SYMBIONTES™

CORPUS / 01

Question, hypotheses and gates.

The programme studies governed co-evolution between a situated host (a small services company in the interior of Bahia, Brazil) and a symbiont system made of models, context, tools, memory and rules. The question is whether that relationship can improve the host's operation measurably and reversibly without transferring decision or responsibility. This page gathers what the programme commits to prove, how it intends to prove it, and at which gate it stands.

Version 0.6.0 · updated 2026-10-04 · Reading and measurement cut: 4 October 2026, Bahia time. · Version history

P1

Object and question

HYPOTHESISThe object is a governance architecture, not the cognition of a model. A proposal recorded on 23 July 2026, still classified as a hypothesis in the archive, formulates: the Symbiontes architecture is a governance architecture, made of roles, gates and receipts. What is observed is the relationship: who authorises, who executes, what returns as evidence and what remains as memory.

RECORDED FACTThe central question, in the terms of the canonical thesis of September 2026: can a frugal architecture, with several AI vendors, produce repeated improvement in at least two operational dimensions of the host, without degrading the safeguards, and can it be withdrawn leaving the host better, documented and operational?

SUB-QUESTION A

Elasticity and plasticity

Do load shocks produce recovery (elastic region) or retained structural change (plastic region)? Where is the threshold, and does it move?

HYPOTHESIS
SUB-QUESTION B

Sovereign exit

Can the host keep operating if the symbiont withdraws? Export coverage, multi-vendor continuity, restoration and reconstruction from the vault are the proposed measures.

HYPOTHESIS
SUB-QUESTION C

Transferability

Is what worked once in host zero portable? Nothing receives the label “portable” for having worked once; gate G3 requires a second host.

HYPOTHESIS

P2

Reference thesis: canonical text, not proof

The thesis was promoted to canonical on 6 September 2026 by human decision, with a stamp that matters more than the title: it does not state that the gates were passed.

The canonical is the formulation of the thesis, not its proof.

Reference thesis, opening note (6 Sep 2026)

Four planes

PlaneWhat it holdsInvariant
KernelPortable cross-domain invariants: human sovereignty, states of knowledge, authorisation, provenance, lease and idempotency, reversal, interface contracts.Never lives inside a vault the loop feeds.
Domain packReusable knowledge of a sector or function.Travels; the data does not.
Host instanceConfiguration, roles, tools, policies and adaptations of one organisation, with minimal data.A dimension of the topology (vaults × sides × hosts), not new vaults.
Evidence & learning planeEvents, metrics, incidents, tests and decisions.Source of every gate.

RECORDED FACTThe four planes replaced, on 2 August 2026, an earlier two-level formulation (core × host instance), judged insufficient in the adversarial review between two AIs from different vendors. In the same review, “impossibility of dissociation” was replaced by “deep co-evolution with sovereign exit”.

Two versioning axes

object := ⟨ scope ∈ {LOCAL, PACK, KERNEL} , maturity ∈ {RAW, CANDIDATE, VALIDATED, CANONICAL} ⟩
scope
where the object holds: only in this host, in a domain pack or in the kernel
maturity
how much the object has been used, tested and accepted; promotion only by human decision

P3

The sovereign-exit principle and its metrics

Deep co-evolution with sovereign exit. Symbiontes must be able to withdraw leaving the host better, documented and operational.

Principle approved on 2 Aug 2026; kept in the canonical thesis

RECORDED FACTThe principle was born from a correction. The founder's original intuition was that symbiosis generated irreversible coupling, an “impossibility of dissociation”. The adversarial review reframed it: deep coupling can generate value, but irreversible dependence generates lock-in, reputational risk and endless artisanal service; the desirable symbiosis is continuity by value, not technical impossibility of separation.

Targets declared as hypotheses; the text asks for calibration in the first real trial.
Sovereignty metricTarget hypothesisState
Export coverage100% of critical objects exportableno real trial
Multi-vendor continuity100% of critical steps with tested continuityno real trial
Restorationdefined scenario, minimal operation, recovery point and time objectivesno real trial
Handofftransfer of operation to another responsible party, documentedno real trial
Reconstruction from the vaultrebuild the operation from the vault aloneno real trial

P4

Evidence gates G0–G5

Gates by evidence, not by calendar. The programme expressly refused the rule of “waiting six or twelve months”; each gate has an observable criterion.

Gates G0–G5 and the four planesSix gates in sequence, all marked not passed, not started or blocked; below, four stacked planes feeding the gates.G0kernel baselineNOT PASSEDG1internal reliabilityNOT PASSEDG2internal resultNOT PASSEDG3transferabilityNOT PASSED / not startedG4design partnerBLOCKEDG5productizationBLOCKEDgates by evidence, not by calendar · state dated 3 Aug 2026 (v0.3), reproduced without a new test on 6 SepKernel · portable invariantsDomain pack · sector knowledgeHost instance · one organizationEvidence & learning · events, metrics, tests, decisionsthe kernel does not live inside a vault the loop feeds · nothing is portable for having worked once
Figure 1. RECORDED FACTThe six gates of the thesis and the four planes that feed them. State dated 3 August 2026 (v0.3), reproduced without a new test in the text promoted to canonical on 6 September: no gate passed.
GateCriterionState on the date of the text
G0 · Kernel baselineIndependent kernel release, with manifest.NOT PASSED
G1 · Internal reliabilityRepeated operation without relevant incident in host zero.NOT PASSED
G2 · Internal resultBaseline and repeated improvement in at least two operational dimensions, without degrading safeguards.NOT PASSED
G3 · TransferabilityTransfer to a second host with a privacy gate.NOT PASSED / not started
G4 · Design partnerEligible design partner.NOT ELIGIBLE / BLOCKED
G5 · ProductisationDefined product.NOT ELIGIBLE / BLOCKED

RECORDED FACTA circularity was corrected between revisions 4 and 5 of the thesis: G0 became the baseline of the candidate kernel, and G3 came to require transfer plus a privacy gate before any promotion to validated. There is no shortcut: a pilot proves only its own slice.

P5

Falsifiability grid

The canonical thesis lists five named hypotheses and, for each, what would refute it. The table below is an editorial synthesis of the names and of the refutation criterion implicit in each.

Editorial synthesis (inference) of the canonical grid.
HypothesisWhat it claimsWhat would refute it
H-VALUEThe relationship produces measurable improvement in the host.Absence of repeated improvement in two dimensions, against a baseline.
H-TRANSFERThe method travels to a second host.Transfer failure or the need to rewrite the kernel.
H-DIFFERENTIATIONThe architecture differs usefully from close alternatives.Equivalence with resilience, ambidexterity or already-published context protocols.
H-ECONOMYThe cost of operating the relationship is lower than the value generated.Cost-as-data showing otherwise; no measurement yet.
H-EXITThe host keeps operating without the symbiont.Failure in any sovereignty metric in the real trial.

P6

Pre-registration of hypotheses H1–H6

Fixed on 23 August 2026, during the prior-art review, as a condition for any future trial to count.

  1. H1 · reset plus a sanitised context package produces less leakage and drift than conventional context compaction.
  2. H2 · a governed adaptive context package outperforms a fixed summary (the internal term was replaced by editorial policy).
  3. H3 · control external to the prompt reduces undue instruction mutations.
  4. H4 · replay restores internal state but does not undo external effects.
  5. H5 · consensus between distinct vendors does not reduce error when failures are correlated.
  6. H6 · the proposed protocol is only useful if it beats close alternatives (reversible contextual elasticity, capability flow control, hierarchical agent memory and published observability protocols).

HYPOTHESISNone of the six had been tried by the cut. The verification scale adopted has five orthogonal axes (access, independence, editorial status, relevance and adversarial review) and one hard rule: a claim only leaves the hypothesis state with full access to the text, verified source independence and at least one adversarial round; multiple addresses for the same paper never raise independence.

P7

Propositions P1–P12 and the confrontation grid

RECORDED FACTTwelve propositions of the programme were confronted with the literature in August 2026 and sorted into six boxes: KNOWN · ADAPTATION · SYNTHESIS · HYPOTHESIS · CONTRADICTION · POTENTIAL CONTRIBUTION. The result downgraded much of what had looked original.

PropositionClassification after the review
P1 · vendor heterogeneity and frugalityEMPIRICAL ADAPTATION
P4 · consensus, reversibility and veto as a mechanismSYNTHESIS TO TEST (under pressure from published protocols)
P9 · catalogue of multi-AI incidents in an SMEPOTENTIAL EMPIRICAL CONTRIBUTION
P10 · organisational elastoplasticityFALSIFIABLE HYPOTHESIS under high prior-art pressure
P11 · longitudinal case of a Brazilian SMEUMBRELLA CANDIDATE
P3, P5, P6, P7, P8, P12KNOWN or ADAPTATION

P10 (elastoplasticity) downgraded to HYPOTHESIS — a term that does not exist in organisational theory, but whose semantic space is occupied by resilience/ambidexterity/antifragility; high risk of redundancy.

Prior-art review, round 1 (2 Aug 2026)

P8

Scientific publication pipeline

Defined on 17 July 2026 and kept: three parallel sequences with independent vetoes. Removing one veto does not remove the others, and no technical gate replaces human authorisation for preprint, submission or publication.

Scientific publication pipelineThree rows of gates: eleven scientific, five economic with veto, five security with veto. The current gate is highlighted in each row.scientific · most advanced object at G2G0CaptureG1TriageG2NoveltyG3ProtocolG4EvidenceG5DraftingG6MethodG7IntegrityG8Ext. reviewG9SubmissionG10Post-pub.economic · veto active (EV); stage not recordedE0Not assessedE1Value mappedE2ProtectionE3MonetizationE4CapitalEVsecurity · S1 with veto active (SV)S0Not assessedS1Risk mappedS2MitigationS3Shield activeS4ApprovedSVremoving one veto does not remove the othersno technical gate replaces human authorization
Figure 2. RECORDED FACTEleven scientific gates, five economic and five security gates, with vetoes. The most advanced object (a paper on moving from metaphor to testable hypothesis) sat at G2, with the economic veto and the security veto active, and a recommendation to hold.
SequenceStages
ScientificG0 Capture → G1 Triage → G2 Novelty → G3 Protocol → G4 Evidence → G5 Drafting → G6 Method → G7 Integrity, ethics and property → G8 External review → G9 Submission → G10 Post-publication
EconomicE0 Not assessed → E1 Value mapped → E2 Protection defined → E3 Monetisation defined → E4 Capital approved; EV = economic veto at any stage
SecurityS0 Not assessed → S1 Risk mapped → S2 Mitigation defined → S3 Institutional shield active → S4 Security approved; SV = security veto

P9

Maturity and use regime

Maturity axis and use axisGrid of four maturity columns by three use rows. The candidate-and-inert cell is marked: more than thirty days opens a mandatory review. The candidate-and-in-use cell accumulates evidence.RAWCANDIDATEVALIDATEDCANONICALINERTIN TRIALIN USE> 30 daysmandatory reviewaccumulates evidencebecomes decidableregistered ritehuman act“validated” = may be used; “canonical” = is the reference · mass stamping without evidence is forbidden · use axis added 28 Sep 2026
Figure 3. RECORDED FACTTwo independent axes. A candidate document that stays inert for more than thirty days opens a mandatory review point; a candidate document in use accumulates evidence until it becomes decidable. Mass stamping without evidence is forbidden.

RECORDED FACTThe use axis was added on 28 September 2026 after a diagnosis by the founder: a great deal had stayed in draft “awaiting an acceptance” and never became valid or canonical, forming a graveyard of drafts. The inventory made the same day found 1,609 candidate or draft items; 34 documents were promoted to validated by human act on 28 Sep, with three left for a later stamp.