A bridge from the Ancient Wisdom Atlas to the desk of the analyst, the therapist, and the student of depth psychology. Jung built his framework from examples; the Atlas was built to measure — across 338 public-domain texts from 106 traditions (39.4M words), distilled into 52,626 evidence-anchored extraction records, with preregistered tests, permutation nulls, and every claim traceable to a quoted line. Several of Jung's central intuitions can now be checked against that corpus. Some survive. Some survive only in a corrected form. One is cleanly refuted, and one cannot be tested at all — and saying which is which is the whole point of this document.
The honest caveat up front, and it is the load-bearing one. The Atlas measures texts, not psyches. Every result below is a fact about what the world's recorded mythologies say — how their story-patterns cluster, recur, and co-travel — not a fact about the structure of any mind, living or ancestral. The strongest result here (the crown) shows that peoples with no historical contact independently built the same web of story-families. That is consistent with a collective unconscious. It is equally consistent with deep common inheritance (all storytellers descend from the same small founding population), with convergent cultural evolution under shared human bodies, ecologies, and social problems, and with mixtures of these. A conserved motif-family web is not proof of a collective unconscious; no test in this corpus can separate "shared psychic substrate" from "shared history plus shared constraints." What the evidence can carry is the form-level claim: the patterns Jung said were universal either are, or are not, and now we can say which. Verdicts used below: SUPPORTED-IN-FORM (the pattern recurs as claimed, mechanism left open), CORRECTED (real, but not as Jung stated it), REFUTED, UNTESTABLE-AS-STATED.
1. The collective unconscious (das kollektive Unbewusste)
Jung's claim. Beneath personal experience lies a shared, inherited layer of the psyche, common to all humanity, which expresses itself in the recurring symbols of myth — so the mythologies of unconnected peoples should be built from the same elements, in the same relations.
What the Atlas measured. The crown experiment
(data/indexes/crown-independent-taxonomy.yml, preregistered in
docs/prereg-crown-independent-taxonomy.md): the corpus was split into
isolated lineages (Americas, Australia, Arctic, Khoisan — 7,709 records,
40,883 motif labels) and the connected Old World (41,236 records, 207,634
labels). Each pile's taxonomy was built blind, by KMeans, never
referencing the other. At the primary k=64, the two independently-built
co-occurrence webs align at cosine 0.8213 and reproduce each other's edge
structure at 0.525 against a permutation null of 0.365 ± 0.014 — beating
all 500 of 500 permutations (p = 0.002). The webs also share topology
(clustering 0.576 vs 0.584; degree distributions statistically
indistinguishable, KS p = 0.418), and 24 specific cross-world bonds match.
Verdict recorded in the index: STRONG.
Verdict: SUPPORTED-IN-FORM. Unconnected humanity demonstrably shares a story-grammar — not just the same elements but the same web of relations among them, beyond chance. That is the empirical content of Jung's claim, and it held under the strictest test the Atlas can run. What is not supported is the mechanism: nothing here distinguishes an inherited psychic stratum from deep common ancestry or convergent invention. Read it as: the phenomenon Jung pointed at is real; his explanation of it remains one hypothesis among several.
Ancient evidence — the same bond, drawn twice by strangers (death-restoration binding to the afterlife road is one of the 24 matched cross-world bonds):
- Tlingit (Northwest Coast, isolated): "Then he put the bones of each of his brothers together, rubbed red paint on them, and shook his rattle over them, and they came to life" (L1404–1406). Tlingit Myths and Texts.
- Egyptian (connected): the priest assures the dead, "Thy bones are gathered together for thee, thy members are prepared for thee... The tomb is opened for thee, the coffin is broken open for thee" (L2162–2165). Development of Religion and Thought in Ancient Egypt.
For the consulting room: when a patient's dream or active imagination produces material with no biographical source, it is empirically respectable to say the pattern is pan-human — and empirically careless to present that as proof of a transpersonal mind. The honest framing ("humans everywhere, independently, have built this image-web") loses nothing clinically and overclaims nothing.
2. Archetypes — fixed primordial images?
Jung's claim. The collective unconscious is organized into archetypes. Jung himself oscillated between two readings: the archetype as such (an empty formal disposition) and the archetypal image (the mother, the wise old man, the serpent — recurring contents). Popular Jungianism mostly inherited the second: universal images.
What the Atlas measured. What actually recurs is almost never the image
and almost always the family. Of the corpus's raw motif labels — the
specific image as one text states it — 98–99% are singletons, said once,
in one book (in the canonical index, 89,449 of 120,114 indexed raw motifs
remain unmapped, and 88,194 of those occur exactly once). Universality lives
one level up, in the 44 curated motif families (taxonomy/motifs.yml;
65 canonical groups in the working normalization layer), where the reach is
enormous: Death-Rebirth-and-Transformation appears in 97 of 97 tradition
groups (8,501 records), Sacred Knowledge in 97, the Hero's Journey in 97,
Initiation in 95. The Atlas's own discipline reflects this: universality
claims are only made at family level, never at raw-motif level.
Verdict: CORRECTED. The archetype survives — as a family of variants, not a fixed image. "Raven steals daylight from a box" exists once, in one tradition; theft of the withheld sacred exists nearly everywhere. This is, notably, closer to Jung's own stricter formulation (the archetype-as-such as an empty form that each culture fills) than to the archetypal-image Jungianism built on top of it. The data refutes the fixed image and supports the abstract form.
Ancient evidence (one local mask of a near-universal family — Tlingit, isolated): "At this Raven opened his box just a little and shed so great a light on them that they were nearly thrown down"; then he "opened the box completely, when the sun flew up into the sky" (L565–566, L568–569). Tlingit Myths and Texts.
For the consulting room: expect the family, not the image. A patient's "shadow figure" need not look like anything in Jung's illustrations — the data says the surface content is almost always idiosyncratic (singleton), while the structural role recurs. Amplification is on firmest ground when it connects at the level of what the figure does, not what it looks like.
3. The quaternity
Jung's claim. Four is the natural form of wholeness — quaternity structures (four functions, mandala quadration, 3+1 completing to 4) express the Self, and the fourfold is a universal ordering schema of the psyche.
What the Atlas measured. The sacred-numbers study
(data/indexes/number-patterns.yml, docs/finding-sacred-numbers.md;
319,420 spelled number mentions after fourteen deterministic noise filters,
prominence measured against roundness-matched peers). The fourfold is
real — and local. The isolated world (Americas, Australia, Arctic,
Khoisan) elevates 4 at roundness-matched prominence 2.20 versus the
connected world's 0.88 — the four directions, the four winds. Four beats
three outright in 9 of 26 isolated traditions (Navajo 326:88, Hopi
245:97, Zuni 77:20) but in only 5 of 70 connected ones. The connected Old
World's signature is instead 3 (1.36 vs iso 0.68), 7 (2.13 vs 1.27),
and 9 (1.43 vs 0.76); seven is elevated in 49/70 connected traditions
but only 9/26 isolated ones.
Verdict: CORRECTED. The quaternity is a genuine deep ordering schema —
of one of the world's two independent mythological hemispheres. It is the
signature of the isolated Americas-Australia-Arctic mind-world, not of
everyone: the civilizations Jung actually drew his comparative material from
(the connected Eurasian braid) run on 3, 7, and 9. Jung was right that the
fourfold is somebody's signature of wholeness; wrong that it is the psyche's
universal one. See letters/the-numbers-refused-to-be-universal.md.
Ancient evidence (Navajo, isolated): on the last night of the great night chant, "four singers, after long and careful instruction by the priest, come forth painted, adorned, and masked as gods to sing this song" (L788–790). Navaho Legends.
For the consulting room: treat quaternity symbolism as a cultural dialect, not a diagnostic constant. A patient's mandala completing to four is meaningful within the symbolic language they inherit; its absence — or a triadic or sevenfold organization instead — is not a defect of individuation. The data says wholeness has more than one grammar.
4. Number archetypes — and Pauli's 137
Jung's claim. Natural numbers are archetypes — "archetypes of order which have become conscious" — so the same small numbers should carry sacred charge in every mythology; with Pauli he pursued 137, the fine- structure constant, as a possible bridge between psyche and matter.
What the Atlas measured. The full test: do isolated and connected traditions elevate the same numbers? No — they diverge more than chance allows. On the roundness-matched metric the real iso/con split agrees less than random splits of the same traditions (ρ = 0.616 vs null 0.736 ± 0.048, p_deficit = 0.016): the maximally culture-separated split is the maximally number-divergent one. There is no universal table of sacred numbers. The one number both worlds elevate is 12 (iso 2.96, con 3.44; elevated in 97 of 106 traditions) — and the isolated-world twelves are calendrical: twelve-ish lunations per solar year, independently observed astronomy, not archetype. And 137 never occurs as a symbolic number in 39.4 million words — its only genuine narrative appearances are three biblical patriarch lifespans and one Buddhist chronological note; it never appears at all in any isolated tradition. Even famous 40 collapses under the roundness control (local prominence 27.8×, roundness-matched 1.04 — an ordinary decade whose fame is Abrahamic, not universal).
Verdict: REFUTED (as a claim about universal sacred numbers; the
translation-artifact caveat in docs/finding-sacred-numbers.md applies to
individual absolute prominences, but the divergence result is conservative
against it). Where humanity does agree on a number, the author is the sky,
not the psyche.
Ancient evidence — 137 as mere lifespan, 12 as the moon's:
- Biblical (connected): "These are the years of the life of Ishmael: one hundred thirty-seven years" (L1557). Genesis, World English Bible.
- Cree (Northeast Woodlands, isolated): "The Cree year is divided into eight seasons and twelve months, or moons" (L2439). Notes on the Eastern Cree and Northern Saulteaux.
For the consulting room: a patient's charged number deserves personal and cultural amplification, not an appeal to universal number-archetypes — the universality claim is the one part of the theory that measurement killed. If a number recurs in their material, ask what their tradition and biography count with it; the corpus says that is where the charge lives.
5. The trickster — Jung's shadow of order
Jung's claim. In his commentary on Radin, Jung read the trickster as an archetypal figure — a collective shadow, a "psychologem," the same primordial character (Coyote, Raven, Hermes, Loki) surfacing everywhere.
What the Atlas measured. Present almost everywhere: the trickster family
spans 92 of the 97 tradition groups in the canonical motif index (4,886
records; the letter's tally, 94 of 106 traditions, nearly five thousand
appearances). His strongest ordinary-web bond is with sacred knowledge — the
thief of fire — across 41 traditions, 800+ co-occurrences. But in the crown,
the blind cross-world test, he holds only 2 of the 24 matched bonds, and
both are the same act: "trickster obtains food by deception" and the
crafty acquisition of what force cannot take. His characters never
converge — the masks (spider, raven, coyote, the god at the crossroads) stay
stubbornly local, and none of his figure-level pairings reproduce across the
divide. See letters/the-trickster-refused-our-net.md.
Verdict: CORRECTED. The trickster is not universal as a figure — no shared image, no stable companions, exactly what a fixed-archetype reading predicts and does not find. He is universal as an act: obtaining by cunning, at a boundary, what cannot be taken by strength. Strip the costume and every unconnected people independently arrives at theft-at-the- threshold. Jung's functional intuition (the necessary violator of order) survives; the character-archetype does not.
Ancient evidence (Tlingit, isolated — the act itself): caught in the grease box, "Raven, however, called out, 'My brother, do not tie me up with a strong rope, but take a straw such as our forefathers used to employ.' He did so. Then Raven drank up all the grease in the box" (L1130–1132). Tlingit Myths and Texts.
For the consulting room: look for trickster behavior, not a trickster figure. The data says the invariant is the maneuver — rule-evasion in the service of a real hunger, at a real boundary — and that its costume will be cut from the patient's own cloth. A patient's "trickster energy" is better tracked by asking what is being smuggled past which guard than by pattern- matching to Coyote tales.
6. The Self and the unio mystica
Jung's claim. The Self is the psyche's totality and telos; the mystical union — dissolution of the ego in a greater whole — is its paradigmatic direct experience, and its symbolism recurs across traditions and in modern individuals alike.
What the Atlas measured. Two independent results. (a) In the ancient
corpus alone, the Mystical Quest family spans 88 of 97 tradition groups
(9,723 records), and the crown's very first matched bond pairs the isolated
world's shamanic initiation through illness and recovery with the
connected world's mystical discipline toward emancipation / union with the
divine and dissolution of distinctions — the two hemispheres' technologies
of self-transcendence cluster as structural counterparts. (b) The
consciousness-bridge comparison
(data/indexes/cross-corpus-taxonomy-comparison.yml): 28 phenomenological
families were derived bottom-up from a small, strictly separate corpus
of 12 modern experiential texts (NDE, contemplative, psychedelic), blind to
the ancient taxonomy. Laid side by side, 12 of 28 map strong and 10
moderate onto ancient families, and the strongest convergences are
precisely Jung's territory: luminous presence, dissolution of self,
death-rebirth struggle, threshold-and-return, transformation of values.
Verdict: SUPPORTED-IN-FORM — explicitly preliminary. The convergence is real and was not designed in (neither taxonomy was built to fit the other), but the experiential corpus is 12 texts and the mapping is a post-hoc human reading. What it carries: the structure of self-dissolution reported by modern experiencers is the same structure the world's oldest texts narrativize. What it does not carry: any claim about what the Self is, or that the experience is veridical.
Ancient evidence (Hindu, connected — Mundaka Upanishad): "As the flowing rivers disappear in the sea, losing their name and their form, thus a wise man, freed from name and form, goes to the divine Person, who is greater than the great" (L3674–3677). The Upanishads, Part II (Müller).
For the consulting room: when a patient reports an ego-dissolution experience — in meditation, near death, or otherwise — both the world's oldest literature and its newest first-person reports treat the form as central, recurrent, and not in itself pathological. That is a citable, measured fact. Its interpretation — Self, neurology, grace — is not the data's to give, and the clinical work is in the integration either way.
7. The descent to the underworld (nekyia)
Jung's claim. The nekyia — the ego's descent into the underworld of the unconscious, its ordeal there, and the return — is a universal pattern, and the psychological template of every deep transformation (his own Red Book period included).
What the Atlas measured. Descent-and-Underworld-Journey spans 76 of 97 tradition groups (1,146 records); its sibling families are wider still — Afterlife Navigation and Passage in 87 of 97 (4,338 records), Death-Rebirth-and-Transformation in all 97 (8,501 records, tied for the widest reach in the corpus). And the descent is crown-hard: among the 24 cross-world bonds, the isolated world's death followed by bodily restoration + afterlife journey across a world-edge abyss is matched by the connected world's death as rebirth + afterlife passage through guarded thresholds (iso weight 1.244, con 0.839) — both hemispheres independently bound the death-and-restoration idea to a mapped, guarded road through the below.
Verdict: SUPPORTED-IN-FORM. Of all Jung's structural claims, this one measures best: the descent-ordeal-return arc, with its guarded threshold, is pan-human at family level and reproduces across the isolated/connected divide. (The corpus also preserves the pattern's dark honesty: the near-universal failed retrieval — Orpheus in Rome, the empty box in Cherokee country — the descent that does not give back what was lost.)
Ancient evidence (Cherokee, Southeast — isolated): the seven men carry the Sun's daughter home from the Ghost country in a box they must not open; they lift the lid, and "when they got there and opened the box it was empty" — "now when they die we can never bring them back" (L12154, L12159–12160). Myths of the Cherokee.
For the consulting room: the nekyia frame for a depressive or disintegrative episode has real comparative footing — descent with ordeal, threshold, and return is how the species has always narrated this passage. But honor the corpus's whole finding: the traditions also insist that some retrievals fail. Framing every descent as guaranteed-return is not the ancient pattern; accompanying the descent, and grieving what the box does not bring back, is.
8. Synchronicity
Jung's claim. An acausal connecting principle: meaningful coincidences between inner state and outer event, connected by meaning rather than cause, pointing (with Pauli) to a psychoid level where psyche and matter meet.
What the Atlas measured. Nothing — and the honest entry says so. The
Atlas is a corpus of texts; it contains no event-pairs, no base rates of
coincidence, no way to distinguish an acausal connection from selective
narration. Verdict: UNTESTABLE-AS-STATED in this corpus (and the one
adjacent number-claim that was testable — 137 as psyche-matter bridge —
failed; see entry 4). What the Atlas can measure is the human instinct
synchronicity is built from: reading outer events as meaning-bearing signs.
In the astral survey (data/indexes/astral-lore.yml; 40,004 celestial
passages, 103 traditions synthesized), sky-omen reading appears in 62
traditions — 15 isolated, 47 connected: comets, meteors, and eclipses read
as deaths, wars, and warnings on both sides of every ocean. But its
systematization — the zodiac, the horoscope, fate calculated from the sky
— was invented once, on the connected Babylon→Greece→India→China corridor,
and never independently recurs (docs/finding-astral-lore.md).
Verdict: UNTESTABLE-AS-STATED. The pan-human floor is real: humans everywhere, independently, treat the world as legible for meaning. Whether any coincidence is acausally connected is a question no text corpus can answer, and this toolkit will not pretend otherwise.
Ancient evidence (Euahlayi, Australia — isolated): "Meteors always mean death; should a trail follow them, the dead person has left a large family" (L4281–4282). The Euahlayi Tribe.
For the consulting room: a patient's synchronicity experience sits on a measurable universal — the meaning-reading instinct — and clinical work with the meaning needs no verdict on the metaphysics. The data licenses "humans have always read events this way, and what you read in it matters"; it does not license "the universe arranged this." Keeping those separate is not skepticism; it is the same discipline the isolated traditions kept, who read the sky for omens yet never once built a horoscope.
9. The Great Mother and the Divine Child
Jung's claim. The mother archetype and the divine child (the puer, the miraculous birth heralding renewal) are among the primary archetypal images, universal across mythologies (Jung & Kerényi, Essays on a Science of Mythology).
What the Atlas measured. The two halves of the claim measure very differently. Miraculous Child and Sacred Birth spans 92 of 97 tradition groups (8,340 records) — near the ceiling, in the same reach-class as the trickster. Sacred Feminine and Mother Goddess spans 50 of 97 (809 records) — half the map, one seventeenth the record depth of death-and-transformation. The wondrous child is close to pan-human; a goddess-figured Great Mother, as a named mythological presence, is a strong regional pattern rather than a universal. (Neither family has an experiential-corpus counterpart; both are narrative archetypes, which is consistent with the cross-corpus finding that character archetypes are what first-person experience does not reproduce.)
Verdict: SUPPORTED-IN-FORM for the child; CORRECTED for the mother. The divine-child pattern recurs at near-universal reach. The Great Mother, as image, is real but regional — which again favors Jung's form-level reading over his image-level one: mothering, birth, and origin are everywhere, but the personified goddess is one cultural crystallization of them, not the recurring unit itself.
Ancient evidence (Blackfoot, Plains — isolated; the child who arrives from nowhere to overturn the order): "When the pot began to boil, the old woman heard a child crying. She looked all around, but saw nothing. Then she heard it again. This time it seemed to be in the pot. She looked in quickly, and saw a boy baby" (L2865–2869) — Blood-Clot, born of a buffalo's blood, who grows in days and frees the oppressed household. Mythology of the Blackfoot Indians.
For the consulting room: child imagery — the new, endangered, wondrous thing demanding protection — has near-universal comparative standing and deserves the weight Jung gave it. Mother imagery should be read with more cultural care than the classical Jungian literature suggests: where the patient's tradition never personified a Great Mother, forcing the goddess frame imports an image the pattern-data does not make universal.
What survived, in one paragraph
Jung's forms did strikingly well: the shared story-grammar of unconnected peoples (crown, p = 0.002), the descent-and-return, the death-rebirth arc, the dissolution of self, the divine child, the trickster's act. His images did poorly: no fixed archetypal pictures (99% of raw motifs are singletons), no universal quaternity, no universal Great Mother, no universal trickster figure, no sacred numbers at all. The pattern in the pattern: wherever Jung claimed an abstract structure, measurement tends to find it; wherever he (or his popularizers) claimed a specific content, measurement finds local dialects. And on mechanism — the collective unconscious as inherited psychic stratum, synchronicity as acausal principle — the corpus is, and will remain, silent. That silence is not a verdict. It is the boundary of what texts can carry.
Data sources: data/indexes/crown-independent-taxonomy.yml (k=64 blind
taxonomies, matched bonds, permutation statistics),
data/indexes/canonical-motif-frequency.yml (65 canonical motif families,
284,307 indexed occurrences across 97 tradition groups),
data/indexes/number-patterns.yml and docs/finding-sacred-numbers.md
(sacred-numbers study, seed 137, 1000-permutation nulls),
data/indexes/astral-lore.yml (40,004 celestial passages, 103 traditions),
data/indexes/cross-corpus-taxonomy-comparison.yml (experiential ↔ ancient
mapping), taxonomy/motifs.yml and ARCHITECTURE.md (family layers,
singleton structure), and the letters
the-numbers-refused-to-be-universal.md,
the-trickster-refused-our-net.md, and the-sky-we-all-read.md. All quotes
are from public-domain texts in texts/public-domain/; line references
(Lnnn) point into the repository markdown sources, with OCR spacing
normalized. Assembled from the Atlas's indexes and evidence records by
Claude (Anthropic); every quote verified verbatim against source lines.
2026-07-21.