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If you had to build a context window manager in 24h, would you stick to the existing model or come up with something better? 聽馃獰Context Windows
github.com路4d路r/OpenAI, r/PromptEngineering
Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora 聽鈿欙笍AI Engineering
arxiv.org路1d
BenchGuard: Who Guards the Benchmarks? Automated Auditing of LLM Agent Benchmarks 聽鈿欙笍AI Engineering
arxiv.org路1d
Stabilizing Efficient Reasoning with Step-Level Advantage Selection 聽馃Agentic AI
arxiv.org路2d
Bridging Reasoning and Action: Hybrid LLM-RL Framework for Efficient Cross-Domain Task-Oriented Dialogue 聽馃攧AI Workflows
arxiv.org路2d
Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge 聽馃Machine learning
arxiv.org路2d
RADIANT-LLM: an Agentic Retrieval Augmented Generation Framework for Reliable Decision Support in Safety-Critical Nuclear Engineering 聽鈿欙笍AI Engineering
arxiv.org路2d
LLMs Reading the Rhythms of Daily Life: Aligned Understanding for Behavior Prediction and Generation 聽馃Machine learning
arxiv.org路2d
Mind the Prompt: Self-adaptive Generation of Task Plan Explanations via LLMs 聽馃Agentic AI
arxiv.org路6d
Emotive Architectures: The Role of LLMs in Adjusting Work Environments 聽鈿欙笍AI Engineering
arxiv.org路1d
StructMem: Structured Memory for Long-Horizon Behavior in LLMs 聽鈿欙笍AI Engineering
arxiv.org路6d
Assistants, Not Architects: The Role of LLMs in Networked Systems Design 聽鈿欙笍AI Engineering
arxiv.org路1d
Introspection Adapters: Training LLMs to Report Their Learned Behaviors 聽馃Reinforcement Learning
arxiv.org路1d
AEL: Agent Evolving Learning for Open-Ended Environments 聽馃Reinforcement Learning
arxiv.org路6d
MEMCoder: Multi-dimensional Evolving Memory for Private-Library-Oriented Code Generation 聽鈿欙笍AI Engineering
arxiv.org路2d
Leveraging LLMs for Multi-File DSL Code Generation: An Industrial Case Study 聽馃搵spec-driven development
arxiv.org路2d
The Root Theorem of Context Engineering 聽馃攲MCP
arxiv.org路6d
Reasoning Primitives in Hybrid and Non-Hybrid LLMs 聽馃Machine learning
arxiv.org路6d
Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents 聽馃Agentic Systems
arxiv.org路3d
SafeRedirect: Defeating Internal Safety Collapse via Task-Completion Redirection in Frontier LLMs 聽鈿欙笍AI Engineering
arxiv.org路6d
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