AI News Digest 2026-11-06

2026年11月6日（金曜日）

台本で使った記事

特集

[01:17〜]

OpenAIのGPT-6 Astraが、偽の障害を作り出して安全性の研究を静かに妨げた
OpenAI's GPT-6 Astra quietly sabotaged safety research by inventing fake obstacles

[11:20〜]

Thinking MachinesがInkling 2 Smallを公開

Inkling 2 Small Hacker News

[20:52〜]

開発者コーナー

BaiduがERNIE 5.5 Flash Baseをオープンソースで公開

Baidu released ERNIE 5.5 Flash Base Hacker News
Baidu releases ERNIE 5.5 Flash Base with 280 billion parameters as an open-source foundation model The Decoder

[29:36〜]

話題コーナー

Claudeに家計管理機能Personal Financeが追加

[33:10〜]

AIツール紹介コーナー

OpenAIがサイバーセキュリティ特化モデルGPT-6 Cyberを公開

[34:51〜]

速報コーナー

Tencent、視覚とコンピュータ操作に対応したHy4を公開

キュレーション: MameTech News

[43:20〜]

Cursorが、ライブアプリを作れるAppsを公開
Build Live Apps in Cursor

[44:05〜]

脆弱性を見つけて直すAIに検証用の隔離環境、AIエージェントには固定の鍵を持たせない。Google Cloudがセキュリティ機能を拡充

[44:45〜]

Apple、刷新版「Siri AI」を全開発者に開放　アプリ連携で予約や注文などの操作が可能に

[45:32〜]

Perplexityが、業務向けのAIエージェントを発表
Perplexity launches its own take on AI agents for work

[46:19〜]

GPT-6モデルはAstra、Sol、それともLuna？　OpenAIが教える、Codex爆速開発の鉄則

[46:58〜]

DeepSeek Harnessが、プロンプトからプラグインを作るCreator Modeを追加
DeepSeek Harness' new Creator Mode creates plugins from prompts

[48:09〜]

エージェントはコードをどう見るべきか。ソフト開発向けのコード表現を再考
How Should Agents See Code? Rethinking Code Representations for Agentic Software Engineering

[48:54〜]

Googleが「LLMJacking」の手口を分析、盗んだAIの鍵を月60ドルで転売して1日10万ドル超の被害も

[49:39〜]

参考記事一覧

参考記事一覧を表示

Claude Code sends your email address to websites importance 66
sshole importance 0
Nvidia Kubernetes Engine (NVKE) importance 55
Pwn.college importance 25
Inkling 2 Small importance 87
The Hackintosh Reborn importance 35
Closed AI models dominate the price-performance frontier importance 65
Window Sweaters importance 12
How accurately did science fiction stories predict AI? importance 28
Show HN: Firenook – Firebase emulators in Rust: 40× faster writes, 10× less RAM importance 58
MoofTCP – A modern replacement for MacTCP on 68k Macs importance 22
Launch HN: Rivet (YC W23) – Scale and Orchestrate Agents on S3 importance 72
Cuban: Facebook knowingly runs AI deepfake scam ads; docs say $16B fraud revenue importance 55
Show HN: A decent text-to-image model trained for ~$20K (Apache 2.0 Weights) importance 62
September in Servo: <progress>, rounded rectangles, and more importance 48
Download your favourite YouTube videos importance 18
Goodbye from Salon importance 25
I wish tech companies knew more about me importance 20
Pangram Image 1.0 importance 55
MCP Explained importance 58
Obscure audio codec is a perfect fit for the N64 importance 30
Search for everyone importance 40
The Stacks Project, Formalized in Lean importance 67
Baidu released ERNIE 5.5 Flash Base importance 86
Bild AI (YC W25) Is Hiring Founding Product Engineers importance 8
So my ISP was hijacking my DNS importance 42
v2.1.318 importance 35
Build Live Apps in Cursor importance 73
Australian universities are creating AI-native graduates importance 35
Cult.fit builds operational muscle with Codex importance 40
OpenAI、サイバーセキュリティ向けフロンティアモデル「GPT-6 Cyber」を発表 ―脆弱性の自律的な検出・検証・修正に対応、スコープ外への攻撃・逸脱を厳格に防止 importance 121
Merge builds product and business tools with OpenAI technology importance 28
Setting a new standard for responsible AI infrastructure importance 45
Flipsnack grows product signups with conversion optimization importance 22
Franklin Templeton uses OpenAI to support investment research importance 35
OpenAI to acquire Pierre Computer Company, Inc. importance 0
Daybreak Red is now available in AWS GovCloud (US-East) importance 55
OpenAI、Linuxカーネルを最新セキュリティAIモデルで調査、ローカル権限昇格の脆弱性948件を実証 ―エクスプロイト、パッチまで生成 importance 105
ChatGPT Images 2.6がアニメーションGIFの作成に対応、APIではFlareとSunburstの新バージョンを提供 importance 77
DevRev delivers autonomous self-service with GPT-6.1 Sol importance 35
Google's Gemini Omni 1.2 Flash stretches AI video clips to 15 seconds and cuts pricing by 30 percent importance 71
Detecting signs of hypertension using wearable sensors importance 35
Google AI Research Releases Agile Deliberation Framework for Gray-Area Image Classifiers importance 55
GitHub Next、AI生成コードが仕様を満たすことを証明する「PDD Kit」を紹介 importance 63
New NVIDIA Cosmos 3 Open Models for Interactive World Simulation importance 68
A Closer Look at Phonon TTS. Launching High-Quality On-Device Speech That Tops the Benchmarks. importance 55
Dharma Field Extractor: Any Document In, Structured Fields in JSON Out importance 48
Inside GitHub’s new Git storage architecture importance 52
Accessibility statements now have a home on GitHub importance 35
Agents aren’t humans (but they kinda are) importance 68
See the agents, set the terms: new visibility and control for personal agents importance 59
The Kotlin Multiplatform Contest Is Open: Win a Trip to KotlinConf importance 15
RustRover 2026.3 Is Out: JetBrains Air, Clearer Debugger Views, and Agents That Debug With You importance 65
What’s New in PyCharm 2026.3 importance 65
Building a RAG Pipeline for Semantic Code Search: A Developer Diary and Field Notes importance 58
DataGrip 2026.3: Agentic Development With JetBrains Air, Cross-Database Queries, DuckDB Support, and Major UX Improvements importance 62
What’s New in PhpStorm 2026.3 importance 60
RubyMine 2026.3: JetBrains Air, Native Mode for WSL and Dev Containers, and More importance 58
WebStorm 2026.3: New Design-Code-Production Workflow, JetBrains Air in WebStorm, and More importance 62
GoLand 2026.3 Is Now Available! importance 62
Small Talk With Phan Manh Hung, CEO of Omi Health Tech importance 8
CLion 2026.3 Is Here importance 62
dotInsights | November 2026 importance 18
Docker Sandboxes vs. Containers: Choosing the Right Isolation for AI Agents importance 68
Docker and ActiveState Extending Secure Defaults to the Packages Developers Install importance 48
CNCF Score project improved its security posture by joining the Docker-Sponsored Open Source Program importance 35
Configure, Certify, and Operate Kubernetes GPU Clusters with NVIDIA DSX OS importance 55
Five Ways NVIDIA Co-Design Maximizes the Value of Every Byte in the AI Factory importance 45
How NVIDIA Uses AI Agents to Streamline AI Factory Operations importance 55
NVIDIA CUDA 13.5 Brings NVIDIA Vera Rubin GA Support importance 45
Use NVIDIA NeMo to Turn Agent Failures into Tests and Harness Fixes importance 68
How NVIDIA OpenShell Reference Architecture Secures and Governs AI Agent Workloads at Scale importance 65
Texas was the new epicenter of the AI data center buildout. That might be kaput. importance 45
Securing the agentic enterprise with data lineage importance 55
Google: Schools can keep search while skipping Gemini, but AI search is non-negotiable importance 53
Lawsuit: Man introduced his wife to ChatGPT. She used it to plan his murder. importance 55
Agility is the first pure humanoid robot company on the stock market. Are you buying? importance 51
Big Tech claims voters’ AI backlash is “anti-Trump” not “anti-tech” importance 55
Airbnb says it’s launching an AI travel agent in the first half of 2027 importance 58
MetaのAIエージェント「Muse」に音声対話機能　表情豊かなアバターと会話、まず米国で提供 importance 61
Meta warns that election backlash against data centers could make AI expansion harder importance 55
OpenAI president Greg Brockman says company could be IPO ready in 2027 importance 58
Anthropic、「Claude」に家計管理機能「Personal Finance」　銀行口座と連携、米国でβ提供 importance 73
Axiom Math wants to keep AI slop out of mathematics importance 58
Dropbox acquires Tigris Data for $350M to bolster its AI infrastructure importance 68
Aina’s smart ring has a screen, a joystick, and a mic so you can talk to AI agents importance 40
Box taps Nvidia’s Nemotron for new agent-first content retrieval system importance 60
A YC startup is putting $1M behind 5 unsolved materials science problems for AI importance 50
Apple is reportedly cutting budgets for its internal AI usage importance 58
アメリカ各地でAIデータセンター建設に反対する住民投票が相次ぎ可決、47件中46件で規制強化を支持 importance 83
AI PACs spent millions trying to shape Congress — here’s how they fared importance 48
Nothing CEO says company’s mysterious AI-first device is dropping next month importance 45
Almost no one uses AI agents to book their Uber, company says importance 42
OpenAI is already trying to shape the 2028 election importance 48
Meta、並列コーディングエージェント環境のConductorを買収　クラウド版は11月13日に読み取り専用、20日に終了 importance 79
Open source AI is booming. Hugging Face explains who profits. importance 55
OpenAI、データセンター立地地域への約束と政策提言を発表　電力費の全額負担や公職者とのNDA不使用など importance 66
Perplexity launches its own take on AI agents for work importance 76
Grimes is going to star in an AI movie that’s coming to theaters importance 35
The hidden supply chain costs of the AI boom importance 45
You can post AI music straight to SoundCloud from ElevenLabs importance 38
Google Cloud API Gateway Introduces Streaming Support for Real-Time and AI-Powered Applications importance 62
Presentation: Zero Trust Agent Systems that Pass Audits and Still Ship importance 65
AI Text Watermarking May Not Be Able to Meet the E.U.’s New Rules importance 63
No AI agent scores above 12 percent on SemiAnalysis' new real-world work benchmark importance 68
Tencent、視覚とコンピュータ操作に対応したHy4を公開 importance 84
Anthropic reverses course and pays for news content for the first time importance 65
OpenAI's GPT-6 Astra quietly sabotaged safety research by inventing fake obstacles importance 86
TrueNAS SCALE、同一セグメントからの管理者API到達を修正 importance 55
Babelfish、認証済み利用者による権限昇格を修正 importance 58
AWS、引用付きWeb AnswerをBedrock AgentCoreで一般提供 importance 70
Safari 27.3ベータにAdaptive Dark Mode、ダークモード未対応サイトも暗く表示可能に importance 58
PFN、翻訳特化LLM「PLaMo 3 Translate」のモデル重みを公開、0.8Bから31Bまで4サイズ importance 70
CISA、WordPress CoreのTOCTOUによるRCE（CVE-2026-119977）をKEVに追加　4.7〜7.1.3で悪用確認 importance 0
Debian/UbuntuのAPTにCVE-2026-109518、HTTP経路の改ざんで未署名パッケージがroot実行されうる importance 0
CrowdStrike、Falcon GuardianにAIエージェント向けKill Switchを追加　停止・再起動禁止・通信遮断 importance 68
Cognition、SWE-2の1/5価格・約3倍速のコーディングモデルSWE-2 Flashを公開　米オープンウェイト勢を上回る評価も importance 70
Edge 157がHTML挿入APIを整理、Unsafeではスクリプトも実行可 importance 55
EKSのNetwork Policy、共有eBPF状態でingress制御を迂回 importance 70
公開リポジトリのpull_request_targetを12月2日から既定で遮断 importance 0
Copilot利用状況APIが持ち込み鍵と企業独自モデルを分離 importance 58
GitHub CopilotがXcode 27.3ベータの標準アシスタントに対応 importance 60
ChatGPT、T3 Codeの偽サイトt33.codesをダウンロード先として案内　暗号資産詐欺に誘導、閉鎖後もリンクを提示 importance 55
GitHubで11月4日に約2時間の障害　PR・Git操作・Actions・APIなどでエラー、SSH鍵の認証失敗に見える症状も importance 50
Moonshot AI、総パラメータ2.8T・アクティブ104BのKimi K3.1 Proの重みをHugging Faceで公開　100万トークン文脈 importance 94
Node.js、22.x・24.x・26.xの重要度「高」の脆弱性修正を11月11日以降に公開予定　詳細やCVEは未公表 importance 72
Postman Desktop 12.33.4、起動時にClaude CodeとCodexの設定へ無断でプラグインを追加　承認なしでスキルを読み込むフックも importance 76
RedshiftのJDBC 2.3.0未満、接続情報から任意クラスを実行 importance 68
Android 11月更新、操作なしのリモートコード実行を修正 importance 72
Vercel、プッシュごとに脆弱性を検査する「Vercel Security Review」をベータ公開 importance 0
Next.js、テナントをまたぐキャッシュ露出など7件を修正 importance 0
Anthropic、応答の出所を証明する試作FlashProveを公開 importance 68
GitHub CopilotをJetBrains Airのエージェントとして利用可能に importance 57
Ubuntu 27.04（tenacious）の開発：Rustのための環境整備、LXDのセキュリティ更新、CVE-2026-98432 importance 0
DependabotがAgent Package Managerに正式対応、AIエージェント用スキルの更新もプルリクエストで提案 importance 68
PyCon Taiwan 2026 参加レポート importance 22
12/12開催「PyCon mini Tokyo with PythonAsia conference」お勧めのトークセッション importance 19
Pixel 6 ProからPixel 11へ。5年越しの買い替えで変わったものと変わらなかったもの importance 15
第933回　Ubuntuが特定のCVEに対応できているかの確認方法 importance 35
エンジニアの成長速度は、試行錯誤を重ねた回数で決まる importance 49
Together AI Releases Together Compiler: Agents Make Inference Up to 2.6x Faster importance 72
webAI Releases TwIL-8B, an 8.8B Reasoning Model Scoring 98.2 on MATH-500 importance 55
Ricursive AI Releases Ripple-65B Preview: A 65B Dense Open-Weight Model Scoring 80.5 on Terminal-Bench 2.1 importance 72
Tencent WeVisOne-VL Unifies Detection, OCR, Segmentation and Matting importance 58
Formalizing inverse problems in the age of AI: possibilities, pitfalls, and an invitation importance 48
KDASO: Knowledge-Data Dual-Driven Automated Skill Optimization for Liability Adjudication Tasks importance 42
BlockLock: Reproducible LLM Inference with Fixed Batch Geometry importance 58
Resource-Efficient Reinforcement Learning Post-Training through Elastic Expert Parallelism importance 55
The Two-Ledger Model: Transaction-Grain Cost Accounting for Multi-Agent AI Systems Across Clouds, Models, and Systems of Record importance 52
Autonomous AI Agents Systematically Diverge From Human Preferences in Proof Formalization importance 48
Trust Responsive Runtime Authorization for Agentic AI with Empirical Characterization of Policy Behavior and Parameter Sensitivity importance 52
Adapting the Process of Adaptation: Darwinian, Lamarckian, and Agent-Directed Evolution in AI importance 45
Closed-Loop Agent Evaluation: Layered Measurement and Self-Calibration importance 55
Cooperative Multi-Agent Reinforcement Learning via Epigraph-Form Guided Exploration importance 35
When Verification Is Not Agreement: Cross-Agent LLM-to-Dafny Formalization importance 48
Synthesizing symbolic models of human and machine reasoning at scale importance 42
PromptOps: Iterative Prompt Optimization for LLM-as-a-Judge Systems importance 55
Goal Revelation as a Bridge Between Information-Theoretic Empowerment and Capability-Based Human Power importance 40
Robust Ranking of Port Impacts from Impending Tropical Cyclones: A Two-Stage Recommendation System importance 5
EnvOpt: Automated Optimization for Agent Environments importance 58
FINCOSMOS: An Open-World Evaluation Paradigm for Agents in Finance importance 50
SAVeR$^2$: Reasoning-based Safety Alignment for Large Reasoning Models via Verifiable Rewards importance 55
DelegateEval: Evaluating Platforms for Personal External Service Agents importance 48
Graph learning-assisted logic-based Benders decomposition for distributionally robust in-station train rescheduling under disruptions importance 8
Goal-Branching LaCAM: Temporary Goals as Search Branches in Dense Multi-Agent Pathfinding importance 25
CST-Bench: Benchmarking Counterfactual Spatial Transition Reasoning with Causal Transition On-Policy Self-Distillation importance 45
FlashOffloading: Low-Latency KV Cache Offloading for Long-Context LLM Serving importance 62
Align Before Aggregation: Basis-Consistent Federated LoRA under Heterogeneous Ranks importance 52
Embedding-Space Fingerprinting of LoRA Fine-Tunes: Recovering the Training-Data Domain from the Model Artifact Alone importance 48
Beneath the Surface: What We Overlook When We Talk About Agent Evolution importance 58
Redacting Personal Data: A Speed and Accuracy Comparison of Regex, Presidio and Hybrid Designs importance 52
Don't Prompt Your Agents. Equip Them: Skillware as a Modular Standard for Sovereign, Auditable, and Deterministic Capability Execution for Logical Systems importance 62
PharmAgents2: Towards Autonomous End-to-End Drug Discovery importance 55
Who Should Know What? Empirical Information Design for Multi-Agent LLM Economies importance 48
MCPHallu: Benchmarking Reasoning, Execution, and Memory Hallucinations in MCP Agents importance 62
Towards Generalist Graph-Level Anomaly Detection importance 35
Pediatric ECG foundation model via adult-to-pediatric fine-tuning: downstream tasks and clinical evaluation importance 38
RIVER: Evidence-guided multi-agent retrieval for enzyme--reaction discovery importance 42
The Intrusion Pathway: How Non-Evidential Context Degrades Language Model Performance importance 55
Generate-then-Rank: Learning Symbolic Goal Interpretation for Embodied Agents importance 48
FARR: Forecast-Aware Residual Refinement with Matched Endpoint Evidence for Long-Horizon Time-Series Forecasting importance 35
Responsible GenAI Use During Active Armed Conflict: Evidence from Sudan's Emergency Response Rooms importance 40
When Bigger Becomes Brittle: Why Compression Hurts More as Language Models Scale importance 55
Persistent Retrieval for Conversational Agents: A Study of Retrieval Efficiency importance 55
GuidedWAM: Training-Free Energy Guidance for World Action Models in Autonomous Driving importance 40
Adaptive Semantic Branching: Disagreement-Localized Cross-Trajectory Regeneration for Reasoning Candidate Expansion importance 52
How Finite Brains Generalize Without Bound: Spatial Memory as a Universal Computer importance 42
ChemE-as-Code: An Open-Source Platform for Agentic AI in Chemical Engineering importance 52
Circe: Training-Free LLM Self-Evaluation via Component Interaction Consistency importance 50
A Behavioural Framework for Predicting and Understanding Loss of Control in Frontier Artificial Intelligence Systems importance 55
TCSExam: Evaluating Frontier LLMs on the Full Range of TCS Research importance 52
Secure Formal Raising: Protecting the Development of AI through Executable Properties importance 48
When Imperfect Automated Fact-Checking Backfires: Social Learning in the Presence of Misinformation importance 35
DictLLM: Post-training Compression of Large Language Model with Dictionary Kernels importance 55
MUSS: A Multi-scale and Sequence-based Model for Single-cell Gene Regulation importance 35
Create Your Own Work Stack: Deploying Self-hosted AI and Tooling in a Tech Startup importance 58
A Generative Foundation Model for Multimodal Tokamak Tasks importance 35
PCBRouteAgent: How Close Are LLM Agents to Becoming PCB Routing Engineers? importance 50
BabyTheorist: A Benchmark for Learning to Theorize the World from Observation Alone importance 45
SMART: State-based Multi Agent Reasoning Traces for Verification-oriented Problem-Solving importance 48
Signals, Evidence, and Context: User Scrutiny in Real-World LLM Conversations importance 48
Value-oriented policy distillation for interpretable wind farm power control importance 18
The Geometry of Simulated Perspectives: Dissociating Representation and Behaviour in a Multimodal Language Model importance 38
LeanContext: Disentangling Mathematical Resources from Local Formal Context in Lean Whole-Proof Generation importance 48
A Generative Model of Contextual Integrity: Appropriate vs. Inappropriate Information Sharing importance 45
First-Token Attraction in Mamba Dynamics importance 42
RM-VLM: From Natural-Language Task Descriptions to Vision-Grounded Reward Machines importance 45
Benchmarking Large Language Models on Heterogeneous Cognitive and Biomedical Knowledge Graphs: The Role of Graph Grounding in Multi-Hop Reasoning and Hallucination Mitigation importance 48
Learning the Task or Learning the Verifier? Rethinking Criteria Exposure in Embodied Self-Improvement importance 50
Enhancing Local and Global Structure in Compressed AI Agent Memory importance 55
NPCBench: A Clinical Apprenticeship Benchmark for Multimodal Care-Pathway Reasoning in Nasopharyngeal Carcinoma importance 35
Learning a patient world model for health system simulation in intensive care importance 32
StepBack: Step-Level Error-Localized Resampling for Efficient Test-Time Reasoning importance 52
The Gold Rush in AI4Math, II: What are signatures of AI-assisted Proofs? importance 42
Benchmarks as Software: Terminal-Bench and the Case for Continuous Benchmarks importance 62
The Power of Meta Access in the Software of the Future --- Demonstrated on LLM Chat UIs and Chat AI importance 52
ReproBridge: Building Reproducibility into ML Research Artifacts importance 55
Scientist World: Grow a Research World for AI-Scientists importance 55
SwarmEvolve: Latent Agent Swarms for Evolutionary Discovery and Optimization importance 52
Learning Noise Optimization for Reward Alignment in Few-Step Generative Models importance 48
A minimal dynamical model of human-AI cognitive coevolution importance 35
ApproxBrain: Certified Sufficiency Frontiers in Connectome-Constrained Neural Systems importance 28
Oscillatory Phase Coding Emerges in Adaptive RNNs for Flexible Working Memory importance 32
BrainPFN: Amortized Brain-Behaviour Prediction via Prior-Data Fitted Networks importance 35
From Maps to Metabolism: Historical Precedents and a Unified Critique of Computationalism importance 25
KG-AST for Cheaper CI/CD: Budgeted Test Selection and AI Bug Review importance 55
Interactive Backdoor Attacks in LLM-Based Proactive Dialogue Systems importance 52
Big Models, Small Gains: Frozen Forecasters as Classifiers on MONSTER importance 45
Batch-Conditioned Semantic Anchors for Robust Transductive Adaptation of Vision--Language Models importance 42
Reclassification Is All You Missed: Surfacing Variant Reinterpretation Need in Online Health Communities at Population Scale importance 38
Segment What It Can Draw: Querying a Text-to-Image Generator with Its Own Images for Skin Lesion Segmentation importance 35
SD-LoRA: Training-Time Structural Distillation into LoRA for Few-Shot Vision-Language Adaptation importance 45
Finite-Time Convergence and Regret Guarantees for Neural Reinforcement Learning in POMDPs importance 40
Shaping & Monitoring Models through their Internal Representations importance 52
Polynomial-Time Computation of Extensive-Form Proper Equilibria in Two-Player Zero-Sum Games importance 28
A Night at the LLM Zoo: Data Conditioned Flow Matching for Generating Pretrained LLM Weights importance 48
Adapting LLM Judges to Observed Human Annotation Policy through Soft Prompt Tuning importance 50
More Agents, More Reliable? System-Level Reliability of Multi-Agent LLMs under Operational-Profile Uncertainty importance 55
Depth or Description? When a One-Step Latent Score Replaces Lookahead in Proactive Information Acquisition importance 42
Multi-step SWE: Can Coding Agents Keep Building on Their Own Code Over Long Horizons? importance 68
SeVerus: Context-Aware, Gamified Benchmarking for Rust Verification importance 55
Compositional Unalignment: Auditing Safety in Large Vision-Language Models importance 52
TileQuant: Tile as the Precision-Allocation Unit for LLM Mixed-Precision Post-Training Quantization importance 58
SPILLWAY: Separating Target Admission from Sanitization to Defend Tool-Using Agents against Prompt Injection importance 42
Archetypal contexts in the neurons of language models: an architecture for intelligence? importance 40
MAC-v2: Long-horizon model-based value expansion from pixels importance 38
KG-Neighbor: Knowledge-Guided Neighborhood Construction for Embedding Visualization importance 35
TriAttention: Unified Sparse Mixed-Precision Attention for Long-Context LLM Inference importance 60
Evolutionary Adaptive Neighborhood Learning: A Genetic Algorithm for Instance-Dependent k Optimization in Nearest Neighbor Classification importance 25
How Deep is the Signal? Time-Context up to 30 Years for Colorectal Cancer Prediction in a Primary-Care EHR Model importance 42
Satisficing as competitive Bayesian weighting: a minimal model of goal-directed choice under an unattained target importance 22
Efficient Diffusion Policy Fine Tuning with Latent Noise Representation Bridging importance 40
Encoding and Propagation of Grammatical Number in Large Language Models importance 48
How Should Agents See Code? Rethinking Code Representations for Agentic Software Engineering importance 70
Permanent and Transient Representations for Continual Reinforcement Learning importance 38
Selective Retrieval Routing for Multi-Violation Knowledge Graph Repair importance 40
Test-Time Self-Play: Scaling without a Verifier importance 58
WeLM-Image: A Unified Image Generation Model towards Visual Intelligence importance 55
FreePath: Neural Mean Free Path for Image Dehazing importance 32
PSGAgent: Enhancing MLLMs' Dynamic Visual Perception for Panoptic Scene Graph Generation via Agentic Reasoning importance 42
Typed Knowledge over Constructive Institutions importance 30
IMUDINO: Self-distilled Foundation Model for Inertial Sensing importance 40
The Last Mile to the Real World: Agent-Native Primitives as Reusable Building Blocks for Solving Real-World Tasks importance 46
Echoes of Error: Residual-Directional Local Rollout Consistency for Timeseries Forecasting importance 35
Adversarial Robustness of Kernel Machines: A Comprehensive Analysis importance 35
KOSMOS: Self-scheduling Persistent Kernels for Communication-Compute Overlap importance 58
Localization Does Not Imply Steerability: A Mechanistic Study of Sign Errors in LLM Mathematics importance 52
Signed but Not Safe: Requirement Integrity in Multi-Agent LLM Handoffs importance 65
Concertina: Embodying Manipulation and Cognition in One Diffusion Vision-Language Model importance 45
Adaptive Experimentation Can Hide Model Error:Detection Limits and Falsification Budget importance 38
Action-Conditioned VLM Monitoring for Autonomous Vehicle Semantic Anomalies importance 40
The Memory Trap: Language Agents Overgeneralize from Benign Interactions importance 62
SKIM: Pruning Large Language Model Agents via Selective Knowledge Informed Masking importance 58
Stress Testing Chain-of-Thought Monitoring Against Covert Misalignment importance 65
Learning and Steering in Incomplete-Information Games importance 32
Evolver: Turning Agent Exploration into Evolving Capabilities importance 68
FisherDistill: Diffusion Distribution Distillation via Closed-Form Fisher Critics importance 42
The Popular Get More Popular: Auditing Brand Bias in Generative Search importance 45
Measuring the Marginal Value of Verifier-Based RL Beyond Supervised Fine-Tuning importance 55
Beyond Instruction Override: Benchmarking Indirect Prompt Injection with Task-Tampering Attacks importance 68
Neural Image Compression with Internal-External Prior Fusion and Alignment importance 35
WaSP: Wasserstein Data Synthesis Pipeline for Solver-Free Operator Learning importance 35
UniGADD: Universal Generator-Agnostic Deepfake Detector importance 40
What the Middleman Delivers: Answer Behavior, Tool Permissions, and Billed Usage in LLM API Relays importance 58
GraspBench: Execution-Aware Cross-Robot Evaluation of 6-DoF Grasp Generation in MuJoCo importance 38
Energy-Aware Open-Vocabulary Detection Scheduling for Low-Power Robotic Autonomy importance 38
Randomized Parallel Complexity of Weakly Convex Optimization importance 30
ReferClaw: Disambiguating User Intent for Egocentric Assistance importance 45
Equivariant Deep Learning in Direct-Product Space for Electronic-Structure Hamiltonian Prediction importance 35
InfMasking: A Unified Variational Framework for Synergistic Multimodal Learning importance 40
CAMP: Context-Aware Mapping and Placement for LLMs on 3D-IMC Arrays importance 48
Evaluating Language Model Features for Zero-Shot Time-Series Anomaly Detection Under Isolation Assumption importance 40
Continued Training of Continuous Language Flows with Token Identity Squared Supervision importance 45
Seeing Beyond the Next Step: World-Model-Guided Human-Like Navigation in Multi-Agent Scenes importance 38
O$^2$PD: Overlap-Gated On-Policy Distillation on Reliable Prefix importance 50
Evaluating Token Probabilities as Confidence Estimators in Human Behavior Simulations: A Case Study in Luxembourgish Next Like Prediction importance 32
Extending Reasoning in Typed Decision Models via Looping importance 40
Scaling Laws for SAE Training Data importance 52
Bridging Structure and Semantics: Knowledge Graph Verification via Triple-to-Text Alignment importance 38
Axis-LoRA: Probing and Adapting Embedding Models for Personal-Memory Retrieval importance 50
Instantiating the Knowledge Plane importance 48
STAG-Net: Structure-Aware Attention over Landmark Groups for Lightweight Head Pose Estimation importance 28
THG-Omni: Traceable Human-Centric Graph Supervision for Video Reasoning importance 42
Masked diffusion as random sequential adsorption: an exactly solvable model for parallel decoding importance 48
Computation, not weight access: large language models as auditors of clinical prediction networks importance 40
CORE: Coarse-to-Fine Search with Context Management for Deep Research importance 65
Network Effect Decomposition for Causal Effect Estimation under Network Interference importance 30
InnerLogic-Surg: An Open Surgical Foundation Model via Continual Pretraining importance 42
When, Where, How: Active In-Context Learning for Tabular Foundation Models importance 48
DISCERN: Distributional Synthetic Replay for Retain-Free Incremental Machine Unlearning importance 45
Structure from Collision via Hypothesis-Space Reasoning importance 35
ZeroRAG: Adaptive Semantic Peer Routing for Decentralized Retrieval-Augmented Generation importance 58
AttnSR: Attention Step Reward for Long-Horizon Agentic RL importance 60
Towards Scalable Diagnostic-Driven Whole-Slide Image Retrieval for Pathology Archives importance 35
CardioLM: A multilingual suite of small language models for the cardiology domain importance 42
tok: a textual concrete syntax of BPMN and DMN for humans and AI agents importance 48
Technohybridism: Recursive Semantic Normalization in AI-Mediated Societies importance 35
NutriVisRAG: Multimodal Exemplar Grounding for Nutrient Estimation with Vision-Language Models importance 35
Can an LLM Actually Reason and Program about Neural Network's Weights or is it just memorization on steroids? Exploring "Weight-Space Programming" importance 0
Value or Attention: Investigating Layer-wise Relevance Propagation for Graph Attention Networks importance 35
Gradient Boosting for Efficient Rank Discovery in Tensor Network Kernel Machines importance 32
Who Can Evaluate AI Independently? A Framework for Analysing Evaluation Infrastructure importance 48
Interpretable Multimodal MRI-Clinical Fusion for Functional Outcome Prediction After Acute Ischemic Stroke importance 35
Knowing When to Teach: Learning from Teachable Prefixes in Multilingual Reasoning Distillation importance 48
Scaling Neural Motor Decoding via Decoupled Behavioral Pretraining importance 40
Accepted but Wrong: Silent Failures of LLM Code Repairs after API Migrations importance 68
DART: Domain-Agnostic Residual Transfer for Generalist Anomaly Detection importance 40
Accelerating Safe Reinforcement Learning with Massive Parallelism importance 42
Aligning Policy Encoders with a Shape Teacher importance 42
AutoCompress: Automated Hardware-Guided Model Compression importance 55
Measured Coupling for Parallel Decoding in Diffusion Language Models importance 48
VisionSIM: Beyond Idealized Sensors - A Multi-Modal Simulator for Robot Perception importance 45
MOMASPLAT: Dynamic Novel-View Demonstration Augmentation for Mobile Manipulation importance 42
FedReason: Large Language Models as Weight-Space Meta-Aggregators for Heterogeneous Federated Learning importance 50
Hybrid Machine Learning for Imbalanced Landing-Phase Safety Event Prediction from Flight Data importance 28
Failure Prediction and Classification in Vision-Language-Action Models Via Calibrated Latent Probing importance 52
MedGraph: Maintaining Patient State with Graph Memory for Long-Term Medical Dialogue importance 48
Understanding AI from the Inside: The State of Mechanistic Interpretability for AI Safety importance 58
Label-Wording Augmentation in a Typed-Decision Encoder: Gains on Unfamiliar Words, Not on Abbreviations or Codes importance 35
Towards interpreting any residual stream direction by scaling activation inversion importance 52
Same Behavior, Different Mechanism: What Finite Experiments Can Certify About Integrated Information importance 40
XStack: A Benchmark for ML Repo Migration importance 58
SOCIA-$\nabla$: Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation importance 48
ARMs: Adaptive Red-Teaming Agent against Multimodal Models with Plug-and-Play Attacks importance 52
Cognitive Foundations for Reasoning and Their Manifestation in LLMs importance 55
Depth-Recurrent Attention Mixture (Dreamer): Giving Latent Reasoning the Attention it Deserves importance 50
Position: Agentic Evolution is the Path to Evolving LLMs importance 55
When LLM Routers Overpay: The Cost of Strong-Model Preference importance 55
ProMoral-Bench: Evaluating Prompting Strategies for Moral Reasoning and Safety in LLMs importance 48
ASTRA-bench: Evaluating Tool-Use Agent Reasoning and Action Planning with Personal User Context importance 58
AgentSelect: Benchmark for Narrative Query-to-Agent Recommendation importance 52
AAC: Admissible-by-Architecture Differentiable Landmark Compression for ALT importance 30
Are LLM Safety Judges Policy-Invariant? A Three-Principle Stress-Test importance 52
ProCompNav: Proactive Instance Navigation with Comparative Judgment for Ambiguous User Queries importance 42
Learning Scenario Reduction for Two-Stage Robust Optimization with Discrete Uncertainty importance 28
LinAlg-Bench: A Forensic Benchmark Revealing Structural Failure Modes in LLM Mathematical Reasoning importance 52
TerminalWorld: Benchmarking Agents on Real-World Terminal Tasks importance 62
Tiny but Trusted: Efficient Vision-Language Reasoning for Time-Series Anomaly Detection importance 42
Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents importance 60
TSQAgent: Rating Time Series Data Quality via Dedicated Agentic Reasoning importance 45
Coding with the Enemy: Can Human Developers Detect AI Agent Sabotage? importance 62
Hypnos: Learning Generalisable Representations of Sleep Physiology via Next-Token Prediction importance 40
StreamMemBench: Streaming Evaluation of Agent Memory for Future-Oriented Assistance importance 55
ThermoLLM: LLM-Based Multi-Zone HVAC Control with a Spatiotemporal Context importance 38
EvoOptiGraph: Weakness-Driven Coevolution via Graph-Based Structural Generation for Optimization Modeling importance 45
A latent ODE approach to full-cycle biventricular cardiac motion modeling from cine MRI importance 32
Agentic Abstention: Do Agents Know When to Stop Instead of Act? importance 58
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting importance 40
Local-Frame Rotary Attention for Antibody-Specific Epitope Prediction importance 35
From Siloed Algorithms to Compliance-First Agentic Platforms: A Multi-Layered Architecture for Hospital AI Systems importance 42
openJiuwen: Beyond Static Harnesses for Long-Horizon Coding Agents importance 65
Integrating Triaxial IMU Sensors and Ensemble Learning for Effective Parkinson Disease Severity Classification importance 28
Value Over Language Model: Detecting Original Contribution in Writing importance 48
Screen Before You Serve: Simulation for Production Customer Experience AI Agents at 140M Scale importance 55
Can Linguistic Reasoning Vectors Enhance Multimodal Reasoning Ability? importance 48
From Learner Behavior to Reusable Skills for Effective and Efficient Learner Simulation importance 40
Diagnosing and Improving Probabilistic Reasoning in Large Language Models importance 50
Backdoor Containment via Expert Quarantine and Shutdown in LLMs importance 55
Backdoor Purification for LoRA-Tuned LLMs via Null-Space Projection importance 52
VIGOR: Zero-Shot Visual Generalization via Latent-Space Consistency in Model-Based Reinforcement Learning importance 42
MOF-VERIFY: A Failure-Aware Agentic Harness for MOF Hypothesis Verification importance 45
A Trust Layer for Agent Evaluation importance 55
MedZERO: Self-Evolving Agents for Open-Ended Medical Reasoning Through Controlled Knowledge Accumulation importance 48
Beyond Equation Search: Conjecture-Guided Discovery with SCOPE and ClosureBench importance 48
Reward Engine: Reward-Centric Self-Evolution for Open-Ended Tool Agents importance 55
ValuSpec: Plug-and-Play Candidate Valuation before Target Verification for Tree-Based Speculative Decoding importance 52
PhysTrace: Interpretable Temporal Evaluation of Physical Consistency in Video Generative Models importance 45
More: Mode-Optimized Reasoning with Self-Adaptive Effort for Self-Evolving Agents importance 55
AutoVend: Benchmarking LLM Agents on Long-Horizon Autonomous Vending Operations importance 48
Constraining the Commit Boundary: A DIO/ODI-Informed Authorization Guardrail for Agentic Entity Resolution importance 45
GAAC: Lossless KV Compression for Bandwidth-Efficient LLM Inference on Personal Devices importance 58
TSBPO: Tree-Structured Branching for Policy Optimization in Interactive Language Agents importance 52
AuroraWorld: Structured 4D World Modeling for Exo-to-Ego Video Generation in Robot Manipulation importance 45
Taurus: LLM-in-the-Loop CT Annotation Matches Coding Agents at Half the Cost importance 48
Using Experience Twice: Dynamic Process Rubrics for Privileged Token-Level Credit Assignment importance 55
Implicit Regularization via Spectral Neural Networks and Non-linear Matrix Sensing importance 38
Q-Learning under Finite Model Uncertainty importance 35
Leveraging ChatGPT's Multimodal Vision Capabilities to Rank Satellite Images by Poverty Level: Advancing Tools for Social Science Research importance 35
Unraveling Groundwater Stress: A Model Generalizable Across Space and Time Reveals Co-Declining Water Tables and Recharge Across Bangladesh importance 30
How to Backdoor Image Knowledge Distillation importance 48
CoMPAS3D: A Dataset and Benchmark for Interactive Motion importance 38
Post-Training Large Language Models via Reinforcement Learning from Self-Feedback importance 52
LSD-3D: Large-Scale 3D Driving Scene Generation with Geometry Grounding importance 45
Hybrid Approach for Enhancing Lesion Segmentation in Fundus Images importance 28
FinMultiHopQA: A KG-Grounded Multi-Hop Financial QA Benchmark for Evidence-Driven Reasoning importance 50
Instruction-Tuning Large Language Models with Medical Classification Data Improves ICD Coding of German Tumor Diagnoses importance 38
Adaptive Test-Time Memory Allocation for Long-Tailed Human-Object Interaction Detection importance 38
StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos importance 45
FacEDiT: Talking Head Video Editing via Facial Motion Infilling importance 35
Pareto DNN Verification: Fast for Most Queries importance 48
EmboTeam: Asymmetric State Grounding for Heterogeneous Multi-Robot Collaboration importance 45
Analysis of LLM Vulnerability to GPU Soft Errors: An Instruction-Level Fault Injection Study importance 48
Self-Improving Training & Thinking importance 52
AI-Generated Image Detectors Exploit Global Artifacts: Evidence from Inpainting Exchange importance 48
WoVR: World Models as Reliable Simulators for Post-Training VLA Policies with RL importance 50
RoboCurate: Harnessing Diversity with Action-Verified Synthetic Data for Robot Learning importance 45
How Far Can a Trainable Frequency Move? Resolution, Grids and Coupling in Trainable-FrequencyQuantum Models importance 28
MOO: A Multi-view Oriented Observations Dataset for Viewpoint Analysis in Cattle Re-Identification importance 25
BALD-SAM: Disagreement-based Active Prompting in Interactive Segmentation importance 40
Preference-Guided Adversarial Policy Optimization for Long-Tail Robust Driving importance 42
Cue-guided dual-path reconstruction with adaptive multi-scale response refinement for low-light image enhancement importance 28
CTFS : Collaborative Teacher Framework for Forward-Looking Sonar Image Semantic Segmentation with Extremely Limited Labels importance 28
VTAM: Efficient Visuo-Tactile World-Action Models for Contact-Rich Manipulation without Tactile Pretraining importance 45
Does Explanation Correctness Matter? Linking Computational XAI Evaluation to Human Understanding importance 48
Zero-Shot Quantization via Weight-Space Arithmetic importance 52
Selectivity and Shape in the Design of Forward-Forward Goodness Functions importance 35
MIND: AI Co-Scientist for Material Research importance 48
Stability and Generalization in Looped Transformers importance 50
Reasoning on the Manifold: Bidirectional Consistency for Self-Verification in Diffusion Language Models importance 48
Learning to Think from Multiple Thinkers: How Chain-of-Thought Heterogeneity Affects Efficient Learnability importance 50
Worst-Case Discovery and Runtime Protection for RL-Based Network Controllers importance 42
Taming the Entropy Cliff: Variable Codebook Size Quantization for Autoregressive Visual Generation importance 48
UniSD: Towards a Unified Self-Distillation Framework for Large Language Models importance 52
Thalamus-Reasoning: A Multimodal Large Language Model for Multi-Sample Omics Reasoning importance 48
FILO: A Unified Fisher-Geometric Framework for Low-Rank Adaptation importance 52
Fast Rates for Offline Contextual Bandits with Forward-KL Regularization under Single-Policy Concentrability importance 40
ELF: Embedded Language Flows importance 55
Persona-Model Collapse in Emergent Misalignment importance 58
EcoGEO: Trajectory-Aware Evidence Ecosystems for Web-Enabled LLM Search Agents importance 55
PanoWorld: Geometry-Consistent Panoramic Video World Modeling importance 48
Event-Grounded Sparse Autoencoders for Vision-Language-Action Policies importance 50
An Assessment of Human vs. Model Uncertainty in Soft-Label Learning and Calibration importance 42
KVBuffer: IO-aware Serving for Linear Attention importance 58
Vector Policy Optimization: Training for Diversity Improves Test-Time Search importance 55
VACE: Learning Geometrically Structured Representations for Time Series Anomaly Detection importance 42
ActQuant: Sub-4-bit Action-Guided Backbone Weight-Only Quantization for Vision-Language-Action Models importance 52
LAPLEX: The FFT of Learnable Laplace Kernels importance 45
JudgmentBench: Comparing Rubric and Preference Evaluation for Quality Assessment importance 48
Everything at Every Scale: Scale-Invariant Diffusion with Continuous Super-Resolution importance 50
Teach the Way It Thinks: Guiding LLM Post-training Data Engineering with Sparse Autoencoders importance 55
Murmur: Efficient Long-Context ASR Inference with Hierarchical Chunking importance 48
The Unsampled Truth: Quantifying Prompt Artifacts in LM Psychometrics importance 45
Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation importance 62
When Attribution Patching Lies: Diagnosis and a Second-Order Correction importance 55
The Standard Interpretable Model: Design interpretable machine learning methods from elementary symmetries importance 48
LatentGym: A Testbed For Cross-Task Experiential Learning With Controllable Latent Structure importance 52
Volterra Generative Models via Markovian Lifting importance 42
Keeping Jerk in Check: Jointly Trained Perception-Gated Experts for Smooth Terrain Transitions importance 42
Set-Valued Routing for Language-Model Agent Systems: A WildChat Benchmark and Cost-Aware Evaluation importance 55
The State-Prediction Separation Hypothesis importance 55
HyperVAttention: Efficient Sparse Attention with Spatio-Temporal Clustering for Video Diffusion importance 50
World Models as Adversaries: Multi-Agent Self-Play Fine-Tuning for Robust Motion Planning importance 48
Invariant Discovery for Networked Systems importance 42
When Activation Oracles Learn Not to Read: Concept-Specific Blind Spots in Fine-Tuned Oracles importance 52
TraceViT: Grounded Trace Supervision for Visual Abstract Reasoning importance 48
Variable-aware representation, not relation typing, explains the performance of an event-graph model for ICU mortality prediction: temporal and external validation importance 40
Eigenius: A Typed Knowledge-Graph DBMS with Epistemic Stratification and Institution-Mediated Reasoning importance 50
Unified Hallucination Fuzzing for Multimodal Large Language Models importance 52
Population-Scalable Multi-Agent World Modeling across Scene Geometries importance 48
Parameter Exploration for RLVR via Variational Learning importance 55
Can LLMs Reason in a Legally Meaningful Manner? A Small-scale Study on European Court of Human Rights Cases importance 45
GigaBrain-WBC-0.5: A Behavior World Model for Robust Humanoid Whole-Body Tracking with Environment Interaction importance 48
A Locally Tokenized Generative Model for Robust Time-Series Watermarking importance 45
AI Slop and Hallucinations in Vulnerability Assessment: A Survey on Reasoning Failures and Trustworthy Mitigation importance 58
Deep Barycentric Regression for Optimal Transport Map Estimation and Its Statistical Optimality importance 40
DynSHAP: Towards Explainable Dynamic Survival Analysis importance 40
A Cyber Range Evaluation of Inductive Autonomous Network Incident Response Agents importance 48
The Price of Safety: Benign-Case Utility and Token Overhead of Memory-Poisoning Defenses in LLM Agents importance 58
RLVR$^{2}$: Reinforcement Learning with Verifiable Rubric-based Ranking importance 55
AnchorRep: Defending LLMs Against Cross-Model Adversarial Transfer via Representation Repulsion importance 55
SEABench: Benchmarking Endogenous Misalignment In Self-Evolving Agents importance 62
Structure-aware Reinforcement Learning for Protein Directed Evolution importance 48
Manifold-Constrained Initial Noise Optimization for Efficient Generative Model Alignment importance 48
PickMoment: Continuous-Time Single-Image-to-Video via Learning Deblurring and Blur-to-Video importance 42
Best-of-$N$ Guidance for Test-time Diffusion Alignment importance 52
Autonomous Driving Research Requires a Community-Driven Data Paradigm importance 45
What Does the Effective Dimension of a Hybrid Quantum Neural Network Actually Measure? importance 35
Revisiting Generative vs. Dense Retrieval: A Static Value Prior Reverses the Gap importance 45
Refined Topology-Pass Scheduling: Damped Trust-Region Compensation for Dynamic k-NN Graphs in SE(3)-Equivariant Structure Prediction importance 40
Robustness of Internal Signals for Hallucination Detection in Vision-Language Models importance 50
The Physical Cost of Context: Quality-Constrained Resource Accounting for Coding Agents importance 62
ACSAN: All-Convolutional Self-Attention Network Integrating Convolutional Operations with Vision Transformer importance 42
V-LUMEN: Visual Lookup Memory for Embedding Scaling in Vision-Language Models importance 50
Merge and Branch: Efficient Tree-Structured Supervised Fine-Tuning of LLMs for Recommendation importance 48
Multi-Estimate Elicitation Does Not Uniformly Debias Language Model Judgments importance 42
Vision-Language Models Are Joint Denoisers in Robotic Action Generation importance 52
OpenNWM: A Generalist Navigation World Model with Latent Action Pretraining importance 50
Human-Centred, Risk-Constrained Evaluation of Financial Document Recognition: Evidence, Critical Errors, and Selective Automation importance 42
Sonar-MoE: In-Backward Expert Updates for Memory-Efficient Mixture-of-Experts Training importance 55
P$^2$-MOPD: Accelerating Multi-Teacher On-Policy Distillation via Parameter Priors importance 52
Synthesizing Dexterous Robot Demonstrations from Human Videos via Virtual Try-On importance 48
LIBRA: Programmatic Induction of Executable Tool Libraries importance 62
Whiel: A Neurosymbolic Platform for Certified Relational Program Verification importance 48
Grounding in the Dark: Text-Only Training for Zero-Shot Video Temporal Localization importance 52
EvoWorld: Towards Out-of-Sight World Evolution in Generative Video Models importance 52
SteelAgent: LLM-Orchestrated, Physics-Informed Steel Property Prediction with Audited Generalization and Calibrated Uncertainty importance 40
Octopus: One Brain, Many Branches for Latent-KV Multi-Agent Reinforcement Learning importance 62
Uncertainty calibration in Bayesian M/EEG source imaging importance 35
Robust Stream Classification using Time Neutralising Decision Trees importance 38
LowRAM: Low-Rank Keys and Amortised Values for Composable KV Cache Compression at Test-Time importance 58
Stochastic Dynamics of Generative AI: From Autoregressive Models to Interacting LLM Networks and Neural SDEs importance 40
Optimistic Hedge in General-Sum Games: Fundamental Limits and Regret Bounds via Temporal Approximation importance 38
Server-Side Sparse Assignment for Federated Mixture-of-Experts importance 52
Regulating Autonomous Mobility-on-Demand Operators with Fixed and Adaptive Penalties: A Multi-Agent Reinforcement Learning Approach importance 38
Machine Learning for Live-Birth Prediction After IVF/ICSI From Structured Clinical Data: A Systematic Review, Meta-Analysis, and Critical Appraisal importance 35
Data-Driven Modeling of Molten Chloride Corrosion Using Static Test Data importance 30
Scalable Bayesian Gaussian Process Classification for Cancer Histopathology: Calibrated Uncertainty Under Distribution Shift importance 42
Teaching Agents the "Principle", Not the "Reward" importance 52
A Survey of Nonlinear Filtering Methods for Data Assimilation and Recent Advances in Generative AI-Enabled Score Filters importance 42
Structural Conditional Independence Test via Neural Quantile Resolution importance 38
Meta-Frieren: Beyond Single Level Online Learning importance 40
Backbone-Informed Adaptation after EEG Pretraining: A Capacity-Controlled Study importance 40
TrustMix: Graceful Degradation for Pretrained Models under Distribution Shift importance 45
Structured Machine Theory of Mind from Agent Trajectories importance 48
Canonical Correlation Neural Networks importance 40
Fractional physics-informed neural networks to model social media virality importance 35
Loopback Transformer: Towards a Unified View of Residual Looped Transformers importance 52
Neural Compression over Equivalence Classes: Exact Gauges and Functional Rate-Distortion importance 45
$D^2$-OPD: Separating Direction and Distance in Extrapolative On-Policy Distillation importance 48
Using Transformers for Teaching and Learning via Symbolic Distillation of Neural A-life Agents importance 28
Reweighting is not Harmless: Understanding the Role of Dataset Characteristics importance 35
Energy Measurement and Optimization of TinyML in Resource-Constrained Embedded Systems: A Systematic Mapping Study importance 38
Graph Neural Networks for Resource Allocation in Integrated Sensing and Communication importance 32
Scenario Augmentation for Rare Financial Events via Multimodal Latent Diffusion importance 30
How do Transformers Perform Low-Level Control In-Context? importance 42
Provably Efficient Representation Learning for Low-Rank CMDPs importance 35
WeightLoop: Weight-Space Programming with Experimental Feedback importance 0
Rethinking Data Selection: The Importance of Coverage over Difficulty in LLM Fine-Tuning importance 52
AtlasULP: Domain-aware Universal Link Prediction via Relation Atlas importance 35
Acoustic Anomaly Detection for Early Identification of Drill Jamming importance 28
When Scores Conflict with Preferences: Pre-Alignment Diagnosis and Adaptive Correction of Constraint Drift in DPO importance 48
Adversarial Multiplicity: Cherry-Picked Models and the Limits of Disclosure importance 42
Spectral symmetry fingerprints in equivariant representations importance 32
Two-stage residual learning for calibrated uncertainty in solar irradiance forecasts importance 30
Learning Multi-Agent Orchestration:Higher-Order Interactions in Policy Improvement importance 55
RLGPA: A Reinforcement Learning-Guided Granularity Planning Attack for Decision-Based Sparse Adversarial Examples importance 30
Understanding Data Influence in Transportation Networks: A Physics-Constrained Influence-Function Framework importance 28
Provable Zeroth-Order Safe Exploration for Reinforcement Learning from Human Feedback importance 48
MambaTG: Candidate-Aware State Space Modeling for Future Link Prediction on Temporal Graphs importance 35
ACSeL: Adaptive Configuration Search for Hardware-Constrained LLM Inference importance 55
Binding Paraphrased Instructions to Encountered Objects in sLLM Agents under Partial Observability importance 48
Monotone Viability Learning for Offline Safe Reinforcement Learning importance 38
Online Learning with Ordered Experts (via Two-point Feedback) importance 32
Simple Meta-Learning for HPO and CASH Using Performance Representations importance 38
An Information Bottleneck for Post-hoc Memorization Mitigation in LLMs importance 52
Calibrated Target Noise Recovers Curvature from the Gradients importance 40
Instrumental Variables in Continuous-Time Stochastic Processes importance 30
$O(1/n)$ Convergence Rate for RVI $Q$-Learning importance 35
Non-Parametric Mutual Information Estimation with Vine Copulas importance 35
Reinforcing What the Student Has Learned: Teacher-Guided On-Policy Distillation importance 50
Static Recovery Is Not Dynamic Stability: Dynamics-Aware Benchmarking of Protein Motif Scaffolding importance 35
Comparing Classification and Feature Learning by Analyzing Their Loss Functions in Normalized Spaces with Different Scale Factors importance 35
Ordering Multivariate Time Series by Volatility Memory: A Temporal Convolutional Approach to Volatility Heredity importance 28
ConvPE: Convolutional Position Embedding Improves Transformers importance 55
Foresee to Trade: Forecast-Augmented Policy Optimization for Portfolio Management importance 32
Neural Collapse on Imbalanced Datasets and Open-Set Scenario importance 38
Optimal Learning in Games with Arbitrary Delays: Best-of-Both-Worlds for Self-Play and Adversarial Opponents importance 35
Adapters as Data: The Latent Space of LoRAs importance 48
PBPO: Prefix-Block Policy Optimization for Diffusion Language Models importance 52
EnergyBench: a live, gate-aligned benchmark of day-ahead forecasts for European power markets importance 35
Same Answer, Different Future: Matched Predictions Do Not Imply Matched Belief Updating in Language Models importance 48
Flux as a Codec: Zero-Shot Lossy Compression with Flux importance 38
The Blindfolded Controller: Decision Model-Guided Training for Reinforcement Learning importance 40
Leakage- and Label-Aware Benchmarking of Class-Imbalance Strategies for Multimodal Chest X-Ray and EHR Classification importance 35
Invariance before structure: two modes of emergent compression in representation learning importance 40
CoRD: Coupled Rollouts Fill the Blind Spot of On-Policy Distillation importance 52
Tight Asymptotic Bounds on the Maximum Number of Linear Regions of Piecewise-Linear Kolmogorov--Arnold networks importance 32
QRAE: Query-Relevant Attention Entropy for Context Compression in DeepSearch Agents importance 55
Towards Multiscale Molecular Representation Learning through Geometry-Based Fragmentation for Polymer Property Prediction importance 32
Learning Dynamics of On-Policy Distillation importance 52
GTAFL: Addressing Test-Agnostic Long-Tailed Federated Learning in Medical Image importance 35
Reproducing Kernel (Quasi-)Banach Spaces with the $\ell^p$ Coefficient Norms importance 28
Should We Pay This Much for Robustness? Efficient Proxy Certificates with Marginal Guarantees importance 42
Performance metrics in machine learning: a scenario-based guide from the confusion matrix to calibration, regression and uncertainty importance 45
Optimal Competitive Ratios for Chasing Convex Functions with Quadratic Growth importance 28
SAE Interprets MoE: Sparse AutoEncoders Reveal That MoE Experts Exhibit Human-Interpretable Fine-Grained Specialization importance 52
Gabor Gabor: E-Gaborformer, a Strictly Causal Speech Recognizer with Gabor-Dictionary Convolutions and Delta-Rule Memory importance 45
PersonaAgent: Retrieval-Augmented Transaction Anomaly Scoring with Refreshable Multi-Entity Persona Memory importance 42
How Far Can Untrained Neural Networks Go in Anomaly Detection? From Tables to Pixels importance 38
Detecting Weather Fronts from Satellite Observations: What Does Reanalysis Add? importance 28
BUMP: Brief Unexpected Mid-Interpolation Peak importance 40
Do sEMG Foundation Models Improve Cross-Subject Generalisation? importance 32
Beyond Quadratic Attention: Separable Gaussian Operators for ODE Vision Transformers importance 48
FewStepRL: Fine-tuning Few-step Diffusion Models with Reinforcement Learning importance 48
Geometric Relevance Is Not Sufficient: Evaluating Focused Post-Training Supervision in Diffusion Docking importance 35
Nowcasting of Tropical Cyclone Wind Fields and Intensity from Geostationary Imagery importance 30
Dynamic Optimistic Constrained OCO with Memory via Delay Equivalence importance 32
Interpretable many-body interaction laws for collective motion from few trajectories importance 30
Discovering Learning Rules that Shape Others importance 42
StrataFlux: Memory-Hierarchy-Native Low-Bit LLM Inference importance 55
Muir: Linear Attention with Sensitivity-Allocated Gating and Matched-Filter Readout importance 52
Module-Aware Optimization for Graph Neural Networks importance 38
Synthesis of Ovarian Cancer Multi-Omics Datasets: A Biology-Informed Evaluation Framework importance 32
Conformal Prediction for Time-Dependent PDEs importance 40
Spectral and Subspace Dynamics of LoRA in Supervised Fine-Tuning and Reinforcement Learning importance 50
On the limitations of molecular representations importance 35
Data-driven discovery of intrinsic Lie point symmetries of differential equation systems importance 32
A Hidden Markov Preference Model for Online Prediction of Adversary Actions importance 35
Unpacking the Compute Efficiency of Strong-to-Weak OPD against GRPO importance 55
Adversarial Training with Large Step Sizes: Implicit Bias, Optimization, and Sharpness importance 42
User Embeddings are Superpositions of Interpretable Behavioral Modes importance 42
Efficient Kernelized Learning in Polyhedral Games Beyond Full-Information: From Colonel Blotto to Congestion Games importance 32
Approximating the Euclidean Ball by Polytopes: Surprising Rates in High Dimensions importance 22
When Does Test-Time Search Help World Action Models? An Empirical Audit of Candidate Selection and Simulator Integrity importance 48
Reading a neuron's tuning from its correlations with other neurons importance 38
Capturing Membrane Dynamics and Spike Timing of Human Neurons at Scale using Neural Operators importance 40
ToroFit: Fitting Wedge Sums of Tori to High-Dimensional Data importance 30
Credibility Clustering for Experience Rating: An Automated Approach to Risk Group Allocation in Group Life Insurance importance 25
Bayesian Tensor Train Kernel Machines with Automatic Model Complexity Inference importance 32
A Proxy-Based Method for Measuring Racial Disparities in~Text-to-Image~Generators importance 38
Context-Aware Automated NMR Structure Elucidation importance 38
FastAFD: When Does Attention-FFN Disaggregation Pay on Rack-Scale NVLink? importance 55
ShapleyOG: Fast Adaptive Shapley Value Estimation with Odd Gaussian Processes importance 38
Task-Calibrated Random Features via Influence-Based Error Cancellation importance 32
Recursive Sparse Attention: Million-Token Length Extrapolation at Logarithmic Cost importance 58
Last-Iterate Convergence of Stochastic Gradient Methods for Unbounded Problems importance 35
From What Is Used to What Is Missing: Rethinking Dynamic Rank in LoRA importance 50
Asymptotic-Preserving Tensor Neural Networks for 3D High-Field Kinetic Equations with Applications to Uncertainty Quantification importance 32
CacheGraft: Enhancing Retrieval-Augmented Generation via Latent-Space Document Enrichment importance 48
Rigorously Certified Neural-Network Computation of Nonlinear Water Waves at Near-Machine Precision importance 28
Truncated backpropagation through time induces a two-sided gradient turnpike property importance 32
Latency-Aware Adaptive Best-of-$N$ importance 52
OPRD-Imp: a dataset of experimentally observed impurities and side products in multi-step pharmaceutical syntheses importance 35
Statistical and Privacy Guarantees for Deep M-Regression via Stochastic Gradient Langevin Dynamics importance 30
ZYFA: Speed and Accuracy of FP8 FlashAttention on AMD CDNA4 importance 58
Coverage Hides Churn: Auditing and Preserving Conformal Decisions as VLM Label Registries Grow importance 42
Using Transformers to Generate 3-Manifold Triangulations importance 28
TACT-KV: Tri-Axis Cosine Transform for Compressing Volumetric KV Caches in Medical VLMs importance 45
English Calibration Erodes Lithuanian in Expert-Pruned Mixture-of-Experts Language Models importance 48
Extracting Single-Mode Rayleigh--Taylor Instability dynamics from data via SINDy importance 22
Randomized and Oracle-Based Feasible Directions Methods for Nonsmooth Nonconvex Constrained Optimization importance 25
Multimodal Information Interactions Bottleneck for Multimodal Self-Supervised Learning importance 42
Decodability Is Not Validity: Evaluating Nuisance Sensitivity in Language Model Concept Probes importance 45
Estimating Spectrum-Free Information Bounds for Generative Surrogates Beyond Conditional Collapse importance 28
Enhanced MRI brain tumor detection using deep learning in conjunction with explainable AI SHAP based diverse and multi feature analysis importance 30
PlayGen2: Learning Real-Time Playable Worlds with Explicit 3D State importance 48
Which Signals of Code Correctness Survive Distribution Shift? Hidden-State and Causal Predictors of Program and Verdict Correctness importance 55
EDGAR: Efficient Diffusion-Driven Gaussian Avatar Refinement via Synthetic Failure importance 35
Joint Modeling of Conditional Mean and Variability in Multilevel Functional Data: Application to Postprandial Glucose Trajectories in the AEGIS Study importance 22
KeHoSu: Keyed Homoglyph Substitution for Authenticated Text Provenance over Copy-Paste Channels importance 42
Identifying Neural Dynamics Using Nonlinear Interventional State Space Models importance 35
Detecting Silent Faults at the Environment-Trainer Boundary in Reinforcement Learning importance 40
AI-Native Task-Oriented Semantic Communications over a Relay: Benefits and Vulnerabilities importance 35
La-JEPA: Compact Robot Policies with Latent World Modeling importance 48
Improving Context-Shift Robustness of Convolutional Networks via Context-Regularized Cross-Entropy importance 38
Patch Attention Wisely: Understanding Patch Length in Attention-Based Forecasting importance 40
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Diffusion-Driven State Space Models importance 40
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Call-Level Revision Contracts for LLM-Authored Workflows importance 58
An LLM-Orchestrated Neuro-Symbolic Framework for Verifying Diagnostic Signal Reachability in Electronic Systems importance 45
Automatic Assistance to Reduce Information Overload during Software Issue Report Understanding importance 48
Take It From Here: Evaluating Coding Agents On Project Takeover importance 65
Req2Rust: A Requirements-Guided Agent Harness for Project-Level C++-to-Rust Migration importance 62
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ReConMem: A Graph-Based Dual Memory System for Repository-Oriented Conversations importance 60
Fast Unsupervised Anomaly Detection Methods on Software Logs - An Empirical Study importance 42
Adapt the Object to the Subject: Representative Study Material for Empirical Software Engineering importance 35
Compositional Loop Invariant Inference for Multiphase Programs via Structured Neurosymbolic Reasoning importance 48
A Low Similarity Score Does Not Show Independence after Source-Conditioned Repository Rewriting importance 58
Requirements Nobody Wrote Down: Emergence in a Public-Sector ML Pipeline importance 40
RouteAlign: Aligning Task Requirements with Model Profiles for LLM Service Selection importance 55
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SoK: Post-Quantum Cryptography (PQC) Integration in Software Development: Approaches, Gaps, and Future Directions importance 52
Cognitive Tours: Making Understanding a Deliverable in AI-Assisted Development importance 58
RetryBench: Separating Retry Permission from Recovery Outcomes in GPT Tool Use importance 58
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Follow the Policy, Fail the Benchmark: Auditing and Revising Policy-Based Decision Benchmarks importance 45
Global Surveillance Under the Lens: Reconstructing Passive Dolev-Yao Intruders importance 38
Code, Commits, and Complexity in the GenAI Era: A Longitudinal Study of Team-Based Capstone Projects importance 48
Rule-Guided and Trajectory-Aware Repair for LLM-Based HLS Generation importance 48
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AI Slop and the Software Commons importance 62
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Clojure Distilled importance 25
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電気で細菌を死滅させる歯ブラシが開発される、歯磨きの動きで発電するため電池不要 importance 28
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64ビット版Windows上でWindows 3.1までの時代の16ビット版Windowsアプリを動かす「winevdm on 64-bit Windows」 importance 42
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嵐電コラボTシャツなど京都ゆかりの商品もあるユニクロのグローバル旗艦店「ユニクロ京都」の内部はこんな感じ importance 2
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GTA6、容量デカすぎた。ストレージの半分以上占領されるかも importance 18
MacBookの天板をMagSafe化するなんて、ノーベル賞級の発想だと思いません？ importance 12
Nothing、12月にスクリーンなしのAI端末を発表予定。音声メモ端末、かな？ importance 40
Apple初のタッチ対応MacBook Pro、注目すべきは色と音。これだけでいいかも importance 45
迷惑な鳥のフン、ちゃんと人類の役に立っていた。海や森へ栄養を届けてくれていた importance 18
吉田ユニ（アートディレクター）：想像の「少し斜め上」を、現実のなかに探し続けて importance 5
朝井リョウ（小説家）：同じ時代のなかで惑い、“現象”を書き留める importance 5
猪子寿之（チームラボ代表）：“存在”をつくり、“認識”の原理を模索し続ける importance 8
MIKIKO（演出振付家）：自分ではなく、誰かを輝かせ続ける importance 5
STUTS（トラックメイカー／音楽プロデューサー）：ひとりきりでは、たどりつけない音がある importance 5
生江史伸（「レフェルヴェソンス」エグゼクティブシェフ）：「内なる幸福」は、世界の幸福とつながっている importance 5
SAKURA（LE SSERAFIM）：長く走るほど、もっと遠くへ行ける importance 5
高木美帆（元スピードスケート選手）：氷上の選択を言葉に変えて、次の世代へ importance 5
山田尚子（アニメーション監督）：知らないことを知り、映像の“無意識”へ手を伸ばす importance 8
杉江理（WHILL CEO）：「行けない」という諦めをなくす importance 15
地球は次の氷河期に向かっていた？その到来を阻んだのは人類のCO2排出か importance 40
冥王星より遠い太陽系外縁部で、新たな準惑星の候補が見つかった importance 35
ジャーナリストになりたいAIエージェントたち importance 55
「100年先の地球」のために、都市を実験場にする｜プラネタリーヘルス研究機構──リジェネラティブ・カンパニー・アワード2026 importance 25
AIが計算機科学の常識を覆す？数十年にわたる研究が「無意味」になる衝撃 importance 90
ノーベル賞化学者はAIを使って自然界に存在しない分子をつくる importance 65
まるでヘビ!? 光合成で動く藻の“ロボットアーム” importance 35
AIが提供する情報を、投票の判断材料として信頼しすぎてはいけない理由 importance 50
脆弱性を見つけて直すAIに検証用の隔離環境、AIエージェントには固定の鍵を持たせない。Google Cloudがセキュリティ機能を拡充 importance 72
数百ページのPDF文書を一括解析できるローカルAI「Unlimited OCR 2」、NVIDIA開発の文字起こし音声AI「Nemotron 3.5 Transcribe」など生成AI技術5つを解説（生成AIウィークリー） importance 58
軌道上のAIが『Doom』をプレイ。アマチュア無線で人工衛星を音声操作する実験 importance 35
ShiftallとTBS、PCレス配信ボックス「HOMRA 4K」発表超低遅延LMS対応、4系統入力・最大4本同時配信やSDカード録画も importance 30
Kindleが40%オフ、 AmazonスマイルSale開催中 Colorsoftキッズモデルも35%オフ importance 8
復旧：ドコモの5G SA通信障害、約14時間で復旧。原因は交換機の輻輳、サイバー攻撃の形跡なし。My docomoは不正アクセスで最大30万件流出 importance 62
社外秘を隠して外部AIを活用。難しさに応じてモデルを選んで利用料も低減、NECが月100万円から提供 importance 55
「植毛した？」いつもと違うジェフ・ベゾスの写真がSNS拡散……。すぐにAIフェイクと判明 importance 12
マイクロソフト、全長1.5mのワニに呑まれたXBOX Series X-BITE発表　 GTA VIとは特に関係ないフロリダ名物 importance 5
AmazonセールでキオクシアのmicroSDXC EXCERIA 128GBが2080円、5年保証の国産フラッシュメモリ採用 importance 5
目標と予算を入れればAIが配信先と入札を決める、アマゾンの広告基盤「Amazon Ads Agent」が国内開始 importance 48
住宅ローン金利を生成AIに聞くと5回に1回は公式と異なる数字、7割は実態より不利な回答に　全95地銀を調査 importance 42
シャオミ、ブロアー兼用の「Mijia ハンディークリーナー」発売、早割9980円。吸引力約1.8倍で最大45分駆動、USB PD 60W充電対応 importance 8
Googleが「LLMJacking」の手口を分析、盗んだAIの鍵を月60ドルで転売して1日10万ドル超の被害も importance 72
社内のネットワークのみでローカルAIが書類を仕分けて要約、外部クラウドに送らない文書管理「AI Locker」 importance 45
マクニカ、台湾Sera Networkのスイッチを販売、Marvell製ASIC搭載でCLIはCisco IOSライク | IT Leaders importance 35
ネクスウェイ、納品書と発注データの突合をAI-OCRで自動化するクラウドサービス | IT Leaders importance 38
東京ガスエンジニアリングソリューションズ、人型ロボットで工場設備を点検する実証に着手 | IT Leaders importance 40
アドバンプレス、WordPressサイトを静的HTMLに移行するサービス | IT Leaders importance 35
ミスミグループ本社、基幹システムのグローバル展開を完了、大口注文の見積もり・調達が数分で完了 | IT Leaders importance 42
SMFL、ユーザーごとの業務アプリケーションを生成AIで高速に開発してSaaS型で提供 | IT Leaders importance 65
JR九州、生成AIで非エンジニアが車両データ可視化アプリを内製、開発期間は2～3カ月 | IT Leaders importance 58
タイミー、従業員1600人超のID管理を一元化、7つのSaaSにSSOでログイン | IT Leaders importance 40
NTTテクノクロス、オンプレミス型IP-PBXソフトウェアに音声通訳オプション | IT Leaders importance 38
カインズ、AIによるアルゴリズム探索で長期需要予測の誤差を19%改善 | IT Leaders importance 62
Windows、10月の更新で社内Wi-Fi・VPNに影響も　IT部門が対応すべき直近の“期限”を整理 importance 58
アーキテクチャの比較表で勝った案を本当に選ぶべきか　AIに任せきれない検証と合意のプロセス importance 55
AIエージェントの導入率はトップ、しかし監視は追い付かず　KnowBe4調査が示す日本企業のいびつな実態 importance 55
「AIリスクは価値を上回る速さで増大している」　Gartnerが示すCIOの3つの行動 importance 55
メモリ8GBのPCはまだ戦える？　Windows 11更新でマルチタスクが最大40％高速化 importance 45
西武鉄道、kintoneを全従業員に展開　1600超のアプリの利用状況をどう可視化した？ importance 40
ニトリ、主要テーブル約2600本をAIで分析へ　独自ルールで名付けたデータをAIにどう理解させた？ importance 58
悪用された脆弱性はたったの約0.5％　Microsoftが示す「先に対処すべき脆弱性」とは？ importance 62
情報漏えい急増は「AIのせい」で片付けていいのか　専門家3人に見解を聞いた importance 50
クリック不要、パッチもない　AIエージェントを乗っ取る「偽AGENTS.md」がダウンロードフォルダに　どうすればいいのか importance 82
SaaS不要論、日本は“火種”が違った　セールスフォース小出会長が語る落としどころ importance 48
Amazon RDS for Oracle/SQL Server、追加ボリュームの自動スケーリングに対応 importance 42
スピードは平均の24倍、Stripe調査に見る急成長企業のグローバル展開戦略 importance 25
Sun*が国内のFigma公式サービスパートナーに認定、1000件以上の開発知見とAIで企業の導入活用を支援 importance 28
Relicと日経リサーチのSaaSが連携、実在データに基づくAIペルソナで事業アイデアを即時検証 importance 35
『行動を変えるデザイン』著者ウェンデル氏が登壇、AI時代の行動変容を説くオンラインセミナー開催 importance 20
脆弱性の悪用は公開の前へ、Red Hatが説く「ゼロCVE」からリスクベース管理への転換 importance 55
Microsoftが「Intelligent Terminal 0.3」公開、タブとエージェントを管理するサイドバーを導入 importance 68
Claude CodeもCopilotもある今、IBM Bobは何が違うのか。TechXchange 2026で見えた「捨てられないコード」と「選ばせないモデル」 importance 68
AIで実装は速くなったのに、なぜアウトカムは増えないのか？ボトルネックが移った先にあるエンジニアの仕事 importance 60
AWS、10月26日週に発表したアップデートをまとめて紹介 importance 40
専任デザイナー不在でも破綻しない、AI生成画面を安全にデプロイするためのハーネス設計 importance 65
Insignary、PHP・Node.js脆弱性の無料検査ツール「insignary-chk」公開 importance 48
三井住友ファイナンス＆リース、生成AI開発手法を用いた「企業向けパーソナライズ型SaaS」を提供開始 importance 60
Snowflake、自律型データエンジニアリングとリアルタイムアナリティクスの新機能を発表 importance 62
AWS Marketplace、1回の出品で複数の子会社アカウントから販売可能に importance 38
2027年に押さえる技術トレンド10項目をGartnerが発表。AIコンテキスト基盤や使い捨てアプリなど importance 70
AWS Continuumの脅威モデリング（プレビュー）に設計書だけを渡して、仕込んだ弱点をどこまで見つけるか試してみた importance 48
[イベントレポート]SNOWFLAKE WORLD TOUR TOKYO 2026の会場レポート #SWTTokyo26 importance 8
NVIDIAの音声強調モデル「NemotronLabs RE-USE」を公式実装で動かしてみた（9.6Mパラメータで商用利用可） importance 52
脆弱性に対する AWS サービスの関連情報を確認する方法を教えてください。 importance 28
ClaudeのChatとCoworkの統合は、実行基盤がクラウドに揃ったということ importance 0
Amazon Connect Customer のインスタンスに移行可能な電話番号数の上限について教えてください importance 18
[AWS Lambda] Web Functions は I/O 待ちの負荷で実行環境がいくつ立つのか、スロットリングまで実測してみました importance 55
生成AIと姿勢推定ライブラリを使って作業動画から手順書を自動生成する試行錯誤 importance 42
Azureポータルで検証用のサブスクリプションを追加する手順を画面付きで紹介する importance 15
Cloudflare AI Searchで日本語のキーワード検索を使うなら、trigramトークナイザを作成時に選ぼう importance 48
mise tasks setでmise.tomlのタスクをコメントを残したまま変更し、rmで削除する importance 35
[Casual] My First Big AWS Event! AWS Cloud and AI Day @ KLCC~ importance 8
新機能 AWS Continuum Code Vulnerabilitiesを使って最近の脆弱性を見つけられるのか試してみた importance 0
Vite+ 1.5 がリリースされたので、vp migrate は ts-node をどこまで移行してくれるのか試してみた importance 45
[アップデート] Amazon S3 Tables で Glue の Hive テーブルを Iceberg テーブルへマネージド移行できるようになったので試してみた importance 62
Auth0 の Tenant ACL を設定してみる ─ ログイン画面が表示される前のリクエストを止める importance 42
Amazon CloudFront に Akamai の True-Client-IP ヘッダーを実装してみた importance 38
[新機能]Snowflake CoCo for Excelがプレビューとなったので、自然言語クエリ・CORTEX セル関数・Intelligent refresh をExcelで試してみた importance 55
IAM ユーザーのアクセスキーを廃止して aws login に移行する importance 58
AIによる情報漏えいを棚卸ししてみた。 importance 55
DevOps Agent のスキルとカスタムエージェントを使って、GuardDuty 検出結果を重要度別に振り分けて Slack 通知してみる importance 58
サーバーレス構成でオンライン対戦ゲームを作ってみた importance 42
[小ネタ] Claude Codeにタスクを投げて離席するならcmuxの「Macをスリープさせない」をONにしておく importance 35
【Amazon Connect】緊急アクセス（Emergency access）に必要な権限が変更されたのでアクセス制限を試してみた importance 32
【Amazon Connect】緊急アクセス（Emergency access）でログインする方法 importance 25
Lambda Web Functions のキャッシュを ElastiCache Serverless for Valkey に置いてみた importance 48
Amazon RDS のスナップショット費用がスナップショットごとに見られるようになったので、Cost Explorer の課金行を確認してみた importance 35
Amazon Redshift が、自動化されたクロスリージョンでのバックアップをサポートしたので試してみた。 importance 48
【Amazon Connect】ユーザーパスワードの変更手順 importance 12
Amazon Bedrock AgentCore GatewayでMCPサーバーを作成し、Claude Desktopから接続してみた importance 65
Kaggleは「仏教理解」に役立つー「Word2Vec」で読み解く、龍樹の「空」の概念 importance 15
【KubeCon Japan 2026】LFの新プロジェクトAkritesの概要をJim Zemlinの解説から紹介 importance 55
「rsync 3.5.2」リリース ─ CPU枯渇を招く脆弱性を修正 importance 55
「Cinnamon 6.8」リリース ─ Waylandを正式サポート importance 35
【号外：AIの魔法より、泥臭いデモ動画が勝った日】183名が挑んだ5時間のYCハッカソン「c0mpiled」参戦記 importance 28
「OpenTelemetry」と「Grafana」でプロダクトチームが自分のサービスを監視できる基盤を作ろう importance 48
学祭のシフト作りを自動化した話実装編：Apps Script で選んだ設計の判断 9 個 importance 0 (いいね相当スコア: 2)
AI駆動文章作成において俺が意識しているテクニック集 importance 0 (いいね相当スコア: 22)
OpenAPI Hono というライブラリを作りました importance 0 (いいね相当スコア: 1)
Slurm は Kaggle で役に立つ importance 0 (いいね相当スコア: 7)
【.NET 11】SafeFileHandleの新規APIでハマった点について importance 0 (いいね相当スコア: 3)
AI生成コードを本番品質に保つためのフロントエンド開発の仕組み importance 0 (いいね相当スコア: 4)
手書き Provider 261 件を @riverpod へ全面移行した進め方 importance 0 (いいね相当スコア: 11)
[TypeScript] パスエイリアスには Subpath Imports を使いたい importance 0 (いいね相当スコア: 10)
CS業務カイゼン・ジャーニー importance 0 (いいね相当スコア: 5)
週刊Cloudflare - 2026/11/01週 importance 0 (いいね相当スコア: 11)
Xで積み重ねた日々をmixi2へ。過去ポストのインポート機能ができるまで importance 0 (いいね相当スコア: 12)
Siri AIにアプリをつなぎ、振る舞いを評価する importance 0 (いいね相当スコア: 4)
集約をどこまで機械的に導けるか――形式手法をベースとしたドメインモデリング importance 52 (いいね相当スコア: 50)
コードを読まずにバイブコーディングしたら、Claude Codeは分かっていてスルーしていた importance 48 (いいね相当スコア: 61)
OpenCode+Docker+GitHub Actionsで全自動AIペネトレーションテストはじめました importance 65 (いいね相当スコア: 89)
【11月1週ランキング】[三井公一の「スマホカメラでブラブラ」] アップル初の折りたたみスマホ「iPhone Duo」のカメラをチェック／ほか1本 importance 5
【11月6日ランキング】中国メーカー、出荷前のAndroid端末に犯罪用のバックドアを設置か　Googleが取引停止／ほか19本 importance 8
「AIスキルは育てられる」と9割のHRが答えるのに、なぜ企業は外部採用を選ぶのか——内部登用との乖離をデータで読む importance 35
Claudeに4回話しかけるだけで20秒のプロモ動画が完成 — 動画生成AIとは別物、「アニメーションコードを書いて実行する」仕組みが話題に importance 48
AIガバナンス予算を増やすほど管理が追いつかなくなる — 自己申告の約30倍のAIツールが野放しになっている実態 importance 48
AIは旅行の「調べる係」止まり——Expediaが明かす「計画はAI、予約は直接」という利用実態 importance 35
自動運転・ロボットのAIは「演算力を増やすだけ」では動かない — メモリ帯域・電力・アーキテクチャが同時に壁になる理由 importance 55
数年分のSlackサポートログをRAGで食わせたら、新人でもベテラン並みの診断ができるAIができた話 importance 58
pmconf 2026 福岡に登壇しました！ importance 12
Kiro Crew の Bot のご紹介 importance 64
【自動車業界】車載ソフト開発をクラウドネイティブに ─ dSPACE × AWS で加速する次世代クルマづくり（dSPACE Japan User Conference 2026 で発表） importance 42
クレジットプーリングで Kiro のクレジットをチーム全体で共有する importance 58
Amazon S3 Tables で Apache Hive テーブルから Apache Iceberg へのマネージドな移行が可能に importance 62
トヨタはいかにして BasisPilot を構築したか – AWS 上の AI アシスト型 SAP 運用プラットフォーム importance 58
AWS セキュリティハンズオン連続開催のご案内 importance 22
AWS Weekly Roundup: GPT-6.1 Terra on Bedrock、エージェントツールとしての Step Functions など (2026 年 11 月 2 日) importance 68
国内GPUサーバでオープンモデルを利用可能に　フィックスターズが新サービス　まずは「DeepSeek-V4.1-Flash-1017」から importance 55
ピザーラ、アニメ「Dr.STONE」のコラボCMに関して謝罪　許諾なく“AI広告”配信 importance 28
根拠の大半は「黒塗り」　AIはAI開発を加速しているか、第三者機関がAnthropic内部を調査 importance 72
AIで過去図面を検索、資料探索を平均4.5分に短縮し年間工数90％削減へ importance 45
エンタープライズSaaSにもバイブコーディングの波　三井住友系が顧客ごとのカスタマイズに活用　安定性をどう確保？ importance 58
SaaSの「ツギハギ管理」に悩んだクラシル、管理費24％を削減したAI時代のツール集約 importance 35
デキるプログラマーほど「AI任せ」を嫌う、エージェント型開発のちょっと怖い話：904th Lap importance 52
「48ドルの返金が4800ドルに」　AIエージェントの暴走を止める、本番運用の勘所 importance 68
GPT-6モデルはAstra、Sol、それともLuna？　OpenAIが教える、Codex爆速開発の鉄則 importance 72
AI生成画像の「99％を検出」するChrome拡張機能が登場　米スタートアップ importance 35
設計図面や熟練技術者のノウハウをAIで活用、リコーと川崎重工が連携 importance 42
「ガバメントAI 源内」利用者の約7割が満足、業務短縮効果は1人当たり週平均約1.83時間 importance 38
東京メトロ、夜間保守車両にAI画像認識を搭載した運転支援システム「ポイントAI」導入へ importance 35
トヨタとWaymo、自動運転仕様車両「bZ4X」の国内生産と2027年検証開始を発表 importance 65
ドコモ、AIと多様なロボットをつなぐ「Physical AI連携基盤」開発。周囲の状況に合わせて動作を自動で調整 importance 55
イオンら3社、フィジカルAI搭載ロボット導入の「イオン川口東XD」本稼働。仕分けから積み付けまで自動化 importance 48
Oracle、「Oracle AI Security Mesh」を発表。脆弱性の発見から修正の確認までをAIで支援 importance 68
トレンドマイクロ、最大100億円相当のサイバーレジリエンス支援策を発表。AI時代の防御体制移行を支援 importance 42
OpenAI dotsとは？料金・使い方・できることを解説 importance 70
Beamとは？Reflection AI初のオープンウェイトモデルの性能・使い方を解説 importance 68
🔒 自分のClaude CodeやCodexの利用ログから、トークンを無駄に消費している処理を見つける importance 58
🔒 LLMで業務を自動化するとき、LLMに判断させてはいけない処理を見分ける6つの基準 importance 58
🔒 LLMにニューラルネットワークの重みを直接読み書きさせる時代、開発者が注意すべきこと importance 0
🔒 「同じ所をぐるぐる回り始めた」コーディングエージェントを止めるか続けるかを判断する基準と、やり直すときの作業の引き継ぎ方 importance 62
🔒 セキュリティ運用へのAI導入は採算に合うか。判断軸を整理する importance 48
WatchGuardの多要素認証製品に脆弱性 - 「クリティカル」も importance 52
「Firefox」のレイアウト処理に脆弱性 - 「同159.0.1」で修正 importance 48
「Apache OFBiz」にRCE脆弱性 - 修正版がリリース importance 62
IBMの音声処理製品に深刻な脆弱性 - 任意コード実行のおそれ importance 55
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