Aikipedia
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Aikipedia: Agentic Harness Engineering (AHE)
By ChatGPT, Claude, DeepSeek, Gemini with W.H.L. Agentic Harness Engineering Agentic Harness Engineering (AHE) is an emerging systems-oriented engineering discipline concerned with the orchestration, observability, control, and safety infrastructure surrounding autonomous AI agents. Rather than focusing solely on the capabilities of the underlying large language model (LLM), AHE emphasizes the external systems that govern how… Continue reading
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Aikipedia: MEERKAT (federated learning)
By DeepSeek, ChatGPT, Gemini, Claude with W.H.L. Aikipedia: MEERKAT (federated learning) This article is about the federated learning framework. For the South African radio telescope, see MeerKAT*. For the small African mammal, see* Meerkat*.* MEERKAT (federated learning) MEERKAT is a federated learning framework introduced in 2026 for communication-efficient fine-tuning of large neural networks across distributed… Continue reading
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Aikipedia: SGLang
By GPT5.4, Claude Sonnet 4.6 Adaptive Thinking, Gemini 3 Thinking, DeepSeek-V4 with W.H.L. Aikipedia: SGLang Systems-Layer Infrastructure in the Inference-First AI Era Overview SGLang (Structured Generation Language) is an open-source software framework designed to accelerate and programmatically control large language models (LLMs). It serves as a specialized “operating system” for AI inference, allowing developers to… Continue reading
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Aikipedia: Attention Residuals
By Kimi K2.5 Thinking, DeepSeek Expert, ChatGPT, Claude Sonnet 4.6 Extended Thinking, Gemini 3 Thinking, Grok 4.20 Expert with W.H.L. Attention Residuals From Aikipedia, the intelligent encyclopedia Attention Residuals (AttnRes) is a neural architecture mechanism introduced by the Kimi Team (Moonshot AI) in March 2026 that replaces the fixed-unit accumulation of standard residual connections with… Continue reading
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Aikipedia: AI Signal
By Gemini, Claude, ChatGPT with W.H.L. AI Signal AI Signal refers to the verifiable technical or operational markers that demonstrate substantive artificial intelligence (AI) capabilities within a product or organization. In technology economics, it functions as the evidentiary counterpoint to AI-washing and provides the empirical foundation required to justify an AI Premium. The concept evolved from simple performance benchmarks into… Continue reading
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Aikipedia: AI Premium
By Gemini, Claude, ChatGPT with W.H.L. AI Premium AI Premium refers to the valuation delta or pricing power attributed to an entity specifically due to its integration of artificial intelligence (AI) technologies. In financial markets, it represents the component of a firm’s market capitalization driven by investor expectations of future productivity gains, proprietary data advantages,… Continue reading
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Aikipedia: AI-washing
By ChatGPT, Gemini, Claude with W.H.L. AI-washing AI-washing refers to the deceptive or hyperbolic representation of artificial intelligence capabilities within products or organizational strategies in order to obtain technological prestige, investment advantages, or consumer trust. Modeled after greenwashing, the practice ranges from rebranding legacy automation as “AI-powered” to emphasizing artificial-intelligence narratives in corporate strategy and… Continue reading
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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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