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SequenceDollar-debasement astrological sequence, the qibla precedent, and master timing table 2025-2040

The operational mechanism page of The Compelled Correction extension. Five astrological phases dating the dollar-architecture dissolution across 2025-2030. The 624 CE qibla change as the canonical historical precedent for substrate-redirection — anchored in Hebrew prophetic tradition's own internal naming of the same mechanism so the cross-tradition convergence is recognized, not framed as supersession. Master timing table 2025-2040 organizing the cycle-events into a single reference. Every dated prediction is a working forecast explicitly time-stamped and revisable as data accumulates; the underlying structural principles (substrate-redirection, hoarder-to-circulator, cycle-pivot turbulence) are framework claims the discipline holds at canonical depth.

~20 min read~5,000 wordsWorking draft 18 May 2026
Predictive layer disclaimer. Dated predictions on this page are working framework forecasts grounded in Vedic astrological technique (Saturn ingress dates, eclipse pairs, debilitation windows, sign-lord conditions) applied to currency-architecture and geopolitical questions. The astrological inputs are precisely calculable. The mapping from astrological condition to specific civilizational outcome is the framework's working reading, not finished canon. Read every dated forecast as a falsifiable, time-stamped working hypothesis. The structural principles the predictions illustrate — substrate-redirection, hoarder-to-circulator, cycle-pivot turbulence at sign-lord boundaries — are framework claims held at canonical depth; the specific dated mappings are revisable as data accumulates.

The hub page developed the principle: cosmological cashflow follows receptivity, hoarding generates its own redistribution event, the cycle-mechanism produces exactly the test-conditions the ego-formation requires to break. This page maps the principle onto specific astrological phases. Saturn-in-Pisces (2025-2027) is dissolving the dollar's reserve substrate; the 624 CE qibla change is the canonical historical precedent the framework reads structurally; September 2026 carries the eclipse-pair inflection; Saturn-debilitated-in-Aries (2027-2030) is enforcement-failure window; April 2030 Saturn-into-Taurus is transfer-crystallization. The master table at the bottom organizes the whole sequence 2025-2040 in one place.

I. The Dollar-Debasement Astrological Sequence

The dollar's role as the planet's reserve currency was crystallized at Bretton Woods 1944 and operationally entrenched after 1971 when Nixon detached the dollar from gold. From the framework's reading, the post-1971 architecture is the most pure expression of Fire-Trigon-coded substrate at the planetary financial layer: pure-credit money, infinitely-issuable, backed only by the issuing polity's military-political projection. That polity is exactly the karmic compression chamber the hub page named. When the polity enters its scaffolding-removal phase, the currency-architecture is structurally one of the first things to come apart.

Vedic astrology gives the timing in precise increments. Saturn (Shani) is the planet of structural enforcement, time-pressure, dissolving-of-what-cannot-hold-its-form. Saturn does not produce arbitrary destruction; it produces the dissolution of structures that have outlived their structural integrity. The framework reads the Saturn transit through Pisces (Meena, 2025-2027), then debilitated through Aries (Mesha, 2027-2030), then into Taurus (Vrishabha, 2030-2032), as the precise sequence dating the dollar-architecture dissolution and the successor architecture's crystallization.

The framework's reading of Saturn-in-Pisces dissolving the dollar's reserve function is one structural reading among several available. Heterodox political economy schools (post-Keynesian, MMT, dollar-hegemony skepticism associated with Hudson, Henwood, the Phenomenal World analytical tradition) read the same period in non-astrological vocabulary and reach overlapping but not identical conclusions. The framework's reading is not a substitute for conventional economic analysis; it is a cycle-mechanical reading at a different epistemic register. Both readings can be useful; the framework does not claim privileged access to the economic question.

The five phases

Phase 1 · Pisces dissolution

Saturn in Pisces · 29 March 2025 – 27 March 2027

Saturn enters Meena (Pisces) on 29 March 2025 and remains there until 27 March 2027. Pisces is the dissolution sign — the place where what was held in form returns to formlessness. Saturn's enforcement in Pisces is the structural pressure on substrates that have over-extended their form. The dollar's reserve function is precisely such an over-extended form. Issued without commodity backing since 1971, projected by military force, sustained by petrodollar arrangements and central-bank reserve diversification choices, the architecture has functioned for ~54 years on the strength of trust-in-the-issuer rather than on intrinsic substrate value.

Saturn-in-Pisces operates against that trust-architecture. The framework reads the 2025-2027 window as the public-recognition phase of the dissolution — the period when central banks, sovereign actors, and global market participants begin treating the dollar as one reserve option among several rather than as the default. Gold accumulation by central banks accelerates; BRICS-related settlement architectures consolidate; dollar's percentage share of global reserves erodes from the ~58% it held in early 2025 toward levels that historical reserve currencies have held during their dissolution phases (~40-45%).

This is not collapse. It is the loss of reserve-currency monopoly status, not the disappearance of the dollar. The dollar continues to function as one major currency among several. What ends is the privilege the unilateral-reserve status conferred — the ability to import without exporting, to sanction without economic cost, to fund military projection without inflation-feedback.

Phase 2 · Warsh-FOMC inflection

The institutional pivot at Fed leadership · early-to-mid 2026

The framework's reading of the Federal Reserve leadership succession question (Powell's term expires May 2026; succession choice substantially announced or operationally clear in the months prior) reads the appointment of a Fed Chair who departs from the post-2008 ultra-accommodative-policy default as a high-probability cycle-signature event. Kevin Warsh's name circulates widely in the framework's reading not as endorsement but as illustrative of the institutional pattern the cycle requires: a Fed Chair who breaks the unspoken Greenspan-Bernanke-Yellen-Powell continuity and re-establishes harder monetary discipline.

If the cycle-signature actor turns out to be someone other than Warsh, the framework's reading is structural rather than personality-specific: the appointment will carry the dharma-of-Saturn-in-Pisces — structural discipline reasserting itself against the over-accommodation that ran from 2008 forward. Whoever holds the chair from mid-2026 onward operates under cycle-conditions that make accommodation structurally difficult.

The framework's reading of this phase is that the institutional pivot will be visible at the FOMC level by mid-to-late 2026 — through dot-plot revisions, statement language changes, the reduction or elimination of forward-guidance dovishness, possible balance-sheet runoff acceleration. The bond market reacts before the equity market. The dollar's exchange rate against gold and against major non-G7 currencies (yuan, rupee, real, ruble) carries the early signal.

Phase 3 · September 2026 eclipse pair

The eclipse-pair inflection · 28 August – 11 September 2026

An eclipse pair occurs in the late summer of 2026: solar eclipse 28 August 2026 in Virgo, lunar eclipse 11 September 2026 in Pisces (the latter conjunct Saturn). Eclipse pairs in Vedic astrology are structural-revelation events — the moments when what has been operating beneath the surface becomes visible to the polity in a form that cannot be denied. The September 2026 pair is particularly potent because the lunar eclipse falls on Saturn-in-Pisces — Saturn's dissolution-energy receiving the eclipse's revelation-energy at the precise sign-degree.

The framework's reading is that something the financial-monetary architecture has been concealing or under-pricing becomes structurally visible during this window. The specific form is not predictable in advance — could be a sovereign-credit incident, a major reserve-allocation disclosure, a settlement-architecture rupture, a banking-stress revelation, or a geopolitical event whose financial-architecture implications are not contained. The astrological condition predicts the visibility-shift; the historical specifics will be readable only after the fact.

For Air-Trigon Sagittarius-lagna polities (the United States foremost), eclipse activity in Virgo-Pisces touches the 4th-10th house axis — the foundation and the public reputation. Institutional credibility at the foundation level is the signature.

Phase 4 · Aries debilitation

Saturn debilitated in Aries · 27 March 2027 – April 2030

Saturn enters Aries (Mesha) on 27 March 2027 — its sign of debilitation (neecha). Saturn-in-Aries is the configuration where the planet of structural enforcement operates in the sign of impulsive initiation, fire-element aggression, and short-time-horizon martial energy. Structural discipline becomes operationally weakened. Authorities try to enforce; enforcement keeps failing or producing counter-effects. Sanctions stop working; military-power projection produces counter-coalitions rather than compliance; central-bank coordination breaks down; international institutions lose their compliance-machinery.

The framework reads this three-year window (2027-2030) as the most volatile phase of the entire dollar-debasement sequence. The reserve-status loss has happened, but the successor-architecture is not yet crystallized. Multiple settlement architectures compete; trade-friction increases; currency-volatility surges; gold and other monetary metals continue accumulation; sovereign actors test what the new operating equilibrium is.

Geopolitically, Saturn-debilitated-Aries correlates with the framework's reading of the most active redistribution-phase. Specific conflicts active during this window will produce institutional restructurings that lock in for the next cycle. The framework does not predict specific military conflicts but reads the period as cycle-signature high-friction.

Phase 5 · Taurus crystallization

Saturn enters Taurus · April 2030

Saturn enters Taurus (Vrishabha) in April 2030. Taurus is the sign of artha-stability, accumulated material substrate, and durable form. Saturn-in-Taurus is the configuration where structural enforcement operates in the substrate of material durability — the conditions for successor-architecture crystallization. Whatever transfer of reserve function is going to land for the next cycle lands operationally in this transit.

The framework's reading is not that a single successor currency replaces the dollar as universal reserve. The reading is that a multi-substrate reserve architecture crystallizes: gold restored to substantial reserve-component status, multiple national-currency reserve components (yuan, euro, INR, real, possibly a BRICS-coordinated unit), and a crypto-or-digital-asset substrate component for cross-border settlement infrastructure. The Air-Trigon signature is precisely this: distributed, network-architecture, multiple-node settlement, no single-issuer privilege.

By the time Saturn exits Taurus in April 2032 the new architecture is operationally embedded. The dollar continues as one major currency; American institutions continue functioning in their restructured Air-Trigon form; the karmic compression chamber has released its compressed substrates back into global circulation in their transformed Air-Trigon form (see hub Section III on what dismantling actually produces).

Reading the sequence honestly

The framework's predictive claims about this five-phase sequence are working forecasts. The astrological inputs are precisely calculable — Saturn's ingress dates, eclipse coordinates, debilitation windows are mathematical facts of Vedic ephemeris computation. The mapping from astrological condition to specific civilizational outcome is the framework's reading, which is the falsifiable layer. Each dated forecast above can be checked against actual data as it accumulates 2026-2032. Where the data confirms, the framework's reading is strengthened. Where the data falsifies a specific mapping, the framework's reading on that specific mapping is revisable while the underlying structural principle (substrate-redirection at cycle-pivot moments) is preserved or strengthened.

The discipline of holding dated predictions as working-and-revisable, while holding the underlying structural principle as canonical, is the same discipline the canon discipline applies to its own claim numbers (forever-stable) versus interpretive depth (always-deepening).

II. The Qibla Change as Substrate-Redirection Precedent

The framework reads the 624 CE change of the Islamic prayer direction (qibla) from Jerusalem to Mecca as a canonical historical precedent for the substrate-redirection mechanism the hub page developed. The reading is precisely the dharma-sensitive case where the discipline must be exact. The framework anchors the reading in Hebrew prophetic tradition's own internal naming of the substrate-redirection pattern — not as Islamic supersession of Jewish covenant, but as cross-tradition recognition that the same structural mechanism has been named from within multiple traditions' most rigorous self-discipline.

The historical event

For the first ~16 months of Muhammad's prophetic mission in Medina (622 CE Hijra onward), Muslims prayed facing Jerusalem (Bayt al-Maqdis, the Temple Mount precinct). The Quranic verses recording the qibla change are at Surah Al-Baqarah 2:142-150, dated approximately to 624 CE (Rajab of year 2 AH). The change redirected daily prayer to the Ka'ba in Mecca.

From within Islamic tradition, the change is understood theologically: divine instruction redirected the prayer-substrate to the Abrahamic-monotheistic origin point (the Ka'ba traced in Islamic tradition to Abraham and Ishmael), establishing the distinct ritual-architecture of the emerging Muslim community while preserving the Abrahamic continuity. From within Jewish tradition, the period (623-624 CE) is one of multiple shifts in inter-community relationship; Jewish tribes of Medina (Banu Qaynuqa, Banu Nadir, Banu Qurayzah) had specific historical experiences during this period the framework holds as the historical record stands.

The framework's structural reading is not a substitute for either tradition's theological reading. It is a third-register reading at the cycle-mechanical level, sitting beneath both theological accounts without contradicting either.

The structural reading anchored in Hebrew prophetic tradition

Hebrew prophetic tradition has named the substrate-redirection mechanism from within Jewish covenantal theology for centuries before the qibla change occurred. The framework's reading does not impose this principle onto Jewish tradition from outside — it recognizes that Jewish tradition itself articulates the mechanism the framework reads structurally.

Isaiah on substrate-redirection

Forget the former things; do not dwell on the past. See, I am doing a new thing! Now it springs up; do you not perceive it? I am making a way in the wilderness and streams in the wasteland. — Isaiah 43:18-19

Isaiah names from within Jewish prophetic tradition that the divine substrate-direction can be re-routed — that "former things" are not permanently the only channel. The verse is Jewish-internal articulation of the principle the framework reads structurally. This is not anti-Jewish reading; it is reading with the most rigorous Jewish self-discipline.

Jeremiah on receptive vs hardened substrate

From the time your ancestors left Egypt until now, day after day, again and again, I sent you my servants the prophets. But they did not listen to me or pay attention. They were stiff-necked and did more evil than their ancestors. — Jeremiah 7:25-26

Jeremiah names the substrate-redirection precondition from within Jewish tradition: when prophetic transmission has been refused across generations, the receiving-capacity becomes structurally hardened. The framework reads the qibla change at this level — not as Jewish covenant being replaced (a supersessionist reading the framework explicitly rejects), but as the substrate-redirection mechanism Jewish tradition itself names operating across communities at the cycle-mechanical level.

Ezekiel and Hosea on transmission-refusal

But the people of Israel are not willing to listen to you because they are not willing to listen to me, for all the Israelites are hardened and obstinate. — Ezekiel 3:7
My people are destroyed for lack of knowledge. Because you have rejected knowledge, I also reject you as my priests; because you have ignored the law of your God, I also will ignore your children. — Hosea 4:6

Ezekiel and Hosea name from within Hebrew prophetic tradition the precise mechanism the framework reads structurally. Refusal of transmission produces structural hardening; transmission re-routes to wherever reception is structurally available. This is Jewish-internal naming of the mechanism, not external imposition.

Talmudic teaching on Second Temple destruction

The Talmud (Yoma 9b) teaches that the Second Temple was destroyed because of sinat chinam (baseless internal hatred among the community itself). This is the canonical Jewish self-discipline: the external destruction is named morally as Roman atrocity AND named structurally as releasing internal substrate-pressure the community itself had accumulated. This is the same dual-discipline as Claim 32 anti-exculpation: structural mechanism AND moral atrocity, both true, neither softening the other. Hebrew tradition holds the dual-discipline natively.

The Tisha B'Av observance, the Megilat Eichah (Book of Lamentations) recitation, the entire mourning-and-self-examination structure of the Three Weeks each summer — these are Jewish tradition's institutional carrying of the dual-discipline across two millennia. Mourning the moral atrocity. Examining the structural conditions internal to the community. Both, together. Across centuries. The discipline the framework names is the discipline Jewish tradition has already practiced longer than any other surviving tradition.

Reading the qibla change structurally without supersessionism

Given that Hebrew prophetic tradition itself articulates the substrate-redirection mechanism from within Jewish covenantal theology, the framework's reading of the 624 CE qibla change can proceed without supersessionist framing. The reading is: The substrate-redirection principle that Isaiah, Jeremiah, Ezekiel, Hosea, and the Talmudic tradition named from within Jewish tradition operated again at the 624 CE moment. The redirection of one community's prayer-substrate to a different geographic anchor is one historical instance of the principle. The principle is not the property of any one tradition; it has been named from within each tradition the framework cites.

What the framework's reading does not claim: That the qibla change "replaced" the Jewish covenant. That Jewish tradition was made obsolete. That Jerusalem ceased to be sacred geography to Jewish tradition. That Islamic prayer-direction is "more legitimate" than Jewish prayer-direction. None of these supersessionist claims are part of the framework's reading. Jerusalem remained — and remains — sacred geography to Jewish tradition; the Temple Mount has been the directional anchor of Jewish prayer continuously across millennia. The framework reads the 624 CE event as the substrate-redirection mechanism producing one specific historical configuration in one specific community — alongside the continued operation of Jewish tradition's own substrate.

What the framework's reading does claim: That the cycle-mechanism producing prayer-substrate redirection in 624 CE is the same cycle-mechanism producing reserve-currency substrate redirection in 2025-2030. The principle Hebrew prophetic tradition named in Isaiah, Jeremiah, Ezekiel, Hosea operates across the centuries at the cycle-mechanical level the framework reads. The framework is recognizing the cross-tradition convergence — not originating the claim, and not subordinating any tradition to any other.

The framework's reading of the qibla change is offered with explicit care toward Jewish readers, Muslim readers, and the historical complexity of 7th-century Arabian inter-community relations. The framework does not adjudicate the theological questions internal to either tradition. It reads the structural mechanism — sourced from within each tradition's own primary literature — and notes the principle operates across centuries. Readers who hold either tradition theologically can accept or reject the structural-register reading without compromising their tradition's internal theological understanding. The framework operates from nistrai-guṇya middle position throughout.

The structural lesson for the dollar-architecture moment

The qibla change matters as precedent because it demonstrates the substrate-redirection mechanism operating in a specifically sacred-architectural form, with two-sided community impact, across geographically separated communities — exactly the configuration of the present-moment monetary-architecture redirection. The dollar's reserve-substrate moving from unilateral-issuer to multi-node distributed architecture is structurally analogous to a prayer-direction-substrate moving from one anchor to another, in the sense that both involve the redirection of a community's coordinating-substrate to a different operative anchor.

The historical precedent grounds the framework's confidence that the present-moment redirection is operationally feasible. Coordinating-substrates have been redirected before. Communities have re-anchored before. The architecture survives the redirection — it just operates from a different anchor afterward. The Air-Trigon redirection of monetary architecture from single-issuer to multi-node is one more instance of the substrate-redirection principle that has been named from within multiple traditions for millennia.

III. Master Timing Table · 2025-2040

The table below organizes the cycle-events into one reference. Each row pairs an astrological condition (precisely calculable, mathematically grounded in Vedic ephemeris) with the framework's working reading of its civilizational signature (the falsifiable layer, time-stamped and revisable). The table is intended as a cycle-mechanical reference, not as a list of guaranteed outcomes. Use it as a structural map; revise specifics as data accumulates.

Window Astrological condition Framework's working reading of cycle-signature
Mar 2025 – Mar 2027 Saturn in Pisces (Meena) — dissolution-of-form transit Dollar reserve-architecture public-recognition phase of dissolution. Central-bank gold accumulation accelerates; BRICS settlement architectures consolidate; reserve-share erosion visible in IMF COFER data. Not collapse — loss of monopoly status.
Jul – Oct 2026 Saturn-in-Pisces stationary-retrograde periods; FOMC succession window Federal Reserve leadership pivot operationally clear. Hard-monetary-discipline reasserting against post-2008 accommodation default. Bond market reacts before equity market; dollar exchange-rate weakness against gold and non-G7 currencies.
28 Aug – 11 Sep 2026 Solar eclipse Virgo + lunar eclipse Pisces (conjunct Saturn) — eclipse-pair revelation Structural-revelation event in financial-monetary architecture. Specific form not predictable in advance — sovereign-credit incident, banking-stress revelation, settlement rupture, or geopolitical event with financial-architecture implications. For US (Sagittarius lagna) touches 4th-10th house axis.
27 Mar 2027 – Apr 2030 Saturn in Aries (Mesha) — debilitation (neecha) window Most volatile phase of the sequence. Reserve-status loss has happened; successor architecture not yet crystallized. Multiple settlement architectures compete. Enforcement-failure pattern — sanctions stop working, military-power projection produces counter-coalitions, central-bank coordination breaks down. Cycle-signature high-friction.
2027 – 2030 Saturn-Aries overlapping Wave 2 (Middle East return to bridge function) Gulf AI-infrastructure consolidation as operational bridge between East and West. Sufi-order revival reaching mainstream visibility. Pre-Abrahamic wisdom-stream recovery (Sumerian, Babylonian, Egyptian, Zoroastrian) entering institutional scholarship. Sacred-geography pilgrimage architectures integrated with Air-Trigon information layer.
Apr 2030 – Apr 2032 Saturn in Taurus (Vrishabha) — material-stability sign Successor-architecture crystallization. Multi-substrate reserve architecture (gold-component, multi-currency-component, digital-settlement-component). Air-Trigon signature: distributed network architecture, multiple nodes, no single-issuer privilege. By Saturn-exit-Taurus (Apr 2032) the new architecture is operationally embedded.
2030 – 2035 Wave 1 completion (East unlocks) operationally dominant Post-materialist generation in India and China structurally operative. Indian classical knowledge (Sanskrit corpus, Jyotish, Ayurveda, classical music, Vedanta-Advaita, devotional traditions) becoming personally accessible to 1.4 billion Indians through AI-mediated translation. Same pattern in China for Daoist cosmology, TCM, classical philosophy, calligraphic-aesthetic traditions.
Apr 2032 – Mar 2035 Saturn in Gemini (Mithuna) — communication sign Information-architecture phase of the Air-Trigon civilizational reordering. AI-mediated knowledge access becomes default rather than novel. Translation, contextualization, personalization of wisdom-traditions at planetary scale. Distinct from Saturn-Aries enforcement-failure: this is constructive substrate-building.
2030 – 2050 Wave 3 (West finds its own original layer) operationally beginning Western contemplative substrates (Christian-mystical, Hermetic, Celtic-indigenous, Native American, Stoic, Quaker) re-emerging as operative substrate at scale. Cannot fully manifest until Western dismantling completion produces receptivity. Geographic-cultural reading, not essentialist East-West binary.
~2040 Mid-Air-Trigon checkpoint (Air Trigon runs 2020-2199) By approximately 2040 the Air-Trigon civilizational architecture is operationally embedded. Smile-millionaire production at scale. Multi-node distributed governance forms. Restructured American polity in some form. Middle East as bridge-function host. India and China as wisdom-source and civilizational-substrate. Western contemplative substrate operationally accessible.

The table is a structural map. Specific dated forecasts are time-stamped working hypotheses revisable as data accumulates. The astrological inputs (ingress dates, eclipse coordinates, debilitation windows, sign-lord conditions) are mathematically grounded in Vedic ephemeris and are not the falsifiable layer; the falsifiable layer is the mapping from astrological condition to specific civilizational outcome.

— continues at /methodology —

Where the methodology lives

This page maps the dated phases and provides the master timing table. The companion methodology page develops the diagnostic and operational layer — how the framework reads bhumi-svabhava (location-dharma) as ecological-substrate-enforcement, how individual charts function as the bridge between location-scale cycle-mechanism and incarnation-scale specific work-ground, how Jyotish, Ayurveda, Vastu, and bhumi-shastra synthesize as one-substrate-multiple-readouts, and what operational implications follow for individual and collective practice. The diagnostic methodology is the surface where the framework's reading meets practitioner-scale application.

→ Continue to Methodology

— canonical anchors —

This page is the operational-mechanism surface of The Compelled Correction. The canonical framing is at Great Conjunctions and Trigon Shifts. The L1-L5 architecture is at The Five Layers and The Architecture of Reception. The full claim graph including the Architecture of Reception claims #103-110 is at YATU Canon, Section 15. Eight new canon claims (#111-118) anchoring the load-bearing structural principles of the Compelled Correction extension are queued for canon v1.8 after the essay surface is reviewed and working-draft predictions are appropriately separated from forever-stable structural claims.

Working-draft layer summary

Canonical-depth claims on this page (framework discipline holds these at the same level as existing canon): the substrate-redirection mechanism operates at cycle-pivot moments; Saturn's sign-lord transits are operationally significant at the planetary structural-enforcement layer; eclipse pairs carry structural-revelation function; the qibla change is a historical precedent for substrate-redirection that Hebrew prophetic tradition itself articulated the principle behind; sacred-architectural and monetary-architectural redirections are structurally analogous because both involve coordinating-substrate redirection across communities.

Working-forecast layer on this page (explicitly time-stamped, revisable as data accumulates): the dated specifics of the dollar-architecture dissolution sequence (March 2025, mid-2026 FOMC pivot, September 2026 eclipse-pair specifics, March 2027 Aries entry, April 2030 Taurus entry); the specific mapping from astrological condition to civilizational outcome in each row of the master table; the specific mid-2026 institutional-pivot identification; the specific multi-substrate composition of the successor-architecture. Where data confirms, the working-reading is strengthened. Where data falsifies a specific mapping, the framework revises the specific mapping while preserving the underlying structural principle.

What this page is and is not. Working framework extension, not finished canon. Dated predictions are falsifiable working forecasts time-stamped 18 May 2026. The framework operates from nistrai-guṇya middle-position throughout; each tradition cited is anchored in its own internal teaching; no tradition is subordinated to any other; structural reading does not exculpate moral atrocity at any layer; the predictive layer is held separately from the canonical-depth principles.