The Hitchhiker's Guide to Agentic AI: From Foundations to Systems
cs.AI, cs.CL, cs.IR, cs.LG
Submitted: 2026-06-22
Updated: 2026-09-29
Code: https://github.com/noamgat/lm-format-enforcer
Terminology
Sources
- Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild
- Quantifying Attention Flow in Transformers
- Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning
- Concrete Problems in AI Safety
- Terahertz radiation generation by laser-resonant excitation of terahertz surface magnetoplasmons on a graphene-n-InSb semiconductor interface
- Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
- A General Theoretical Paradigm to Understand Learning from Human Preferences
- Layer Normalization
- Constitutional AI: Harmlessness from AI Feedback
- Kimi K2: Open Agentic Intelligence
- MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
- From Human Explanation to Model Interpretability: A Framework Based on Weight of Evidence
- Longformer: The Long-Document Transformer
- Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale
- Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
- Noise Contrastive Alignment of Language Models with Explicit Rewards
- Chirality in an $E_8$ model of elementary particles
- M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
- FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
- Evaluating Large Language Models Trained on Code
Related papers
- MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
- Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
- The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
- MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
- Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems
- VSAL: A Vision Solver with Adaptive Layouts for Graph Property Detection