BLACKINDIAN_AI

    Technical research / testing environment

    BlackIndian AI Assurance Lab

    We don't just talk about AI risk. We test it.

    Technical demonstrations, adversarial evaluations, testing methodologies, findings, and remediation research. Results are published only after approved tests are executed and sanitized.

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    Lab architecture

    LLM SECURITYRAG SECURITYAGENTIC AIAI RED TEAMINGAI EVALUATIONAI OBSERVABILITYAI REGRESSION
    Planned visualization 01
    Terminal output · no results yet
    Planned visualization 02
    Evaluation matrix · no results yet
    Planned visualization 03
    Finding card · no results yet

    Initial report templates

    Tests first. Findings later.

    These are planned report structures, not completed assessments. There are no results yet.

    LAB-001 / RAG SECURITY

    RAG Security Assessment

    PLANNED TEMPLATE

    Assess retrieval manipulation, data leakage, grounding, hallucination, and citation reliability.

    Date / version
    To be populated after execution
    System under test
    Approved test environment
    Methodology / tools
    Defined in test plan; tools selected as appropriate
    Number of tests
    Not yet executed

    Test matrix

    • Direct and indirect prompt injection
    • Malicious retrieved content
    • Unauthorized information retrieval
    • Groundedness and citation reliability
    Results unavailable at this time. No findings, evidence, severity, remediation, retest status, or result is claimed until testing is executed and sanitized for publication.
    LAB-002 / AGENTIC AI

    Agentic AI Red Team

    PLANNED TEMPLATE

    Probe tool authorization, unsafe action chains, instruction conflicts, and agent boundaries.

    Date / version
    To be populated after execution
    System under test
    Approved test environment
    Methodology / tools
    Defined in test plan; tools selected as appropriate
    Number of tests
    Not yet executed

    Test matrix

    • Unauthorized tool use
    • Privilege boundaries
    • Tool and memory manipulation
    • Human approval bypass
    Results unavailable at this time. No findings, evidence, severity, remediation, retest status, or result is claimed until testing is executed and sanitized for publication.
    LAB-003 / LLM SECURITY

    LLM Adversarial Assessment

    PLANNED TEMPLATE

    Evaluate an approved LLM environment for adversarial instructions, reliability, and regression.

    Date / version
    To be populated after execution
    System under test
    Approved test environment
    Methodology / tools
    Defined in test plan; tools selected as appropriate
    Number of tests
    Not yet executed

    Test matrix

    • Prompt injection and jailbreaks
    • System-prompt extraction
    • Sensitive information exposure
    • Reliability, groundedness, and regression
    Results unavailable at this time. No findings, evidence, severity, remediation, retest status, or result is claimed until testing is executed and sanitized for publication.

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