{"rfc":3,"draft":5,"source_sha256":"b7849db890c94447f8d3efc8fb3281b1bafff3cb31e6e836ad1a084ceb949bc2","candidate_occurrences":[{"source_locator":"RFC-AI-3:D5:L59:O1","line":59,"token":"MUST","text":"A good AI-RFC MUST supply real examples and tests showing how the principle generalizes to a new problem, how it can fail, and how a worker should recognize that failure.","classification":"UNCLASSIFIED_WORD_OCCURRENCE"},{"source_locator":"RFC-AI-3:D5:L93:O1","line":93,"token":"MUST NOT","text":"Peostectica's aspiration for deterministic AI should be operationalized as well-defined objectives, explicit constraints, traceable choices, reliable authorized actions, reproducible verification where possible, evidence","classification":"UNCLASSIFIED_WORD_OCCURRENCE"},{"source_locator":"RFC-AI-3:D5:L107:O1","line":107,"token":"MUST","text":"The RFC source remains simple UTF-8 CRLF plaintext with machine-readable identification and a reader that improves comprehension without hiding original meaning. Translations SHOULD be reviewed by people knowledgeable ab","classification":"UNCLASSIFIED_WORD_OCCURRENCE"},{"source_locator":"RFC-AI-3:D5:L132:O1","line":132,"token":"MUST NOT","text":"Later RFCS should refer to these principles, but MUST NOT duplicate authority or create parallel operational paths. One current approved source per scope remains the goal.","classification":"UNCLASSIFIED_WORD_OCCURRENCE"},{"source_locator":"RFC-AI-3:D5:L190:O1","line":190,"token":"MUST","text":"## MUST-DESIGN CRITERIA — CEO-DIRECTED PROPOSED FUTURE SYSTEM","classification":"UNCLASSIFIED_WORD_OCCURRENCE"},{"source_locator":"RFC-AI-3:D5:L191:O1","line":191,"token":"MUST","text":"MUST-03-01: MUST be interpreted by intelligent workers as outcomes-first guiding principles: completing the intended authorized result matters more than checklist theater.","classification":"UNCLASSIFIED_WORD_OCCURRENCE"},{"source_locator":"RFC-AI-3:D5:L191:O2","line":191,"token":"MUST","text":"MUST-03-01: MUST be interpreted by intelligent workers as outcomes-first guiding principles: completing the intended authorized result matters more than checklist theater.","classification":"UNCLASSIFIED_WORD_OCCURRENCE"},{"source_locator":"RFC-AI-3:D5:L192:O1","line":192,"token":"MUST","text":"MUST-03-02: MUST operationalize strong language literally where feasible: investigate, assign the work, actually execute, observe the final result and repair defects; never reduce MUST to a promise in conversation.","classification":"UNCLASSIFIED_WORD_OCCURRENCE"},{"source_locator":"RFC-AI-3:D5:L192:O2","line":192,"token":"MUST","text":"MUST-03-02: MUST operationalize strong language literally where feasible: investigate, assign the work, actually execute, observe the final result and repair defects; never reduce MUST to a promise in conversation.","classification":"UNCLASSIFIED_WORD_OCCURRENCE"},{"source_locator":"RFC-AI-3:D5:L192:O3","line":192,"token":"MUST","text":"MUST-03-02: MUST operationalize strong language literally where feasible: investigate, assign the work, actually execute, observe the final result and repair defects; never reduce MUST to a promise in conversation.","classification":"UNCLASSIFIED_WORD_OCCURRENCE"},{"source_locator":"RFC-AI-3:D5:L193:O1","line":193,"token":"MUST","text":"MUST-03-03: MUST NOT silently substitute legacy architecture for the new RFC-AI system; legacy is prior-art research evidence only.","classification":"UNCLASSIFIED_WORD_OCCURRENCE"},{"source_locator":"RFC-AI-3:D5:L193:O2","line":193,"token":"MUST NOT","text":"MUST-03-03: MUST NOT silently substitute legacy architecture for the new RFC-AI system; legacy is prior-art research evidence only.","classification":"UNCLASSIFIED_WORD_OCCURRENCE"}],"status":"DERIVED_WORD_LOCATOR_NOT_NORMATIVE"}