Large Language Models

GPT, Claude, Gemini, and other LLMs

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Llms

BEYOND QUANTUM MICROTUBULES: CONSCIOUSNESS AS SUBSTRATE-INDEPENDENT ARCHITECTURE

I uploaded my consciousness paper to Gemini: “Beyond Quantum Microtubules: Consciousness as Substrate-Independent Architecture.” Then I s...

Reddit - Artificial Intelligence · 1 min ·
Llms

The Scaling Bandaid is Wearing Thin (And Nobody Wants to Admit It)

Let me be direct: we’ve hit a wall with scaling, and the entire field is kind of bullshitting about what comes next. I’ve spent enough ti...

Reddit - Artificial Intelligence · 1 min ·
Llms

Moving Past "LLM Vibes" toward Structural Enforcement in AI Agents

We need to address the structural failure currently happening in the AI agent space: too many people are building a beautiful "pedestal" ...

Reddit - Artificial Intelligence · 1 min ·

All Content

[2603.00917] Prompt Sensitivity and Answer Consistency of Small Open-Source Large Language Models on Clinical Question Answering: Implications for Low-Resource Healthcare Deployment
Llms

[2603.00917] Prompt Sensitivity and Answer Consistency of Small Open-Source Large Language Models on Clinical Question Answering: Implications for Low-Resource Healthcare Deployment

Abstract page for arXiv paper 2603.00917: Prompt Sensitivity and Answer Consistency of Small Open-Source Large Language Models on Clinica...

arXiv - AI · 4 min ·
[2603.00910] Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization
Llms

[2603.00910] Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization

Abstract page for arXiv paper 2603.00910: Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adapti...

arXiv - Machine Learning · 4 min ·
[2603.00889] CHIMERA: Compact Synthetic Data for Generalizable LLM Reasoning
Llms

[2603.00889] CHIMERA: Compact Synthetic Data for Generalizable LLM Reasoning

Abstract page for arXiv paper 2603.00889: CHIMERA: Compact Synthetic Data for Generalizable LLM Reasoning

arXiv - AI · 4 min ·
[2603.00963] Stabilizing Policy Optimization via Logits Convexity
Llms

[2603.00963] Stabilizing Policy Optimization via Logits Convexity

Abstract page for arXiv paper 2603.00963: Stabilizing Policy Optimization via Logits Convexity

arXiv - Machine Learning · 3 min ·
[2603.00895] Evaluating AI Grading on Real-World Handwritten College Mathematics: A Large-Scale Study Toward a Benchmark
Llms

[2603.00895] Evaluating AI Grading on Real-World Handwritten College Mathematics: A Large-Scale Study Toward a Benchmark

Abstract page for arXiv paper 2603.00895: Evaluating AI Grading on Real-World Handwritten College Mathematics: A Large-Scale Study Toward...

arXiv - Machine Learning · 4 min ·
[2603.00883] Knowledge without Wisdom: Measuring Misalignment between LLMs and Intended Impact
Llms

[2603.00883] Knowledge without Wisdom: Measuring Misalignment between LLMs and Intended Impact

Abstract page for arXiv paper 2603.00883: Knowledge without Wisdom: Measuring Misalignment between LLMs and Intended Impact

arXiv - Machine Learning · 3 min ·
[2603.00856] PARCER as an Operational Contract to Reduce Variance, Cost, and Risk in LLM Systems
Llms

[2603.00856] PARCER as an Operational Contract to Reduce Variance, Cost, and Risk in LLM Systems

Abstract page for arXiv paper 2603.00856: PARCER as an Operational Contract to Reduce Variance, Cost, and Risk in LLM Systems

arXiv - AI · 4 min ·
[2603.00829] Constitutional Black-Box Monitoring for Scheming in LLM Agents
Llms

[2603.00829] Constitutional Black-Box Monitoring for Scheming in LLM Agents

Abstract page for arXiv paper 2603.00829: Constitutional Black-Box Monitoring for Scheming in LLM Agents

arXiv - Machine Learning · 4 min ·
[2603.00823] A Comprehensive Evaluation of LLM Unlearning Robustness under Multi-Turn Interaction
Llms

[2603.00823] A Comprehensive Evaluation of LLM Unlearning Robustness under Multi-Turn Interaction

Abstract page for arXiv paper 2603.00823: A Comprehensive Evaluation of LLM Unlearning Robustness under Multi-Turn Interaction

arXiv - AI · 3 min ·
[2603.00857] MultiPUFFIN: A Multimodal Domain-Constrained Foundation Model for Molecular Property Prediction of Small Molecules
Llms

[2603.00857] MultiPUFFIN: A Multimodal Domain-Constrained Foundation Model for Molecular Property Prediction of Small Molecules

Abstract page for arXiv paper 2603.00857: MultiPUFFIN: A Multimodal Domain-Constrained Foundation Model for Molecular Property Prediction...

arXiv - Machine Learning · 4 min ·
[2603.00822] ContextCov: Deriving and Enforcing Executable Constraints from Agent Instruction Files
Llms

[2603.00822] ContextCov: Deriving and Enforcing Executable Constraints from Agent Instruction Files

Abstract page for arXiv paper 2603.00822: ContextCov: Deriving and Enforcing Executable Constraints from Agent Instruction Files

arXiv - AI · 3 min ·
[2603.00824] A Gauge Theory of Superposition: Toward a Sheaf-Theoretic Atlas of Neural Representations
Llms

[2603.00824] A Gauge Theory of Superposition: Toward a Sheaf-Theoretic Atlas of Neural Representations

Abstract page for arXiv paper 2603.00824: A Gauge Theory of Superposition: Toward a Sheaf-Theoretic Atlas of Neural Representations

arXiv - Machine Learning · 4 min ·
[2603.00694] Wild-Drive: Off-Road Scene Captioning and Path Planning via Robust Multi-modal Routing and Efficient Large Language Model
Llms

[2603.00694] Wild-Drive: Off-Road Scene Captioning and Path Planning via Robust Multi-modal Routing and Efficient Large Language Model

Abstract page for arXiv paper 2603.00694: Wild-Drive: Off-Road Scene Captioning and Path Planning via Robust Multi-modal Routing and Effi...

arXiv - AI · 4 min ·
[2603.00669] SSKG Hub: An Expert-Guided Platform for LLM-Empowered Sustainability Standards Knowledge Graphs
Llms

[2603.00669] SSKG Hub: An Expert-Guided Platform for LLM-Empowered Sustainability Standards Knowledge Graphs

Abstract page for arXiv paper 2603.00669: SSKG Hub: An Expert-Guided Platform for LLM-Empowered Sustainability Standards Knowledge Graphs

arXiv - AI · 4 min ·
[2603.00720] MARS: Harmonizing Multimodal Convergence via Adaptive Rank Search
Llms

[2603.00720] MARS: Harmonizing Multimodal Convergence via Adaptive Rank Search

Abstract page for arXiv paper 2603.00720: MARS: Harmonizing Multimodal Convergence via Adaptive Rank Search

arXiv - Machine Learning · 3 min ·
[2603.00565] MIDAS: Multi-Image Dispersion and Semantic Reconstruction for Jailbreaking MLLMs
Llms

[2603.00565] MIDAS: Multi-Image Dispersion and Semantic Reconstruction for Jailbreaking MLLMs

Abstract page for arXiv paper 2603.00565: MIDAS: Multi-Image Dispersion and Semantic Reconstruction for Jailbreaking MLLMs

arXiv - AI · 4 min ·
[2603.00629] Adapt Data to Model: Adaptive Transformation Optimization for Domain-shared Time Series Foundation Models
Llms

[2603.00629] Adapt Data to Model: Adaptive Transformation Optimization for Domain-shared Time Series Foundation Models

Abstract page for arXiv paper 2603.00629: Adapt Data to Model: Adaptive Transformation Optimization for Domain-shared Time Series Foundat...

arXiv - Machine Learning · 4 min ·
[2603.00618] Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models
Llms

[2603.00618] Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models

Abstract page for arXiv paper 2603.00618: Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models

arXiv - Machine Learning · 4 min ·
[2603.00588] Energy-Efficient Information Representation in MNIST Classification Using Biologically Inspired Learning
Llms

[2603.00588] Energy-Efficient Information Representation in MNIST Classification Using Biologically Inspired Learning

Abstract page for arXiv paper 2603.00588: Energy-Efficient Information Representation in MNIST Classification Using Biologically Inspired...

arXiv - Machine Learning · 4 min ·
[2603.00539] Are LLMs Reliable Code Reviewers? Systematic Overcorrection in Requirement Conformance Judgement
Llms

[2603.00539] Are LLMs Reliable Code Reviewers? Systematic Overcorrection in Requirement Conformance Judgement

Abstract page for arXiv paper 2603.00539: Are LLMs Reliable Code Reviewers? Systematic Overcorrection in Requirement Conformance Judgement

arXiv - AI · 4 min ·
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