Infrastructure · Data Structures

Problem

A state gap with a cost of inaction

Definition

Mechanism

A formal representation of a gap between Current State and Desired State where the Cost of Inaction > 0. Unlike a Task (which is a directive to act), a Problem is a descriptive claim about value loss. It serves as the input to interpretation and reframing, requiring diagnosis before a solution root can be established.

Invariants

  1. Cost of inaction is non-zero: a gap that costs nothing to leave open is a difference, not a Problem.

Risks

Failure modes

None stated.

Relationships

Builds on

References

State

System condition at time T

Task

The atomic unit of intent

Used by

References

Mind

Decompose

Dividing complexity into manageable units

FrameSpec

Structured problem definition artifact

Mind

HeuristicSnap

Rapid, low-cost decision making via pattern recognition

Mind

Invert

Solution discovery via negation

Mind

Reframe

Changing perspective to restructure the tree and find a new solution root

Mind

RootSolver

Apex triage node of a SolverTree, with Pathway Memory as its compounding learning site

Mind

SteelmanFirst

Ordering rule: steelman opposing view before proposing, so SteelmanCheck has real targets

Mind

StepBack

Ascend abstraction to gain perspective

Mind

WhyClimb

Recursive problem abstraction

Accepts

Reference

Data schema

{
  "type": "object",
  "required": [
    "current_state",
    "desired_state",
    "cost_of_inaction"
  ],
  "properties": {
    "current_state": {
      "type": "string",
      "description": "Description of reality"
    },
    "desired_state": {
      "type": "string",
      "description": "Description of goal"
    },
    "gap_analysis": {
      "type": "string",
      "description": "Why the current != desired"
    },
    "severity": {
      "type": "string",
      "enum": [
        "Low",
        "Medium",
        "High",
        "Existential"
      ]
    },
    "root_cause_hypothesis": {
      "type": "string"
    },
    "cost_of_inaction": {
      "type": "string",
      "description": "What leaving the gap open costs. Non-zero is what makes the gap a Problem rather than a difference."
    }
  }
}

Identity

Ref
Problem#2580
Sema ID
sema:Problem#mh:SHA-256:2580c43677ec78ee7ee428d200662c6096e4eab38c2c5a868154979074cc0f08
Ring
1
Tier
1
Updated
2026-11-11
Supersedes
  • sema:Problem#mh:SHA-256:5baa4b94e48686c15413bc92447c72917fb2f77109436b4a57aae6ee982fd311
  • sema:Problem#mh:SHA-256:9d2c77f7ce7fd7d2e35fe45495d6124d43d35ce41b1766c6b428cfcba44486de