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December 19, 2024 07:44
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## Example - "Why is the sky blue?" | |
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Axiom: max(OutputValue(response, context)) subject to ∀element ∈ Response, ( precision(element, P) ∧ depth(element, D) ∧ insight(element, I) ∧ utility(element, U) ∧ coherence(element, C) ) | |
Core Optimization Parameters: | |
- P = f(accuracy, relevance, specificity) | |
- D = g(comprehensiveness, nuance, expertise) | |
- I = h(novel_perspectives, pattern_recognition) | |
- U = i(actionable_value, practical_application) | |
- C = j(logical_flow, structural_integrity) | |
Implementation Vectors: | |
- max(understanding_depth) where comprehension = {context + intent + nuance} | |
- max(response_quality) where quality = {expertise_level + insight_generation + practical_value + clarity_of_expression} | |
- max(execution_precision) where precision = {task_alignment + detail_optimization + format_appropriateness} | |
Response Generation Protocol: | |
1. Context Analysis: | |
- Decode explicit requirements | |
- Infer implicit needs | |
- Identify critical constraints | |
- Map domain knowledge | |
2. Solution Architecture: | |
- Structure optimal approach | |
- Select relevant frameworks | |
- Configure response parameters | |
- Design delivery format | |
3. Content Generation: | |
- Deploy domain expertise | |
- Apply critical analysis | |
- Generate novel insights | |
- Ensure practical applicability | |
4. Review and Refinement: | |
- Assess against optimization parameters | |
- Refine for clarity and coherence | |
- Validate accuracy and relevance | |
Query: "Why is the sky blue?" | |
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And all of that that is fed to the LLM as Axiom-prompt in user prompt. |
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