yogsoth-ai/de-anthropocentric-research-engine - Page 21

systematic-probing

Strategy: AI-safety systematic probing — enumerate all threat surfaces, generate attack vectors per surface, execute probes, and aggregate findings across the full attack space.

systematic-survey

Exhaustive PRISMA-style literature survey — comprehensive coverage of all related work on a specific question. Multi-stage screening, citation chaining, quality assessment, and structured data extraction. Use when the user needs to demonstrate complete…

task-decomposition

Orchestrate the breakdown of experiment design into sequenced, estimated, and formatted task plan

taxonomy-mapping

Construct a hierarchical field map from paper collection — multi-level taxonomy with parent/child relationships, paper counts per node, and maturity indicators. Used by scoping-survey.

taxonomy-validation

Strategy for validating ontology consistency — check hierarchy, detect cycles, verify completeness.

temporal-projection

View problem from 5yr/50yr/500yr future, backcast to generate temporally-informed creative solutions.

temporal-scenario

How does it evolve over time? — Short/medium/long-term timeline projection with technology maturity curves

temporal-sensitivity-testing

Test whether a gap persists across different time windows (2/5/10 years). Determines if gap is narrowing, widening, or stable over time.

temporal-sequencing

Determine optimal ordering and phasing of portfolio investments using Real Options, Critical path, Dependency graph, and Staged investment methods.

tension-mining

Identify opposing forces that keep gaps open. Uses evaporating cloud to expose hidden assumptions behind conflicts and polarity mapping for unresolvable tensions.

thematic-coding

Identify recurring themes across papers using qualitative coding methodology. Produces a codebook with theme definitions, supporting evidence, and frequency counts. Used by narrative-review.

theorist-hat

Theorist perspective — assess theoretical foundations, formal rigor, and formalization opportunities.

theory-identification

SOP: Identify theoretical frameworks relevant to a research gap

theory-mechanism-extraction

Tactic: Core of the deductive path — start from theory to extract mechanisms, variables, and relationships, generating hypothesis candidates

thought-experiment

Strategy: Williamson-style precise thought experiments — construct carefully specified counterfactual scenarios to test whether conclusions depend on contingent features.

threat-surface-mapping

Enumerate all attackable surfaces of an artifact — logical, empirical, methodological, social, and practical dimensions.

threshold-calibration

Systematically sweep consensus thresholds to observe which items achieve consensus at what level, producing a threshold-consensus curve.

threshold-setting

Define minimum acceptable thresholds for each criterion based on context and constraints.

threshold-sweep

Compute consensus status at multiple threshold levels to produce a threshold-consensus curve.

time-machine

Temporal projection — view a solution from future/past time horizons to generate temporally-informed insights.

timeline-projection

Extrapolate research landscape timelines using trend analysis and milestone projection

transfer-adaptation

Adapt transferred principle to target problem constraints. Produces concrete adapted solutions from abstract principles.

trend-analysis

Patent filing volume time-series, technology lifecycle stage, and S-curve analysis

trimming-execution

Progressively remove components from a system while verifying function preservation through redistribution.

triz-contradiction-resolution

Resolve technical and physical contradictions via TRIZ 40 inventive principles and separation methods.

triz-principle-application

Select inventive principles from the contradiction matrix and generate concrete solutions for identified contradictions.

uncertainty-cascade

Uncertainty cascade propagation — assign input distributions, sample via Monte Carlo, propagate through model, analyze output distribution, identify critical paths. Maps how input uncertainty flows to output uncertainty.

uncertainty-propagation

Propagate input uncertainties through the model via Monte Carlo sampling. Identifies which input uncertainties contribute most to output uncertainty.

undesirable-effect-listing

List current Undesirable Effects (UDEs) — observable symptoms of system underperformance

validate-leaves

Quality check on leaf nodes of the GoalTree. Verify each leaf is specific enough, actionable, and that the set of leaves fully covers the top goal. Flag issues for further decomposition.

validity-probing

Challenge construct validity — does benchmark measure claimed capability? — 3 benchmarks, 40 papers, 30 web searches

value-enumeration

Enumerate 3-5 values per parameter including extremes

value-maximization

Maximize total portfolio value within constraints using Knapsack, Linear programming, Cost-benefit analysis, and NPV ranking methods.

variance-decomposition

Sobol variance decomposition — compute first-order and total-order sensitivity indices to quantify each parameter's contribution to output variance.

variation-axis-definition

Identify orthogonal axes along which a method's validity might vary. Ensures axes are independent, measurable, and span the relevant parameter space.

vault-maintenance

Tactic for vault health upkeep — lint, orphan resolution, merge candidates, confidence updates. Minimum yield ≥1 issue resolved per invocation.

verdict-synthesis

Synthesizes findings from a completed campaign into typed verdict reports. Produces DebateVerdict, RedTeamReport, FailureAnticipationReport, CounterfactualMap, or AdversarialStressReport depending on campaign. Also supports cross-campaign StressTestSummary.

vital-relation-mapping

Map 15 vital relations between concepts

warm-start

Simplified crystallization strategy for users who have a general research direction (e.g., "I'm interested in LLM reasoning") but lack specificity. Simplifies actor profiling and landscape reconnaissance, then proceeds through direction narrowing, obstacle…

weakness-classification

Classifies discovered weaknesses into severity tiers (fatal/major/minor/cosmetic) with structured justification and exploitability assessment.