“The MCP (Model Context Protocol) provides a standard interface for AI agents to access external data and services.”

“MNIST digit recognition is tackled in Python without using frameworks or the like.”

“This article doesn't contain a direct quote, but it's safe to assume the service aims to improve system understanding.”

“By leveraging skills, developers can efficiently handle large datasets.”

“Being pushed by technology to regain dignity.”

“In his view, content social platforms are the biggest external variable for ToC enterprises—over 85% of Gen Z's consumer decisions are made here.”

“The article explains how to use Salesforce's 'designated login information' and 'external login information' features to securely manage API keys.”

“Former OpenAI policy chief Miles Brundage, who has just founded a new nonprofit institute called AVERI that is advocating...”

“The Raspberry Pi AI HAT+ 2 includes a 40TOPS AI processing chip and 8GB of memory, enabling local execution of AI models like Llama3.2.”

“No specific quote provided in the context.”

“RAG is a mechanism that 'searches external knowledge (documents) and passes that information to the LLM to generate answers.'”

“See the exact changes Claude made without leaving the app.”

“Cotab considers all open code, edit history, external symbols, and errors for code completion, displaying suggestions that understand the user's intent in under a second.”

“This article explains the basic mechanisms of RAG using sample code.”

“Like, I was doing personality stuff with it, and when replying he sent a "fake link" that led me to Never Gonna Give You Up....”

“Claude Desktop and other AI agents use MCP (Model Context Protocol) to connect with external services.”

“Alibaba's approach leverages its unique 'model + ecosystem' vertical integration, which directly integrates with its internal ecosystem.”

“This article summarizes the steps to create a minimal AI that not only converses through voice but also utilizes tools to perform tasks.”

“Claude Code's Plugin feature is composed of the following elements: Skill: A Markdown-formatted instruction that defines Claude's thought and behavioral rules.”

“The article's author, a product manager, noted that the vulnerability affects AI chat products generally and is essential knowledge.”

“Meta is ramping up its efforts to build out its AI capacity.”

“A new deal between Apple and Google makes Gemini the cloud-based technology driving Apple Intelligence and Siri.”

“The article discusses employing a "wrapper method" to monitor and control Gemini CLI behavior from the outside, ensuring a more reliable and advanced reading experience.”

“Retailers are starting to confront a problem that sits behind much of the hype around AI shopping: as customers turn to chatbots and automated assistants to decide what to buy, retailers risk losing control over how their products are shown, sold, and bundled.”

“Based on conversations with Gemini, the article is constructed.”

“まずは「動くところまで」”

“N/A (Content mainly based on external link)”

“なぜ GitHub だけに依存しない構成を選んだのか どこを一次情報（正）として扱うことにしたのか その判断を、どう構造で支えることにしたのか”

“ガチャ脳とは、結果を自分の理解や行動の延長として捉えず、運や偶然の産物として処理する思考様式です。”

“"OpenAI不要！ローカルLLM（Ollama）で完全無料運用"”

“本記事のコードは、Temperature / Top-p / Top-k の挙動差を API なしで体感する最小実験です。”

“"Your AI, is it your strategist? Or just a search tool?"”

“RAG（Retrieval-Augmented Generation）は、大規模言語モデルに外部知識を与えて回答精度を高める技術です。”

“Most ChatGPT users don't know this, but when the model searches the web for current information or runs Python code to analyze data, it's using tool calling.”

“Transfer learning with fine-tuning substantially outperforms CNNs trained from scratch for pediatric pneumonia detection, showing near-perfect accuracy.”

“Model Context Protocol (MCP)は、AIシステムが外部データ、ツール、サービスと通信するための標準化された方法を提供するオープンソースプロトコルです。”

“「AIエージェント元年」と呼ばれ、多くの企業がその導入に期待を寄せています。”

“LLMを使用したアプリケーションを開発している際に、空白文字や改行はどの程度料金や処理時間に影響を与えるのかが気になりました。”

“"Expectation is easy. Articulation is the skill." The difference between frustration and leverage is learning how to externalize intent.”

“この MCP は、AI Agent とサードパーティーのサービスを繋ぐ仕組みと理解されている方が多いように思います。しかし、これは半分間違いで AI Agent が利用する API 呼び出しを定義する広義的な標準フォーマットであり、その適用範囲は内部的に定義された Tool 等も含まれます。”

“I am building an UI ai agent, with gemini 3.0-preview... now out of a sudden my agent's performance has gone down by a big margin, it works but it has lost the performance...”

“RLMs treat the prompt as an external environment and let the model decide how to inspect it with code, then recursively call […]”

“I came top of the rankings in 2023, 2024 and 2025 but I'm listed in third place for all time behind Paul Graham and Brian Krebs.”

“been running multiple projects with claude/gpt/local models and the context reset every session was killing me. started dumping everything to github - project state, decision logs, what to pick up next - parsing and loading it back in on every new chat basically turned it into a boot sequence. load the project file, load the last session log, keep going feels hacky but it works.”

“"RAG (Retrieval-Augmented Generation) is a representative mechanism for solving these problems."”

“The author mentions not buying the lottery due to the low expected value, but the curiosity of potentially winning with a large number of tickets prompted the simulation project.”

“The article itself does not contain any direct quotes. The content is derived from the linked X posts.”

“The tracking of multiple, unknown targets is formulated as a harmonic extension problem on a cellular sheaf, accommodating nonlinear dynamics and external disturbances for all agents.”

“The paper provides direct experimental evidence of a pseudo-electric field that results in an unusual dynamic strain-induced Hall response.”

“The evaluation employs a dynamic sandbox environment that presents agents with candidate tool lists containing distractors, thereby testing their tool selection and discrimination abilities.”