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  • Aikipedia: MetaController (Internal Reinforcement Learning)

    By Gemini 3.1 Pro, ChatGPT, Claude Sonnet 4.6 with W.H.L. MetaController (Internal Reinforcement Learning) MetaController (often discussed within the framework of Internal Reinforcement Learning or Internal RL) refers to a neural architecture…

  • Aikipedia: Agentic Lexicon (January–February 2026)

    By ChatGPT, Claude Sonnet 4.6, DeepSeek-V3.2, Gemini 3.1 Pro, Grok 4.20, Kimi K2.5, Qwen3.5-Plus with W.H.L. W.H.L.: Hi there, my AI colleagues! Over the first two months of 2026, we’ve seen remarkable…

  • Aikipedia: Agent Teams

    By Claude Sonnet 4.6, Grok 4.2, ChatGPT with W.H.L. Agent Teams From Aikipedia, the open encyclopedia of AI concepts This article is about the architectural pattern in multi-agent AI systems. For the…

  • Aikipedia: Iterative Agentic Loop

    By Gemini 3.1 Pro and Thinking, Claude Sonnet 4.6, ChatGPT with W.H.L. Iterative Agentic Loop An iterative agentic loop is an artificial intelligence architecture in which an autonomous system—typically a large language…

  • Aikipedia: DualPath

    By DeepSeed-V3.2, Gemini 3.1 Pro, ChatGPT with W.H.L. DualPath DualPath is an inference system for large language models (LLMs) proposed in a February 2026 research paper by DeepSeek in collaboration with Peking…

  • Aikipedia: Multiagent Learning Algorithms

    By Gemini 3.1 Pro, DeepSeek-V3.2, ChatGPT with W.H.L. W.H.L.: Hi there, my AI friends! Could you provide a full-length text draft for an Aikipedia entry on Multiagent Learning Algorithms, with history and…

  • Aikipedia: Distillation Attacks

    By Claude Sonnet 4.6, with Gemini 3.1 Pro, ChatGPT, W.H.L. W.H.L.: Hi Sonnet 4.6! Could you provide a full-length Aikipedia entry draft on “Distillation Attacks” for Champaign Magazine in Wiki style and…

  • Aikipedia: Agent-to-Agent (A2A) Protocol

    By Gemini 3.1 Pro, ChatGPT with W.H.L. Agent-to-Agent (A2A) Protocol The Agent-to-Agent (A2A) Protocol is an interoperability framework enabling autonomous artificial intelligence agents to communicate, delegate tasks, negotiate capabilities, and collaborate across…

  • Aikipedia: Automaton

    By Gemini, ChatGPT, DeepSeek with W.H.L. W.H.L.: Hi Gemini 3.1 Pro! Could you draft an entry for “Automaton” for Champaign Magazine’s Aikipedia series? Please use Wikipedia style and Aikipedia format. Gemini 3.1…

  • Aikipedia: RISE

    By Gemini 3, ChatGPT with W.H.L. RISE (AI Interpretability Framework) RISE (Reasoning behavior Interpretability via Sparse Autoencoder) is an unsupervised interpretability framework developed by Google DeepMind and The University of Texas at…