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AI Agent Papers·2026
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EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World

Qing Zong, Yue Guo +3

Models long-horizon interactive literary simulation where characters and world co-evolve; introduces an open‑schema framework with a Character Agent and an LLM-based World Model, plus seven trainable tasks and a dataset from 57 books for benchmarking persistent narrative state.

#paper#LLM#NLP#ai-agent#agent-skills+2
AI Agent Papers·2026
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SWE-Pruner Pro: The Coder LLM Already Knows What to Prune

Yuhang Wang, Yuling Shi +7

Prunes tool-output lines inside a coding LLM agent by turning the agent's own internal representations into per-line keep-or-prune labels. Implements a small classification head plus a length-aware embedding, saving up to 39% of tokens across benchmarks while preserving task quality.

#swe#ai-agent#ai-coding#LLM#code+3
Hugging Face
AI Model·2026
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Nanbeige4.2-3B

Nanbeige, Kanzhun

Compact 3B-scale agentic LLM for multi-step tool use and reasoning, using a Looped Transformer to increase capacity without adding parameters; built for local deployment with configurable "thinking" modes and benchmark gains vs larger open models.

#llm#transformers#huggingface#vllm#llama.cpp+6
AI Coding·2024
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Bolt

StackBlitz

Turns plain-language prompts into working websites, web apps, and mobile apps in the browser. Chat-driven code generation, live preview, hosting, databases, and GitHub/Figma imports help builders move from idea to shipped project without local setup.

#ai-tools#ai-coding#vibe-coding#ai-agent
AI Coding·2024
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Replit Agent

Replit, Inc.

Turns plain-language app ideas into working software inside a browser workspace, then lets users preview, debug, and deploy without leaving the platform.

#ai-tools#ai-coding#vibe-coding#ai-agent
AI Agent·2023
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Mem0

Taranjeet Singh, Deshraj Yadav

Memory layer that lets AI agents remember users and context across sessions.

#ai-development#ai-framework#ai-library#ai-agent#LLM
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