Frameworks / Neural Networks and Deep Learning

DynaFlow: A Main Agent Writes Code for Its Team of Sub-Agents and Solves Every AIME 2024-2026 Problem

29 October 2026

DynaFlow: A Main Agent Writes Code for Its Team of Sub-Agents and Solves Every AIME 2024-2026 Problem

Hard tasks are increasingly handled not by a single neural network but by a team of AI agents: one searches for information, another does the work, and a third checks…

ClawGUI: the first open-source end-to-end framework for GUI agents — from training to real device

15 April 2026

ClawGUI: the first open-source end-to-end framework for GUI agents — from training to real device

Researchers from Zhejiang University have published ClawGUI — a fully open-source framework for building GUI agents that control applications through their visual interface, just like a human would: taps, swipes,…

OpenClaw-RL: A Framework That Updates an Agent’s Weights on the Fly, Learning from User and Environment Feedback

17 March 2026

OpenClaw-RL: A Framework That Updates an Agent’s Weights on the Fly, Learning from User and Environment Feedback

Researchers from Princeton University have introduced OpenClaw-RL, a framework that allows an AI agent to improve in real time — without a separate data collection stage and without manual annotation.…

WebWeaver — Open Source Framework for Deep Research Outperforms OpenAI DeepResearch and Gemini Deep Research on Benchmarks

17 September 2025

Tongyi-DeepResearch-30B-A3B results webweaver deepresearch

WebWeaver — Open Source Framework for Deep Research Outperforms OpenAI DeepResearch and Gemini Deep Research on Benchmarks

Researchers from Tongyi Lab (Alibaba Group) introduced WebWeaver — an open dual-agent framework for deep research that simulates the human research process. The framework consists of a planner, which iteratively…

Frameworks

DynaFlow: A Main Agent Writes Code for Its Team of Sub-Agents and Solves Every AIME 2024-2026 Problem

DynaFlow: A Main Agent Writes Code for Its Team of Sub-Agents and Solves Every AIME 2024-2026 Problem

ClawGUI: the first open-source end-to-end framework for GUI agents — from training to real device

ClawGUI: the first open-source end-to-end framework for GUI agents — from training to real device

OpenClaw-RL: A Framework That Updates an Agent’s Weights on the Fly, Learning from User and Environment Feedback

OpenClaw-RL: A Framework That Updates an Agent’s Weights on the Fly, Learning from User and Environment Feedback

WebWeaver — Open Source Framework for Deep Research Outperforms OpenAI DeepResearch and Gemini Deep Research on Benchmarks

WebWeaver — Open Source Framework for Deep Research Outperforms OpenAI DeepResearch and Gemini Deep Research on Benchmarks

TreeQuest Framework: Adaptive LLM Teams Outperform Individual Models by 30%

TreeQuest Framework: Adaptive LLM Teams Outperform Individual Models by 30%

Mistral Agents API: AI Agent Framework with Web Search, Code Generation, and Image Generation Capabilities

Mistral Agents API: AI Agent Framework with Web Search, Code Generation, and Image Generation Capabilities