生成 AI(GenAI または gen AI とも呼ばれます)は、画像、テキスト、音声、コードなどの新しいコンテンツの作成に重点を置いた人工知能(AI)の分野です。パターンを認識して予測を行うように設計された他の AI システムとは異なり、生成 AI モデルは入力トレーニング データから学習し、類似した特性を持つ新しいデータを生成します。
生成 AI モデルは、自然言語を理解して生成する能力を導入するのに十分な大きさです。モデルがトレーニングに使用するデータによっては、テキストだけでなく、画像といった複数のモダリティの内容を理解して生成することができます。このように、複数のモダリティのデータを扱うモデルは、マルチモーダル モデルと呼ばれます。
Google Distributed Cloud(GDC)エアギャップ上の Vertex AI は、 Google Cloudへの接続を必要とせずに、分散ワークロードとアプリケーションで使用できる Google のさまざまな基盤となる生成 AI モデルを提供します。
[[["わかりやすい","easyToUnderstand","thumb-up"],["問題の解決に役立った","solvedMyProblem","thumb-up"],["その他","otherUp","thumb-up"]],[["わかりにくい","hardToUnderstand","thumb-down"],["情報またはサンプルコードが不正確","incorrectInformationOrSampleCode","thumb-down"],["必要な情報 / サンプルがない","missingTheInformationSamplesINeed","thumb-down"],["翻訳に関する問題","translationIssue","thumb-down"],["その他","otherDown","thumb-down"]],["最終更新日 2025-09-04 UTC。"],[],[],null,["# Generative AI overview\n\n| **Important:** This content applies to version 1.14.4 and later.\n\nGenerative AI (also known as *GenAI* or *gen AI*) is a field of\nartificial intelligence (AI) that focuses on creating new content, such as\nimages, text, audio, and code. Unlike other AI systems designed to recognize\npatterns and make predictions, generative AI models learn from input training\ndata and generate new data with similar characteristics.\n\nGenerative AI models are large enough to introduce the ability to understand and\ngenerate natural language. Depending on the data the models are trained on,\nthese models can understand and generate content from multiple modalities,\nincluding text and images. Models that work with multiple modalities of data are\ncalled *multimodal* models.\n\nVertex AI on Google Distributed Cloud (GDC) air-gapped offers\n[various foundational Generative AI\nmodels](/distributed-cloud/hosted/docs/latest/gdch/application/ao-user/genai/genai-models) from Google for use\nin your distributed workloads and applications without the need for connectivity\nto Google Cloud.\n\nApplications of Generative AI\n-----------------------------\n\nGenerative AI on GDC has a wide range of potential\napplications across various industries, including the following:\n\n- **Multimodal information understanding**: Generate written content from text, code, images, audio, and video inputs for a wide range of tasks such as text classification, image captioning, video summarization, and audio transcription.\n- **Long-context understanding**: Comprehend large amounts of text with a context window of up to 32,000 tokens for tasks such as processing long documents, thousands of lines of code, and hours of audio or video.\n- **Multilingual support**: Understand more than 100 languages to enable the global community to prompt and receive responses.\n- **Optimized inferencing performance**: Meet the latency and scale demands of enterprise-scale AI applications.\n- **Secure and compliant data handling**: Use APIs fully on premises to meet the most stringent regulatory requirements."]]