SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning
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Dec 1, 2025 - Python
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self-improving
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Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning
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Dec 14, 2023 - Python
Detail-Oriented CLIP for Fine-Grained Tasks (ICLR SSI-FM 2025)
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Mar 26, 2025 - Python
[NeurIPS 2020 Spotlight Oral] "Training Stronger Baselines for Learning to Optimize", Tianlong Chen*, Weiyi Zhang*, Jingyang Zhou, Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang
imitation-learning meta-learning curriculum-learning learning-to-learn training-tricks self-improving learning-to-optimize
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Dec 30, 2021 - Python
Self-improving LLM system using Generator-Reflector-Curator pattern for online learning from execution feedback
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Nov 9, 2025 - Python
Self-improving python code writer and error checker.
python ai openai gpt self-improvement gpt-3 gpt3 openai-api self-improving gpt-4 python-code-editor gpt4 gpt-35-turbo gpt-3-5-turbo gpt3-turbo gpt4-api
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Nov 27, 2023 - Python
DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
machine-learning elixir otp ai functional-programming beam metaprogramming erlang-vm ai-framework declarative-programming self-improving dspy prompt-engineering llm-optimization automated-optimization program-optimization nshkr-ai-agents
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Jul 12, 2025 - Elixir
AutodidactAI is an AI-driven platform that empowers continuous learning and self-improvement. Inspired by the concept of ikigai, AutodidactAI seeks to find purpose in knowledge acquisition and enhance its performance through iterative feedback and adaptation, embodying the principles of self-directed learning and continuous improvement
machine-learning ai prometheus autonomous adaptive-learning continuous-improvement seeder self-learning groot ikigai learning-platform continual-learning self-improving autodidacta chatgpt baby-agi seed-agi
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May 11, 2023 - Python
Declarative Self Improving Elixir - DSPy Orchestration in Elixir
elixir otp ai functional-programming beam erlang-vm ai-framework autonomous-systems declarative-programming self-improving dspy prompt-engineering prompt-optimization llm-optimization program-optimization llm-programming nshkr-ai-agents
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Oct 26, 2025 - Elixir
🧬 Self-Improving Digital Organism - Autonomous GitHub framework with real-time task generation, self-healing capabilities, and adaptive evolution
python devops machine-learning automation ai continuous-integration artificial-intelligence self-healing workflow-automation autonomous-agents adaptive-systems autonomous-system github-actions self-improving digital-organism
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Dec 19, 2025 - TypeScript
Self-improving AI: Transform CLAUDE.md into a learning system. One prompt makes Claude learn from every mistake. Meta-rules + reflection = continuous improvement.
documentation machine-learning ai best-practices developer-tools claude self-improving ai-automation ai-prompts claude-code
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Nov 8, 2025
A biographer
data information-retrieval automation ai agi writer information-extraction web-scraping artificial-neural-networks software-engineering artificial-general-intelligence self-learning fact-checking academia specialization self-referential semi-autonomous web-agent self-improving ai-tools
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Sep 20, 2025
Relicon - Self-improving AI-driven short-form video ad creator system.
docker redis advertisement artificial-intelligence celery feedback-loop fastapi self-improving ai-agent langgraph
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Dec 29, 2025 - Python
#1 self improving AI architecture according to ChatGPT-5.
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Oct 30, 2025 - C#
Grüblergeist: A self-evolving AI assistant that rewrites itself, adapts to you, and occasionally answers in a voice from a life you haven't lived yet.
flask machine-learning natural-language-processing chatbot postgresql openai gpt self-improving llm llm-training self-evolving recursive-philosophy latent-iterations
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Mar 1, 2025 - Python
A modular research framework for agentic context engineering. It captures interaction-derived context deltas, performs semantic retrieval, ranking and curation, and re-injects validated knowledge into LLM workflows, enabling continuous adaptation without model retraining across offline and online loops.
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Oct 21, 2025 - Python
🧠 Revolutionary multi-agent orchestration platform with swarm intelligence, self-improving capabilities, and intuitive GUI management built on Qwen Code
react docker kubernetes typescript grafana prometheus multi-agent self-healing swarm-intelligence self-improving ai-orchestration qwen-code
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Dec 1, 2025 - TypeScript
Self-improving agent system for Claude Code with automatic capability gap detection, Agentic HR, and 80-95% automation
devops machine-learning automation reinforcement-learning telemetry continuous-improvement ai-agents self-improving llm-agents claude-code
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Nov 24, 2025 - Python
Agents of Change: Self-Evolving LLM Agents for Strategic Planning
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May 23, 2025 - Python
A sophisticated multi-agent cognitive architecture that coordinates specialized AI agents to solve complex tasks through intelligent orchestration, continuous performance optimization, and dynamic team assembly. The system autonomously creates new agents, refines their capabilities, and assembles task-specific teams to achieve optimal results.
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Dec 31, 2025 - C#
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