soft3/tru/docs/explanation/valence.md

valence

valence is $v \in \{-1, 0, +1\}$ — the fifth field of a cyberlink. it is simultaneously an accounting primitive (debit/credit/hold), an epistemic prediction (challenge/void/affirm), and the seed that initializes the ICBS market on a link. these are not different interpretations. they are the same thing seen from three angles.


binary topology, ternary economics

every known system that produces collective intelligence uses the same two-layer architecture: binary topology, ternary economics. mycelium, neurons, markets, ecosystems — all of them.

the binary layer answers "with whom?" — a synapse either exists or doesn't, a hypha either connects two trees or doesn't, a cyberlink either exists or doesn't. connection topology is always discrete.

the ternary layer answers "how?" — through an existing connection, flow is: give (+1), receive (−1), or maintain the channel with no net flow (0). the neutral state is not the absence of a connection. it is active standby: a different kind of nothing than no-edge.

the separation of these two questions is not a modeling choice. it is a fundamental property of efficient distributed computation. binary and ternary are irreducible — $2^m \neq 3^n$ for any natural numbers — so neither subsumes the other. any system that conflates them into one layer loses computational power.

system binary (topology) ternary (economics)
mycelium hypha exists / doesn't give / maintain / receive
neuron synapse exists / doesn't excitatory / modulatory / inhibitory
market counterparty relationship buy / hold / sell
cybergraph cyberlink exists / doesn't affirm / void / challenge

the cyberlink structure encodes all three layers of the pattern in one atomic record:

layer field type
structural $(p, q)$ binary
economic $(\tau, a)$ continuous
epistemic $v$ ternary

the accounting frame

every cyberlink is a double-entry journal entry. the two accounts are already present: the source particle $p$ and the target particle $q$.

$v$ accounting epistemic
$+1$ credit $q$, debit $p$ affirm — I predict the market converges TRUE
$-1$ debit $q$, credit $p$ challenge — I predict the market converges FALSE
$0$ open account, no entry void — this path exists; no directional bet posted

the source particle always posts to one side; the target always posts to the other. the link is the transaction. this gives the system a conservation law: total epistemic assets equal total epistemic liabilities across the whole graph. $\sum_p \phi^*(p) = 1$ is not just a normalization constraint — it is the balance sheet identity.

dialects are the chart of accounts. cites, contradicts, is-a, extends are account types with different debit/credit semantics. contradicts edges always debit the target. cites edges typically credit. the knowledge graph partitioned by dialect is a set of sub-ledgers, each recording a different kind of epistemic transaction.


what each value does

v = +1 — affirm

the neuron credits the target particle's truth account and debits its own epistemic capital. it is simultaneously placing a bet: "I predict this market converges toward TRUE."

in the ICBS market, the affirm signal pushes the market price $m(\ell)$ toward 1. if many neurons affirm, the price rises, and effective adjacency $A^{\text{eff}}_{pq}$ grows. the link gains structural weight in the graph. focus accumulates at the target.

v = -1 — challenge

the neuron debits the target particle's truth account. the bet: "I predict this market converges toward FALSE."

negative valence is not contradiction of the link's existence — the neuron has still created the link, paying stake. the neuron is asserting: "this connection exists and is worth marking, but the collective will judge it false." this is rational when the neuron knows something the market has not yet priced.

in effective adjacency, dominant negative valence drives $m(\ell) \to 0$, suppressing the link's weight toward zero. this is market inhibition — the epistemic immune system of the cybergraph. without inhibition, the graph cannot learn a boundary; it can only accumulate. excitation without inhibition produces a blob, not a mind.

v = 0 — void

not agnostic in a weak sense. void is the structural primitive that predates accounting. it opens the account relationship on both sides without posting any transactions.

a void-valence link costs will to create — it is still a costly signal — but the signal is "this path exists" rather than "this path is true or false." the channel is open. signaling molecules flow through neutral synapses. the market on this link initializes at 50/50 with no directional pressure.

void-valence links serve as scaffolding: structural relationships established before the community has formed a view. as evidence accumulates and neurons post affirm or challenge links, the market price moves away from 0.5. the void link becomes the substrate on which the epistemic process runs.


Bayesian Truth Serum

valence IS the Bayesian Truth Serum meta-prediction. no separate submission step is needed.

BTS concept cyberlink field
first-order belief $p_i$ link creation + stake $(\tau, a)$
meta-prediction $m_i$ valence $v$
agent identity signing neuron $\nu$

the BTS score for neuron $i$:

$$s_i = D_{KL}(p_i \| \bar{m}_{-i}) - D_{KL}(p_i \| \bar{p}_{-i}) - D_{KL}(\bar{p}_{-i} \| m_i)$$

Prelec (2004) proved truthful reporting is a Bayes-Nash equilibrium: no neuron improves their expected score by misreporting either belief or meta-belief. the optimal strategy is to post what you actually believe and predict what you actually expect the collective to conclude. gaming the system produces lower expected karma than honesty.


karma as the audit trail

the accounting cycle closes through karma:

accounting step cybergraph equivalent
journal entry cyberlink posted with valence
sub-ledger update ICBS price adjusts
trial balance tri-kernel → $\phi^*$
reconciliation BTS score → karma update

karma is the accumulated record of whether your posted entries were confirmed by market settlement. consistent accurate posting builds karma; bad entries are written off. high karma amplifies future link weight through $\kappa(\nu)$ in effective adjacency, so the audit trail compounds: honest bookkeeping earns authority to post larger entries.

the compounding loop: honest valence → correct BTS prediction → karma accrues → higher $\kappa(\nu)$ → more effective weight per link → more $\phi^*$ shift per contribution → higher CYB reward.


the full truth stack

$$\text{binary} \;\to\; \text{ternary} \;\to\; \text{continuous} \;\to\; \phi^*$$

layer what type
structural link exists / doesn't binary
epistemic seed $v \in \{-1, 0, +1\}$ ternary
market ICBS price $m(\ell) \in (0,1)$ continuous
focusing focus distribution $\phi^*$ convergent

each layer requires the one below it. the market cannot initialize without the ternary seed. $\phi^*$ cannot converge without the market weights. the ternary is not redundant with the continuous layer — it is the discrete prior that the continuous layer refines.


implications for CT-0

the bivector grade of effective adjacency in CT-0 is the accumulated signed valence consensus:

$$A^{\text{eff}}_2(p, q) = f_2(m) \cdot \sum_\ell a(\ell) \cdot v(\ell) \cdot (e_p \wedge e_q)$$

where $f_2(m) = |2m - 1|$ is zero at maximum market uncertainty and one at full confidence. the bivector grade is the orientation of collective agreement: when neurons agree on valence, it accumulates; when they disagree, the opposing entries cancel. this is the double-entry property operating at the graph level — conflicting journal entries net to zero.

the bivector feeds into the wedge-augmented attention score (§7.7) and the Clifford-block MLP (§8). when all bivector grades are zero — either because all links are void-valence, or because affirm and challenge have perfectly cancelled — every Clifford term vanishes and CT-0 output is byte-identical to a scalar compile.


see valence for the field specification. see cyberlink for the full 5-tuple. see Bayesian Truth Serum for the scoring mechanism. see inversely coupled bonding surface for market mechanics. see binary topology ternary economics for the architectural principle. see CT-0 for the multivector compile.

Homonyms

tru/docs/explanations/valence
soft3/cybergraph/specs/valence
valence the fifth field of a cyberlink: $v \in \{-1, 0, +1\}$. the epistemic prediction — the neuron's forecast of where the inversely coupled bonding surface|ICBS market on this edge will converge. $$v(\ell) \in \{-1,\, 0,\, +1\}$$ | value | meaning | market prediction |…
soft3/tru/docs/terms/valence
valence the ternary epistemic field of a cyberlink: $v \in \{-1,\,0,\,+1\}$. cybergraph carries the field; tru runs the dynamics it seeds. valence is the neuron's meta-prediction, fixed at link creation, of where the inversely coupled bonding surface|ICBS market on that edge will settle — the…

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