2026

an archive of posts from this year

한국어

Oct 08, 2026 [논문 리뷰] JEV-as-a-Judge: Accept When Confident, Escalate When Unsure
Oct 07, 2026 [논문 리뷰] BazaarBench: Delegation Safety in Decentralized C2C Marketplaces Run by LLM Agents
Oct 06, 2026 [논문 리뷰] RRSI: Regularized Recursive Self-Improvement of Agent Harnesses
Oct 02, 2026 [논문 리뷰] Learning from Research: Toward Lifelong Agent Harness Evolution
Oct 01, 2026 [논문 리뷰] HybridCUA: Learning to Orchestrate GUI and CLI for Computer-Use Agents
Sep 30, 2026 [논문 리뷰] Agentic Routing: The Harness-Native Data Flywheel
Sep 28, 2026 [논문 리뷰] GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Sep 28, 2026 [논문 리뷰] LIGE-GR: A Smooth Leap from Ranking to Generative Recommendation in the LLM Era
Sep 23, 2026 [논문 리뷰] Compile by Training: Turning Natural-Language Specifications into Local Neural Functions
Sep 21, 2026 [논문 리뷰] Procedural Graphs: Self-Evolving Execution Structures for LLM Agents
Sep 18, 2026 [논문 리뷰] E-Commerce Bench: Evaluating LLM Agents on Long-Horizon Autonomous Business Operation
Sep 17, 2026 [논문 리뷰] DAPO: Improving Multi-Step Reasoning Abilities of Large Language Models with Direct Advantage-Based Policy Optimization
Sep 15, 2026 [논문 리뷰] Sampling via Decision-Flow: Training-Free Extraction of Improved Latent Reasoning Paths in Large Language Models
Sep 14, 2026 [논문 리뷰] The Embedder's Dilemma: LLMs Are Better, but at What Cost?
Aug 24, 2026 [논문 리뷰] Accurate Decoding of Natural Sentences from Non-Invasive Brain Recordings
Aug 21, 2026 [논문 리뷰] Agentic Method for Deterministic Validation of Legacy Code Migration
Aug 20, 2026 [논문 리뷰] RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM
Aug 14, 2026 [논문 리뷰] Hierarchical Self-Improvement: A Framework for Task-Specific Evolvable Agent Harnesses
Aug 12, 2026 [논문 리뷰] NVIDIA-labs OO Agents: Native Python Object-Oriented Agents
Aug 11, 2026 [논문 리뷰] Skaling: Chinchilla's Exponents Meet Kaplan's Coupling
Aug 04, 2026 [논문 리뷰] ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence
Aug 03, 2026 [논문 리뷰] Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering
Jul 31, 2026 [논문 리뷰] Kimi K3: Open Frontier Intelligence
Jun 29, 2026 [논문 리뷰] Autodata: An agentic data scientist to create high quality synthetic data
Jun 25, 2026 [논문 리뷰] SHIELD: An Auto-Healing Agentic Defense Framework for LLM Resource Exhaustion Attacks
Jun 25, 2026 [논문 리뷰] Code World Model Preparedness Report
Jun 04, 2026 [논문 리뷰] A Survey on Generative Recommendation: Data, Model, and Tasks
Jun 04, 2026 [논문 리뷰] Multi-Interest Recommendation: A Survey
Jun 01, 2026 [논문 리뷰] Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing
Jun 01, 2026 [논문 리뷰] Personalization and targeting: how to experiment, learn & optimize
May 29, 2026 [논문 리뷰] MobileExplorer: Accelerating On-Device Inference for Mobile GUI Agents via Online Exploration
May 29, 2026 [논문 리뷰] Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents
May 29, 2026 [논문 리뷰] ShowUI: One Vision-Language-Action Model for GUI Visual Agent
May 19, 2026 [논문 리뷰] MinT: Managed Infrastructure for Training and Serving Millions of LLMs
May 14, 2026 [논문 리뷰] Goldfish: Monolingual Language Models for 350 Languages
May 14, 2026 [논문 리뷰] Algorithmically Establishing Trust in Evaluators
May 14, 2026 [논문 리뷰] RTP-LX: Can LLMs Evaluate Toxicity in Multilingual Scenarios?
May 14, 2026 [논문 리뷰] Improving Large-Scale Recommender Systems with Auxiliary Learning
May 13, 2026 [논문 리뷰] AgenticRecTune: Multi-Agent with Self-Evolving Skillhub for Recommendation System Optimization
May 11, 2026 [논문 리뷰] Graph-Based Audience Expansion Model for Marketing Campaigns
May 08, 2026 [논문 리뷰] Personalized marketing: Leveraging AI for culturally aware segmentation and targeting
May 06, 2026 [논문 리뷰] Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs
May 06, 2026 [논문 리뷰] Unlocking the power of AI in CRM: A comprehensive multidimensional exploration
May 06, 2026 [논문 리뷰] The relevance of lead prioritization: a B2B lead scoring model based on machine learning
May 03, 2026 [논문 리뷰] Artificial intelligence in customer relationship management: A systematic framework for a successful integration
Apr 30, 2026 [논문 리뷰] TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate
Apr 29, 2026 [논문 리뷰] LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model
Apr 28, 2026 [논문 리뷰] TradingAgents: Multi-Agents LLM Financial Trading Framework
Apr 28, 2026 [논문 리뷰] How to Train Your Long-Context Visual Document Model

English

Oct 08, 2026 [Paper Review] JEV-as-a-Judge: Accept When Confident, Escalate When Unsure
Oct 07, 2026 [Paper Review] BazaarBench: Delegation Safety in Decentralized C2C Marketplaces Run by LLM Agents
Oct 06, 2026 [Paper Review] RRSI: Regularized Recursive Self-Improvement of Agent Harnesses
Oct 02, 2026 [Paper Review] Learning from Research: Toward Lifelong Agent Harness Evolution
Oct 01, 2026 [Paper Review] HybridCUA: Learning to Orchestrate GUI and CLI for Computer-Use Agents
Sep 30, 2026 [Paper Review] Agentic Routing: The Harness-Native Data Flywheel
Sep 28, 2026 [Paper Review] GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Sep 28, 2026 [Paper Review] LIGE-GR: A Smooth Leap from Ranking to Generative Recommendation in the LLM Era
Sep 23, 2026 [Paper Review] Compile by Training: Turning Natural-Language Specifications into Local Neural Functions
Sep 21, 2026 [Paper Review] Procedural Graphs: Self-Evolving Execution Structures for LLM Agents
Sep 18, 2026 [Paper Review] E-Commerce Bench: Evaluating LLM Agents on Long-Horizon Autonomous Business Operation
Sep 17, 2026 [Paper Review] DAPO: Improving Multi-Step Reasoning Abilities of Large Language Models with Direct Advantage-Based Policy Optimization
Sep 15, 2026 [Paper Review] Sampling via Decision-Flow: Training-Free Extraction of Improved Latent Reasoning Paths in Large Language Models
Sep 14, 2026 [Paper Review] The Embedder's Dilemma: LLMs Are Better, but at What Cost?
Aug 24, 2026 [Paper Review] Accurate Decoding of Natural Sentences from Non-Invasive Brain Recordings
Aug 21, 2026 [Paper Review] Agentic Method for Deterministic Validation of Legacy Code Migration
Aug 20, 2026 [Paper Review] RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM
Aug 14, 2026 [Paper Review] Hierarchical Self-Improvement: A Framework for Task-Specific Evolvable Agent Harnesses
Aug 12, 2026 [Paper Review] NVIDIA-labs OO Agents: Native Python Object-Oriented Agents
Aug 11, 2026 [Paper Review] Skaling: Chinchilla's Exponents Meet Kaplan's Coupling
Aug 04, 2026 [Paper Review] ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence
Aug 03, 2026 [Paper Review] Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering
Jul 31, 2026 [Paper Review] Kimi K3: Open Frontier Intelligence
Jun 29, 2026 [Paper Review] Autodata: An agentic data scientist to create high quality synthetic data
Jun 25, 2026 [Paper Review] SHIELD: An Auto-Healing Agentic Defense Framework for LLM Resource Exhaustion Attacks
Jun 25, 2026 [Paper Review] Code World Model Preparedness Report
Jun 04, 2026 [Paper Review] A Survey on Generative Recommendation: Data, Model, and Tasks
Jun 04, 2026 [Paper Review] Multi-Interest Recommendation: A Survey
Jun 01, 2026 [Paper Review] Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing
Jun 01, 2026 [Paper Review] Personalization and targeting: how to experiment, learn & optimize
May 29, 2026 [Paper Review] MobileExplorer: Accelerating On-Device Inference for Mobile GUI Agents via Online Exploration
May 29, 2026 [Paper Review] Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents
May 29, 2026 [Paper Review] ShowUI: One Vision-Language-Action Model for GUI Visual Agent
May 19, 2026 [Paper Review] MinT: Managed Infrastructure for Training and Serving Millions of LLMs
May 14, 2026 [Paper Review] Goldfish: Monolingual Language Models for 350 Languages
May 14, 2026 [Paper Review] Algorithmically Establishing Trust in Evaluators
May 14, 2026 [Paper Review] RTP-LX: Can LLMs Evaluate Toxicity in Multilingual Scenarios?
May 14, 2026 [Paper Review] Improving Large-Scale Recommender Systems with Auxiliary Learning
May 13, 2026 [Paper Review] AgenticRecTune: Multi-Agent with Self-Evolving Skillhub for Recommendation System Optimization
May 11, 2026 [Paper Review] Graph-Based Audience Expansion Model for Marketing Campaigns
May 08, 2026 [Paper Review] Personalized marketing: Leveraging AI for culturally aware segmentation and targeting
May 06, 2026 [Paper Review] Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs
May 06, 2026 [Paper Review] Unlocking the power of AI in CRM: A comprehensive multidimensional exploration
May 06, 2026 [Paper Review] The relevance of lead prioritization: a B2B lead scoring model based on machine learning
May 03, 2026 [Paper Review] Artificial intelligence in customer relationship management: A systematic framework for a successful integration
Apr 30, 2026 [Paper Review] TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate
Apr 29, 2026 [Paper Review] LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model
Apr 28, 2026 [Paper Review] TradingAgents: Multi-Agents LLM Financial Trading Framework
Apr 28, 2026 [Paper Review] How to Train Your Long-Context Visual Document Model