今日の更新
Today's Updates
- 01 local-llm Ollama Releases v0.30.0-rc7 Ollama Releases v0.30.0-rc7 disable openmp [ollama-releases]
- 02 local-llm Ollama Releases v0.30.0-rc5 Ollama Releases v0.30.0-rc5 ci: fix windows dependencies [ollama-releases]
- 03 local-llm Ollama Releases v0.23.2-rc0 Ollama Releases v0.23.2-rc0 launch: disable Claude Desktop launch ( #16028 ) [ollama-releases]
- 04 gemini Building with Gemini Embedding 2: Agentic multimodal RAG and beyond Building with Gemini Embedding 2: Agentic multimodal RAG and beyond Google has announced the general availability of Gemini Embedding 2, a unified model that maps text, images, video, audio, and documents into a single semantic space. This model allows developers to p [google-developers]
- 05 gemini Get ready for Google I/O: Livestream schedule revealed Get ready for Google I/O: Livestream schedule revealed Google I/O returns May 19–20 to showcase major updates in AI, Android, Chrome, and Cloud, beginning with a keynote on the "agentic era" of development. The event will focus on new tools designed to au [google-developers]
- 06 tech-news Metaがカナダのオンラインニュース法案C-22に反対表明 Meta’s Position on Canada’s Bill C-22 Metaはカナダの法案C-22に対する立場を表明し、ニュース出版社へのリンク表示に対価を求める枠組みは持続不可能だと主張した。同社は以前のC-18と同様、Facebookおよびinstagramでカナダのニュースコンテンツの提供を停止する可能性を示唆している。 Meta has published its position on Canada's Bill C-22, arguing that legislation forcing platforms to pay publishers for news links is unworkable and signaling it may again block news content on Facebook and Instagram in Canada, as it did under the earlier Bill C-18. [meta-newsroom]
- 07 tech-news OpenAIの未来巡るMuskとAltmanの法廷闘争、最新動向 Live updates from Elon Musk and Sam Altman’s court battle over the future of OpenAI Elon MuskがSam AltmanとOpenAIを相手取り起こした訴訟の公判が開始された。非営利組織として設立されたOpenAIの営利化を巡る対立が焦点で、AI業界の方向性を左右する重要な裁判として注目されている。 Live coverage of the courtroom showdown between Elon Musk and Sam Altman over OpenAI's transition from nonprofit to for-profit structure, a case that could shape the future of the AI industry. [the-verge]
- 08 local-llm Ollama v0.23.2 リリース、ローカルLLM実行環境の小幅アップデート Ollama Releases v0.23.2 ローカルLLM実行ツールOllamaがv0.23.2をリリースした。マイナーバージョンアップに位置付けられ、バグ修正や安定性改善が中心と見られる。直近の0.23系で進む新モデル対応やパフォーマンス最適化の流れの一部と位置付けられる。 Ollama has published v0.23.2, a minor point release of its popular local LLM runtime. The update appears to focus on bug fixes and stability improvements, continuing the 0.23.x line that has gradually expanded model support and runtime performance. [ollama-releases]
- 09 local-llm Ollama、v0.30.0-rc6リリース候補版を公開 Ollama Releases v0.30.0-rc6 ローカルLLM実行ツールのOllamaがv0.30.0のリリース候補版rc6を公開した。新メジャーバージョンに向けたバグ修正と安定化が中心と見られ、正式リリース前の最終調整段階にある。 Ollama has published v0.30.0-rc6, a release candidate for its upcoming v0.30.0 milestone. The build appears focused on stabilization and bug fixes ahead of the general release of the local LLM runtime. [ollama-releases]
- 10 research Are Flat Minima an Illusion? Are Flat Minima an Illusion? arXiv:2605.05209v1 Announce Type: new Abstract: Neural networks that land in flat regions of the loss landscape tend to generalise better than those in sharp regions. Sharpness-Aware Minimisation expl [arxiv-cs-lg]
- Building with Gemini Embedding 2: Agentic multimodal RAG and beyond Building with Gemini Embedding 2: Agentic multimodal RAG and beyond
- Get ready for Google I/O: Livestream schedule revealed Get ready for Google I/O: Livestream schedule revealed
- Ollama Releases v0.30.0-rc7 Ollama Releases v0.30.0-rc7
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Nintendo is raising Switch 2 prices Nintendo is raising Switch 2 prices
EN Nintendo is raising the price of its Switch 2 console globally, "in light of changes in market conditions," and is now forecasting a drop in sales over the next year. Starting September 1st, the Switc
og Microsoft Sentinel にサンプルログ・攻撃シナリオを投入する OSS「Sentinel LogSeeder」を試す
AI要約 1. はじめに Microsoft Sentinel の検証や PoC、分析ルール(Analytics Rule)のチューニング、ハンズオン研修などをやっていると、必ず突き当たるのが 「リアルなサンプルログがない」 という悩みがあります。
og Claude Agent SDK と MCP server で業務自動化、半年間の実装メモ A six-month personal implementation log of automating the author's own work using Claude A…
AI要約 筆者が Claude Agent SDK と MCP server を組み合わせ、自身の業務を半年かけて自動化した実装記録。エージェント設計や MCP サーバの構築過程、運用上の知見をまとめた個人的なノートとなっている。
EN A six-month personal implementation log of automating the author's own work using Claude Agent SDK combined with MCP servers, covering agent design, MCP server construction, and operational lessons learned.
og Are Flat Minima an Illusion? Are Flat Minima an Illusion?
EN arXiv:2605.05209v1 Announce Type: new Abstract: Neural networks that land in flat regions of the loss landscape tend to generalise better than those in sharp regions. Sharpness-Aware Minimisation expl
og Nationwide EHR-Based Chronic Rhinosinusitis Prediction Using Demographic-Stratified Models Nationwide EHR-Based Chronic Rhinosinusitis Prediction Using Demographic-Stratified Models
EN arXiv:2605.05213v1 Announce Type: new Abstract: Chronic rhinosinusitis (CRS) is a common heterogeneous inflammatory disorder that causes substantial morbidity and healthcare costs. CRS is difficult to
og SAT: Sequential Agent Tuning for Coordinator Free Plug and Play Multi-LLM Training with Monotonic Improvement Guarantees SAT: Sequential Agent Tuning for Coordinator Free Plug and Play Multi-LLM Training with Monotonic Improvement Guarantees
EN arXiv:2605.05216v1 Announce Type: new Abstract: Large language models (LLMs) with a large number of parameters achieve strong performance but are often prohibitively expensive to deploy. Recent work e
og Physics-Informed Neural Networks with Learnable Loss Balancing and Transfer Learning Physics-Informed Neural Networks with Learnable Loss Balancing and Transfer Learning
EN arXiv:2605.05217v1 Announce Type: new Abstract: We propose a self-supervised physics-informed neural network (PINN) framework that adaptively balances physics-based and data-driven supervision for sci
Horizon-Constrained Rashomon Sets for Chaotic Forecasting Horizon-Constrained Rashomon Sets for Chaotic Forecasting
EN arXiv:2605.05218v1 Announce Type: new Abstract: Predictive multiplicity and chaotic dynamics represent two fundamental challenges in machine learning that have evolved independently despite their conc
Sparse Prefix Caching for Hybrid and Recurrent LLM Serving Sparse Prefix Caching for Hybrid and Recurrent LLM Serving
EN arXiv:2605.05219v1 Announce Type: new Abstract: Prefix caching is a key latency optimization for autoregressive LLM serving, yet existing systems assume dense per-token key/value reuse. State-space mo
MidSteer: Optimal Affine Framework for Steering Generative Models MidSteer: Optimal Affine Framework for Steering Generative Models
EN arXiv:2605.05220v1 Announce Type: new Abstract: Steering intermediate representations has emerged as a powerful strategy for controlling generative models, particularly in post-deployment alignment an
Data-Driven Variational Basis Learning Beyond Neural Networks: A Non-Neural Framework for Adaptive Basis Discovery Data-Driven Variational Basis Learning Beyond Neural Networks: A Non-Neural Framework for Adaptive Basis Discovery
EN arXiv:2605.05221v1 Announce Type: new Abstract: Classical representation systems such as Fourier series, wavelets, and fixed dictionaries provide analytically tractable basis expansions, but they are
og Adaptive Computation Depth via Learned Token Routing in Transformers Adaptive Computation Depth via Learned Token Routing in Transformers
EN arXiv:2605.05222v1 Announce Type: new Abstract: Standard transformer architectures apply the same number of layers to every token regardless of contextual difficulty. We present Token-Selective Attent
Structural Instability of Feature Composition Structural Instability of Feature Composition
EN arXiv:2605.05223v1 Announce Type: new Abstract: Sparse Autoencoders (SAEs) have emerged as a powerful paradigm for disentangling feature superposition in transformer-based architectures, enabling prec
Channel-Level Semantic Perturbations: Unlearnable Examples for Diverse Training Paradigms Channel-Level Semantic Perturbations: Unlearnable Examples for Diverse Training Paradigms
EN arXiv:2605.05224v1 Announce Type: new Abstract: The unauthorized use of personal data in model training has emerged as a growing privacy threat. Unlearnable examples (UEs) address this issue by embedd
MACS: Modality-Aware Capacity Scaling for Efficient Multimodal MoE Inference MACS: Modality-Aware Capacity Scaling for Efficient Multimodal MoE Inference
EN arXiv:2605.05225v1 Announce Type: new Abstract: Mixture-of-Experts Multimodal Large Language Models (MoE MLLMs) suffer from a significant efficiency bottleneck during Expert Parallelism (EP) inference
Internalizing Outcome Supervision into Process Supervision: A New Paradigm for Reinforcement Learning for Reasoning Internalizing Outcome Supervision into Process Supervision: A New Paradigm for Reinforcement Learning for Reasoning
EN arXiv:2605.05226v1 Announce Type: new Abstract: The central challenge of reinforcement learning for reasoning lies not only in the sparsity of outcome-level supervision, but more fundamentally in how
og Rethinking Data Curation in LLM Training: Online Reweighting Offers Better Generalization than Offline Methods Rethinking Data Curation in LLM Training: Online Reweighting Offers Better Generalization than Offline Methods
EN arXiv:2605.05227v1 Announce Type: new Abstract: Data curation is a critical yet under-explored area in large language model (LLM) training. Existing methods, such as data selection and mixing, operate
Evolutionary fine tuning of quantized convolution-based deep learning models Evolutionary fine tuning of quantized convolution-based deep learning models
EN arXiv:2605.05228v1 Announce Type: new Abstract: Deep learning models are the most efficient models in many machine learning tasks. The main disadvantage when using them in IoT, mobile devices, indepen
Ollama v0.23.2 リリース、ローカルLLM実行環境の小幅アップデート Ollama Releases v0.23.2
AI要約 ローカルLLM実行ツールOllamaがv0.23.2をリリースした。マイナーバージョンアップに位置付けられ、バグ修正や安定性改善が中心と見られる。直近の0.23系で進む新モデル対応やパフォーマンス最適化の流れの一部と位置付けられる。
EN Ollama has published v0.23.2, a minor point release of its popular local LLM runtime. The update appears to focus on bug fixes and stability improvements, continuing the 0.23.x line that has gradually expanded model support and runtime performance.
Claude Code × Notion API × MCPで『ドキュメント駆動AI開発』ワークフローを構築する全手順
AI要約 結論: Notionに仕様を書くだけでClaude Codeが実装を始める Notionに仕様を書くだけでClaude Codeが実装を始める——ドキュメント駆動AI開発の構築手順を全公開します。 この記事で得られることは以下の3つです。
Ollama、v0.30.0-rc6リリース候補版を公開 Ollama Releases v0.30.0-rc6
AI要約 ローカルLLM実行ツールのOllamaがv0.30.0のリリース候補版rc6を公開した。新メジャーバージョンに向けたバグ修正と安定化が中心と見られ、正式リリース前の最終調整段階にある。
EN Ollama has published v0.30.0-rc6, a release candidate for its upcoming v0.30.0 milestone. The build appears focused on stabilization and bug fixes ahead of the general release of the local LLM runtime.
Metaがカナダのオンラインニュース法案C-22に反対表明 Meta’s Position on Canada’s Bill C-22
AI要約 Metaはカナダの法案C-22に対する立場を表明し、ニュース出版社へのリンク表示に対価を求める枠組みは持続不可能だと主張した。同社は以前のC-18と同様、Facebookおよびinstagramでカナダのニュースコンテンツの提供を停止する可能性を示唆している。
EN Meta has published its position on Canada's Bill C-22, arguing that legislation forcing platforms to pay publishers for news links is unworkable and signaling it may again block news content on Facebook and Instagram in Canada, as it did under the earlier Bill C-18.
og bge-m3 + sqlite-vec で作るObsidian Vault検索基盤の設計:MCP統合まで
AI要約 bge-m3 + sqlite-vec で作る Obsidian Vault 検索基盤の設計:MCP 統合まで はじめに Obsidian Vault が育ってくると、grep だけでは目的のノートに辿り着けない場面が増えてきます。「あの設
Canvas is down as ShinyHunters threatens to leak schools’ data Canvas is down as ShinyHunters threatens to leak schools’ data
EN The Instructure-owned learning management platform, Canvas, is down after recently confirming a massive data breach that impacted student names, email addresses, ID numbers, and messages. Students att
llm-gemini 0.31 llm-gemini 0.31
EN Release: llm-gemini 0.31 gemini-3.1-flash-lite is no longer a preview . Here's my write-up of the Gemini 3.1 Flash-Lite Preview model back in March. I don't believe this new non-preview model has chan
Mira Murati’s deposition pulled back the curtain on Sam Altman’s ouster Mira Murati’s deposition pulled back the curtain on Sam Altman’s ouster
EN The week leading up to Thanksgiving 2023 was the AI industry's biggest soap opera moment. OpenAI CEO Sam Altman was abruptly ousted from his role at the ChatGPT maker. The explanation? That Altman was
Apple’s AirPods with cameras for AI are apparently close to production Apple’s AirPods with cameras for AI are apparently close to production
EN Apple's rumored AirPods with cameras are nearing a stage where the company will test early mass production, Bloomberg's Mark Gurman reports. Currently, Apple testers are "actively using" prototypes th
SpaceX has a $55 billion plan to build AI chips in Texas SpaceX has a $55 billion plan to build AI chips in Texas
EN Elon Musk's plans to get into the AI chip manufacturing business are going to be costly. As the New York Times and CNBC report, SpaceX is planning to invest at least $55 billion into its "Terafab" chi
Peak Design is taking up to 50 percent off some of our favorite camera bags Peak Design is taking up to 50 percent off some of our favorite camera bags
EN To celebrate founder Peter Dering’s birthday, Peak Design is taking up to 50 percent off a host of bags and accessories through May 8. The sale includes steep discounts on many of the company’s most p