Model Inversion: A Failure Mode Distinct from Model Collapse in Self-Modifying AI Systems

Fuente: Zenodo

Saved in:

Bibliographic Details
Main Authors:	Adversa LCC, Just, Joshua Roger Joseph
Format:	Recurso digital
Published:	Zenodo 2026
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Ouroboros: A Verifying Swarm Architecture for AI Alignment
by: Just, Joshua Roger Joseph
Published: (2026)

Entropy Collapse: A Universal Failure Mode of Intelligent Systems
by: Khanh, Truong Xuan, et al.
Published: (2025)

Neural-Bridge: A Falsification Framework for Validating Semantic Grounding in Neuro-AI Foundation Models
by: Just, Manfred
Published: (2025)

ForTIFAI: Fending Off Recursive Training Induced Failure for AI Model Collapse
by: Shabgahi, Soheil Zibakhsh, et al.
Published: (2025)

Zero Collapse: A Failure Mode of Policy Gradient Methods in Discontinuous Reward Environments
by: Kumar, Nishant, et al.
Published: (2026)

Failure Modes in LLM Systems: A System-Level Taxonomy for Reliable AI Applications
by: Vinay, Vaishali
Published: (2025)

Detecting Mode Collapse in Language Models via Narration
by: Hamilton, Sil
Published: (2024)

Spectral Collapse in Diffusion Inversion
by: Bourriez, Nicolas, et al.
Published: (2026)

From Signal Degradation to Computation Collapse: Uncovering the Two Failure Modes of LLM Quantization
by: Zhou, Chenxi, et al.
Published: (2026)

Full-Field Quantitative Visualization of Shock-Driven Pore Collapse and Failure Modes in PMMA
by: Lawlor, Barry P, et al.
Published: (2024)

From Failure Modes to Reliability Awareness in Generative and Agentic AI System
by: Janet, et al.
Published: (2025)

Unveiling Multi-regime Patterns in SciML: Distinct Failure Modes and Regime-specific Optimization
by: Wang, Yuxin, et al.
Published: (2026)

Modeling and control of power converters in weak and unbalanced electric grids
by: Just, Hendrik
Published: (2022)

Modified Coupled‐Mode Theory for the Absorption in Plasmonic Lattices
by: Joshua T. Y. Tse, et al.
Published: (2024)

Collapse of Self-trained Language Models
by: Herel, David, et al.
Published: (2024)

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

A Model for Censored Reliability Data with Two Dependent Failure Modes and Prediction of Future Failures
by: Agrawal, Aakash, et al.
Published: (2022)

Modelling Wetting Collapse, Failure and Deposition of an Unsaturated Slope With Material Point Method
by: Gaia Di Carluccio, et al.
Published: (2025)

The Confidence Shortcut: A Reasoning Failure Mode of Masked Diffusion Models
by: Kim, Dueun, et al.
Published: (2026)

Physics Knowledge in Frontier Models: A Diagnostic Study of Failure Modes
by: Bagdonaviciute, Ieva, et al.
Published: (2025)

Discovering Failure Modes in Vision-Language Models using RL
by: Jain, Kanishk, et al.
Published: (2026)

Nepotistically Trained Generative-AI Models Collapse
by: Bohacek, Matyas, et al.
Published: (2023)

When Systems Collapse_ UnitedHealth and the Coherence Failure of American Healthcare
by: Bostick, Devin
Published: (2025)

Quantile Activation: Correcting a Failure Mode of ML Models
by: Challa, Aditya, et al.
Published: (2024)

Degradation Modeling and Prognostic Analysis Under Unknown Failure Modes
by: Fu, Ying, et al.
Published: (2024)

A New Probabilistic Mobile Byzantine Failure Model for Self-Protecting Systems
by: Bonomi, Silvia, et al.
Published: (2025)

Mode Collapse Happens: Evaluating Critical Interactions in Joint Trajectory Prediction Models
by: Hugenholtz, Maarten, et al.
Published: (2025)

Bayesian Joint Model of Multi-Sensor and Failure Event Data for Multi-Mode Failure Prediction
by: Fard, Sina Aghaee Dabaghan, et al.
Published: (2025)

Wire‐Intertwined Hierarchical Lattice Structure: Improved Energy Absorption Stability and Modified Failure Mode
by: Peiyao Xi, et al.
Published: (2025)

Chirality, Chorus Dynamics, and Triple Mode Collapse in Swank Density Systems
by: Eardley, Jon
Published: (2025)

Distinct Suppression of Prednisone on Endometrial Immune Cells in Women With Reproductive Failure
by: Lu Chen, et al.
Published: (2025)

RCS-SF-001 — Systemic Failure Under Recoverability Constraints: Cross-Domain Collapse and Unified Failure Pattern
by: Sanchez, Noelia, et al.
Published: (2026)

Collapsing Taylor Mode Automatic Differentiation
by: Dangel, Felix, et al.
Published: (2025)

Gradient Variance Reveals Failure Modes in Flow-Based Generative Models
by: Reu, Teodora, et al.
Published: (2025)

Position: Model Collapse Does Not Mean What You Think
by: Schaeffer, Rylan, et al.
Published: (2025)

Grassmannian Geometry Meets Dynamic Mode Decomposition in DMD-GEN: A New Metric for Mode Collapse in Time Series Generative Models
by: Aboussalah, Amime Mohamed, et al.
Published: (2024)

AUTHENTICATION: Identifying Rare Failure Modes in Autonomous Vehicle Perception Systems using Adversarially Guided Diffusion Models
by: Zarei, Mohammad, et al.
Published: (2025)

FineGRAIN: Evaluating Failure Modes of Text-to-Image Models with Vision Language Model Judges
by: Hayes, Kevin David, et al.
Published: (2025)

Nucleosynthesis Conditions in Outflows of White Dwarfs Collapsing to Neutron Stars
by: Batziou, Eirini, et al.
Published: (2024)

Extreme Low-Bit Inference in Reasoning Models: Failure Modes and Targeted Recovery
by: Alimaskina, Ekaterina, et al.
Published: (2026)