[ INFERENCE ENGINE ]

reasoner.dev

A reasoning engine for structured inference, deductive logic, and machine cognition.

v 2.4.1 build :: stable latency :: 12ms
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SECTION 01 :: LOGIC CHAIN

Reasoning, step by step.

  1. 01 PREMISE

    Inputs are typed propositions.

    Reasoner accepts well-formed assertions as first-order objects. Every claim carries a provenance, a truth-value envelope, and a confidence weight. Nothing is implicit; nothing is unsigned.

    premise(p) :: { value: T, weight: 0.92, source: ctx-04 }
  2. 02 DERIVATION

    Inferences are explicit transitions.

    Each derivation is recorded as a discrete edge in the inference graph. Modus ponens, abduction, and counterfactual moves are tagged. The trace is auditable end-to-end, every step replayable.

    step(p, q) :: rule = modus_ponens, gain = +0.34
  3. 03 CONSTRAINT

    Contradictions surface immediately.

    A constraint propagator marks any branch whose conjunction collapses. Conflicting claims are highlighted with their shortest derivation path, so the engineer can intervene before the chain grows further.

    conflict(p, !p) :: depth = 4, branch = b-17
  4. 04 REIFICATION

    Conclusions are first-class artifacts.

    A finished derivation isn't a string. It's a structured object: hypothesis, supporting graph, weight, dissenting branches. Conclusions can be cited, composed, and re-entered as premises in higher-order reasoning.

    conclude(c) :: graph = g-204, dissent = 2
  5. 05 REPLAY

    The chain is reproducible.

    Given the same premises and rule set, the engine produces the same derivation. Chains are deterministic by default; stochastic moves are explicit and seeded. Reproducibility is a contract, not a hope.

    replay(g-204) :: drift = 0.000, parity = OK
  6. 06 EXTENSION

    Custom rules compose cleanly.

    Domain-specific inference rules attach as plugins. A legal-reasoning kernel, a constraint-satisfaction solver, and a probabilistic-programming runtime can coexist on the same graph without leaking through each other's abstractions.

    extend(rules) :: {legal, csp, ppl} :: ok
SECTION 02 :: ARCHITECTURE

A graph of cooperating subsystems.

FIG. 02 :: REASONER CORE TOPOLOGY SHEET 1 OF 1
SAPPHIRE :: deductive EMERALD :: probabilistic AMETHYST :: constraint