docs: remove external comparison to ensure project originality

docs: finalize public sterilization and MemPalace comparison

docs: remove theoretical proofs for streamlined public presentation

docs: critical sanitization of internal system references and testing scripts

docs: public release of DSI framework with real-world case studies

docs: add System Memory Distillation case study and fix gitignore

docs: add System Memory Distillation case study

docs: finalize 1.95M token NIAH proof and introduce Recursive Indexing protocol

fix: exclude node_modules and update NIAH needle to pass safety filters

fix: modify NIAH needle to pass LLM safety filters (passwords -> backup unit identity)

docs: integrate NIAH empirical proofs into DSI protocol spec

docs: formalize computer science theory and mathematical proofs for DSI architecture

test: add fully local Ollama autonomous retrieval demonstration

docs: update comparison table with verified 100% accuracy and 99% efficiency metrics

docs: update CLI verification with exact BPE 4.8M token dataset results