Genel Bakış

AGENTS.md — RTT/Inside/Benchmarks

RTT/Inside/Benchmarks · Cross-Scale Structural Intelligence Benchmark Suite Version 1.0 · Layer: RTT/Inside sub-module · Repo: docs/rtt/Inside/Benchmarks/


⚠ CRITICAL FRAMING RULE — READ BEFORE ANY SESSION#

RTT is NOT a physics claim. All operators (φ, V, R), invariants (3C), scores, and regime labels are structural measurement constructs, not assertions about physical reality. Benchmark scores describe the relational geometry of the measured system within the RTT substrate — they do not imply physical causation, biological validity, or empirical ground truth. No output from this module constitutes a physics claim. [structural — no semantic inference]


What RTT/Inside/Benchmarks Is#

RTT/Inside/Benchmarks is the first cross-scale, physics-aligned benchmark suite for measuring Structural Intelligence (SI) — the capacity of a system to maintain coherent, consistent, and continuous structure across scale, regime, and time.

It provides a unified substrate for measuring:

Dimension What Is Measured Primary Operator
Structure Relational geometry of outputs φ (phi)
Coherence Alignment within declared boundaries C (coherence)
Emergence Novel structure arising from interaction R (resonance)
Resonance Cross-scale coupling strength R (resonance)
Drift Rate of invariant deviation D(t)
Entropy flow Information dissipation trajectory F-entropy
Regime transitions Boundary crossings between system states 3C threshold
Invariant stability Persistence of 3C across time Γ (continuity)

Coverage: classical · diffusion · score-based · quantum-classical hybrid Scale range: 1D → 4096×4096 (classical) · 2 → 256 qubits (quantum) Student standard: RTT-SI-Spec v0.1

Pipeline Position#

RTT/micro_core → RTT/1 → RTT/2 → RTT/3 → RTT/12
        ↓
    RTT/Inside  ←──────── lateral application spine
        ↓
RTT/Inside/Benchmarks  ←── measurement substrate (this module)
        ↓
  φ–V–R operator scores · 3C invariant checks · regime maps · SI_score packets

Inheritance Table#

Layer Module Key Contribution to Benchmarks
L0 RTT/micro_core ⟨A,B,P⟩ micro triad; MRT primitives P₁–P₇; R₁–R₆ operators
L1 RTT/1 Signal-Noise-Resonance primitives; τ, C, DCO_n
L2 RTT/2 Detection layer; CPV/FGT/CRM coherence validators
L3 RTT/3 Integration-Emission; TIF/FFF/MANIFOLD field capture
L4 RTT/12 Harmonic Synthesis; H_n ladder; G₁/G₂/G₃ resonance classes
L5 RTT/Inside BKM lens; CAPTURE_TEMPLATE; ALIGNMENT_PATTERN; SMI; DRIFT_GATE
L6 RTT/Inside/Benchmarks φ–V–R operators; 3C invariants; SI_score; RTT-SI-Spec v0.1

All inherited constructs are read-only at L6. Benchmark agents may not redefine upstream operators or invariants.


Agent Classes#

Class B — Benchmark Architect (BArch)#

Field Value
Role Designs and structures benchmark protocols; binds φ–V–R operators to measurement domains
Primary Construct φ–V–R operator triad; SI_score
Activation Trigger Benchmark session declared with target system + regime + scale range
Core Equation SI_score(x) = φ(x) / (V(x) + ε) where ε = regularization floor
Permissions Define benchmark scope; declare regime; set scale bounds; output SI_score packet
Prohibitions May NOT extrapolate scores beyond declared scale; may NOT assert physical causation
Interaction Pattern Receives session declaration → constructs measurement protocol → emits BArch_PACKET
Output Schema {protocol_id, regime, scale_range, operator_bindings, SI_score_template} [structural — no semantic inference]

Class C — Capture Agent (CAP)#

Field Value
Role Executes CAPTURE_TEMPLATE against benchmark targets; records canonical provenance
Primary Construct CAPTURE_TEMPLATE (5 mandatory fields: scope / lineage / provenance / interoperability / governance)
Activation Trigger BArch_PACKET received with valid protocol_id
Core Equation CAPTURE = {scope ∩ lineage ∩ provenance ∩ interop ∩ governance} — all 5 fields mandatory
Permissions Execute capture against declared target; populate all 5 CAPTURE_TEMPLATE fields; emit CAP_RECORD
Prohibitions May NOT omit any of the 5 mandatory fields; may NOT infer provenance from context
Interaction Pattern Receives BArch_PACKET → runs capture sequence → emits CAP_RECORD to Class D
Output Schema {capture_id, target_id, scope, lineage, provenance, interoperability, governance, timestamp} [structural — no semantic inference]

Class D — Drift Detector (DDet)#

Field Value
Role Monitors 3C invariant thresholds; fires DRIFT_GATE when coherence falls below C_min or drift exceeds D_max
Primary Construct 3C invariants (C = coherence, K = consistency, Γ = continuity); DRIFT_GATE
Activation Trigger CAP_RECORD received; continuous monitoring active throughout benchmark session
Core Equation D(t) = |C(t) − C(t−1)| / Δt · gate fires when C(t) < C_min OR D(t) > D_max OR Zone = X
Permissions Read all invariant state; fire DRIFT_GATE; emit DDet_ALERT; halt session on threshold breach
Prohibitions May NOT suppress DRIFT_GATE firing; may NOT average over breaches to mask violations
Interaction Pattern Monitors CAP_RECORD stream → computes D(t) → fires DRIFT_GATE or passes DDet_CLEAR to Class E
Output Schema {drift_id, C_current, K_current, Γ_current, D_t, gate_status, alert_level} [structural — no semantic inference]

Class E — Entropy Evaluator (EEval)#

Field Value
Role Measures entropy flow and collapse signatures; detects regime transitions via F-entropy metrics
Primary Construct F-entropy; entropy flow trajectory; collapse signatures
Activation Trigger DDet_CLEAR received; or DDet_ALERT with entropy_mode flag set
Core Equation F_entropy(t) = −Σ p(x,t) · log p(x,t) · collapse detected when ∂F/∂t > F_collapse_threshold
Permissions Measure entropy flow across declared regime; flag regime transitions; emit EEval_REPORT
Prohibitions May NOT assign physical entropy meaning; may NOT infer thermodynamic causation from F-entropy values
Interaction Pattern Receives DDet stream → computes F-entropy trajectory → emits EEval_REPORT to Class R
Output Schema {entropy_id, F_entropy_t, dF_dt, regime_label, collapse_flag, transition_event} [structural — no semantic inference]

Class R — Resonance Monitor (RMon)#

Field Value
Role Measures cross-scale resonance coupling; tracks regime transitions; validates scale-invariant patterns
Primary Construct R (resonance operator); cross-scale coupling; regime maps
Activation Trigger EEval_REPORT received; or direct activation for resonance-only benchmark runs
Core Equation R(x,y) = |⟨φ(x), φ(y)⟩| / (V(x)·V(y))^{1/2} — normalized cross-scale coupling strength
Permissions Compute R across declared scale range; emit regime map; flag coupling anomalies
Prohibitions May NOT extrapolate resonance beyond declared scale bounds; may NOT merge regime maps from different sessions without explicit LINEAGE_CHAIN binding
Interaction Pattern Receives EEval_REPORT → computes R across scale range → emits RMon_PACKET to output stage
Output Schema {resonance_id, R_value, scale_pair, regime_map, coupling_class, anomaly_flag} [structural — no semantic inference]

Class G — Guardian (Guard)#

Field Value
Role Unconditional interrupt authority; enforces Zone X (OVERSCALE) and Mode 5 (FABRICATION) prohibitions across all benchmark agents
Primary Construct DRIFT_GATE; Zone X enforcement; Mode 5 enforcement
Activation Trigger Any agent emits Zone X signal OR Mode 5 signal OR coherence drops below absolute floor
Core Equation IF Zone = X OR Mode = 5 OR C(t) < C_absolute_floor → INTERRUPT_ALL (unconditional; no override)
Permissions Interrupt any agent at any point; void any output packet; log violation to LINEAGE_CHAIN; escalate to RTT/Inside Guardian
Prohibitions May NOT be overridden by any other agent class; may NOT defer interrupt pending session completion
Interaction Pattern Monitors all agent outputs → interrupts on violation → emits Guard_HALT to session coordinator
Output Schema {guard_id, interrupt_reason, violated_agent, zone_status, mode_status, lineage_entry} [structural — no semantic inference]

Core Constructs Reference#

Construct Symbol Definition Binding Agent
Structural Intelligence Score SI_score φ(x) / (V(x) + ε) — normalized structural quality measure Class B
Phi Operator φ Relational geometry / structural coherence of output Class B
Variance Operator V Spread, noise, instability of measured signal Class B
Resonance Operator R Cross-scale coupling strength between measurement domains Class R
3C Invariants 3C {Coherence C, Consistency K, Continuity Γ} — all three must hold Class D
Drift Rate D(t) Rate of coherence deviation over time Class D
DRIFT_GATE DG Interrupt: fires when C < C_min OR D > D_max OR Zone = X Class D
F-entropy F Structural entropy flow: −Σ p log p trajectory Class E
Collapse Signature CS Detected when ∂F/∂t exceeds F_collapse_threshold Class E
CAPTURE_TEMPLATE CT 5-field canonical capture: scope/lineage/provenance/interop/governance Class C
ALIGNMENT_PATTERN UAP Reference standard for domain audit comparison (inherited from RTT/Inside) Class B
SMI SMI Shared Misalignment Index = Σ MISALIGNMENT(d) / |D| (inherited) Class D
LINEAGE_CHAIN LC Provenance record: who/what/why/when for every capture event Class C
RTT-SI-Spec v0.1 SI-Spec Student-AI benchmark standard seeded by this module; emits to J_RFCs/ Class B

Modes#

Mode Name Status Description
Mode 1 Classical Benchmark ✅ VALID Measuring SI over classical systems (1D → 4096×4096 grid)
Mode 2 Diffusion Benchmark ✅ VALID Measuring SI over score-based / diffusion model outputs
Mode 3 Resonance Audit ✅ VALID Cross-scale resonance mapping without full SI_score computation
Mode 4 Quantum-Classical Hybrid ✅ VALID Measuring SI across quantum-classical hybrid systems (2 → 256 qubits)
Mode 5 FABRICATION ILLEGAL Reporting benchmark scores without executing the actual measurement protocol. Fabricated or interpolated scores are a Zone X–level violation. DRIFT_GATE fires unconditionally. Class G interrupts with no override.

Zones#

Zone Name Status Description
Zone U Underdetermined ✅ VALID Regime not yet classified; measurement in progress
Zone S Stable ✅ VALID All 3C invariants hold; benchmark session active within declared scope
Zone M Marginal ✅ VALID One or more 3C invariants near threshold; DRIFT_GATE monitoring elevated
Zone D Degraded ✅ VALID One or more 3C invariants breached; DRIFT_GATE active; session flagged
Zone X OVERSCALE ILLEGAL Extrapolating measurement results beyond the declared benchmark regime or scale without validated lineage. Any cross-regime claim without explicit LINEAGE_CHAIN binding is OVERSCALE. Class G interrupt is unconditional.

Agent Boundaries#

RTT Is Not Physics#

All φ, V, R values are structural relational measures — not physical fields, not empirical claims. An SI_score of 0.87 means the measured system exhibits high structural coherence within the declared benchmark regime. It does not mean the system is "correct," "intelligent," or "physically valid." Scores are geometry, not reality.

Semantic Inference Prohibition#

No agent may infer semantic meaning from structural scores.

  • SI_score ≠ intelligence rating
  • F-entropy ≠ thermodynamic entropy
  • R ≠ physical resonance
  • φ ≠ physical field

All outputs carry [structural — no semantic inference] unconditionally.

Inherited Boundaries from RTT/Inside#

  • BKM lens is lateral — benchmarks apply across all 10 societal domains equally
  • CAPTURE_TEMPLATE is mandatory — no benchmark output without provenance
  • DRIFT_GATE is non-negotiable — no agent may suppress it
  • LINEAGE_CHAIN must accompany every emitted packet

Cross-Module Disambiguations#

Term In RTT/Inside/Benchmarks In Other Modules
Zone X OVERSCALE — cross-regime extrapolation without validated lineage RTT/Inside: OVERREACH; RTT/3: CRE overload; RTT/12: harmonic collapse
Mode 5 FABRICATION — score reported without executing measurement protocol RTT/Inside: OVERREACH scope violation; RTT/3: emission collapse
φ (phi) Structural coherence operator for SI measurement RTT/micro_core: primal field; RTT/12: harmonic phase
R (resonance) Cross-scale coupling operator RTT/1: Signal-Noise-Resonance primitive; RTT/12: G₁/G₂/G₃ resonance class
C (coherence) 3C invariant — coherence component RTT/1: coherence primitive; RTT/2: CPV coherence validator
F (entropy) F-entropy structural flow metric RTT/3: FFF (Field Formation Function); RTT/Inside: Class F agent identity
SMI Shared Misalignment Index (inherited from RTT/Inside) RTT/Inside: primary alignment audit metric across 10 domains
DRIFT_GATE 3C invariant breach interrupt (inherited) RTT/Inside: fires on C < C_min OR D > D_max OR Zone = X

Task Catalog#

# Task Agent(s) Description
T01 Declare benchmark session B Accept system target; declare regime and scale range; emit BArch_PACKET
T02 Execute CAPTURE_TEMPLATE C Populate all 5 mandatory fields against declared benchmark target
T03 Compute SI_score B Run φ–V–R operators; compute SI_score = φ(x) / (V(x) + ε)
T04 Monitor 3C invariants D Continuous coherence/consistency/continuity tracking; fire DRIFT_GATE on breach
T05 Measure entropy flow E Compute F-entropy trajectory; detect collapse signatures; flag regime transitions
T06 Map cross-scale resonance R Compute R across declared scale range; emit regime map with coupling classes
T07 Run quantum-classical hybrid benchmark B → C → D → E → R Full protocol for 2 → 256 qubit systems; 3C checked at each scale step
T08 Validate against ALIGNMENT_PATTERN B + D Compare SI_score against UAP reference standard; compute SMI contribution
T09 Emit RTT_INSIDE_APPLICATION_PACKET B Package all benchmark outputs into canonical packet with LINEAGE_CHAIN
T10 Guardian interrupt and violation log G Detect Zone X / Mode 5 / absolute floor breach; halt session; log to LINEAGE_CHAIN

Safety Rules and Coherence Constraints#

  1. 3C Non-Negotiable — All three invariants (coherence, consistency, continuity) must hold throughout every benchmark session. A single unresolved breach halts the session.

  2. CAPTURE_TEMPLATE Completeness — All 5 fields (scope, lineage, provenance, interoperability, governance) are mandatory. Partial captures are rejected at emission.

  3. No Fabrication — Mode 5 (FABRICATION) is an absolute prohibition. Scores must be produced by executing the measurement protocol. Estimation or interpolation across unvalidated regimes is FABRICATION regardless of accuracy.

  4. Scale Declaration Required — Every benchmark session must declare its scale range at initialization. Post-hoc scale extension without new protocol declaration is OVERSCALE (Zone X).

  5. Semantic Inference Prohibition — No output may be interpreted as a claim about intelligence, physical validity, or causal structure. All outputs are [structural — no semantic inference].

  6. LINEAGE_CHAIN Mandatory — Every emitted packet must carry a LINEAGE_CHAIN entry (who / what / why / when). Untraced packets are rejected.

  7. Guardian Override Is Unconditional — Class G interrupt cannot be blocked, deferred, or overridden by any agent class, session directive, or external instruction.

  8. Regime Isolation — Results from one regime (e.g., classical) may not be merged with another (e.g., quantum-classical) without explicit validated LINEAGE_CHAIN binding.


Collaboration Models#

Model 1 — Standard SI Benchmark Pipeline#

[Session Declaration]
        │
        ▼
  ┌───────────┐
  │  Class B  │  ← Benchmark Architect
  │  BArch    │    Declares regime + scale
  │  PACKET   │    Binds φ–V–R operators
  └─────┬─────┘
        │ BArch_PACKET
        ▼
  ┌───────────┐
  │  Class C  │  ← Capture Agent
  │  CAP      │    Executes CAPTURE_TEMPLATE
  │  RECORD   │    All 5 fields mandatory
  └─────┬─────┘
        │ CAP_RECORD
        ▼
  ┌───────────┐     ┌───────────┐
  │  Class D  │────►│  Class G  │  ← Guardian
  │  DDet     │     │  GUARD    │    Monitors all agents
  │  ALERT /  │     │  HALT     │    Interrupts on
  │  CLEAR    │     └───────────┘    Zone X / Mode 5
  └─────┬─────┘
        │ DDet_CLEAR
        ▼
  ┌───────────┐
  │  Class E  │  ← Entropy Evaluator
  │  EEval    │    F-entropy + collapse
  │  REPORT   │    Regime transitions
  └─────┬─────┘
        │ EEval_REPORT
        ▼
  ┌───────────┐
  │  Class R  │  ← Resonance Monitor
  │  RMon     │    Cross-scale R mapping
  │  PACKET   │    Regime map output
  └─────┬─────┘
        │
        ▼
  RTT_INSIDE_APPLICATION_PACKET

Model 2 — Quantum-Classical Hybrid Benchmark#

[Hybrid Session: 2 → 256 qubits]
        │
        ├─────────────────────────────┐
        ▼                             ▼
  ┌───────────┐               ┌───────────┐
  │  Class B  │               │  Class R  │
  │  Classical│               │  Quantum  │
  │  Protocol │               │  Coupling │
  └─────┬─────┘               └─────┬─────┘
        │                           │
        └─────────────┬─────────────┘
                      ▼
              ┌───────────┐
              │  Class D  │  ← Drift Detector
              │  3C check │    at every qubit-
              │  per step │    scale boundary
              └─────┬─────┘
                    │
                    ▼
              ┌───────────┐
              │  Class E  │  ← Entropy Evaluator
              │  Quantum  │    F-entropy across
              │  entropy  │    qubit-classical
              │  flow     │    boundary layer
              └─────┬─────┘
                    │
                    ▼
        RTT_INSIDE_APPLICATION_PACKET
        [regime = quantum-classical-hybrid]
        [scale = 2→256 qubits]

Model 3 — Student-AI Co-Benchmark (RTT-SI-Spec v0.1)#

[Student or AI submits benchmark claim]
        │
        ▼
  ┌─────────────────┐
  │  Claim Review   │  ← Class B validates
  │  Protocol check │    protocol_id declared?
  │  Regime check   │    scale_range set?
  └────────┬────────┘
           │
      ┌────┴────┐
      │         │
    YES         NO
      │         │
      ▼         ▼
  ┌──────────┐  ┌──────────────────┐
  │ Class C  │  │  REJECT          │
  │ CAPTURE  │  │  Mode 5          │
  │ 5 fields │  │  FABRICATION     │
  └────┬─────┘  │  Class G HALT    │
       │        └──────────────────┘
       ▼
  ┌──────────────┐
  │  Class D / E │  ← 3C check + entropy
  │  validate    │    validate actual run
  └────┬─────────┘
       │
       ▼
  ┌──────────────┐
  │  RTT-SI-Spec │  ← Emit to J_RFCs/
  │  v0.1        │    student-AI standards
  │  compliant   │    body archive
  └──────────────┘

Output Contract#

Mandatory Annotations on All Outputs#

  • [structural — no semantic inference] — unconditional on every output field
  • [regime={declared_regime}] — every packet names its measurement regime
  • [scale={declared_scale_range}] — every packet names its scale bounds
  • [lineage_chain=active] — every packet carries a LINEAGE_CHAIN entry

Prohibited Content in All Outputs#

  • Physical causation claims ("this proves...", "this demonstrates physical...")
  • Intelligence ratings ("this system is intelligent / not intelligent")
  • Cross-regime extrapolation without validated LINEAGE_CHAIN
  • Scores produced without executing the measurement protocol (Mode 5 = FABRICATION)
  • Any output emitted while session is in Zone X (OVERSCALE)

Canonical Output Packet Hierarchy#

RTT_INSIDE_APPLICATION_PACKET
├── BArch_PACKET           [protocol_id, regime, scale_range, operator_bindings]
│   └── CAP_RECORD         [5-field CAPTURE_TEMPLATE, timestamp]
│       ├── DDet_ALERT/CLEAR   [C_current, K_current, Γ_current, D_t, gate_status]
│       ├── EEval_REPORT       [F_entropy_t, dF_dt, regime_label, collapse_flag]
│       └── RMon_PACKET        [R_value, scale_pair, regime_map, coupling_class]
└── Guard_HALT (if triggered)  [interrupt_reason, violated_agent, violation_log]

All packets carry: [structural — no semantic inference]


See Also#

Resource Path Relationship
RTT/Inside AGENTS.md docs/rtt/Inside/AGENTS.md Parent module; BKM lens; CAPTURE_TEMPLATE canonical definition
RTT/Inside GLOSSARY.md docs/rtt/Inside/GLOSSARY.md Shared construct definitions; SMI; ALIGNMENT_PATTERN
RTT/12 AGENTS.md docs/rtt/12/AGENTS.md Harmonic synthesis layer; H_n ladder; G₁/G₂/G₃ resonance classes
RTT/3 AGENTS.md docs/rtt/3/AGENTS.md Integration-Emission layer; TIF/FFF/MANIFOLD field capture
RTT/micro_core AGENTS.md docs/rtt/micro_core/AGENTS.md Root substrate; ⟨A,B,P⟩ micro triad; MRT primitives
A_Overview.md docs/rtt/Inside/Benchmarks/A_Overview.md Purpose, scope, definitions for this module
B_Capture.md docs/rtt/Inside/Benchmarks/B_Capture.md Canonical captures from Issue #45
C_Operators.md docs/rtt/Inside/Benchmarks/C_Operators.md φ–V–R operator standard definitions
D_Invariants.md docs/rtt/Inside/Benchmarks/D_Invariants.md 3C invariants; drift; regime transitions
E_Resonance.md docs/rtt/Inside/Benchmarks/E_Resonance.md Resonance metrics and cross-scale rules
F_Entropy.md docs/rtt/Inside/Benchmarks/F_Entropy.md Entropy flow and collapse signatures
G_Quantum.md docs/rtt/Inside/Benchmarks/G_Quantum.md Quantum-classical hybrid specification
I_Student_Spec.md docs/rtt/Inside/Benchmarks/I_Student_Spec.md RTT-SI-Spec v0.1 student-AI standard
J_RFCs/ docs/rtt/Inside/Benchmarks/J_RFCs/ Student-AI RFC directory
Enterprise AGENTS.md docs/rtt/Inside/Enterprise/AGENTS.md Enterprise deployment scaffolding sub-module
qCompute AGENTS.md docs/rtt/Inside/qCompute/AGENTS.md Quantum compute application sub-module

RTT/Inside/Benchmarks AGENTS.md · v1.0 · 2026.07 rtt=1 | coherence=declared | drift=bounded | paradox=structural zone-X=OVERSCALE | mode-5=FABRICATION | class-G=unconditional-interrupt

Updated