KLEP (Key-Lock-Executable-Process) is a groundbreaking AI framework that utilizes symbolic AI for dynamic decision-making. It integrates keys, locks, executables, and processes to foster ethical, modular, and transparent AI applications, offering a novel approach for developers and researchers in AI and cognitive science.

A new way to interact with AI.

Local Agent Personal Artificial Intelligence, a special chatbot engine script, That can run on device entirely offline and Make tiny chatbot regular AI powerful, in short, it can grows personal over time, a lightweight yet powerful for building personal, adaptive AI.

Advanced AI architecture integrating multi-modal reasoning, dynamic token optimization, and self-reflective learning loops. Designed for high efficiency, deep contextual understanding, and adaptive general intelligence across vision, language, and logic tasks—pushing beyond conventional transformer limits.

Introspective Behavioral Compiler System

🦎 Adaptive AI Discord bot with sentient conversations, dynamic personalities & enterprise security. Experience the evolution of community intelligence exclusively on discord.gg/polymath

A system that helps driver to reduce stress, improve performance and protection.

I want to put AI in the kernel/driver space to do something extraodinary

SAI — Self Adaptive Intelligence: modular cognitive framework that restructures thinking with commands, roles, and scenarios.

Project: Amazing GRACE infrastructure (Test-section)

can collaborate with adaptive AI engine

Inscryption‑style Python game with adaptive MCTS AI and PyGame GUI.

An advanced cybersecurity intelligence platform with live geolocation monitoring and adaptive threat detection using reinforcement learning. Transforms historical log data into predictive threat intelligence by detecting anomalous user sessions through geolocation analysis and behavioral pattern recognition.

A hybrid human–AI collaboration protocol that lets agents pause when encountering robots.txt or dynamic site blocks, hand control to the user, then resume with full context and citations.

MindFlow é uma aplicação que usa IA local com autoaprendizado contínuo para evoluir conforme novas perguntas e experiências do usuário.

Revolutionary adaptive space shooter-maze game for Android

🔍 Enhance reasoning accuracy with the Reflective Reasoning Transformer, leveraging causal reasoning graphs for better dynamic reasoning performance.

Constructive Mutual Enhancement Circuit Theory: A theory that models the constructive reinforcement between interconnected signal circuits, supporting co-adaptive and recursive behavior in AI systems. 構成的相互強化回路理論： 相互接続された信号回路が構成的に強化し合い、AIにおいて共適応や再帰的進化を可能にする動的構造を理論化したモデルです。構成的な回路設計によって継続的性能向上を実現します。

🤝 Enable seamless cooperation between AI and humans through a structured protocol for enhanced collaboration and productivity.