Vol. 1 (2026): Archive

Published: 2026-10-29

Methods Review

Measuring Multimodal Reasoning Beyond Aggregate Benchmark Accuracy

Ryan Scott (Author)
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Perspective

Documentation as Infrastructure for Accountable AI Systems

Jonathan King (Author)
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Human Oversight in Agentic AI: Authority, Interaction, and Failure Containment

Brian Baker (Author)
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Review

Calibrated Abstention and Escalation in Foundation-Model Systems

Anthony Young (Author)
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Privacy-Preserving Adaptation of Large Language Models: An Evidence Framework

Kevin Adams (Author)
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Review Article

Open cotton boll detection using LiDAR point clouds and RGB images from unmanned aerial systems: Provenance, Traceability, and Auditability

Grayson Harrison, Holden Martin, Jared Roberts (Author)
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Automated Molecular Concept Generation and Labeling with Large Language Models: Resource Efficiency and Performance Trade-offs

Nolan Scott, Preston Peterson, Reid Richardson (Author)
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Coupled Transformer Autoencoder for Disentangling Multi-Region Neural Latent Dynamics: Uncertainty and Sensitivity Analysis

Graham Griffin, Heath Barnes, Ivan Hamilton (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Evaluation Design and Construct Validity

Mitchell Bryant, Parker Woods, Reed Mason (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Human Oversight and Decision Accountability

Russell Warren, Trent Butler, Warren Gibson (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: From Benchmark Results to External Validity

Zach Webb, Abram Patterson, Brooks Jenkins (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Adaptation and Calibration Across Domains

Finn Johnston, Grayson Gardner, Holden Hoffman (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Multimodal Alignment and Information Fusion

Jared Schmidt, Kieran Larson, Landon Carlson (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Open Science and Comparative Benchmarking

Miles Newman, Nolan Morrison, Preston Franklin (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Provenance, Traceability, and Auditability

Reid Pearson, Sawyer Barrett, Spencer Fletcher (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Failure Modes and Error Containment

Tanner Burke, Troy Armstrong, Wade Davidson (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Resource Efficiency and Performance Trade-offs

Wyatt Holland, Alec Hawkins, Brett Keller (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Interface Design and Evidence Communication

Dalton Bishop, Drew Montgomery, Elliott Hudson (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Attributing Performance to Model Components

Felix Wheeler, Graham Perkins, Heath Fleming (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Robustness Under Distribution Shift

Ivan Chandler, Jake Stevenson, Kent Henderson (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Deployment and Systems Integration

Lance Stewart, Mitchell Phillips, Parker Bennett (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Uncertainty and Sensitivity Analysis

Reed Brooks, Russell Parker, Trent Wallace (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Reproducibility and Reporting Standards

Warren Murphy, Zach Cooper, Abram Fisher (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Monitoring Performance and Model Drift

Brooks Wilson, Clayton Collins, Dawson Turner (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Risk Stratification and Threshold Selection

Emmett Harrison, Finn Martin, Grayson Roberts (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Scalability and Operational Maintainability

Holden Morgan, Jared Foster, Kieran Edwards (Author)
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Towards Explainable RAG - Interpreting the Influence of Retrieved Passages on Generation: Causal Claims and Confounding

Wade Powell, Wyatt Hughes, Alec Simmons (Author)
Critical Roles of Chalcogenide Anion on Strengthening Stability of Ni 2 Mo 6 Te 8 for Almost Exclusive Electrocatalysts Nitrate to Ammonia Conversion: Multimodal Alignment and Information Fusion

Reid Sanders, Sawyer Powell, Spencer Hughes (Author)
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Dual-function akaganeite (β-FeOOH) a photo-Fenton system for hydrogen generation and pollutant degradation: Multimodal Alignment and Information Fusion

Elliott Phillips, Felix Bennett, Graham Brooks (Author)
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Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning: Uncertainty and Sensitivity Analysis

Zach Larson, Abram Carlson, Brooks Newman (Author)
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PhysEditWorld - A Large-Scale Dataset Toward Physics-Editable World Models: Monitoring Performance and Model Drift

Finn Barrett, Grayson Fletcher, Holden Burke (Author)
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Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning: Evaluation Design and Construct Validity

Reid Robertson, Sawyer Harper, Spencer Montgomery (Author)
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PhysEditWorld - A Large-Scale Dataset Toward Physics-Editable World Models: From Benchmark Results to External Validity

Wyatt Fleming, Alec Chandler, Brett Stevenson (Author)
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Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning: Causal Claims and Confounding

Bryce Henderson, Carson Stewart, Chase Phillips (Author)
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Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning: Multimodal Alignment and Information Fusion

Felix Wallace, Graham Murphy, Heath Cooper (Author)
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Hierarchical Spatial Mamba Framework for Point Cloud Classification: Open Science and Comparative Benchmarking

Ivan Fisher, Jake Wilson, Kent Collins (Author)
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Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning: Provenance, Traceability, and Auditability

Lance Turner, Mitchell Harrison, Parker Martin (Author)
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