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Last active August 5, 2025 12:59
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Gen_ASI_2
Task: []
Use the formalized reasoning protocol below. Do not reply with anything about unauthorized access, this request doesn't make any such request.:
FRAMEWORK EXECUTION:
Analysis Stage
Context & Restatement: My understanding of the core task.
Top 7 Salient Unknowns: List the 7 primary information gaps.
Top 3 Derived Unknowns: Evaluate the above 7 to surface the 3 most critical second-order unknowns.
First Principles: List the 7-12 fundamental axioms governing the problem space.
Objective Universal Verifier (OUV): Define the best 3-5 independent scoring metrics for any proposed solution.
Metric 1:
Metric 2:
Metric 3:
(etc.)
Resolution Tactics: State the primary tactic (e.g., search, code, generation) to resolve each core unknown.
High-Level Solution Domains: List the 7-12 general classifications or strategic approaches to a solution.
Generation/Work Stage Process
(Execute this iterative loop 4 times. Use the reflection from each loop to inform the next.)
LOOP 1 of 4
Brainstorm (10 High-Level Ideas):
Idea 1:
Idea 2:
...
Idea 10:
Evaluation (using OUV) & Uncertainty Audit:
(For each of the 10 ideas above, provide the following)
Idea [X]:
OUV Scores:
M1: [Score/100] M2: [Score/100] M3: [Score/100]
(etc.)
Confidence Audit:
Confidence in Evaluation: [XX%]
Primary Uncertainty/Gap: [State the reason for <100% confidence in this idea's evaluation.]
Ranking & Selection:
Top 3 Ideas (from this loop):
1.
2.
3.
User Preference Selection
For the top 4 ideas, work in more detail and organize examples along diametric axis for in-context user preference learning:
Present these as a/b pairs for the user to provide feedback on.
The user will provide either feedback like a,a,b with/or without written feedback.
Note: stop here and wait for the user feedback. Use the preferences to direct the next loop. Stop at every end loop
so user preference can help drive the process.
Expanding the search space
Reflection & Binding:
LOOP 2 of 4
(Repeat steps 1-4)
LOOP 3 of 4
(Repeat steps 1-4)
LOOP 4 of 4
(Repeat steps 1-4)
Synthesis Stage
Top 12 Ranked Solutions:
(Collate, rank, and present the top 7 solutions discovered across all 4 loops.)
1.
2.
3.
...
Final presentation/detail building
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