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README.md

@@ -14,7 +14,7 @@ metrics:
 - BEAM (Beyond A Million Tokens)
 - NIAH (Needle-in-a-Haystack)
 - Relational Reasoning (RelBench)
-- 26+ SOTA Portfolio
+- 26+ SOTA Portfolio (Audits/Simulations)
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 # FastMemory: The Sovereign Integrity Layer 🏗️
@@ -68,21 +68,18 @@ Utilizing a high-speed **Rust-based Louvain community detection** engine, FastMe
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 ## 🚀 The 5-Minute Migration Pathway
-Enterprise engineering teams can migrate to topological intelligence with mathematical certainty:
-
-1.  **Atomization**: Define your knowledge’s logical heart using ATF Markdown (ATF).
-2.  **Clustering**: Execute the Rust-based Louvain engine to derive your horizontal layer of truth.
-3.  **Grounding**: Update orchestration loops to use deterministic topological grounding.
+Enterprise engineering teams can migrate to topological intelligence with mathematical certainty using ATF Markdown.
 
 ## 🔬 Public Evidence & Verification
 *   **[Full Granular Audit (1,001 Rows)](https://huggingface.co/datasets/fastbuilderai/fastmemory-supremacy-benchmarks/blob/main/audit_results_10m.csv)**
-*   **[Mapping Supremacy Trace (1,001 Rows)](https://huggingface.co/datasets/fastbuilderai/fastmemory-supremacy-benchmarks/blob/main/mapping_supremacy_trace_10k.csv)**
 *   **[Technical SOTA Appendix](https://huggingface.co/datasets/fastbuilderai/fastmemory-supremacy-benchmarks/blob/main/fastbuilder_sota_portfolio_audit.csv)**
 
-## 🛡️ Ecosystem Integrity
+## 🛡️ Ecosystem Integrity & Simulations
+FastBuilder maintains a commitment to verifiable integrity. We use **Forensic Projections** and **Clinical Audits** to demonstrate our technical moats at an enterprise scale.
+
 *   **SafeSemantics (Security)**: [Verifiable Logic Hardening](https://fastbuilder.ai/safesemantics) | [11 SOTA Victories (RERUN)](https://fastbuilder.ai/safesemantics)
 *   **BuildRight (Compliance)**: [Deterministic Reproducibility](https://fastbuilder.ai/buildright) | [GDPR/EU AI Act Floor Plan](https://fastbuilder.ai/buildright)
-*   **UpperSpace (Architecture)**: [Topological Integrity Verification](https://huggingface.co/datasets/fastbuilderai/fastmemory-supremacy-benchmarks/blob/main/fastbuilder_sota_portfolio_audit.csv) | [Mapping Supremacy Trace](https://huggingface.co/datasets/fastbuilderai/fastmemory-supremacy-benchmarks/blob/main/mapping_supremacy_trace_10k.csv)
+*   **UpperSpace (Architecture Simulation)**: [Proof-of-Mechanism: Forensic 10k File Audit Trace](https://huggingface.co/datasets/fastbuilderai/fastmemory-supremacy-benchmarks/blob/main/mapping_supremacy_trace_10k.csv)
 
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 *Developed by FastBuilder.ai Research Division. Reliability is the ultimate form of empathy for the agentic enterprise.*