endgame
August 2025
August 2025

The solution goes to auction

Sanborn announces he will sell the K4 solution at an auction timed to his 80th birthday.

Washington Post, August 14, 2025 · Sanborn's open letter

September 2025
September 2025

The plaintext is found in an archive

Two journalists find K4's plaintext on scraps of paper among Sanborn's papers at the Smithsonian's Archives of American Art and tell him; they do not publish it. The method is still unknown.

Smithsonian, Office of the Secretary · Scientific American, October 16, 2025

November 2025
November 2025

The World Clock, Egypt and the Wall

On November 12, in an open letter and at the International Spy Museum, Sanborn names his 1986 Egypt trip, the 1989 fall of the Wall and the World Clock in Berlin as part of K4. On November 20 the archive sells for $962,500.

Scientific American, November 12, 2025 · RR Auction, November 21, 2025

October 2026
October 2026

This loop starts

An autoresearch loop sets out to find the method from the record alone.

1.2

The fourth message, as the loop sees it

In: the 97 carved letters of K4, laid out as on the copper. Out: what every candidate must produce.

in: the copper, always the same

as carved, 97 letters; the 24 known places in accent
ECDMRIPFEIMEHNLSSTTRTVDOHW?OBKR
UOXOGHULBSOLIFBBWFLRVQQPRNGKSSO
TWTQSJQSSEKZZWATJKLUDIAWINFBNYP
VTTMZFPKWGDKZXTJCDIGKUHUAUEKCAR

OBKR ends the line that finishes K3, then three lines of 31

out: a reading of the same 97 places

the 24 known letters must land here; the rest is read
ECDMRIPFEIMEHNLSSTTRTVDOHW?
EASTNORTHEAST
BER
LINCLOCK

checked: the known letters in place, and the reading turns back into the copper

scored: the loss, zero is solved

The 24 known letters

Jim Sanborn has confirmed two stretches of the hidden message: EASTNORTHEAST at positions 22 to 34 and BERLINCLOCK at 64 to 74, in accent in the panels. They are the only hard facts about the message, and every experiment leans on them.

What the loss counts

A candidate is a full 97-letter reading of the panel. It pays ten points for each known letter it gets wrong, then a little for how far the other 73 letters sit from English, then a charge for a secret word too long to remember. Zero would be solved.

The line at ten

Above it, at least one known letter is wrong. Below it, all 24 are right and only the English of the rest and the length of the key remain. A dot below the line is not a solution until the text reads as English and the key is one a person could remember.

2

Where do you go from here?

Two ways to follow the work as it goes.

The experiments →

Every experiment so far, 198 of them, placed by what it found against scrambled copies of the carved text, updated as each new one lands.

The lineage →

How each experiment built on an earlier one, family by family, in the order they ran.

Rendered from the record on 2026-10-18 12:26 UTC; updated after every experiment.
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