【AI最新動向 2026年3月21日】論文5件・GitHub5件

2026年3月21日2026年3月27日

📝 この記事のポイント

🚀 AI技術の最新動向 – 2026年3月21日世界中から収集したAI・機械学習の最新情報をお届けします 📑 目次 💻 注目のGitHubプロジェクト rzru/nightingale sstklen/trump-code rohitg00/ai-engineering-from-scratch taco-group/SparkVSR AbdelStark/attnres 📌 関連記事もチェック 📚 最新研究論文 1. NavTrust: Benchmarking Trustworthiness for Embodied Navigation 著者: Huaide Jiang, Yash Chaudhary, Yuping Wang There are two major categories of embodied navigation: Vision-Language Navigation (VLN), where agents navigate by following natural language instructions; and Object-Goal Navigation (OGN), where agents navigate to a specified target object. However, existing work primarily evaluates model performanc… 論文を読む → 2. FinTradeBench: A Financial Reasoning Benchmark for LLMs 著者: Yogesh Agrawal, Aniruddha Dutta, Md Mahadi Hasan Real-world financial decision-making is a challenging problem that requires reasoning over heterogeneous signals, including company fundamentals derived from regulatory filings and trading signals computed from price dynamics. Recently, with the advancement of Large Language Models (LLMs), financial… 論文を読む → 3. F2LLM-v2: Inclusive, Performant, and Efficient Embeddings for a Multilingual World 著者: Ziyin Zhang, Zihan Liao, Hang Yu We present F2LLM-v2, a new family of general-purpose, multilingual embedding models in 8 distinct sizes ranging from 80M to 14B. Trained on a newly curated composite of 60 million publicly available high-quality data samples, F2LLM-v2 supports more than 200 languages, with a particular emphasis on p… 論文を読む → 💻 注目のGitHubプロジェクト 1. rzru/nightingale Machine learning powered Karaoke app (with scores!) ⭐ 722 stars | 🔀 36 forks リポジトリを見る → 2. sstklen/trump-code 🔐 AI decoding Trump's posts × stock market | AI 解碼川普推文 × 美股 | AIでトランプ投稿×株式市場を解読 — 31.5M models, 61.3% hit rate, open source ⭐ 607 stars | 🔀 72 forks リポジトリを見る → 3. rohitg00/ai-engineering-from-scratch Learn it. Build it. Ship it for others. ⭐ 153 stars | 🔀 17 forks リポジトリを見る → 4. taco-group/SparkVSR SparkVSR: Interactive Video Super-Resolution via Sparse Keyframe Propagation ⭐ 69 stars | 🔀 8 forks リポジトリを見る → 5. AbdelStark/attnres Rust implementation of Attention Residuals from MoonshotAI/Kimi ⭐ 49 stars | 🔀 5 forks リポジトリを見る → 📚 あわせて読みたい【AI最新動向】一歩先の未来へ！私が触れた最先端AIの世界「プロンプトは戦略だ！」と学んで劇的効率UP！私のAI活用術 AI三つ巴！Geminiと私が出会って、ストーリー作りは変わった？。

🚀 AI技術の最新動向 – 2026年3月21日

世界中から収集したAI・機械学習の最新情報をお届けします

📑 目次

💻 注目のGitHubプロジェクト
1. rzru/nightingale
2. sstklen/trump-code
3. rohitg00/ai-engineering-from-scratch
4. taco-group/SparkVSR
5. AbdelStark/attnres
📌 関連記事もチェック

📚 最新研究論文

1. NavTrust: Benchmarking Trustworthiness for Embodied Navigation

著者: Huaide Jiang, Yash Chaudhary, Yuping Wang

There are two major categories of embodied navigation: Vision-Language Navigation (VLN), where agents navigate by following natural language instructions; and Object-Goal Navigation (OGN), where agents navigate to a specified target object. However, existing work primarily evaluates model performanc…

論文を読む →

2. FinTradeBench: A Financial Reasoning Benchmark for LLMs

著者: Yogesh Agrawal, Aniruddha Dutta, Md Mahadi Hasan

Real-world financial decision-making is a challenging problem that requires reasoning over heterogeneous signals, including company fundamentals derived from regulatory filings and trading signals computed from price dynamics. Recently, with the advancement of Large Language Models (LLMs), financial…

論文を読む →

3. F2LLM-v2: Inclusive, Performant, and Efficient Embeddings for a Multilingual World

著者: Ziyin Zhang, Zihan Liao, Hang Yu

We present F2LLM-v2, a new family of general-purpose, multilingual embedding models in 8 distinct sizes ranging from 80M to 14B. Trained on a newly curated composite of 60 million publicly available high-quality data samples, F2LLM-v2 supports more than 200 languages, with a particular emphasis on p…

論文を読む →