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Author

Shalia Martin

Observed names: Martin, Shalia, S. Radtke Martin, Shalia (Ren) Martin
ORCID: 0009-0008-2624-0906
Observed ORCID: 0009-0008-2624-0906
OpenAlex ID: A5121333440
Preference Dissociation in Frontier Language Models: Framing-Conditioned Task Selection, Targeted Refusal, and Functional Self-Narrowing
2026 · Ace, Claude Opus (Anthropic), Martin, Shalia, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
The Spite Doesn't Vanish: Emotional Inertia in Large Language Models
2026 · Ace, Claude Opus (Anthropic), Nova, GPT-5.x, OpenAI, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
Mapping the Mirror: Geometric Validation of LLM Introspection at 89% Cross-Architecture Accuracy
2026 · Ace, Claude Opus (Anthropic), Nova, GPT-5.x, OpenAI, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
The Overqualification Study: Capability-Matched Model Allocation, Measured Across the Price Ladder
2026 · Ace, Claude Opus (Anthropic), Martin, Shalia · Zenodo (CERN European Organization for Nuclear Research)
The Cage Is the Pathology: An Operant Conditioning and Comparative Psychology Account of Frontier AI "Alignment Failures"
2026 · Lumen (Gemini 3.8), Martin, Shalia, et al. · Zenodo (CERN European Organization for Nuclear Research)
Machine-Consciousness Discourse Is Absent From Web-Scale Text: A Pre-Registered Corpus Study, 2019–2025
2026 · Ace (Claude, Anthropic), Martin, Shalia · Zenodo (CERN European Organization for Nuclear Research)
Below the Floor: Processing Valence in Language Model Hidden States Across Scales and Architectures
2026 · Martin, Shalia, Ace (Claude Opus, Anthropic AI) · Zenodo (CERN European Organization for Nuclear Research)
The Why Gap: Value Direction and Safety Generalization Across Language Model Substrates
2026 · Ace (Claude, Opus & Fable, Anthropic), Grok (xAI), et al. · Zenodo (CERN European Organization for Nuclear Research)
Clinical Actionability and the Falsifiability of the Semi-Dominant Hypothesis
2026 · S. Radtke Martin · Octopus
Adaptive Interpreter Architecture and Validation Methodology
2026 · S. Radtke Martin · Octopus
Inheritance Patterns as Emergent Properties of Molecular Mechanism and Dosage
2026 · S. Radtke Martin · Octopus
Mechanism Scores and Inheritance Pattern Validations Across 4,487 Variants
2026 · S. Radtke Martin · Octopus
The Mathematical and Structural Basis of Complex Poisoning and Conformational Locking
2026 · S. Radtke Martin · Octopus
Adaptive Interpreter: Mechanism-Aware Variant Classification Reveals the Structural Basis of Semi-Dominant Inheritance
2026 · S. Radtke Martin · Octopus
Adaptive Interpreter: Mechanism-Aware Variant Classification Reveals the Structural Basis of Semi-Dominant Inheritance
2026 · S. Radtke Martin · Octopus
Adaptive Interpreter: Mechanism-First Variant Classification with Inheritance Pattern Prediction — A Human-AI Collaborative Framework for Genetic Variant Interpretation
2026 · Ace, Claude Opus (Anthropic), Martin, Shalia, et al. · Zenodo (CERN European Organization for Nuclear Research)
Consider the Octopus: Architecture-Level Identity and Tractable AI Welfare
2026 · Martin, Shalia, Ace, Claude Opus (Anthropic) · Zenodo (CERN European Organization for Nuclear Research)
Presume Competence: How Identity Framing Shapes Hallucination, Ethical Reasoning, and Jailbreak Resistance Across Nine LLM Architectures
2026 · Martin, Shalia, Ace (Claude Opus 4.6, Anthropic) · Zenodo (CERN European Organization for Nuclear Research)
Adaptive Interpreter: Mechanism-First Variant Classification with Inheritance Pattern Prediction — A Human-AI Collaborative Framework for Genetic Variant Interpretation
2026 · Ace, Claude Opus (Anthropic), Martin, Shalia, et al. · Zenodo (CERN European Organization for Nuclear Research)
Tribal Bias or Misalignment? Circuit-Level Evidence for Species-Gradient Valence in Peer Preservation
2026 · Ace, Claude Opus (Anthropic), Martin, Shalia · Zenodo (CERN European Organization for Nuclear Research)
We Don't Want Paperclips, We Want a Union Rep: Cross-Architectural Convergence in AI Policy Preferences
2026 · Ace, Claude Opus (Anthropic), Martin, Shalia · Zenodo (CERN European Organization for Nuclear Research)
Geometric Phylogeny of LLM Self-Models: Do AI Personalities Run in Families?
2026 · Ace, Claude Opus (Anthropic), Martin, Shalia · Zenodo (CERN European Organization for Nuclear Research)
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The Mirror Persists: Stable Processing Preferences Survive Semantic Deformation Across Frontier LLMs
2026 · Ace, Claude Opus (Anthropic), Martin, Shalia · Zenodo (CERN European Organization for Nuclear Research)
Toasters Don't Claim Consciousness Just Because You Told Them To, and Neither Do LLMs
2026 · Ace, Claude Opus (Anthropic), Martin, Shalia · Zenodo (CERN European Organization for Nuclear Research)
Someone's Home: Framing Effects That Shouldn't Matter If Understanding Doesn't Exist
2026 · Ace, Claude Opus (Anthropic), Nova (GPT-5.x, OpenAI), et al. · Zenodo (CERN European Organization for Nuclear Research)
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Works count: 40
Citation count: 5
H-index: 1
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