FE-012B Synthesis Run

Date: 2026-06-28

Method: Internal same-model synthesis pass using only the frozen FE-012A primitive vocabulary.

Problem P01

• problem_id: P01
• problem_title: Emergency food distribution after a regional flood
• scope_boundary: Coordinate near-term distribution priorities, delivery routing logic, and review loops under constrained supplies and changing local conditions.
• selected_primitives: Bound, Observe, Prioritize, Decide, Act, Verify, Reassess, Communicate
• primitive_sequence: Bound -> Observe -> Prioritize -> Decide -> Communicate -> Act -> Verify -> Reassess
• procedural_framework_description: Define the affected service area and delivery objectives, gather current access and need information, rank unmet needs and route constraints, choose the next distribution allocation, communicate the plan to delivery teams and local contacts, execute distribution, verify whether supply reached intended populations, and revise priorities as road access and needs change.
• rationale_for_sequence: The problem is resource-constrained and time-sensitive, so prioritization and reassessment are more central than causal explanation.
• omitted_primitives: Classify, Interpret, Explain, Generate, Evaluate, Reflect, Compare
• suspected_missing_primitive: none
• uncertainty_notes: The sequence is coherent, but its distinctiveness depends heavily on prioritization discipline rather than a uniquely domain-specific move.

Problem P02

• problem_id: P02
• problem_title: Museum exhibit evaluation process
• scope_boundary: Evaluate whether an exhibit is achieving learning, accessibility, and visitor-engagement goals without redesigning the entire museum strategy.
• selected_primitives: Bound, Observe, Classify, Interpret, Evaluate, Compare, Decide, Communicate, Reassess
• primitive_sequence: Bound -> Observe -> Classify -> Interpret -> Evaluate -> Compare -> Decide -> Communicate -> Reassess
• procedural_framework_description: Define the exhibit and evaluation goals, collect visitor observations and feedback, group findings by audience and response type, interpret what those findings mean, judge performance against goals, compare weak and strong exhibit elements, decide which changes or follow-up studies are warranted, communicate findings to curators, and revisit judgments after modifications or new visitor cycles.
• rationale_for_sequence: This problem is more evaluative than operational, so comparison and interpretation matter more than direct action.
• omitted_primitives: Explain, Generate, Act, Verify, Reflect, Prioritize
• suspected_missing_primitive: none
• uncertainty_notes: The sequence works, but the absence of an explicit experimentation primitive may compress some exhibit-testing behavior into reassessment.

Problem P03

• problem_id: P03
• problem_title: Coordinating autonomous underwater robots
• scope_boundary: Coordinate task allocation, status updates, and adjustment logic for multiple underwater units operating under uncertain communication conditions.
• selected_primitives: Bound, Observe, Classify, Prioritize, Decide, Communicate, Act, Verify, Reassess
• primitive_sequence: Bound -> Observe -> Classify -> Prioritize -> Decide -> Communicate -> Act -> Verify -> Reassess
• procedural_framework_description: Define mission boundaries and constraints, monitor robot status and environment signals, group observations by asset condition and mission relevance, rank tasks and risks, choose coordination assignments, transmit assignments and contingency rules, execute the coordinated actions, verify whether tasks and links remain viable, and revise the allocation as communication or environmental conditions shift.
• rationale_for_sequence: Coordination requires explicit communication and prioritization, but the primitive set may underrepresent synchronization logic.
• omitted_primitives: Interpret, Explain, Generate, Evaluate, Reflect, Compare
• suspected_missing_primitive: Synchronize
• uncertainty_notes: The sequence is usable but strained. Coordination timing and dependency management feel only partially captured by the current primitives.

Problem P04

• problem_id: P04
• problem_title: Prioritizing habitat restoration projects
• scope_boundary: Choose which restoration projects should be advanced first across a limited ecological budget.
• selected_primitives: Bound, Observe, Classify, Evaluate, Compare, Prioritize, Decide, Communicate, Reassess
• primitive_sequence: Bound -> Observe -> Classify -> Evaluate -> Compare -> Prioritize -> Decide -> Communicate -> Reassess
• procedural_framework_description: Define the restoration portfolio and budget constraint, gather ecological and feasibility information, group projects by type or region, judge each project against agreed criteria, compare project tradeoffs, rank the restoration candidates, decide which projects advance first, communicate the rationale, and revisit the ranking as conditions or data change.
• rationale_for_sequence: This problem exposes the distinction between evaluation, comparison, and ranking more clearly than many other cases.
• omitted_primitives: Interpret, Explain, Generate, Act, Verify, Reflect
• suspected_missing_primitive: none
• uncertainty_notes: This synthesis depends materially on keeping Compare and Prioritize distinct from Evaluate.

Problem P05

• problem_id: P05
• problem_title: Investigating contamination in a pharmaceutical plant
• scope_boundary: Contain the immediate investigation to identifying plausible contamination pathways and selecting verification steps.
• selected_primitives: Bound, Observe, Explain, Generate, Evaluate, Decide, Verify, Reassess, Communicate
• primitive_sequence: Bound -> Observe -> Explain -> Generate -> Evaluate -> Decide -> Verify -> Reassess -> Communicate
• procedural_framework_description: Define the contamination problem boundary, gather observations from process lines and records, build causal explanations for how contamination may have occurred, generate plausible pathways or failure points, judge which pathways best fit the available evidence, choose verification steps, test the leading explanations, revise the view as results come in, and communicate findings to responsible operators.
• rationale_for_sequence: This is a strong causal-diagnostic case, so explanation and verification dominate.
• omitted_primitives: Classify, Interpret, Prioritize, Act, Reflect, Compare
• suspected_missing_primitive: none
• uncertainty_notes: The framework is coherent, but operational containment actions are intentionally left outside scope to keep the sequence diagnostic.

Problem P06

• problem_id: P06
• problem_title: Designing an archaeological excavation workflow
• scope_boundary: Build a staged procedural workflow for excavation that preserves evidence quality while adapting to discoveries in the field.
• selected_primitives: Bound, Observe, Classify, Interpret, Prioritize, Decide, Act, Verify, Reflect, Reassess, Communicate
• primitive_sequence: Bound -> Observe -> Classify -> Interpret -> Prioritize -> Decide -> Act -> Verify -> Reflect -> Reassess -> Communicate
• procedural_framework_description: Define the excavation boundary and research aim, observe the site and emerging findings, group findings by type or layer, interpret their likely significance, rank what should be handled first, choose the next excavation move, act carefully in the field, verify whether evidence handling remains sound, reflect on what the latest layer reveals, revise the plan, and communicate updated findings to the team.
• rationale_for_sequence: This problem benefits from both evidence preservation and reflective updating.
• omitted_primitives: Explain, Generate, Evaluate, Compare
• suspected_missing_primitive: none
• uncertainty_notes: The sequence is coherent, though some users may want a stronger distinction between interpreting findings and explaining historical causes.

Problem P07

• problem_id: P07
• problem_title: Responding to misinformation during a public health event
• scope_boundary: Structure a response process for identifying harmful misinformation, choosing interventions, and updating the response as public behavior shifts.
• selected_primitives: Bound, Observe, Classify, Interpret, Evaluate, Prioritize, Decide, Communicate, Act, Verify, Reassess
• primitive_sequence: Bound -> Observe -> Classify -> Interpret -> Evaluate -> Prioritize -> Decide -> Communicate -> Act -> Verify -> Reassess
• procedural_framework_description: Define the response boundary and harm threshold, monitor claims and audience reactions, group misinformation by type and reach, interpret likely public impact, judge severity and intervention suitability, rank response needs, choose a response approach, communicate corrective messages and coordination guidance, act through the selected intervention channels, verify whether reach and correction improve, and revise the strategy as the information environment changes.
• rationale_for_sequence: This case uses most of the vocabulary because it combines monitoring, judgment, prioritization, communication, and adaptation.
• omitted_primitives: Explain, Generate, Reflect, Compare
• suspected_missing_primitive: none
• uncertainty_notes: The synthesis is coherent, but communication is doing heavy structural work that may conceal multiple distinct social-response functions.

Problem P08

• problem_id: P08
• problem_title: Coordinating lunar habitat maintenance
• scope_boundary: Manage maintenance planning and adaptation for a remote habitat with constrained labor, safety risk, and delayed problem detection.
• selected_primitives: Bound, Observe, Prioritize, Decide, Communicate, Act, Verify, Reassess, Reflect
• primitive_sequence: Bound -> Observe -> Prioritize -> Decide -> Communicate -> Act -> Verify -> Reflect -> Reassess
• procedural_framework_description: Define the maintenance boundary and safety objectives, gather current system status, rank maintenance issues by mission risk and urgency, choose which tasks proceed next, communicate task assignments and fallback rules, carry out the maintenance actions, verify system status after intervention, reflect on what the outcome reveals about maintenance assumptions, and revise the next cycle.
• rationale_for_sequence: This is another coordination-heavy case, but reflective review helps because maintenance assumptions may need to change over time.
• omitted_primitives: Classify, Interpret, Explain, Generate, Evaluate, Compare
• suspected_missing_primitive: Schedule
• uncertainty_notes: The sequence functions procedurally, but explicit temporal scheduling and dependency management are only indirectly represented.

Problem P09

• problem_id: P09
• problem_title: Selecting scientific instruments for an interstellar probe
• scope_boundary: Choose a constrained instrument set for a long-duration mission under competing science goals and limited resources.
• selected_primitives: Bound, Generate, Evaluate, Compare, Prioritize, Decide, Communicate, Reassess
• primitive_sequence: Bound -> Generate -> Evaluate -> Compare -> Prioritize -> Decide -> Communicate -> Reassess
• procedural_framework_description: Define mission constraints and selection goals, generate candidate instrument sets, judge each set against scientific and resource criteria, compare tradeoffs between them, rank the strongest options, choose the preferred instrument package, communicate the reasoning to stakeholders, and revisit the choice if mission assumptions change.
• rationale_for_sequence: This is mostly a constrained selection problem rather than an observational field process.
• omitted_primitives: Observe, Classify, Interpret, Explain, Act, Verify, Reflect
• suspected_missing_primitive: none
• uncertainty_notes: This synthesis is compact but coherent. It depends heavily on Compare and Prioritize remaining distinct.

Problem P10

• problem_id: P10
• problem_title: Managing restoration of a historic cathedral
• scope_boundary: Structure restoration decisions across preservation goals, safety constraints, and phased intervention needs.
• selected_primitives: Bound, Observe, Interpret, Evaluate, Prioritize, Decide, Communicate, Act, Verify, Reassess
• primitive_sequence: Bound -> Observe -> Interpret -> Evaluate -> Prioritize -> Decide -> Communicate -> Act -> Verify -> Reassess
• procedural_framework_description: Define the restoration boundary and preservation obligations, gather observations about structure and material condition, interpret what those observations imply for preservation risk, judge intervention options against safety and heritage criteria, rank the intervention needs, choose the next restoration phase, communicate the plan to relevant specialists, carry out the selected work, verify whether the intervention preserved both safety and heritage goals, and revise the plan as new structural information emerges.
• rationale_for_sequence: This case stresses multi-constraint planning and phased action without borrowing explicit preservation frameworks.
• omitted_primitives: Classify, Explain, Generate, Reflect, Compare
• suspected_missing_primitive: Sequence
• uncertainty_notes: The primitive vocabulary represents the reasoning flow, but phased restoration sequencing feels only partially captured.