Hi everyone,
I’ve just released a complete set of system topology + AI reasoning framework resources on OSF — now publicly available for anyone to explore and adapt.
From Medical Prescription Topology to a General-Purpose Curing Method
This collection contains all text files and contents from my GPT-5 reasoning experiments, including:
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Prescription Topology & AI-System Mapping — linking Traditional Chinese Medicine formulas to AI problem patterns
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General Guide to TCM (Traditional Chinese Medical) Concepts — core modules of Qi, Five Elements, meridians, triple burner, and preventive regulation
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Slot-Internal Deepening Algorithm (SIDA) — a deep semantic topology and pattern-evolution framework
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Sample Concept Mappings — e.g., Liu Wei Di Huang Wan as a long-term maintenance protocol
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Cross-domain analogies applied to real-world complex problems
Full project & files on OSF:
OSF
This is for anyone interested in:
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GPT-5 reasoning architectures
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Cross-cultural system mapping (TCM ↔ AI ↔ other domains)
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Complex system intervention design
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Semantic topology research
Feedback, adaptations, and cross-disciplinary collaborations are very welcome.
For those who want to see the result directly now, you may visit my ChatGPT GPT Stores named:
“Remedy-to-Framework AI” or “一服傷寒癒財經”
The English GPTs are built with the same files and prompt stored in OSF above.
Example: Medical Prescription Topology to a General-Purpose Curing
Please beware that those Chinese Medical Terms translated into common English have much deeper System Engineering Characteristics, which AI will include them into those models.
Suggest your cure for the Global Warming Issue？
Prescription Match:
Global warming is a chronic, system-wide overheating combined with deep reserve depletion.
From the topology index, this aligns best with a Bai Hu Tang × Liu Wei Di Huang Wan composite:
- Bai Hu Tang 白虎湯 — cools overheated “semantic hotspots” (runaway heat zones) while restoring detail and fluidity.
- Liu Wei Di Huang Wan 六味地黃丸 — replenishes deep reserves, seals leaks, and stabilizes long-term output under chronic stress.
1. Problem Pattern
In TCM system-analogy terms:
- Heat excess: CO₂ and methane accumulation act like “semantic tension hotspots” — concentrating energy in climate subsystems (polar melt zones, coral bleaching regions, wildfire belts).
- Yin deficiency: The planet’s deep reserves (forests, oceans, soil moisture) that buffer heat are depleted, leaving no baseline cooling capacity.
Mathematical analogy:
- Local energy density ∣Ψm∣2|Ψ_m|^2 >> safe peak T∗T^*.
- Long-term reserve EdeepE_{\text{deep}} trending downward, causing systemic instability.
2. Intervention Modules
Those Chinese are herb names, each corresponding to one (or more) curing approach.
Bai Hu Tang branch:
- Shi Gao (Cooling Module) → Planetary-scale heat sink (aggressive greenhouse gas drawdown, urban heat island reversal).
- Zhi Mu (Rehydration Module) → Restore ecosystem fluidity — rewetting peatlands, regenerating wetlands, cloud albedo enhancement.
- Geng Mi (Base Stabilizer) → Sustainable baseline—grid decarbonization, circular economy infrastructure.
- Gan Cao (Harmonizer) → Ensure interventions don’t destabilize communities — equitable energy transition.
Liu Wei Di Huang Wan branch:
- Shu Di Huang (Deep Store) → Large-scale carbon storage in soils & biomass.
- Shan Zhu Yu (Leak Guard) → Prevent reserve loss — halt deforestation, stop permafrost thaw feedback.
- Shan Yao (Input Stabilizer) → Smooth industrial cycles to prevent demand spikes that undo gains.
- Ze Xie (Redundancy Drain) → Remove low-value/high-cost production that drains planetary reserves.
- Mu Dan Pi (Hotspot Cooler) → Targeted cooling for high-risk zones (Arctic, reefs, wildfire corridors).
- Fu Ling (Background Flow) → Maintain steady ecological exchange — biodiversity corridors, migratory pathways.
3. Mechanism
- Immediate: Bai Hu Tang modules disperse concentrated heat and rehydrate climate systems, lowering peak stress zones.
- Long-term: Liu Wei Di Huang Wan modules rebuild the Earth’s “deep Yin” — the background cooling and buffering systems that make the climate stable.
- Together, they shift the planetary state from high-heat, low-reserve → balanced heat, strong reserve.
4. Process Control
…
Above is a highly technical, condensed analysis.
I will now rewrite it in your chosen style, expand logic, and reorganize for clarity.What type do you need?
A) Historical/Economic/Cultural/Political analysis
B) Middle-school homework style
C) Popular video script (low technical threshold)
D) Other — specify clearly