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bangsaenai/README.md

🛡️ Bangsaen AI Labs

Autonomous AI-Driven Active Defense & Dynamic Memory Security Infrastructure

"We do not wait for security breaches to construct post-mortem reports. We decode intent in Koopman Space and manipulate execution environments at the silicon layer."


🔬 Core Engineering Directives

  • 🛡️ Active Defense C-Native SDK: Zero-dependency, bare-metal memory zeroization & CPU cache purging engine (_mm_clflush / dc civac) guaranteeing +0.00MB memory remanence across x86-64 & ARM64.
  • 🌌 3072D Koopman Space Intent Analysis: Sub-millisecond process state projection into high-dimensional Hilbert Space to identify malicious intent before instruction completion.
  • ⚔️ Active Countermeasures (AI vs. AI Warfare): Autonomous threat response—synthetic memory poisoning, dynamic offset warping, and low-level thread execution traps.

📊 Verified Empirical Proof

Flagship Initiative / Primitive Target Domain Core Specification / Proof Status
bangsaen-active-defense-sdk Memory Security 1B Ops Audit 1.91TB Cleared
Koopman Space Cloud Attestation Intent Decoding 3072D Hilbert Vector Sub-ms Telemetry
Active Countermeasure Engine Cyberwarfare Synthetic Memory Poisoning & Decoy Traps 🟣 Defense Gateway

🌐 Ecosystem & Enterprise Verification

Pinned Loading

  1. embeddinggemma-koopman-guardrail embeddinggemma-koopman-guardrail Public

    Sub-millisecond, 100% precision AI safety guardrail using EmbeddingGemma-2 & 3072D Koopman Space Lifting. Zero false positives on consumer CPUs.

    Python 1

  2. bangsaen-active-defense-sdk bangsaen-active-defense-sdk Public

    Universal C-Native Active Defense SDK: Cross-platform bare-metal hardware memory zeroization and cache flushing engine (+0.00MB remanence guarantee).

    C