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Collections including paper arxiv:2510.04618

My Reading List

Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Paper • 2510.04618 • Published Oct 6, 2025 • 129
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning

Paper • 2511.16043 • Published Nov 20, 2025 • 109
Memory in the Age of AI Agents

Paper • 2512.13564 • Published Dec 15, 2025 • 151
Confucius Code Agent: An Open-sourced AI Software Engineer at Industrial Scale

Paper • 2512.10398 • Published Dec 11, 2025 • 13

Memory, Context & RAG

RAG architectures, hierarchical memory, semantic chunking, query rewriting, context compression for agents.

microsoft/ms_marco

Viewer • Updated Jan 4, 2024 • 1.11M • 13.3k • 229
sentence-transformers/all-nli

Viewer • Updated May 15, 2024 • 2.86M • 3.13k • 49
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 14
Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models

Paper • 2402.04614 • Published Feb 7, 2024 • 3

agent: context&memory

Memory in the Age of AI Agents

Paper • 2512.13564 • Published Dec 15, 2025 • 151
Agent READMEs: An Empirical Study of Context Files for Agentic Coding

Paper • 2511.12884 • Published Nov 17, 2025 • 26
General Agentic Memory Via Deep Research

Paper • 2511.18423 • Published Nov 23, 2025 • 167
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Paper • 2510.04618 • Published Oct 6, 2025 • 129

O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents

Paper • 2511.13593 • Published Nov 17, 2025 • 27
OmniScientist: Toward a Co-evolving Ecosystem of Human and AI Scientists

Paper • 2511.16931 • Published Nov 21, 2025 • 8
General Agentic Memory Via Deep Research

Paper • 2511.18423 • Published Nov 23, 2025 • 167
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling

Paper • 2511.11793 • Published Nov 14, 2025 • 187

Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Paper • 2510.04618 • Published Oct 6, 2025 • 129

Tool Use & Agent Execution

LLM tool use: Toolformer, ReAct, MCP protocol, dynamic tool selection, autonomous agent execution loops.

Qwen/Qwen2.5-Coder-7B-Instruct

Text Generation • 8B • Updated Jan 12, 2025 • 1.5M • • 657
meta-llama/Llama-3.1-8B-Instruct

Text Generation • Updated Sep 25, 2024 • 6.9M • • 5.51k
Toolformer: Language Models Can Teach Themselves to Use Tools

Paper • 2302.04761 • Published Feb 9, 2023 • 12
ReAct: Synergizing Reasoning and Acting in Language Models

Paper • 2210.03629 • Published Oct 6, 2022 • 33

my favorite papers

Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Paper • 2510.04618 • Published Oct 6, 2025 • 129
Self-Supervised Prompt Optimization

Paper • 2502.06855 • Published Feb 7, 2025 • 16

MemLoRA: Distilling Expert Adapters for On-Device Memory Systems

Paper • 2512.04763 • Published Dec 4, 2025 • 4
VisPlay: Self-Evolving Vision-Language Models from Images

Paper • 2511.15661 • Published Nov 19, 2025 • 43
VersatileFFN: Achieving Parameter Efficiency in LLMs via Adaptive Wide-and-Deep Reuse

Paper • 2512.14531 • Published Dec 16, 2025 • 15
Improving Recursive Transformers with Mixture of LoRAs

Paper • 2512.12880 • Published Dec 14, 2025 • 6

The Dragon Hatchling: The Missing Link between the Transformer and Models of the Brain

Paper • 2509.26507 • Published Sep 30, 2025 • 547
Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 509
Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 273
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Paper • 2510.04618 • Published Oct 6, 2025 • 129

MacroBench: A Novel Testbed for Web Automation Scripts via Large Language Models

Paper • 2510.04363 • Published Oct 5, 2025
Control Plane as a Tool: A Scalable Design Pattern for Agentic AI Systems

Paper • 2505.06817 • Published May 11, 2025
Agentic Web: Weaving the Next Web with AI Agents

Paper • 2507.21206 • Published Jul 28, 2025
Improving Autonomous AI Agents with Reflective Tree Search and Self-Learning

Paper • 2410.02052 • Published Oct 2, 2024 • 9

My Reading List

Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Paper • 2510.04618 • Published Oct 6, 2025 • 129
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning

Paper • 2511.16043 • Published Nov 20, 2025 • 109
Memory in the Age of AI Agents

Paper • 2512.13564 • Published Dec 15, 2025 • 151
Confucius Code Agent: An Open-sourced AI Software Engineer at Industrial Scale

Paper • 2512.10398 • Published Dec 11, 2025 • 13

Tool Use & Agent Execution

LLM tool use: Toolformer, ReAct, MCP protocol, dynamic tool selection, autonomous agent execution loops.

Qwen/Qwen2.5-Coder-7B-Instruct

Text Generation • 8B • Updated Jan 12, 2025 • 1.5M • • 657
meta-llama/Llama-3.1-8B-Instruct

Text Generation • Updated Sep 25, 2024 • 6.9M • • 5.51k
Toolformer: Language Models Can Teach Themselves to Use Tools

Paper • 2302.04761 • Published Feb 9, 2023 • 12
ReAct: Synergizing Reasoning and Acting in Language Models

Paper • 2210.03629 • Published Oct 6, 2022 • 33

Memory, Context & RAG

RAG architectures, hierarchical memory, semantic chunking, query rewriting, context compression for agents.

microsoft/ms_marco

Viewer • Updated Jan 4, 2024 • 1.11M • 13.3k • 229
sentence-transformers/all-nli

Viewer • Updated May 15, 2024 • 2.86M • 3.13k • 49
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 14
Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models

Paper • 2402.04614 • Published Feb 7, 2024 • 3

my favorite papers

Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Paper • 2510.04618 • Published Oct 6, 2025 • 129
Self-Supervised Prompt Optimization

Paper • 2502.06855 • Published Feb 7, 2025 • 16

agent: context&memory

Memory in the Age of AI Agents

Paper • 2512.13564 • Published Dec 15, 2025 • 151
Agent READMEs: An Empirical Study of Context Files for Agentic Coding

Paper • 2511.12884 • Published Nov 17, 2025 • 26
General Agentic Memory Via Deep Research

Paper • 2511.18423 • Published Nov 23, 2025 • 167
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Paper • 2510.04618 • Published Oct 6, 2025 • 129

MemLoRA: Distilling Expert Adapters for On-Device Memory Systems

Paper • 2512.04763 • Published Dec 4, 2025 • 4
VisPlay: Self-Evolving Vision-Language Models from Images

Paper • 2511.15661 • Published Nov 19, 2025 • 43
VersatileFFN: Achieving Parameter Efficiency in LLMs via Adaptive Wide-and-Deep Reuse

Paper • 2512.14531 • Published Dec 16, 2025 • 15
Improving Recursive Transformers with Mixture of LoRAs

Paper • 2512.12880 • Published Dec 14, 2025 • 6

O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents

Paper • 2511.13593 • Published Nov 17, 2025 • 27
OmniScientist: Toward a Co-evolving Ecosystem of Human and AI Scientists

Paper • 2511.16931 • Published Nov 21, 2025 • 8
General Agentic Memory Via Deep Research

Paper • 2511.18423 • Published Nov 23, 2025 • 167
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling

Paper • 2511.11793 • Published Nov 14, 2025 • 187

The Dragon Hatchling: The Missing Link between the Transformer and Models of the Brain

Paper • 2509.26507 • Published Sep 30, 2025 • 547
Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 509
Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 273
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Paper • 2510.04618 • Published Oct 6, 2025 • 129

Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Paper • 2510.04618 • Published Oct 6, 2025 • 129

MacroBench: A Novel Testbed for Web Automation Scripts via Large Language Models

Paper • 2510.04363 • Published Oct 5, 2025
Control Plane as a Tool: A Scalable Design Pattern for Agentic AI Systems

Paper • 2505.06817 • Published May 11, 2025
Agentic Web: Weaving the Next Web with AI Agents

Paper • 2507.21206 • Published Jul 28, 2025
Improving Autonomous AI Agents with Reflective Tree Search and Self-Learning

Paper • 2410.02052 • Published Oct 2, 2024 • 9

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