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csb1105/README.md

Pre-Failure Systems

I analyze how systems behave before failure becomes visible.

My focus is not breakdown. My focus is the conditions that precede it:

  • drift
  • loss of correction capacity
  • system-level divergence under local correctness
  • decision systems under constraint
  • failure boundaries and recovery limits

Current Work

Autonomous Mission Planner

Risk-aware mission planning framework for unmanned systems featuring route generation, threat analysis, constraint validation, mission replanning, and human-machine decision support.

https://github.com/csb1105/Autonomous-Mission-Planner

AI Red Team Artifacts

Doctrine-aligned AI red-team operations repository containing adversarial prompt suites, multi-turn test sessions, failure-mode reports, and machine-readable evaluation artifacts.

https://github.com/csb1105/ai-redteam-artifacts

Drift-Stability Visualizer

A systems visualization showing how correction capacity, drift, and failure boundaries interact before visible breakdown.

https://csb1105.github.io/drift-stability-visualizer/

AI Systems Design Case Studies

AI architecture case studies focused on design decisions, trade-offs, implementation strategy, and system behavior.

https://github.com/csb1105/AI-Systems-Design-Case-Studies

Focus

  • AI systems
  • autonomous systems
  • mission planning
  • decision systems under constraint
  • risk-aware planning
  • failure-mode analysis
  • pre-failure systems
  • human-machine decision support

Principle

Failure is a late signal.

Popular repositories Loading

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    ai-redteam-artifacts is a structured, doctrine‑aligned repository for AI red‑team operations. It contains adversarial prompt suites, multi‑turn test sessions, failure‑mode reports, machine‑readable…

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  2. csb1105 csb1105 Public

    Config files for my GitHub profile.

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  3. drift-stability-visualizer drift-stability-visualizer Public

    Failure does not begin when systems break. It begins when correction capacity falls below drift. This demo shows that boundary.

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  4. AI-Systems-Design-Case-Studies AI-Systems-Design-Case-Studies Public

    AI Systems Design Case Studies showcases real-world and conceptual AI architectures, highlighting design decisions, trade-offs, and implementation strategies across machine learning, generative AI,…

  5. Autonomous-Mission-Planner Autonomous-Mission-Planner Public

    Risk-aware mission planning framework for unmanned systems featuring route generation, threat analysis, constraint validation, mission replanning, and human-machine decision support.

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  6. intervention-stability-system intervention-stability-system Public

    Interactive stability analysis framework for detecting destabilizing forces, coupling effects, and intervention opportunities in complex systems.