Modeling Influence · Neutralizing Deception

Hi there 👋

I build defensive tools to help people think more clearly in adversarial information environments.

M.I.N.D. (Modeling Influence, Neutralizing Deception) is a private-sector defensive research prototype developed by Esothel Labs.

It formalizes influence operations and behavioral manipulation as structured, analyzable constructs — building directly on the Human Programming Language (HPL) insight that persuasion mechanics can be expressed as explicit, machine-readable logic (triggers, state transitions, behavioral loops, targeting rules).

MIND turns that same formalism toward defense: engineering layered countermeasures that detect, analyze, and neutralize manipulative content and influence attempts in digital spaces.

→ Live research preview & technical brief: mindthedeception.com

• Six defensive wards — source authenticity, semantic consistency, behavioral signatures, propagation dynamics, historical grounding, external cross-referencing
• Outputs a normalized Manipulation Probability Score (MPS) (0–1) quantifying influence risk
• Simulation engine for controlled red-teaming (8 primary attack vectors × 6 defense layers)
• ~100 curated educational examples matching threat models to countermeasures

Influence operations are fundamentally a literacy + resilience problem. While scholarly and practitioner knowledge exists, structured, interactive tools for systematically studying and countering them remain rare.

MIND exists to advance defensive cognitive security — making manipulation dynamics legible so individuals, organizations, and societies can cultivate more independent, evidence-based judgment.

This is strictly a safety & resilience research effort.

• Not open source at this time
• Not intended for public deployment, commercial use, or general distribution
• Development maintains absolute priority on preventing any possible malicious repurposing
• Code, models, and detailed internals remain private during this phase to enforce that constraint

I welcome private, aligned conversations with organizations that share a commitment to humanitarian, ethical, and public-good outcomes — for example:

• Building real-world cognitive defense against misinformation, social engineering, or coercive influence
• Supporting responsible AI safety, behavioral resilience, or information-integrity initiatives
• Joint academic/non-profit research under strict ethical & safety controls

If your work aligns and you’d like to explore potential collaboration under strong guardrails, please reach out:

📧 contact@esothel.com

Aligned with an uncompromising commitment to ethical integrity and preventing harm in all forms.

Thank you for respecting the private, research-only status of this work.