PEM Security Ecosystem

Instrumented evidence for invisible threats.

The first forensic framework designed to document, measure and litigate technology-facilitated abuse (TFA-IDDS), directed energy threats and cognitive warfare — with judicial admissibility standards.

Judicial Expert in AI — Supreme Court of Chile 2026–2027
SSRN 6403298 — Progressive Evidence Model
ASSC — Association for the Scientific Study of Consciousness

Why PEM?

Linear frameworks cannot see distributed harm.

Traditional analytical frameworks — in law, forensic investigation and risk analysis — depend on linear causality: discrete events, identifiable actors, direct causal links. That model works in stable contexts. But contemporary sociotechnological ecosystems overwhelm it.

O
1960s
OODA Loop
Military strategic decision-making. Centered on the actor and adaptive speed.
KC
2011
Cyber Kill Chain
Cyberattack lifecycle. Linear and sequential causality.
DM
2013
Diamond Model
Actor-infrastructure relationships. Intrusion event analysis.
PE
2025
Progressive Evidence Model
Emergent sociotechnological configurations. Distributed causality. Graded neurofunctional impact.
◉

Distributed signals

Signals are scattered across multiple layers — insignificant in isolation, revealing when aggregated over time. Discrete-event frameworks fail to capture them.

⟳

Algorithmic feedback

Feedback loops between human behavior and algorithmic systems progressively reinforce patterns, making it impossible to isolate a single causal event.

△

Emergent outcomes

Harms are emergent properties of the system, not direct consequences of individual actions. Liability is distributed across subsystems whose interaction produces the damage without any single one causing it in isolation.

Independent convergence. From the field of human rights evaluation, recent research confirms the same finding: monitoring instruments designed under linear logic systematically render invisible the collective and temporally deferred transformations that constitute real impact (VOZES, 2026). The invisibilization of systemic harm is not an observation accident — it is a structural property of linear evaluative frameworks.

The PEM response. Instruments that operate on patterns distributed over time (GHE-QI), deviations from individual baseline patterns (NDF), and accreditation of recurrent interference as a legally relevant fact — regardless of the immediate verifiability of its effects. PEM documents configurations, not isolated events.

Transparency principle. PEM discloses sufficient conceptual and methodological information to allow independent scrutiny of its scientific assumptions, scope, evidence requirements and limitations — while preserving proprietary algorithms, formulas, calibration parameters and know-how.

Who we serve

Three profiles. One architecture.

Each case is different, but the methodology is the same: progressive evidence, instrumented measurement and legal architecture designed for the courtroom.

Scientific methodology

Abductive-structural epistemology.

PEM applies abductive reasoning and structural mechanism analysis — the same epistemological standard used in forensic clinical diagnostics and international criminal investigation.

01

Admissibility

Methodological validity standards for judicial expertise. Every PEM instrument meets reproducibility and documentation criteria.

02

Traceability

Documented methodological chain of custody at every pipeline step. SHA-256 for instrumental data.

03

Falsifiability

Abductive criteria with defined falsifiable hypotheses. Every claim has explicit refutation conditions.

About us

Applied research. Professional expertise.

NeuroEthics.cl is the operational platform of the NeuroEthics Research Lab, dedicated to the intersection of neuroscience, technology, governance and law.

PEM-Certified AI Expert Witnesses

Multidisciplinary team accredited by the Supreme Court of Chile, with backgrounds in engineering, neuroscience and technology law.

Judicial AI Expertise — Supreme Court ASSC Members Published: Elsevier · SSRN COSOC Advisors — Min. Science

NeuroEthics Research Lab SpA

Operator of the full PEM Security Ecosystem. Expert services, AISE certification and forensic analysis.

LIBERTECH Foundation

Ethical gatekeeper. Case validation, logbook access, advocacy and public policy.