Memo 10 — Computational Taxonomy

Memo 10 — Computational Taxonomy of Norms

Series: The Landscape of Normative Systems (LNS) Series ID: LNS Memo number: 10 of 12 Primary JD questions: Q1 (complete enumeration of sources of normative authority), Q2 (six-part analysis lens applied across sources), Q3 (the central deliverable — a taxonomy of norms by computational behavior / generation function rather than by academic discipline). Status of D0: Immutable. Not modified, not criticized, not defended in this memo. (The adversarial treatment of the computability assumption is reserved for Memo 11; here we only stage the threats that arise naturally from the taxonomy.)

Scope note. This is a CORE synthesis memo. It does two things the survey memos (01–08) could not do individually. First (Part A), it consolidates the most complete enumeration in the series of every known source of normative authority, giving each a one-line origin+enforcement gloss so that later work has a single master checklist. Second, and centrally (Part B), it re-cuts the entire landscape along a different axis: not by discipline (politics, law, religion, market, society) but by computational behavior — the generation function that produces the norm. The claim under test (M6: discovery not invention) is that a small set of generation-function shapes recurs across every discipline, and that this shape — not the disciplinary label — is what a compiler on top of D0 actually has to represent. For each behavior class we specify a function signature, input set, determinism/nondeterminism, revisability, verifiability, and enforcement coupling, and we name which sources (from Memos 01–08) instantiate it. We then run methodology M5 (destructive testing) against the shared modality vocabulary of §0.6 — Hohfeld's eight relations and the deontic operators O/P/F — using the classical breakers (Ross's paradox, Chisholm's contrary-to-duty paradox, defeasibility, supererogation) and report what survives. A master ASCII table (behavior-class × property) is the memo's single most reusable artifact. All claims carry epistemic tags per §0.4; content is separated into the four standing categories per §0.5.


10.0 Orientation: why re-cut the landscape by behavior

INFERENCE Memos 01–08 are organized by source discipline. That organization is natural for a survey but is the wrong organization for a compiler. A compiler does not care whether a norm "comes from law" or "comes from religion"; it cares about the shape of the process that produced the norm, because that shape determines what the compiler can and cannot do with it: whether the norm is deterministic, whether it can be re-derived, whether it can be checked, whether it can be revised, and how tightly it is bound to an enforcement organ. Two norms from wildly different disciplines — a papal encyclical (Memo 04) and a military standing order (Memo 01/07) — may share a generation function (from-authority/command) and therefore present identical problems and affordances to a compiler. Conversely, two norms from the same discipline — a statute (from-voting/aggregation) and a common-law precedent (from-adjudication) — may present completely different problems despite both being "law" (Memo 02).

HYPOTHESIS The central hypothesis of this memo, inherited from the series and here made testable: the disciplinary label of a norm is presentation (M4); the generation function is closer to the computational object. If true, the taxonomy of Part B, not the enumeration of Part A, is the correct index into the landscape for D1/D2. This is falsifiable: if we find sources whose behavior cannot be located in any generation-function class, or generation classes that collapse into one another under inspection, the hypothesis is weakened. We report both kinds of strain where we find them.

FACT This memo does not resolve the kernel/above-kernel boundary (that is Memo 12) and does not attempt to break the computability assumption itself (that is Memo 11). Its job is to produce the two enumerations and the stress-test result.

A text diagram of the re-cut:

Diagram
flowchart LR subgraph SRC["Memos 01-08 — axis: WHERE the norm comes from (source)"] P["political systems"] J["jurisprudence"] E["ethics"] R["religion"] IE["institutional econ"] SOC["sociology"] OG["org governance"] INT["international"] end RECUT{{"RE-CUT"}} subgraph BEH["Memo 10 — axis: HOW the norm is produced (generation function)"] V["from-voting/aggregation"] AD["from-adjudication"] AU["from-authority/command"] REV["from-revelation"] MK["from-market-equilibrium"] CV["from-convention/emergence"] DL["from-delegation"] MORE["... (18 classes, 10.5)"] end P --> RECUT J --> RECUT E --> RECUT R --> RECUT IE --> RECUT SOC --> RECUT OG --> RECUT INT --> RECUT RECUT --> V RECUT --> AD RECUT --> AU RECUT --> REV RECUT --> MK RECUT --> CV RECUT --> DL RECUT --> MORE

PART A — Q1: Master Enumeration of Sources of Normative Authority

10.1 Method and reading of Part A

INFERENCE Part A is deliberately flat and exhaustive rather than analytic. Depth-per-source is delivered in Memos 01–08 and is not repeated here; the six-part analysis (JD Q2: origin, legitimacy, enforcement, mutation, hierarchy, conflicts, computational implications) is applied in full only to the behavior classes of Part B (10.5) and to a representative subset of sources below, because the six-part frame transfers more cleanly onto behavior than onto discipline — itself a small piece of evidence for the memo's central hypothesis. Here each source gets a one-line origin+enforcement gloss plus a pointer to (i) the memo that treats it in depth and (ii) the dominant generation-function class it instantiates (forward reference to 10.5). Sources marked † are ones the survey memos treat only in passing or not at all; this memo is their primary home, which is why Part A must be more complete than any single survey.

Notation in the tables: Gen = dominant generation-function class (10.5 codes G01–G18); Enf = enforcement coupling (organ / diffuse / self / none); Memo = depth reference.

10.1.1 The enumeration is open, not closed OPEN

OPEN No enumeration of normative sources can be proven complete. The list below is the most complete in the series and is intended to saturate the ordinary catalog, but M6 forbids claiming closure. Any source discovered later must be locatable in the behavior taxonomy (10.5) even if it is absent from this source list; that is the fallback the memo builds in. If a future source cannot be placed in 10.5, that is a falsification signal for the central hypothesis, not merely a gap in Part A.

10.2 Established-consensus sources (the standard catalog)

These are the sources every survey memo and the JD itself already recognize. FACT that each of the following is standardly treated as a source of norms in the relevant scholarly field; the analysis of each is contested, the existence as a source is not.

SOURCE ONE-LINE ORIGIN + ENFORCEMENT GLOSS Gen Enf Memo
Political authority (the state / sovereign) Claim to rule over a territory/population; enforced by state coercion and the legitimacy that lets coercion go mostly unused. G06 organ 01
Constitutions Foundational positing act (framing/ratification); enforced by constitutional review and the hierarchy it anchors. G03/G06 organ 01,02
Legislation (statute) Enacted by a rule-following body; enforced by courts + executive apparatus; validity = correct enactment procedure. G01 organ 02
Regulation / admin rules Delegated rule-making by agencies; enforced by inspection, fines, licensing; validity = within delegated authority (vires). G12/G01 organ 07
Judicial precedent Rule extracted from decided cases; enforced by appellate reversal and stare decisis; mutation by distinguishing/overruling. G10 organ 02
Religion / revelation Claimed communication from a transcendent source, fixed in canon; enforced by community sanction, ritual, and internalized belief. G02 diffuse/organ 04
Morality (folk moral sense) Shared intuitions about right/wrong; enforced by guilt, blame, reputation, ostracism; no central organ. G16 self/diffuse 03,06
Ethics (systematized) Reasoned justification of moral norms (theories); enforced weakly, chiefly by argument, profession, and self-binding. G17 self 03
Culture Inherited web of meaning/value; enforced by belonging, shame, and the cost of illegibility to one's own group. G14/G15 diffuse 06
Custom / usage Long practice treated as binding ("we have always done X"); enforced by expectation and, when recognized, by courts. G07/G14 diffuse 02,06
Professional standards Codified by a profession's body; enforced by licensing, boards, malpractice liability, and peer review. G17/G05 organ 07
Science (as norm source) Method-generated warranted belief that grounds oughts (e.g., "you should act on best evidence"); enforced by peer scrutiny, not force. G17 diffuse 03,11
Organizational governance Charters/bylaws/policies of firms and bodies; enforced by hierarchy, employment consequence, and internal audit. G12/G06 organ 07
Military doctrine Command-promulgated operating rules; enforced by chain of command, court-martial, and drilled habit. G06/G18 organ 01,07
Tribal / customary law Kin/elder-maintained norms of a people; enforced by council, elders, restitution, and expulsion. G07/G14 organ/diffuse 06,08
Market norms Regularities emerging from exchange (price, credit, trade usage); enforced by profit/loss, reputation, and refusal to deal. G05 diffuse 05
International law Treaties + custom among states; enforced by reciprocity, sanctions, reputation, and (weakly) international courts. G03/G07 diffuse/organ 08
Contracts Voluntary agreement creating tailored obligations; enforced by court remedies and reputational/relational sanction. G03 organ 02,05
Social conventions Self-sustaining coordination equilibria (which side to drive on); enforced by the cost of unilateral deviation (mismatch). G14/G05 diffuse 06

10.3 Extended-catalog sources (the JD's "expand much further")

INFERENCE The JD explicitly demands the catalog be pushed past the standard list. The following are genuine, distinct sources of ought-statements that the survey memos treat lightly or not at all. Each is real in the sense that it demonstrably produces norms with which subjects comply and for deviation from which there are consequences. † marks sources for which this memo is the primary home.

SOURCE ONE-LINE ORIGIN + ENFORCEMENT GLOSS Gen Enf Memo
Family / parental authority † Norms posited within a household by parents/elders; enforced by dependency, affection, sanction, and the earliest habit-formation. G06/G07 organ/self (10)
Education / pedagogy † Curricular and classroom norms; enforced by grading, credentialing, and internalization of "how one is taught to think." G12/G17 organ 07,(10)
Etiquette / manners † Fine-grained politeness norms; enforced purely by social judgment, embarrassment, and exclusion from polite settings. G14 diffuse 06,(10)
Technical standards / protocols † Interoperability rules (ISO, IETF RFCs, IEEE, W3C); enforced by the cost of non-interoperation and by conformance testing. G04/G17 diffuse/self 07,(10)
Platform terms-of-service † Contractual rules unilaterally set by a platform; enforced by account suspension, throttling, de-platforming. G06/G03 organ 05,(10)
Code-as-law (Lessig) † Norms embedded in software architecture that constrain what is even *possible*; enforced automatically by the code executing. G18/G08 organ (auto) (10),11
Algorithmic / automated norms † Rules generated or applied by algorithms (ranking, scoring, moderation, pricing); enforced by automated action on the subject. G08/G18 organ (auto) (10),11
Medical / bioethics protocols † Clinical guidelines + bioethics principles (consent, triage); enforced by boards (IRB/ethics cttee), liability, licensure. G17/G12 organ 03,(10)
Sports rules / referees † Constitutive + regulative rules of a game; enforced in-game by officials with near-absolute local authority and instant sanction. G03/G06 organ (10)
Guild / union rules † Occupational self-governance (apprenticeship, closed shop, work rules); enforced by membership, collective action, exclusion. G12/G03 organ/diffuse 07,(10)
Indigenous / customary law † Non-state legal orders of indigenous peoples; enforced by community institutions, sometimes recognized by state courts. G07/G14 organ/diffuse 06,08
Natural law † Claimed norms derivable from nature/reason binding independent of positing; "enforced" only by conscience + downstream positive law. G17/G02 none/self 02,03
Self-imposed / personal commitments † Commitments an agent binds itself to (vows, resolutions, plans); enforced by self-sanction, integrity cost, precommitment devices. G17 self 03,(10)
Honor codes † Group codes tying status to conduct (military, academic, aristocratic honor); enforced by shame, duel, expulsion, loss of face. G14/G07 diffuse/organ (10)
Criminal / underworld codes † Norms of illicit organizations (omertà, "no snitching", thieves' law); enforced by violence, reputation within the milieu. G07/G14/G06 organ (10)
Etiquette of the sacred / ritual & taboo † Ritual purity and taboo rules; enforced by pollution belief, ostracism, and dread of supernatural sanction. G02/G07 diffuse 04,06
Fashion / aesthetic norms † Shifting standards of taste/style; enforced by status signaling, imitation cascades, and the cost of appearing dated. G15/G14 diffuse 06,(10)
Etiquette of language / linguistic norms † Grammar, register, orthography, "correct usage"; enforced by comprehension failure, correction, and class/education signaling. G07/G14 diffuse (10)
Netiquette / online-community norms † Subreddit/forum/wiki rules + informal norms; enforced by mods (organ) and community downvoting/pile-on (diffuse). G12/G14 organ/diffuse 06,(10)
Kinship / marriage / descent rules † Who may marry/inherit/head a household; enforced by family, clan, and (often) by state family law layered on top. G07/G14 diffuse/organ 06,(10)
Diplomatic protocol † Precedence, immunity, ceremonial rules among states; enforced by reciprocity and the cost of insult/incident. G07/G03 organ 08,(10)
Accounting / financial reporting standards † GAAP/IFRS, audit rules; enforced by auditors, regulators, and market punishment of unreliable statements. G17/G04 organ 05,07
Sumptuary / status-display norms † (largely historical) Rules tying consumption to rank; enforced historically by law, now by informal class judgment. G06/G14 organ/diffuse (10)
Oaths / promises / vows † Self-binding speech acts creating obligation; enforced by conscience, witnesses, and (if legalized) by courts. G03/G17 self 03,(10)

OPEN The extended catalog can be continued indefinitely (dietary rules, hygiene norms, dress codes, gaming/e-sports meta-rules, artistic-genre conventions, scientific-citation norms, open-source licensing norms, DAO on-chain governance, house rules, monastic rules, etc.). Per 10.1.1 the memo does not claim closure; it claims that every additional source found so far lands in one of the eighteen behavior classes of 10.5. INFERENCE The recurrence of the same Gen codes down both tables above is the first visible evidence for the central hypothesis: dozens of disciplinarily distinct sources collapse onto ~18 generation shapes.

10.4 Reading Part A: three structural observations

INFERENCE (1) Enforcement coupling clusters. Reading the Enf column, sources fall into four coupling regimes — dedicated organ (state, court, agency, board, referee), diffuse social sanction (culture, etiquette, market reputation), pure self-sanction (personal commitment, ethics, natural law), and automatic execution (code-as-law, algorithmic norms). This four-way split is orthogonal to discipline and reappears as a first-class property column in the master table (10.6).

INFERENCE (2) Most sources are Gen-plural. Almost every source lists a primary and one or more secondary generation classes. This is expected and important: a single source (e.g., religion) can posit content by revelation (G02), transmit it by tradition (G07), and adjudicate disputes about it (G10). A compiler must therefore attach the generation class to the individual norm, not to the source. HYPOTHESIS Generation class is a property of a norm-token, not of a source-type; this is testable by finding any single source whose every norm shares exactly one generation class — the memo predicts such pure sources are rare and small (e.g., a pure lottery mechanism).

INFERENCE (3) The automatic-enforcement sources are new. Code-as-law, algorithmic norms, and platform ToS (the † technology cluster) are the sources least treated by the classical survey and the most consequential for D1/D2, because in them the enforcement mechanism and the norm are the same object (the running code). This collapses the validity/efficacy distinction the whole series relies on (§0.6) and is flagged for Memo 11 and handed to D1/D2 (10.8).


PART B — Q3: Taxonomy of Norms by Computational Behavior

10.5 The generation-function classes (G01–G18)

INFERENCE This is the memo's central deliverable. We classify norms not by where they come from but by the shape of the function that produces them. For each class we give a uniform record:

Field Meaning
SIGNATURE the generation function's type (inputs -> Norm(s)).
INPUT SET what must be present for the function to run.
DETERMINISM deterministic / nondeterministic / stochastic.
REVISABILITY how (and how fast) the produced norm can change.
VERIFIABILITY can a third party check the norm was correctly produced?
ENF-COUPLING how tightly the generator is bound to an enforcement organ.
INSTANTIATED which sources (Part A / Memos 01-08) primarily use it.

Type notation: Agents = set of participating parties; Prefs = their revealed preferences/votes; Text = an authoritative source text; Facts = world-state; Precdt = a corpus of prior decisions; Obj = an objective function; Env = a selection environment; = "produces". Norm is the shared object of §0.6 (modality, subject, condition, consequence).

G01 — from-voting / aggregation

G02 — from-revelation

G03 — from-contract / agreement

G04 — from-consensus (deliberative / standardization)

G05 — from-market-equilibrium

G06 — from-authority / command

G07 — from-tradition

G08 — from-optimization

G09 — from-evolutionary-adaptation / selection

G10 — from-adjudication / precedent

G11 — from-negotiation / bargaining

G12 — from-delegation

G13 — from-force / imposition

G14 — from-convention / emergence (coordination equilibrium)

G15 — from-imitation / cascade

G16 — from-internalized-intuition (folk moral sense)

G17 — from-reasoned-justification / expertise (epistemic authority)

G18 — from-automated-execution (code / architecture)

10.5.19 A note on saturation (per M6)

OPEN At least one further degenerate generator exists — from-random / lottery / sortition (draw : Candidates × RandomSource ⟶ Norm/appointment, deterministic process / nondeterministic output, high verifiability of the draw, used in jury selection, ancient Athenian sortition, and some allocation rules). No enumerated source uses it as a primary generator, so it is logged here rather than numbered, and it stands as evidence that the class list is not closed (M6). INFERENCE Its existence does not weaken the central hypothesis: it too is a generation shape, locatable on the same property axes as G01–G18.


10.6 Master table: generation-class × computational property

INFERENCE This is the memo's single most reusable artifact for D1/D2. Columns: Det (D=deterministic, N=nondeterministic, S=stochastic); Rev (revisability speed L/M/H); Ver (third-party verifiability of correct production, L/M/H); Auth? (is there an identifiable author to query? Y/N); Text? (is there an authoritative text/record? Y/N); Enf (organ/diffuse/self/auto/none); Val≠Eff? (does the class keep validity and efficacy distinct, or fuse them?).

CODE CLASS Det Rev Ver Auth? Text? Enf Val≠Eff?
G01 voting / aggregation D* H H Y Y organ distinct
G02 revelation D/N L L N** Y diffuse distinct
G03 contract / agreement D M H Y Y organ distinct
G04 consensus / standardization N M M part Y diffuse distinct
G05 market-equilibrium S H L N N diffuse blurred
G06 authority / command D H H Y Y organ distinct
G07 tradition D L L N N diffuse distinct
G08 optimization D H M Y/auto Y auto blurred
G09 evolutionary selection S M L N N none blurred
G10 adjudication / precedent D/N M M Y Y organ distinct
G11 negotiation / bargaining N M L Y part varies distinct
G12 delegation D M H Y Y organ distinct
G13 force / imposition D L L Y part organ fused(eff)
G14 convention / emergence S L L N N none*** blurred
G15 imitation / cascade S H L N N diffuse blurred
G16 internalized intuition N L L N N self n/a****
G17 reasoned justification D M M Y Y self distinct
G18 automated execution D H M**** Y Y auto FUSED

INFERENCE Reading the table yields the memo's operative findings:

  1. A machine-friendly cluster — G01, G03, G06, G12 (and G10 in clear cases): identifiable author, authoritative text, high verifiability, validity distinct from efficacy, organ enforcement. These are what a compiler can represent most faithfully today.
  2. A hard cluster — G05, G07, G14, G15, G16 (and G09): no author, no text, low verifiability, blurred validity/efficacy, diffuse/absent enforcement. These are the emergent/tacit norms (Memos 05/06/09) that resist the "norm has a text" assumption; they must be represented statefully and probabilistically, not as rules.
  3. A fused cluster — G08, G18 (and G13): enforcement and norm are the same object; validity and efficacy collapse. This is where the CG program's own output lives and where its self-referential risks concentrate (Memo 11).

HYPOTHESIS The three clusters are the real top-level partition the compiler needs — more useful than the 18 fine classes — and correspond to three different representation strategies (rule-object, stochastic-state-object, executing-artifact). Falsifiable: if a source's norms cannot be assigned to exactly one cluster, or if the representation strategy for a cluster fails on a member, the partition is wrong.


10.7 Destructive test of the shared modality vocabulary (M5)

INFERENCE §0.6 provisionally adopts two vocabularies for representing a norm's modality: Hohfeld's eight jural relations (right/duty, privilege/no-right, power/liability, immunity/disability) and the deontic operators O/P/F. Per M5 we now try to break them with the classical breakers. The question is not "are they elegant?" but "what survives contact with the hard cases, and what must D1 add?"

10.7.1 Ross's paradox (deontic O)

10.7.2 Chisholm's contrary-to-duty paradox (CTD)

10.7.3 Defeasibility

10.7.4 Supererogation and the deontic gap

10.7.5 What survives — the Hohfeld verdict

VOCABULARY ELEMENT VERDICT
O/P/F (monadic) SURVIVES for clear categorical norms; INSUFFICIENT alone (Ross over-generation; no CTD; no defeasibility; no supererogation).
Dyadic/conditional O(x|c) REQUIRED ADDITION (Chisholm) — mandatory for remedies/penalties/second-best governance.
Defeasible priority layer REQUIRED ADDITION (defeasibility) — non-monotonic, with explicit norm-priority relation.
Extra modality (supererogatory) REQUIRED, or explicit out-of-scope declaration.
Hohfeld 1st-order pairs SURVIVE for static jural position.
Hohfeld 2nd-order pairs SURVIVE and are ESSENTIAL for meta-norms (power to legislate/delegate) — O/P/F cannot express these.

INFERENCE Conclusion of §10.7: the §0.6 vocabulary is retained but proven insufficient by itself. The minimal adequate modality core for D1 is Hohfeld (first- and second-order) + dyadic conditional deontic operators + a defeasible priority layer + an explicit stance on supererogation. This is a concrete, falsifiable specification produced by destructive testing, exactly as M5 requires, and it is handed to Memo 12 and D1.


10.8 Four standing categories

10.8.1 Established consensus

10.8.2 Competing theories

10.8.3 Open questions

10.8.4 Research opportunities


10.9 Handoff to D1/D2

Concrete computational implications for the compiler architects:

  1. INFERENCE Index the landscape by generation class, not discipline. Attach a generation_class ∈ {G01…G18, +degenerate} tag to every norm-token; the disciplinary source is metadata/provenance, not the primary key (central hypothesis, §10.0).
  2. INFERENCE Carry the §10.6 property vector (Det, Rev, Ver, Auth?, Text?, Enf, Val≠Eff?) per token; it tells the compiler what operations are safe (re-derivation, checking, revision, querying an author).
  3. INFERENCE Adopt the three-cluster representation strategy as the top-level design split: rule-objects (machine-friendly cluster), stochastic-state-objects (hard/emergent cluster), executing-artifacts (fused cluster). Flag straddlers (§10.8.3).
  4. INFERENCE Author-less norms are first-class. G05/G07/G09/G14/G15 have no author and no text; D1 must not assume a norm can be "looked up" from an authoritative record. These need stateful, time-varying, probabilistic representations (Memo 06/09 concur).
  5. INFERENCE Validity/efficacy fusion is a special type. For G08/G13/G18, the §0.6 separation collapses; mark these tokens explicitly so the kernel does not apply validity checks that presuppose a separate enforcement stage.
  6. INFERENCE Adopt the minimal modality core from §10.7: Hohfeld (1st + 2nd order) + dyadic conditional deontic O(x|c) + a defeasible priority layer + an explicit supererogation stance. The bare O/P/F triple is insufficient and must not be frozen alone.
  7. INFERENCE Ship the four-breaker regression suite (Ross, Chisholm, defeasibility, supererogation) as a mandatory conformance test for any D1 norm-logic (§10.8.4).
  8. INFERENCE → Memo 12 The taxonomy is the index into the interface. Memo 12 must decide which generation classes' shape (not content) the content-neutral kernel carries; the machine-friendly cluster is the least-risky starting point, the fused cluster the most self-referentially dangerous.

One-line summary: eighteen recurring generation-function shapes (in three clusters) — not the disciplinary labels — are the real index into the normative landscape; the shared modality vocabulary survives destructive testing only after being extended with conditional and defeasible structure.