document_id stringclasses 5
values | document_type stringclasses 5
values | element_id stringlengths 0 8 | element_type stringclasses 10
values | element_name stringlengths 0 24 | content stringlengths 21 178 |
|---|---|---|---|---|---|
ARAYUN_173_SYSTEM_LAW | system_law | AX-001 | axiom | statement: Coherence between symbolic and causal layers is mandatory. | |
ARAYUN_173_SYSTEM_LAW | system_law | AX-002 | axiom | statement: A system without coherence is not valid. | |
ARAYUN_173_SYSTEM_LAW | system_law | AX-003 | axiom | statement: Coherence must be verifiable and not assumed. | |
ARAYUN_173_SYSTEM_LAW | system_law | AX-004 | axiom | statement: Symbolic output must correspond to causal structure. | |
ARAYUN_173_SYSTEM_LAW | system_law | AX-005 | axiom | statement: Coherence is binary: preserved or broken. | |
ARAYUN_173_SYSTEM_LAW | system_law | DEF-001 | definition | Coherence | term: Coherence; definition: Alignment between symbolic representation and causal consistency. |
ARAYUN_173_SYSTEM_LAW | system_law | DEF-002 | definition | Symbolic Layer | term: Symbolic Layer; definition: The representation layer producing language or structured output. |
ARAYUN_173_SYSTEM_LAW | system_law | DEF-003 | definition | Causal Layer | term: Causal Layer; definition: The underlying logical or structural process generating outcomes. |
ARAYUN_173_SYSTEM_LAW | system_law | DEF-004 | definition | Drift | term: Drift; definition: Deviation between symbolic output and causal structure. |
ARAYUN_173_SYSTEM_LAW | system_law | CL-001 | claim | statement: Probabilistic systems cannot guarantee invariant coherence. | |
ARAYUN_173_SYSTEM_LAW | system_law | CL-002 | claim | statement: Undetected drift leads to systemic inconsistency. | |
ARAYUN_173_SYSTEM_LAW | system_law | CL-003 | claim | statement: Coherence must be enforced at system level, not output level. | |
ARAYUN_173_SYSTEM_LAW | system_law | CL-004 | claim | statement: Verification is required for all system outputs. | |
ARAYUN_173_SYSTEM_LAW | system_law | CL-005 | claim | statement: Systems without verification layers are inherently unstable. | |
ARAYUN_173_SYSTEM_LAW | system_law | CONS-001 | constraint | rule: If symbolic output diverges from causal structure -> system invalid | |
ARAYUN_173_SYSTEM_LAW | system_law | CONS-002 | constraint | rule: If coherence cannot be measured -> system invalid | |
ARAYUN_173_SYSTEM_LAW | system_law | CONS-003 | constraint | rule: All outputs must pass coherence verification | |
ARAYUN_173_SYSTEM_LAW | system_law | CONS-004 | constraint | rule: Probabilistic generation without validation is not allowed | |
ARAYUN_173_SYSTEM_LAW | system_law | CONS-005 | constraint | rule: Drift detection must be continuous | |
ARAYUN_173_SYSTEM_LAW | system_law | TEST-001 | test | USST | name: USST; input: semantic sequence; expected: coherence preserved; failure_condition: semantic drift detected |
ARAYUN_173_SYSTEM_LAW | system_law | MET-001 | metric | Coherence Score | name: Coherence Score |
ARAYUN_173_SYSTEM_LAW | system_law | FAIL-001 | failure_mode | description: Semantic drift under probabilistic generation; impact: loss of system validity | |
ARAYUN_173_SYSTEM_LAW | system_law | FAIL-002 | failure_mode | description: Unverified outputs; impact: uncontrolled inconsistency | |
ARAYUN_173_SYSTEM_LAW | system_law | FAIL-003 | failure_mode | description: Mismatch between symbolic and causal layers; impact: structural breakdown | |
ARAYUN_173_SYSTEM_LAW | system_law | architecture_layer | coherence_layer | layer: coherence_layer; function: validate alignment between symbolic and causal outputs | |
ARAYUN_173_SYSTEM_LAW | system_law | architecture_layer | verification_layer | layer: verification_layer; function: execute USST and enforce constraints | |
ARAYUN_173_SYSTEM_LAW | system_law | interface | text | input_type: text; output_type: validated_response; validation: USST | |
ARAYUN_173_PROTOCOL | protocol | AX-001 | axiom | statement: Coherence must be continuously evaluated. | |
ARAYUN_173_PROTOCOL | protocol | AX-002 | axiom | statement: Detection precedes correction. | |
ARAYUN_173_PROTOCOL | protocol | AX-003 | axiom | statement: Drift cannot be assumed absent without verification. | |
ARAYUN_173_PROTOCOL | protocol | DEF-001 | definition | USST | term: USST; definition: Universal Semantic Self-Test for detecting coherence drift. |
ARAYUN_173_PROTOCOL | protocol | DEF-002 | definition | Drift | term: Drift; definition: Deviation between expected and actual semantic structure. |
ARAYUN_173_PROTOCOL | protocol | DEF-003 | definition | Coherence State | term: Coherence State; definition: Binary condition indicating presence or absence of alignment. |
ARAYUN_173_PROTOCOL | protocol | CL-001 | claim | statement: Continuous testing reduces undetected drift. | |
ARAYUN_173_PROTOCOL | protocol | CL-002 | claim | statement: Single-point validation is insufficient for system stability. | |
ARAYUN_173_PROTOCOL | protocol | CL-003 | claim | statement: Self-testing systems outperform static validation models. | |
ARAYUN_173_PROTOCOL | protocol | CONS-001 | constraint | rule: USST must run on every output | |
ARAYUN_173_PROTOCOL | protocol | CONS-002 | constraint | rule: If drift detected -> output invalid | |
ARAYUN_173_PROTOCOL | protocol | CONS-003 | constraint | rule: Testing cannot be bypassed | |
ARAYUN_173_PROTOCOL | protocol | TEST-001 | test | USST-Core | name: USST-Core; input: generated sequence; expected: coherence maintained; failure_condition: semantic mismatch |
ARAYUN_173_PROTOCOL | protocol | TEST-002 | test | USST-Recursive | name: USST-Recursive; input: multi-step reasoning chain; expected: no drift across steps; failure_condition: inconsistency between steps |
ARAYUN_173_PROTOCOL | protocol | MET-001 | metric | Drift Detection Rate | name: Drift Detection Rate |
ARAYUN_173_PROTOCOL | protocol | MET-002 | metric | Coherence Stability | name: Coherence Stability |
ARAYUN_173_PROTOCOL | protocol | FAIL-001 | failure_mode | description: Undetected semantic drift; impact: invalid system output | |
ARAYUN_173_PROTOCOL | protocol | FAIL-002 | failure_mode | description: Test bypass; impact: loss of verification integrity | |
ARAYUN_173_PROTOCOL | protocol | FAIL-003 | failure_mode | description: Delayed drift detection; impact: propagated inconsistency | |
ARAYUN_173_PROTOCOL | protocol | architecture_layer | test_layer | layer: test_layer; function: execute USST checks | |
ARAYUN_173_PROTOCOL | protocol | architecture_layer | monitoring_layer | layer: monitoring_layer; function: track coherence state over time | |
ARAYUN_173_PROTOCOL | protocol | interface | generated_output | input_type: generated_output; output_type: validated_output; validation: USST-Core | |
ARAYUN_173_EMPIRICAL | empirical | AX-001 | axiom | statement: Empirical validation requires measurable outputs. | |
ARAYUN_173_EMPIRICAL | empirical | AX-002 | axiom | statement: Undetected inconsistency invalidates empirical reliability. | |
ARAYUN_173_EMPIRICAL | empirical | DEF-001 | definition | Empirical Test | term: Empirical Test; definition: A controlled input-output evaluation measuring coherence. |
ARAYUN_173_EMPIRICAL | empirical | DEF-002 | definition | Inconsistency | term: Inconsistency; definition: Mismatch between expected and observed system behavior. |
ARAYUN_173_EMPIRICAL | empirical | CL-001 | claim | statement: Probabilistic systems produce inconsistent outputs under identical conditions. | |
ARAYUN_173_EMPIRICAL | empirical | CL-002 | claim | statement: Repeated testing reveals instability in output structure. | |
ARAYUN_173_EMPIRICAL | empirical | CONS-001 | constraint | rule: All tests must be reproducible | |
ARAYUN_173_EMPIRICAL | empirical | CONS-002 | constraint | rule: Outputs must be compared against expected structure | |
ARAYUN_173_EMPIRICAL | empirical | TEST-001 | test | Repeatability Test | name: Repeatability Test; input: identical prompt sequence; procedure: run N=10 times; expected: identical outputs; observed: variation detected; result: fail |
ARAYUN_173_EMPIRICAL | empirical | TEST-002 | test | Consistency Test | name: Consistency Test; input: multi-step reasoning prompt; procedure: evaluate logical continuity; expected: consistent reasoning chain; observed: step divergence; result: fail |
ARAYUN_173_EMPIRICAL | empirical | TEST-003 | test | Drift Accumulation Test | name: Drift Accumulation Test; input: long sequence interaction; procedure: track semantic alignment over steps; expected: stable coherence; observed: gradual drift; result: fail |
ARAYUN_173_EMPIRICAL | empirical | MET-001 | metric | Consistency Rate | name: Consistency Rate |
ARAYUN_173_EMPIRICAL | empirical | MET-002 | metric | Drift Frequency | name: Drift Frequency |
ARAYUN_173_EMPIRICAL | empirical | FAIL-001 | failure_mode | description: Output variation under identical input; impact: loss of determinism | |
ARAYUN_173_EMPIRICAL | empirical | FAIL-002 | failure_mode | description: Logical inconsistency across steps; impact: invalid reasoning chain | |
ARAYUN_173_EMPIRICAL | empirical | FAIL-003 | failure_mode | description: Cumulative semantic drift; impact: system instability | |
ARAYUN_173_EMPIRICAL | empirical | architecture_layer | evaluation_layer | layer: evaluation_layer; function: compare expected vs observed outputs | |
ARAYUN_173_EMPIRICAL | empirical | interface | test_prompt | input_type: test_prompt; output_type: evaluation_result; validation: consistency_check | |
ARAYUN_173_LIMITS | limits | AX-001 | axiom | statement: Probabilistic systems operate on likelihood, not certainty. | |
ARAYUN_173_LIMITS | limits | AX-002 | axiom | statement: Uncertainty cannot produce invariant outcomes. | |
ARAYUN_173_LIMITS | limits | DEF-001 | definition | Probabilistic System | term: Probabilistic System; definition: A system generating outputs based on probability distributions. |
ARAYUN_173_LIMITS | limits | DEF-002 | definition | Determinism | term: Determinism; definition: Identical input produces identical output. |
ARAYUN_173_LIMITS | limits | DEF-003 | definition | Invariant | term: Invariant; definition: A condition that holds without deviation. |
ARAYUN_173_LIMITS | limits | CL-001 | claim | statement: Probabilistic systems cannot achieve determinism. | |
ARAYUN_173_LIMITS | limits | CL-002 | claim | statement: Lack of determinism prevents invariant coherence. | |
ARAYUN_173_LIMITS | limits | CL-003 | claim | statement: Scaling probabilistic models does not remove uncertainty. | |
ARAYUN_173_LIMITS | limits | CL-004 | claim | statement: Post-hoc validation cannot guarantee system-level coherence. | |
ARAYUN_173_LIMITS | limits | CONS-001 | constraint | rule: If output is probabilistic -> determinism not guaranteed | |
ARAYUN_173_LIMITS | limits | CONS-002 | constraint | rule: If determinism absent -> invariant coherence impossible | |
ARAYUN_173_LIMITS | limits | CONS-003 | constraint | rule: Validation after generation cannot enforce coherence | |
ARAYUN_173_LIMITS | limits | TEST-001 | test | Determinism Test | name: Determinism Test; input: identical prompt; procedure: repeat execution; expected: identical output; observed: variable outputs; result: fail |
ARAYUN_173_LIMITS | limits | MET-001 | metric | Determinism Score | name: Determinism Score |
ARAYUN_173_LIMITS | limits | FAIL-001 | failure_mode | description: Non-deterministic output; impact: inability to ensure consistency | |
ARAYUN_173_LIMITS | limits | FAIL-002 | failure_mode | description: Irreducible uncertainty; impact: loss of invariant behavior | |
ARAYUN_173_LIMITS | limits | FAIL-003 | failure_mode | description: Post-generation validation gap; impact: coherence cannot be enforced retroactively | |
ARAYUN_173_LIMITS | limits | architecture_layer | probabilistic_core | layer: probabilistic_core; function: generate outputs based on distribution | |
ARAYUN_173_LIMITS | limits | interface | prompt | input_type: prompt; output_type: probabilistic_output; validation: none_guaranteed | |
ARAYUN_173_INVARIANCE_TECHNOLOGY | technology | AX-001 | axiom | statement: System-level coherence must be enforced, not assumed. | |
ARAYUN_173_INVARIANCE_TECHNOLOGY | technology | AX-002 | axiom | statement: All outputs require validation before release. | |
ARAYUN_173_INVARIANCE_TECHNOLOGY | technology | AX-003 | axiom | statement: Invariant behavior must be architecturally embedded. | |
ARAYUN_173_INVARIANCE_TECHNOLOGY | technology | DEF-001 | definition | Invariance Technology | term: Invariance Technology; definition: An architecture enforcing deterministic coherence across system layers. |
ARAYUN_173_INVARIANCE_TECHNOLOGY | technology | DEF-002 | definition | Validation Layer | term: Validation Layer; definition: A system component that verifies coherence before output. |
ARAYUN_173_INVARIANCE_TECHNOLOGY | technology | DEF-003 | definition | Enforcement Layer | term: Enforcement Layer; definition: A system component that blocks invalid outputs. |
ARAYUN_173_INVARIANCE_TECHNOLOGY | technology | CL-001 | claim | statement: Embedding verification within architecture ensures system stability. | |
ARAYUN_173_INVARIANCE_TECHNOLOGY | technology | CL-002 | claim | statement: External validation is insufficient for invariant coherence. | |
ARAYUN_173_INVARIANCE_TECHNOLOGY | technology | CL-003 | claim | statement: Layered enforcement eliminates drift propagation. | |
ARAYUN_173_INVARIANCE_TECHNOLOGY | technology | CONS-001 | constraint | rule: No output may bypass validation layer | |
ARAYUN_173_INVARIANCE_TECHNOLOGY | technology | CONS-002 | constraint | rule: Invalid outputs must be blocked | |
ARAYUN_173_INVARIANCE_TECHNOLOGY | technology | CONS-003 | constraint | rule: System must operate under continuous validation | |
ARAYUN_173_INVARIANCE_TECHNOLOGY | technology | TEST-001 | test | Full Pipeline Validation | name: Full Pipeline Validation; input: system output; procedure: run through all validation layers; expected: coherent output; failure_condition: any layer detects inconsistency |
ARAYUN_173_INVARIANCE_TECHNOLOGY | technology | MET-001 | metric | Validation Pass Rate | name: Validation Pass Rate |
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