L07 — Atom Browser
L01 (57)
L02 (42)
L03 (103)
L04 (36)
L05 (103)
L06 (56)
L07 (44)
L08 (40)
MP01 (61)
MP02 (32)
MP03 (65)
MP04 (48)
MP05 (68)
MP06 (45)
44 Atoms
| ID | Name | Family | Definition | File |
|---|---|---|---|---|
L07-A-ASM-AMBIGUITY-GAUGE |
Assessment ambiguity gauge | ASM | A Layer 7 governance atom that detects excessive ambiguity in assessment measurements. This atom consumes trigger events from Layer 6 (Assessment) indicating measurement confidence intervals exceed to | L07-A-ASM-AMBIGUITY-GAUGE.json |
L07-A-ASM-HARM-GAUGE |
Assessment feedback harm risk gauge | ASM | A Layer 7 governance atom that detects risk of psychological harm from assessment feedback. This atom consumes trigger events from Layer 6 indicating predicted negative affect from feedback exceeds sa | L07-A-ASM-HARM-GAUGE.json |
L07-A-ASM-VALIDITY-GAUGE |
Assessment validity risk gauge | ASM | A Layer 7 governance atom that detects validity threats in assessments due to context drift or differential item functioning (DIF). This atom consumes trigger events from Layer 6 and cross-layer signa | L07-A-ASM-VALIDITY-GAUGE.json |
L07-A-CTX-AMBIGUITY-GAUGE |
Contextual ambiguity persistence gauge | CTX | A Layer 7 governance atom that measures persistent ambiguity in context classification from Layer 3. This atom consumes trigger events indicating that classification entropy remains above threshold fo | L07-A-CTX-AMBIGUITY-GAUGE.json |
L07-A-CTX-DRIFT-GAUGE |
Context drift detection gauge | CTX | A Layer 7 governance atom that measures statistical distance between current context vectors and baseline, detecting context drift that may invalidate learned models. This atom consumes trigger events | L07-A-CTX-DRIFT-GAUGE.json |
L07-A-CTX-POLICY-GAUGE |
Policy interpretation gap gauge | CTX | A Layer 7 governance atom that detects gaps in policy interpretation where the L3 Policy Engine cannot determine how institutional policies apply to a specific situation. This atom consumes trigger ev | L07-A-CTX-POLICY-GAUGE.json |
L07-A-CTX-SEMANTICS-GAUGE |
Cultural semantics underdetermination gauge | CTX | A Layer 7 governance atom that detects cases where data patterns are clear but cultural or semantic meaning is underdetermined. This atom consumes trigger events from Layer 3 indicating meaning_risk f | L07-A-CTX-SEMANTICS-GAUGE.json |
L07-A-EPI-ANOMALY-GAUGE |
Epistemic anomaly persistence gauge | EPI | A Layer 7 governance atom that measures the persistence of unexplained variance (anomalies) in learning theory models. This atom consumes trigger events from Layer 1 (Learning Theories) and emits a no | L07-A-EPI-ANOMALY-GAUGE.json |
L07-A-EPI-BLINDSPOT-GAUGE |
Epistemic instrumentation blindspot gauge | EPI | A Layer 7 governance atom that detects when critical data required for reliable inference is missing or unavailable (instrumentation blindspots). This atom consumes triggers indicating data missingnes | L07-A-EPI-BLINDSPOT-GAUGE.json |
L07-A-EPI-PREDICTION-GAUGE |
Epistemic prediction failure gauge | EPI | A Layer 7 governance atom that measures monotonic calibration error trends in learning theory predictions. This atom consumes trigger events indicating accumulated prediction failures and emits a non- | L07-A-EPI-PREDICTION-GAUGE.json |
L07-A-EPI-THEORY-GAUGE |
Epistemic theory conflict gauge | EPI | A Layer 7 governance atom that detects contradictions between theoretical predictions and empirical observations. This atom consumes triggers from Layer 8 (Strategic Foresight) and Compound Layer sign | L07-A-EPI-THEORY-GAUGE.json |
L07-A-ETH-CONFLICT-GAUGE |
Ethical conflict infeasibility gauge | ETH | A Layer 7 governance atom that detects infeasible constraint sets from ethical conflict resolution. This atom consumes trigger events from Layer 4 (Ethical Core) and cross-layer signals indicating the | L07-A-ETH-CONFLICT-GAUGE.json |
L07-A-ETH-NOVELTY-GAUGE |
Ethical novelty coverage gauge | ETH | A Layer 7 governance atom that detects ethical situations with no applicable rules (unknown unknowns). This atom consumes trigger events from Layer 4 indicating events tagged with rule_coverage=none, | L07-A-ETH-NOVELTY-GAUGE.json |
L07-A-ETH-PROPORTIONALITY-GAUGE |
Proportionality uncertainty gauge | ETH | A Layer 7 governance atom that detects unbounded risk in harm probability distributions. This atom consumes trigger events from Layer 4 indicating proportionality uncertainty where harm distributions | L07-A-ETH-PROPORTIONALITY-GAUGE.json |
L07-A-ETH-STAKES-GAUGE |
High stakes escalation gauge | ETH | A Layer 7 governance atom that detects high-stakes situations requiring mandatory human oversight. This atom consumes trigger events from Layer 6 (Assessment) indicating situations tagged as irreversi | L07-A-ETH-STAKES-GAUGE.json |
L07-A-INT-ESCALATION-GAUGE |
Multi-uncertainty saturation gauge | INT | A Layer 7 governance atom that detects system-wide uncertainty saturation. This atom consumes cross-layer trigger events indicating >50% of subsystems report active triggers, representing system panic | L07-A-INT-ESCALATION-GAUGE.json |
L07-A-INT-INCOHERENCE-GAUGE |
Multi-signal incoherence gauge | INT | A Layer 7 governance atom that detects unresolvable conflicts in cross-layer signal graphs. This atom consumes cross-layer trigger events indicating graph cycle detection, meaning multiple layers emit | L07-A-INT-INCOHERENCE-GAUGE.json |
L07-A-PED-DEADLOCK-GAUGE |
Pedagogical objective tradeoff deadlock gauge | PED | A Layer 7 governance atom that detects deadlocks in multi-objective pedagogical optimization. This atom consumes trigger events from Layer 5 indicating the objective function returns non-dominated sol | L07-A-PED-DEADLOCK-GAUGE.json |
L07-A-PED-INNOVATION-GAUGE |
Pedagogical innovation requirement gauge | PED | A Layer 7 governance atom that detects situations requiring pedagogical innovation beyond the system's strategy library. This atom consumes trigger events from Layer 5 indicating strategy_match=none, | L07-A-PED-INNOVATION-GAUGE.json |
L07-A-PED-MODALITY-GAUGE |
Modality mismatch persistence gauge | PED | A Layer 7 governance atom that detects exhaustion of available modalities. This atom consumes trigger events from Layer 5 indicating attempted_modalities set equals available_modalities set, meaning a | L07-A-PED-MODALITY-GAUGE.json |
L07-A-PED-OPTIMISATION-GAUGE |
Pedagogical optimization plateau gauge | PED | A Layer 7 governance atom that detects optimization plateaus in pedagogical interventions. This atom consumes trigger events from Layer 5 (Modalities) indicating sequential interventions where perform | L07-A-PED-OPTIMISATION-GAUGE.json |
L07-A-STR-IMPACT-GAUGE |
Societal impact risk gauge | STR | A Layer 7 governance atom that detects societal-level risks from system deployment. This atom consumes trigger events from Layer 8 indicating flags for displacement_risk or inequity_amplification, req | L07-A-STR-IMPACT-GAUGE.json |
L07-A-STR-UNCERTAINTY-GAUGE |
Strategic deep uncertainty gauge | STR | A Layer 7 governance atom that detects deep uncertainty in strategic foresight scenarios. This atom consumes trigger events from Layer 8 (Strategic Foresight) indicating future scenarios have high sta | L07-A-STR-UNCERTAINTY-GAUGE.json |
L07-A-STR-VALUES-GAUGE |
Strategic value conflict gauge | STR | A Layer 7 governance atom that detects conflicts between short-term optimization and long-term strategic values. This atom consumes trigger events from Layer 8 indicating violation of long_term_value | L07-A-STR-VALUES-GAUGE.json |
L07-A-UNC-CONFIDENCE-GAUGE |
Uncertainty confidence collapse gauge | UNC | A Layer 7 governance atom that detects inverse learning—when the system's confidence decreases despite receiving new data. This atom consumes triggers from Layer 2 (Bayesian Uncertainty) indicating co | L07-A-UNC-CONFIDENCE-GAUGE.json |
L07-A-UNC-SATURATION-GAUGE |
Uncertainty saturation gauge | UNC | A Layer 7 governance atom that detects system-wide uncertainty saturation—when uncertainty levels across multiple layers exceed operational utility thresholds. This atom consumes compound triggers agg | L07-A-UNC-SATURATION-GAUGE.json |
L07-AEB-L4PRIVACYFILTER |
Layer 4 privacy/consent filters enforced on event routes | AEB | Determine whether Layer 4 privacy and consent policy filters are correctly enforced on all analytics event routing paths. | L07-AEB-L4PRIVACYFILTER.json |
L07-ERT-AICOLLAB |
AI collaboration competency framework | ERT | Determine whether the institution has defined a competency framework that specifies the knowledge, skills, and dispositions educators need to collaborate effectively with AI systems in delivering pers | L07-ERT-AICOLLAB.json |
L07-ERT-AUTONOMYSCAFF |
Student autonomy scaffolding model | ERT | Determine whether the institution has defined a scaffolding model for developing student autonomy, recognising that the ultimate goal is students who can self-direct their own learning journey. | L07-ERT-AUTONOMYSCAFF.json |
L07-ERT-CPLPATHWAYS |
Continuous professional learning pathways | ERT | Determine whether the institution has established continuous professional learning pathways that support educator development in evolving roles, modelling the lifelong learning they must cultivate in | L07-ERT-CPLPATHWAYS.json |
L07-ERT-EQUITYINTERVENTION |
Equity intervention authority defined | ERT | Determine whether the institution has defined clear educator authority to intervene in AI-driven learning decisions on equity grounds, recognising human judgment as essential for detecting algorithmic | L07-ERT-EQUITYINTERVENTION.json |
L07-ERT-FLOURISHMETRICS |
Human flourishing metrics defined | ERT | Determine whether the institution has defined metrics that capture human flourishing outcomes - not just academic achievement but wellbeing, character, purpose, and the human capabilities that matter | L07-ERT-FLOURISHMETRICS.json |
L07-ERT-HUMANOVERSIGHT |
Human oversight governance for AI decisions | ERT | Determine whether the institution has established governance structures that preserve meaningful human oversight of AI-driven learning decisions, ensuring educators can intervene, override, and hold A | L07-ERT-HUMANOVERSIGHT.json |
L07-ERT-JUSTTRANSITION |
Just transition support mechanisms | ERT | Determine whether the institution has established 'just transition' support mechanisms for educators whose roles are substantially changing due to APLM adoption, ensuring dignity, security, and develo | L07-ERT-JUSTTRANSITION.json |
L07-ERT-METACOGCOACH |
Metacognitive coaching model institutionalised | ERT | Determine whether the institution has established a structured metacognitive coaching model that enables educators to guide students in planning, monitoring, and evaluating their own learning processe | L07-ERT-METACOGCOACH.json |
L07-ERT-RELATIONALCAP |
Relational capacity preservation structures | ERT | Determine whether the institution has established structures that protect and enable educator time for authentic relational connection with students, recognising that human relationships remain centra | L07-ERT-RELATIONALCAP.json |
L07-ERT-ROLETRANSITION |
Educator role transition framework defined | ERT | Determine whether the institution has defined a comprehensive framework for educator role evolution as AI handles personalised instruction, shifting educators toward metacognitive coaching, relational | L07-ERT-ROLETRANSITION.json |
L07-IAA-FEDERATEDSSO |
Federated SSO configured (OIDC/SAML) | IAA | Determine whether institutional SSO is implemented via OIDC and/or SAML in a standards-compliant way. | L07-IAA-FEDERATEDSSO.json |
L07-IFB-LTI13CORE |
LTI 1.3 core integration certified | IFB | Determine whether LTI 1.3 core integration is properly certified and functional for tool launches. | L07-IFB-LTI13CORE.json |
L07-MML-CHALLENGEMODAL |
Challenge Modality Exposure (Anti-Narrowing) | MML | Evaluates whether the longitudinal modality pathway includes periodic 'challenge modality' exposures (formats outside the student's primary preference zone) to prevent skill atrophy and representation | L07-MML-CHALLENGEMODAL.json |
L07-RCR-CHANGEFREEZEWIN |
Change freeze windows respected (exam/term-start protection) | RCR | Determine whether deployment and change activities respect institutional calendar freeze windows during critical periods (exams, term starts). | L07-RCR-CHANGEFREEZEWIN.json |
L07-RCR-ROLLBACKL4ETH |
Rollback controller wired to Layer 4 ethics/privacy signals | RCR | Determine whether the rollback controller is properly wired to receive and act on Layer 4 ethics and privacy violation signals. | L07-RCR-ROLLBACKL4ETH.json |
L07-RCR-ROLLBACKL6OUT |
Rollback controller wired to Layer 6 outcome/parity regressions | RCR | Determine whether the rollback controller is properly wired to receive and act on Layer 6 outcome and parity regression signals. | L07-RCR-ROLLBACKL6OUT.json |
L07-VPS-OUTCOMERENEWA |
Outcome-linked renewal rule defined (SESOI condition) | VPS | Determine whether vendor renewal decisions are governed by defined outcome-linked rules with Smallest Effect Size Of Interest (SESOI) thresholds. | L07-VPS-OUTCOMERENEWA.json |