LatinFlash Research · Independent applied research

Research that can be inspected, challenged and reproduced.

LatinFlash Research publishes evidence-driven work on software reliability, AI-assisted systems, verification and human-machine collaboration — with methods, limitations and artifacts visible alongside the conclusions.

Open methods by defaultVersioned research outputsReproducibility as a first-class result
Research papers

Current work

Independent technical reports and preprints. Publication status is shown explicitly; preprints are not peer reviewed unless stated otherwise.

Research Paper 2026-01Preprint · Not peer reviewed

The Oracle Blind Spot

Re-adjudicating automated telemetry assertions with transport-level evidence. A two-phase empirical study of how verification-oracle defects can distort telemetry reliability signals.

Research Paper 2026-02Embargoed

Study under double-anonymous review preparation

Details are intentionally withheld while the manuscript is prepared for an external double-anonymous publication process.

82Assertions re-adjudicated in PR-02 Phase I
21Distinct telemetry-event units
75.5%Assertion-level oracle-artifact share
0Oracle artifacts in prospective corrected-oracle validation
Researcher

People behind the work.

LatinFlash Research publishes work with named authorship, explicit affiliations and versioned research records.

Manuel Enrique Morales Santiago
Lead researcher

Manuel Enrique Morales Santiago

Researcher and technology consultant at LatinFlash Research. His work focuses on software reliability, AI-assisted systems, verification and reproducible engineering research.

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Research principles

Evidence before narrative.

We separate measurement from inference, preserve negative results, disclose methodological corrections and publish the boundaries of what the evidence does — and does not — establish.

01

Traceability

Important claims should be traceable to data, protocol, literature or a clearly labelled inference.

02

Adversarial review

We actively search for alternative explanations, ceiling effects, false confidence and disconfirming evidence.

03

Reproducibility

Where licensing and privacy permit, scripts, ledgers, frozen outputs and reconstruction instructions accompany the work.