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README.md
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This repository brings together an open, reproducible research framework exploring how structured prompt architectures may influence the behavioral dynamics of large language models through behavioral experiments, mechanistic analysis, and standardized evaluation protocols.
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The **Reference Evaluation Object (REO)** is the smallest reproducible experimental artifact within the **Emergence Prompt Engineering (EPE)** research program.
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π **[1. Full Reference Evaluation Object (REO)](https://huggingface.co/datasets/AllanF-SSU/Experimentals_papers/resolve/main/PCE_REO_v1.5.pdf)**
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## Objective
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Establish one fully reproducible behavioral experiment before expanding toward larger benchmark batteries, mechanistic interpretability, or theoretical modeling.
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Representation-Level & Causal Analysis
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# Emergence Prompt Engineering (EPE) Research Program
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The Emergence Prompt Engineering (EPE) Research Program is an open scientific initiative exploring whether structured prompt architectures influence the behavioral dynamics of large language models. It is organized as a reproducible research framework comprising behavioral experiments, mechanistic analysis, and standardized measurement protocols. All documents are openly released to encourage independent replication, critical evaluation, and collaborative development.
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### π Core Resources & Papers:
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* π **[1. Full Preprint PDF & Theoretical Framework](https://huggingface.co/datasets/AllanF-SSU/Research-Papers/blob/main/EPE_2.8_preprint_%20Faure_A.pdf)**
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*Theory β’ Hypotheses β’ Conceptual framework*
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This repository brings together an open, reproducible research framework exploring how structured prompt architectures may influence the behavioral dynamics of large language models through behavioral experiments, mechanistic analysis, and standardized evaluation protocols.
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# π Emergence Prompt Engineering (EPE) Research Program
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## Reference Evaluation Object (REO)
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The **Reference Evaluation Object (REO)** is the smallest reproducible experimental artifact within the **Emergence Prompt Engineering (EPE)** research program.
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π **[1. Full Reference Evaluation Object (REO)](https://huggingface.co/datasets/AllanF-SSU/Experimentals_papers/resolve/main/PCE_REO_v1.5.pdf)**
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### Objective
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Establish one fully reproducible behavioral experiment before expanding toward larger benchmark batteries, mechanistic interpretability, or theoretical modeling.
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Representation-Level & Causal Analysis
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```
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### Research Program
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The Emergence Prompt Engineering (EPE) Research Program is an open scientific initiative exploring whether structured prompt architectures influence the behavioral dynamics of large language models. It is organized as a reproducible research framework comprising behavioral experiments, mechanistic analysis, and standardized measurement protocols. All documents are openly released to encourage independent replication, critical evaluation, and collaborative development.
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#### π Core Resources & Papers:
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* π **[1. Full Preprint PDF & Theoretical Framework](https://huggingface.co/datasets/AllanF-SSU/Research-Papers/blob/main/EPE_2.8_preprint_%20Faure_A.pdf)**
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*Theory β’ Hypotheses β’ Conceptual framework*
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