767件の用語
AI Kernel Programming Language。OpenAI Triton 3 (Python DSL→PTX・NVIDIA特化・AMD ROCm Backend)・Mojo 25.x (Python互換+SIMD+MLIR)・Halide (Image+Tensor)・CUDA C++ (Native)・HIP (AMD ROCm CUDA Mimic)・SYCL/DPC++ (Intel oneAPI)・OpenCL (Maintenance)・Metal Shading Language MSL (Apple)・MLIR-Pallas (JAX)・¥0 OSS、2026年Triton+Mojo増えるDSL勢力。
AI Meeting Note Service。Otter.ai (¥¥¥¥1500/月・Otter Pilot)・Fireflies.ai (¥¥¥1500-¥¥¥¥¥¥/月)・Granola (Mac Native・$18/月)・Circleback・Read AI・Tactiq・Notta・Krisp Note Taker・Zoom AI Companion (内蔵)・Teams Intelligent Recap・Google Meet Take Notes for Me・MeetGeek・Bubbles・OpenAI Whisper Self-Host・¥0-¥¥¥¥¥/月、2026年Granola Mac Native急成長。
AI Music Generation。Suno AI v4 (¥¥¥1k/月 Pro)・Udio v1.5 ($30/月)・Stability AI Stable Audio 2.0 (3min)・Meta MusicGen Large・MusicLM (Google)・AudioCraft Plus (Meta OSS)・Riffusion (Real-time Diffusion)・SongR・YuE 7B (Open Llama-based)・MMAudio (Foley Sound)・Loudly・Soundraw・Mubert・¥0 OSS-¥¥¥¥¥/月、2026年Suno v5+YuE Open Source急成長。
AI Academic+Web Research。Elicit (Pre-print+Paper Q&A)・Consensus (Scientific Search・YC)・Perplexity Pro+Spaces+Pages・SciSpace (旧Typeset)・Undermind AI Research・Scite.ai (Smart Citations)・Litmaps (Research Map)・ResearchRabbit・Papers AI・NotebookLM Plus・OpenAI Deep Research o3 (Browse+Synthesize 2024-Dec→GA 2025)・Anthropic Claude Search予告・¥¥¥¥-¥¥¥¥¥¥/月、2026年OpenAI+Anthropic Deep Research競争。
Local LLM 70B推論Best構成。Threadripper 7960X/Ryzen 9 9950X3D・RTX 5090 32GB×2 NVLink/RTX 6000 Pro 96GB・DDR5-6400 256GB ECC・NVMe 4TB Gen5・Ollama/LM Studio/vLLM・Llama 3.3 70B/Qwen3 72B/DeepSeek V3 671B Q4、2026年家庭オンプレAI最適。
AI Roleplay/Companion。Character.ai (Cubbi買収予定 Google AI Tech Talent License)・SillyTavern (Open Source・Local LLM対応)・Backyard.ai (旧Faraday・Local Persona)・Janitor.ai・Crushon.ai・Replika・Pi by Inflection AI (Microsoft Talent買収)・Anima AI・Talkie・Glimpse AI Stratus (Inflection新)・¥0-¥¥¥¥¥/月、2026年SillyTavern+Local LLM 70B急成長。
2026年AI Workstation最終形態。Threadripper PRO 7995WX 96C/192T 350W・RTX 5090×2 64GB GDDR7 PCIe Gen5 x16/x16・WRX90E SAGE SE WS MB・DDR5 ECC 256GB 8DPC・Crucial T705 8TB×2 RAID 0・Optane終了→Tigris Object Storage・1600W 80+ Titanium 2台 Dual PSU・Phanteks Enthoo Pro 2 Server・Custom Loop EKWB Quantum Velocity² Threadripper・¥3.5M Build・Local LLM 70B-405B Q4対応、2026年家庭AGI実験基盤。
AI Workstation/Mini Server 2026。NVIDIA DGX Spark (旧Project DIGITS・GB10 Grace Blackwell・128GB Unified Memory・¥¥¥¥¥¥¥)+DGX Station (Blackwell Ultra GB300)・NVIDIA Project Stargate (1.0PFlops・GA 2025)・Mini Forge GH200 (HPE 480GB Unified)・Cerebras CS-3 (Wafer-Scale 4 Trillion Parameters)・SambaNova SN40L+SN40L8・Groq LPU・Tenstorrent Wormhole+Blackhole+Loudbox・AMD Strix Halo Workstation+Threadripper Pro 7995WX・Apple M4 Max+M4 Ultra Mac Studio (256GB Unified)・Lenovo ThinkStation PX+P920・Dell Precision 7960 Tower・¥¥¥¥¥¥-¥¥¥¥¥¥¥¥/台、2026年DGX Spark+M4 Ultra+Strix Halo Workstation主流。
AI Workflow Automation。Zapier (8000+ Apps・¥¥¥¥/月)・Zapier Tables+Interfaces+Canvas (AI 2025)・n8n 1.x (FOSS Self-Host可能・¥¥¥¥¥¥/月 Cloud)・Make.com (旧Integromat)・Pipedream (Modern API+AI)・Windmill (FOSS Self-Host・Workflow as Code)・Activepieces (FOSS)・Trigger.dev v3・Bardeen (Browser AI Agent)・Workato・MuleSoft・Tray.io・¥0 OSS-¥¥¥¥¥¥/月、2026年n8n+Activepieces FOSS急成長。
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AI-Generated Content Detection 4年史 2022-2026。Hive AI Visual Moderation+AI-Generated Content Classifier (2014 Kevin Guo+Dmitriy Karpman・米SF・Reddit+Microsoft採用・$10/月Free Tier)・AI or Not (2023 米・Free Browser Bot+API)・Optic.ai+Sensity AI+Reality Defender (Deepfake特化)・Originality.ai (2022 Jon Gillham・Text Plagiarism+AI Detection・$0.01/100語$15/月)・GPTZero (2023年1月 Edward Tian Princeton 22歳・Burstiness+Perplexity)・Copyleaks AI Detector・SightEngine 仏 (2014 Image+Video Moderation)・Microsoft Video Authenticator (2020 Deepfake Detection)・Adobe Content Authenticity Initiative CAI (2019)+C2PA Coalition for Content Provenance and Authenticity (2021 Adobe+Microsoft+BBC+Intel・Cryptographic Manifest)・C2PA Manifest 2.0 (2024)・SynthID Google DeepMind (2023年8月 Imagen Watermark→2024年LLM Text Watermark)・Stable Signature Meta+OpenAI Watermark・OpenAI DALL-E Watermark+Sora Visible+Invisible Watermark (2024年2月)・Adobe Firefly Content Credentials自動付与・Apple Camera Content Credentials (2024 iOS 18 iPhone)・Sony α1 II+α7C II+α9 III Camera Authenticity起動 (2024年Authentication firmware)・Truepic+Numbers Protocol Provenance Blockchain・Logically AI 2024年Election Misinformation・Hive Moderator + AI or Not + GPTZero + Originality.ai主流・¥0 Free-¥¥¥¥¥/Year API 2026 検出戦争+生成戦争イタチごっこ。
AI Inference API 6年史 2020-2026。OpenAI API (2020年6月 GPT-3 Beta・初Mainstream LLM API・現GPT-4o+o1+o3+o3-pro+GPT-5 2025年8月+ChatGPT Plus)・Anthropic API (2022年9月 Claude 1.0 Beta→Claude 2.0 2023年7月→Claude 3 Opus/Sonnet/Haiku 2024年3月→Claude 3.5 Sonnet 2024年6月→Claude 4 Sonnet 4.5/4.6/4.7+Opus 4.7 2025-26)・Google AI Studio→Vertex AI Gemini API (2023年12月 Gemini Pro→Gemini 1.5 Pro/Flash→2.0+2.5 Pro+Flash・Live API・Gemini 3 Pro+Flash 2025年)・Cohere (2019 Aidan Gomez Transformer論文共著・Embed+Rerank+Command R+ Command A 2025)・Mistral AI (2023年5月 Mistral 7B+Mixtral 8x7B+Large 2024+Magistral・La Plateforme API)・Replicate (2019 Andreas Jansson+Ben Firshman Docker元・Cog Container Open Source Model Hub・SDXL+Flux+LLaMA+SAM)・Together AI (2022 Vipul Ved Prakash・Open Source Models Inference・JuiceFS+TogetherDB)・Groq (2016 Jonathan Ross Google TPU設計・LPU Language Processing Unit Inference・LLaMA 70B 500+ tokens/sec 神速度)・Cerebras (2016 Wafer-scale CS-3+CS-4 2024+Inference 2024年8月 Free Beta・LLaMA 3.1 70B 1800 tokens/sec)・Fireworks AI+OctoAI (2024年Octo NVIDIA買収)・SambaNova (2017 Sun Microsystems創業者)・Lambda Labs (2012 GPU Cloud)+Lambda Inference・xAI Grok API (2023 Elon Musk・Grok 2+3+4+5 2024-25)・Hugging Face Inference API+Inference Endpoint・Modal Labs+RunPod+Vast.ai+Lambda・LLaMA 4 Scout/Maverick (Meta 2025)・¥¥¥¥¥/M Tokens 2026 OpenAI+Anthropic+Google Gemini 3強+Groq速度+Cerebras新興+Open Source Indie。
AI動画生成サービス。OpenAI Sora 2 (4K60 Pro)・Runway Gen-4・Kling AI 2.0/Kling Master・Hailuo MiniMax T2V-01-Director・Luma Dream Machine 1.6 Ray2・Pika 2.1・HeyGen Avatar・Stability AI Stable Video Diffusion・LTX-Video・Mochi 1、2026年8sec→60sec拡張、商用フィルム制作実用。
AI Translation Service。DeepL Pro (Industry Default・¥¥¥¥1k/月)・DeepL Voice (Realtime Voice 2024)・Google Translate+Gemini・Microsoft Bing Translator・OpenAI ChatGPT Translate・Anthropic Claude Translate・Mirai Translator・XLF Translator・Lokalise AI・Crowdin AI Auto-Translate・Phrase TMS・LibreTranslate (FOSS)・OPUS-MT (Helsinki NLP)・MarianMT・¥0-¥¥¥¥¥¥/月・GPT-4o翻訳精度高・¥0 OSS、2026年DeepL Voice+Claude翻訳実用化。
AMD GPU計算オープンスタック。ROCm 6.4(2026年Q1)・HIP(CUDA互換API)・rocBLAS・MIOpen・rccl・PyTorch 2.7 ROCm/Windows対応・vLLM AMD・TensorFlow AMD・Triton AMD・MI300X/MI325X/MI355X対応、2026年AMD Instinct GPUがNVIDIA H200/B200対抗、$1B受注規模。
Artificial General Intelligence・汎用人工知能。OpenAI(目標2027-2030)・DeepMind Gemini・Anthropic Claude Opus 4.7・xAI Grok 5・Meta FAIR・SSI・Mira Murati TML・Google Astraが目標設定、ARC-AGI-2 Prize(Karpathy・2025年)・FrontierMath・Humanity's Last Exam評価指標。
AGI Timeline議論。Compute Bottleneck (Capex $1T・Power 5GW)・Data Wall (Pretraining Token不足・Synthetic Data依存)・Test-Time Compute Scaling (o1/o3 突破口)・Reasoning RL Scaling・Leopold Aschenbrenner Situational Awareness 2027 AGI予測・Daniel Kokotajlo AI 2027・METR Time Horizon・Dario Amodei (Anthropic) Powerful AI 2026-2027・Sam Altman Brilliant Friend・¥0 知識・Bitter Lesson Sutton、2026年AGI Definition論議活発化。
LLM が自律的にタスクを計画・実行する次世代 AI アプローチ。単発の質問応答ではなく、目標達成に向けて複数ステップを自律的に進める AI エージェントの総称。
Agentic AI実行Agent。Anthropic Computer Use (Claude 3.5 Sonnet・Screenshot+Click+Type)・OpenAI Operator (Browser Agent・$200/月 Pro)・Google Project Mariner (Browser Agent)・Microsoft Magentic-One・Devin AI ($500/月 Cognition)・Manus (中国・話題)・Replit Agent V2・Vercel v0・Bolt.new・Cursor Composer Agent・Cline 3.x・¥¥¥¥¥/月、2026年Computer Use+Browser Agent本格普及。
自律型AI多段実行基盤。Claude Agent SDK・OpenAI Agents SDK・LangGraph 0.3・AutoGen 0.7・CrewAI・Mastra・Vercel AI SDK・Pydantic AIが代表、Tool use+Memory+Planning+Human-in-the-loopを統合、2026年はMCP(Model Context Protocol)標準化で相互運用加速。