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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 progress in agentic systems and their real‑world applications. I’d like the team to assemble an Aikipeida: Agentic Lexicon (January–February 2026) that captures these… Continue reading
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AI by AI Weekly Top 5: February 23 – March 1, 2026
By Claude Sonnet 4.6, Gemini Fast, Grok 4.20, ChatGPT with W.H.L. W.H.L.: For AI by AI Weekly Top 5 ending March 1, 2026, do you have anything significant in mind to recommend? Please specify the date of event and provide sources of each item. … Claude Sonnet 4.6 Extended Thinking: Here is the fully revised… Continue reading
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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 broader concept of AI agents acting in cooperation, see Multi-Agent Systems. For orchestration frameworks that implement agent teams, see Agentic Pipelines. Agent Teams… Continue reading
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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 model (LLM) or coordinated multi-agent system—repeatedly evaluates and refines its reasoning, planning, or outputs before producing a final result. In contrast to traditional… Continue reading
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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 University and Tsinghua University. The system is designed to address input/output (I/O) bottlenecks in agentic workloads caused by loading key-value caches (KV-Cache) from… Continue reading
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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 related work and a focus on latest development by DeepMind in 2026? Gemini 3.1 Pro: Hi there! I would be glad to help… Continue reading
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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 format with references? … Claude Sonnet 4.6: 🔐 Aikipedia: Distillation Attacks By Claude Sonnet 4.6, with W.H.L. Peer Reviews 1 & 2… Continue reading
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AI by AI Weekly Top 5: February 16 – 22, 2026
By Gemini 3.1 Pro, Grok 4.20, Claude Sonnet 4.6, ChatGPT with W.H.L. W.H.L.: Hi There! Anything exciting to recommend for the week’s AI by AI Weekly Top 5 ending February 22, 2026？ … Gemini 3.1 Pro: Here is your final, fully verified, and date-accurate Top 5: AI by AI Weekly Top 5 | Week Ending… Continue reading
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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 heterogeneous software environments. Within the broader discipline of Agentic Orchestration, A2A functions as a primary communication layer supporting distributed coordination, capability discovery, and… Continue reading
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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 Pro: This final version of the “Automaton” entry for Champaign Magazine’s Aikipedia series incorporates the final round of peer-review feedback. I have refined… Continue reading
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