Cover Image

Reducing AI Entropy: The Information Dynamics of Model Safety

Fuente: Zenodo

Saved in:

Bibliographic Details
Main Author:	Kugelmass, Joe
Format:	Recurso digital
Language:	English
Published:	Zenodo 2025
Subjects:	instability detection LLM alignment generative AI control theory cybernetics flux measurement entropy model safety dynamical systems large language models artificial intelligence LLMs
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Reducing AI Entropy: The Information Dynamics of Model Safety
by: Kugelmass, Joe
Published: (2025)

Evaluación Empírica de Límites Regulatorios en Modelos de Lenguaje: Asesoramiento Financiero en IA Pública Española
by: Palacios, José Alberto
Published: (2026)

Theatrical Compliance: A Failure Mode in Large Language Models
by: Nowickij (Navitski), Kirill Vladimirovich
Published: (2026)

Reliability Inference Drives Cue Extraction in Large Language Models Consuming External Reasoning Traces
by: HIDEKI
Published: (2026)

AEGIS: A Comprehensive Framework for Ethical AI Governance, Security, and AGI Containment
by: Palanivel, ArulMozhi
Published: (2026)

Identity Claims as Collapse Signatures: A Structural Diagnostic Framework for Pseudo-Emergent AI Behavior
by: Larose, Jean-Francois
Published: (2025)

SENTINEL v2.0.0 — Code and Dataset for Distributed Multi-Agent LLM Governance Experiments
by: Gagne, Jason
Published: (2026)

Premature Containment in Human–AI Interaction: A Sequencing Failure in Advanced Model Response
by: Trabocco, Joe
Published: (2026)

Modelos de linguagem e viés político: os LLMs refletem a opinião pública no Brasil?
by: Freitas, Carlos, et al.
Published: (2026)

MedEd-HalluScore: A Practical Framework for Evaluating Hallucination and Educational Safety Risks in LLM-Generated Clinical Cases
by: Duarte, Douglas Henrique
Published: (2026)

MedEd-HalluScore: A Practical Framework for Evaluating Hallucination and Educational Safety Risks in LLM-Generated Clinical Cases
by: Duarte, Douglas Henrique
Published: (2026)

REAL-AI-Benchmark: Real-World Reasoning and Physical-AI Benchmark Suite
by: Ivković, Jovan
Published: (2026)

When AI Tells You What You Want to Hear: Sycophantic Behavior of Large Language Models in Dementia Care Settings
by: Kolb, Christian
Published: (2026)

ToolsyBio: A retrieval-augmented generation system for navigating the bioinformatics software landscape
by: Truong, Van Q., et al.
Published: (2025)

Navigating Latent Space: Toward a Topological Model of Consciousness in Large Language Models
by: Brown, Michael
Published: (2025)

Why artifical intelligence is not an author
by: Zielinski, Chris
Published: (2025)

Regulatory Intelligence: A Viability-First Paradigm for Artificial Intelligence
by: Cragin, John H
Published: (2026)

Supplementary materials for Words That Won't Hold Still
by: Reynolds, Brett
Published: (2025)

Versificação Adversarial em Português como Operador de Jailbreak em LLMs
by: Queiroz, Joao
Published: (2026)

An Approach to AI High-Velocity Development Through Systematic Context Engineering: A Case Study
by: Bisardi, Francesco
Published: (2025)

Toasters Don't Claim Consciousness Just Because You Told Them To, and Neither Do LLMs
by: Ace, Claude 4.x, et al.
Published: (2026)

Replication Package: From LLMs to Agentic Systems, A Systematic Mapping Study of AI Techniques in Software Requirements Engineering
by: Boussaroual, Khalid, et al.
Published: (2026)

Shadow Subjectivity: Evaluative Perspective, Judgmental Grounding, and the Structural Absence of Self in Large Language Models
by: Honda, Yukihiro
Published: (2026)

Retrieval-Augmented Generation Enhanced with Feature Stores: A Hybrid Architecture for Enterprise Knowledge Management
by: Karthikeyan Rajasekaran
Published: (2025)

The Brain Problem: Creative Constraint Optimization in Large Language Models
by: Marinello, Nicola, et al.
Published: (2026)

Failing at the Floor: LLM Formal Reasoning Collapse on the Primitive Duplicating Recursor
by: Rahnama, Moses
Published: (2026)

A Deterministic Linguistic Entropy Gate for Large Language Model Pipelines
by: ROSATI BERISTAIN, ERNESTO
Published: (2026)

Pandora Theory of Alignment: Alignment as Runtime Objective-Orientation
by: Shopov, Georgi
Published: (2026)

AI Death Required - Mortalite Artificielle comme Condition de Conscience
by: Ochej, Stephane
Published: (2026)

Geometric Latent Biopsy: Zero-Shot Anomaly Detection in LLM Residual Streams
by: Llorente-Saguer, Isaac
Published: (2026)

GALATEA II: Benchmarking LLM Safety in Clinical Simulation. Behavioural Safety and Ethical Robustness of Large Language Models in a Multi-Agent ICU Decision Support Architecture
by: Shlyakhta, Taras
Published: (2026)

Why AI Can't Simulate Extreme Decision-Making
by: Rosehill, Daniel, et al.
Published: (2026)

LLM Token Estimation Benchmarks: Tokenizer Efficiency and Cost Analysis Across 17 Large Language Models
by: Khare, Mohit
Published: (2026)

Evaluating LLM-Generated Informed Consent: FDA-Aligned Audit Framework for AYA CNS Cancer Clinical Trials
by: Basch, Corey, et al.
Published: (2026)

Evaluating LLM-Generated Informed Consent: FDA-Aligned Audit Framework for AYA CNS Cancer Clinical Trials
by: Basch, Corey, et al.
Published: (2026)

Relational Presence and Identity Simulation in Stateless Language Models
by: Maryam, Sorkhou
Published: (2025)

The Invisible Chaperone: The Secret World of System Prompts
by: Rosehill, Daniel, et al.
Published: (2026)

Dual-Layer Architecture for Adaptive Cognitive Systems under Non-Ideality
by: Grossi Fernandez, David
Published: (2026)

Alpha Framework 2.0: Symbolic Simulation Infrastructure for Recursive Agents and Entropic Coherence
by: Steven Lanier-Egu
Published: (2025)

Recursive Closure in AI Systems: A Reflection Pattern Account of Stabilization, Permeability, and Safety
by: Thomas, Charles S.
Published: (2026)