Author

Kimberly Kate Ferlic

0 works0 citationsORCID

Recent research

AI & ComputingOpen access
The Composed Platform: one pre-deployment screen predicts a multi-capability frozen-token stack under cross-domain stress — with an axis-specific reach, on commodity silicon
The Composed Platform: one pre-deployment screen predicts a multi-capability frozen-token stack under cross-domain stress — with an axis-specific reach, on commodity silicon Randolph James Ferlic, M.D. and Kimberly Kate Ferlic — Fieldstone Analytics, LLC, Austin, TX, USA Preprint...
Zenodo (CERN European Organization for Nuclear Research)2026-10-150 citationsDOI
Engineering & TechnologyOpen access
The Service-Life Trajectory: A Label-Free Degradation Gauge, Its Competence Boundary, and the Drift a Frozen One-Byte Monitor Must Survive
The Service-Life Trajectory: A Label-Free Degradation Gauge, Its Competence Boundary, and the Drift a Frozen One-Byte Monitor Must Survive Randolph James Ferlic, M.D. and Kimberly Kate Ferlic — Fieldstone Analytics, LLC, Austin, TX, USA Preprint · Zenodo DOI: 10.5281/zenodo.23321...
Zenodo (CERN European Organization for Nuclear Research)2026-10-121 citationsDOI
Engineering & TechnologyOpen access
The Tier-0 Condition-Monitoring Gate: An Out-of-Sample Test of a Frozen Single-Token Encoder in Industrial Predictive Maintenance
The Tier-0 Condition-Monitoring Gate: An Out-of-Sample Test of a Frozen Single-Token Encoder in Industrial Predictive Maintenance Randolph James Ferlic, M.D. and Kimberly Kate Ferlic — Fieldstone Analytics, LLC, Austin, TX, USA Preprint · Zenodo DOI: 10.5281/zenodo.23127675 · CC-...
Zenodo (CERN European Organization for Nuclear Research)2026-10-030 citationsDOI
Engineering & TechnologyOpen access
The Tier-0 Condition-Monitoring Gate: An Out-of-Sample Test of a Frozen Single-Token Encoder in Industrial Predictive Maintenance
The Tier-0 Condition-Monitoring Gate: An Out-of-Sample Test of a Frozen Single-Token Encoder in Industrial Predictive Maintenance Randolph James Ferlic, M.D. and Kimberly Kate Ferlic — Fieldstone Analytics, LLC, Austin, TX, USA Preprint · Zenodo DOI: 10.5281/zenodo.23127675 · CC-...
Zenodo (CERN European Organization for Nuclear Research)2026-10-030 citationsDOI
AI & ComputingOpen access
The RF Device-Fingerprint Tier-0 Gate: An Out-of-Sample Test of Per-Entity Necessity for a Frozen Single-Token Encoder
The RF Device-Fingerprint Tier-0 Gate: An Out-of-Sample Test of Per-Entity Necessity for a Frozen Single-Token Encoder Randolph James Ferlic, M.D. and Kimberly Kate Ferlic — Fieldstone Analytics, LLC, Austin, TX, USA Preprint · Zenodo DOI: 10.5281/zenodo.23021404 · CC-BY 4.0 · Co...
Zenodo (CERN European Organization for Nuclear Research)2026-09-280 citationsDOI
Engineering & TechnologyOpen access
The Wrist-PPG Tier-0 Gate: A Deep, Broad, and Adversarially Stress-Tested Map of a Frozen Single-Token Encoder as an Always-On Wearable Physiological Classifier and Anomaly Monitor
The Wrist-PPG Tier-0 Gate: A Deep, Broad, and Adversarially Stress-Tested Map of a Frozen Single-Token Encoder as an Always-On Wearable Physiological Classifier and Anomaly Monitor Randolph James Ferlic, M.D. and Kimberly Kate Ferlic — Fieldstone Analytics, LLC, Austin, TX, USA P...
Zenodo (CERN European Organization for Nuclear Research)2026-09-272 citationsDOI
Engineering & TechnologyOpen access
The mmWave Micro-Doppler Tier-0 Gate: A Deep, Broad, and Adversarially Stress-Tested Map of a Frozen Single-Token Radar Activity Classifier and Fall Monitor
The mmWave Micro-Doppler Tier-0 Gate: A Deep, Broad, and Adversarially Stress-Tested Map of a Frozen Single-Token Radar Activity Classifier and Fall Monitor Randolph James Ferlic, M.D. and Kimberly Kate Ferlic — Fieldstone Analytics, LLC, Austin, TX, USA Preprint · Zenodo DOI: [r...
Zenodo (CERN European Organization for Nuclear Research)2026-09-274 citationsDOI
Health & MedicineOpen access
The Frozen Token: A Predictive Theory of a Single-Token Encoder as the Always-On Tier-0 Layer Across Sensing Modalities, Validated Out-of-Sample
The Frozen Token: A Predictive Theory of a Single-Token Encoder as the Always-On Tier-0 Layer Across Sensing Modalities, Validated Out-of-Sample Randolph James Ferlic, M.D. and Kimberly Kate Ferlic — Fieldstone Analytics, LLC, Austin, TX, USA Preprint · Zenodo DOI: 10.5281/zenodo...
Zenodo (CERN European Organization for Nuclear Research)2026-09-270 citationsDOI
Health & MedicineOpen access
The Frozen Token: A Predictive Theory of a Single-Token Encoder as the Always-On Tier-0 Layer Across Sensing Modalities, Validated Out-of-Sample
The Frozen Token: A Predictive Theory of a Single-Token Encoder as the Always-On Tier-0 Layer Across Sensing Modalities, Validated Out-of-Sample Randolph James Ferlic, M.D. and Kimberly Kate Ferlic — Fieldstone Analytics, LLC, Austin, TX, USA Preprint · Zenodo DOI: 10.5281/zenodo...
Zenodo (CERN European Organization for Nuclear Research)2026-09-270 citationsDOI
Engineering & TechnologyOpen access
The Cheapest Digital Twin: A Pre-Registered Map of Twin-Native Extensions to a Frozen Single-Token Edge Encoder
The Cheapest Digital Twin: A Pre-Registered Map of Twin-Native Extensions to a Frozen Single-Token Edge Encoder Randolph James Ferlic, M.D. and Kimberly Kate Ferlic — Fieldstone Analytics, LLC, Austin, TX, USA Preprint · Zenodo DOI: 10.5281/zenodo.22922678 · CC-BY 4.0 · Community...
Zenodo (CERN European Organization for Nuclear Research)2026-09-230 citationsDOI
Health & MedicineOpen access
The Configurable Bottleneck: A Cost-Constrained Capability Map for a Deterministic Edge Decision Token
The Configurable Bottleneck: A Cost-Constrained Capability Map for a Deterministic Edge Decision Token Randolph James Ferlic, M.D. and Kimberly Kate Ferlic (Fieldstone Analytics, LLC, Austin, TX, USA) Preprint · Zenodo DOI: 10.5281/zenodo.22884023 · CC-BY 4.0 · Community: spiral-...
Zenodo (CERN European Organization for Nuclear Research)2026-09-210 citationsDOI
AI & ComputingOpen access
A Universal, Options-Free, One-Byte Market-State Primitive: Cross-Asset Transfer, Distributional-Novelty Detection, and Privacy-Preserving Federation
A Universal, Options-Free, One-Byte Market-State Primitive (v2 — with a hardened bond-volatility addendum) Randolph James Ferlic, M.D., and Kimberly Kate Ferlic (Fieldstone Analytics, LLC). Version 2, Zenodo, CC-BY 4.0. v1 DOI 10.5281/zenodo.22116173. Version 2 note. This version...
Zenodo (CERN European Organization for Nuclear Research)2026-09-140 citationsDOI
AI & ComputingOpen access
The Predictive Reach of a Decision Token: An Honest Map of Forecasting, Anticipation, and Complementary-Modality Fusion on a Single-Token Substrate
The Predictive Reach of a Decision Token: An Honest Map of Forecasting, Anticipation, and Complementary-Modality Fusion on a Single-Token Substrate Randolph James Ferlic, M.D. and Kimberly Kate Ferlic (Fieldstone Analytics, LLC, Austin, TX, USA) Preprint · Zenodo DOI: 10.5281/zen...
Zenodo (CERN European Organization for Nuclear Research)2026-09-130 citationsDOI
AI & ComputingOpen access
The Predictive Reach of a Decision Token: An Honest Map of Forecasting, Anticipation, and Complementary-Modality Fusion on a Single-Token Substrate
The Predictive Reach of a Decision Token: An Honest Map of Forecasting, Anticipation, and Complementary-Modality Fusion on a Single-Token Substrate Randolph James Ferlic, M.D. and Kimberly Kate Ferlic (Fieldstone Analytics, LLC, Austin, TX, USA) Preprint · Zenodo DOI: 10.5281/zen...
Zenodo (CERN European Organization for Nuclear Research)2026-09-130 citationsDOI
AI & ComputingOpen access
A Deterministic Task-Discriminant Token Ladder: When and Why Multi-Token Quantization Pays for Edge Decisions
A Deterministic Task-Discriminant Token Ladder: When and Why Multi-Token Quantization Pays for Edge Decisions Randolph James Ferlic, M.D., and Kimberly Kate Ferlic — Fieldstone Analytics, LLC Correspondence: randolphf@fieldstoneanalyticsllc.com Preprint · Zenodo DOI: 10.5281/zeno...
Zenodo (CERN European Organization for Nuclear Research)2026-08-180 citationsDOI