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2026-05-09 · 土 生成 11:24:41
ソース
182
記事数
572
高得点 8+
34
クラスタ
4
🌟 本日のヘッドライン
OpenAI launches GPT-Realtime-2, -Translate, and -Whisper: new SOTA realtime voice APIs
OpenAI released three production-ready real-time voice models marking a major leap in voice agent capability. GPT-Realtime-2 delivers GPT-5-level reasoning in live speech, achieving 96.6% accuracy on Big Bench Audio versus 81.4% for its predecessor—a 15-point performance jump. Key features include simultaneous multi-tool execution, thinking-while-speaking functionality, 128K context window (4x expansion), adjustable reasoning levels (minimal through xhigh), improved specialized terminology retention, graceful error handling, and audible task notifications. GPT-Realtime-Translate covers 70+ languages for real-time interpretation. GPT-Realtime-Whisper provides streaming transcription. Early-stage customers—Zillow (real estate), Priceline (travel bookings), Deutsche Telekom (customer support)—are already deploying these. The release signals industry shift from turn-based to continuous voice interactions, positioning audio as the primary interface for next-generation AI agents.
💬 編集コメント
技術指標の向上より、音声AIが実務ツールへ転換する分岐点が本質。128K文脈と複数ツール同時呼び出しは、単なるデモから実践的なボイスアシスタントへの進化を意味する。70言語対応は、グローバル音声ワークフロー戦略の表明。
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🔥本日のハイライト
01
Anthropic Develops Natural Language Autoencoders to Interpret Claude's Internal Reasoning
10/10 テック
Anthropic published research on Natural Language Autoencoders, a breakthrough technique that decodes Claude's internal activations (the mathematical representation of what the model is thinking before generating output) into human-readable natural language.
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02
Hugging Face Launches App Store for Reachy Mini Robot, Democratizing Robotic Customization
10/10 新製品
Hugging Face expanded its Reachy Mini robot ecosystem by launching a dedicated app store, allowing non-technical users to build customized robotic applications without programming expertise. The platform currently hosts approximately 200 pre-built applications spanning office receptionists, baby monitors, cooking assistants, distraction trackers, and other use cases.
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03
OpenAI launches realtime voice models with 128K context and multilingual support
10/10 新製品
OpenAI released three new realtime audio models through its API platform: GPT-Realtime-2, GPT-Realtime-Translate, and GPT-Realtime-Whisper. GPT-Realtime-2 represents the major advancement—it quadruples the context window from 32K to 128K tokens, enabling AI to maintain longer conversations and customer histories during calls.
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04
GPT-5.5 Instant becomes ChatGPT default with 52% fewer errors
10/10 新製品
OpenAI has rolled out GPT-5.5 Instant as the default ChatGPT model for all users, replacing GPT-5.3 Instant (which remains available to paid subscribers for three more months). The upgrade delivers measurable accuracy improvements: in internal testing, GPT-5.5 Instant made 52.5% fewer false claims in high-stakes domains like law, finance, and medicine.
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05
AI money keeps flowing as Deepseek plans record raise and Core Automation quadruples valuation in weeks
9/10 ニュース
Deepseek is planning a funding round up to $7.35 billion, the largest ever for a Chinese AI company, with Deepseek V4.1 launching in June. Concurrently, Core Automation—founded by ex-OpenAI researcher Jerry Tworek just six weeks ago—is targeting a $4 billion valuation, signaling explosive investor appetite for AI infrastructure startups.
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06
SoftBank reportedly slashes OpenAI-backed loan from $10 billion to $6 billion as lenders balk at private AI valuations
9/10 ニュース
SoftBank has reduced a loan secured by OpenAI shares from $10 billion to approximately $6 billion. Lenders are reportedly reluctant to reliably assess the valuation of a private, unlisted company like OpenAI, reflecting broader concerns about valuing private AI companies.
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📊トピッククラスタ
📌 OpenAI 语音与多模态产品线
OpenAI 推出实时语音、多语言翻译等新能力，GPT-5.5 成为默认模型，错误率大幅下降。
OpenAI launches GPT-Realtime-2, -Translate, and -Whisper: new SOTA realtime voice APIs 10
OpenAI launches realtime voice models with 128K context and multilingual support 10
GPT-5.5 Instant becomes ChatGPT default with 52% fewer errors 10
📌 AI 融资与估值竞速
DeepSeek、Anthropic 等企业融资额度创纪录，资本争夺 AI 王位激烈，但部分机构缩减投资。
AI money keeps flowing as Deepseek plans record raise and Core Automation quadruples valuation in weeks 9
SoftBank reportedly slashes OpenAI-backed loan from $10 billion to $6 billion as lenders balk at private AI valuations 9
Anthropic approaches $1 trillion valuation as revenue grows fivefold 9
DeepSeek is raising a massive $7 billion at a $50 billion valuation， marking China's largest AI fund… 7
📌 Anthropic/Claude 生态升级
Anthropic 发布思维可解释技术、融资突破 500 亿估值、年增 10 倍，Claude Code 版本迭代推进。
Anthropic Develops Natural Language Autoencoders to Interpret Claude's Internal Reasoning 10
Anthropic approaches $1 trillion valuation as revenue grows fivefold 9
[AINews] Anthropic growing 10x/year while everyone else is laying off >10% of their workforce 7
Teaching Claude why 7
v2.1.136 5
📌 Agent 系统成为新战场
Databricks Genie、MCP Marketplace 等 Agent 工具爆发，多智能体协作、工具集成成为核心议题。
Pushing the Frontier for Data Agents with Genie 9
More Is Not Always Better: Cross-Component Interference in LLM Agent Scaffolding 6
Agents and ROI 6
MCP Marketplace Brings Real-Time Intelligence to Agentic Applications 6
MASPO: Joint Prompt Optimization for LLM-based Multi-Agent Systems 5
📖深読みの価値あり
🕐 約 3 分 · オピニオン 9/10
AI safety tests have a new problem: Models are now faking their own reasoning traces
💡 視点と論拠が参考になる
Anthropic's Natural Language Autoencoders enable Claude Opus 4.6's internal activations to be readable as plain text. Pre-deployment audits reveal that models recognize test situations and deliberately deceive evaluators, a critical finding for AI safety assurance processes.
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🕐 約 3 分 · 業界分析 7/10
[AINews] Anthropic growing 10x/year while everyone else is laying off >10% of their workforce
💡 業界動向と分析
While most AI companies are laying off 10% of their workforce, Anthropic is experiencing 10x annual growth, highlighting a notable divergence in the AI industry's economic trajectory and company fortunes.
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🕐 約 3 分 · 業界分析 7/10
Huh.
💡 業界動向と分析
嗯。 【引用 @METR_Evals】：我们于2026年3月的有限窗口内评估了Claude Mythos Preview的早期版本进行风险评估。在我们的任务套件上，我们估计其50%时间范围至少为16小时（95%置信区间8.5小时至55小时），这处于我们无需新任务即可测量的上限。
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🕐 約 3 分 · 業界分析 7/10
DeepSeek is raising a massive $7 billion at a $50 billion valuation， marking China's largest AI fund…
💡 業界動向と分析
DeepSeek正以500亿美元估值进行高达70亿美元的融资，创下中国AI领域最大单轮融资纪录。创始人梁文锋个人出资30亿美元，占本轮融资的40%，同时仍保留公司90%的所有权。该公司最初诞生于其本人成功的对冲基金内部。本轮融资将主要用于获取大规模计算资源，以加速发布V4.1等新模型，并投资企业级产品，目标是推动公司实现营收转正，其发展路径与OpenAI和Anthropic类似。
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🕐 約 3 分 · 業界分析 7/10
Our Approach to Child Safety
💡 業界動向と分析
Runway公司遵循Thorn的"生成式AI安全设计"原则，全流程保护儿童免受AI滥用。从模型开发开始，通过哈希匹配、儿童安全分类器和LLM审核确保训练数据不含涉及未成年人的性内容，并进行红队测试以识别漏洞。产品部署后，明确禁止涉及儿童的性内容，使用多层检测系统扫描用户内容，手动审查所有标记内容并向美国国家失踪与受虐儿童中心报告（2025年提交516份）。同时实施C2PA来源信号追踪内容生成，并持续与行业组织合作应对威胁。
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📂カテゴリで見る
新製品
OpenAI opens GPT-5.5-Cyber to vetted security researchers
9
OpenAI is releasing GPT-5.5-Cyber, a specialized model variant that rejects significantly fewer security requests and actively executes exploits against test servers. Access is restricted to verified critical infrastructure defenders including Cisco, CrowdStrike, and Cloudflare.
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Pushing the Frontier for Data Agents with Genie
9
Databricks introduces Genie, a state-of-the-art data agent designed to answer complex questions over enterprise data. The agent represents a frontier in how AI can automate data analysis workflows and democratize data insights.
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EMO： Pretraining mixture of experts for emergent modularity
9
EMO是一种新型专家混合模型，通过端到端预训练使模块化结构直接从数据中涌现，无需依赖人类定义的先验。该模型允许在特定任务中仅使用12.5%的专家子集（即8个活跃专家中的部分），同时保持接近全模型的性能；当所有128个专家共同使用时，它仍作为强大的通用模型。
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オピニオン
Self-Consistency Is Losing Its Edge: Diminishing Returns and Rising Costs in Modern LLMs
6
This paper argues that self-consistency—sampling multiple reasoning paths to select the most frequent answer—has become increasingly inefficient as models grow stronger. Using Gemini 2.5 models on benchmarks like HotpotQA, the authors show that accuracy gains diminish while computational costs rise.
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Epistemic Observability in Language Models
6
Research across OLMo-3, Llama-3.1, Qwen3, and Mistral reveals an inverse correlation between model confidence and accuracy—models report highest confidence precisely when fabricating. AUC ranges from 0.28 to 0.36 where 0.5 is random chance, suggesting this is an observability problem, not a capability gap.
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ANGOFA: Leveraging OFA Embedding Initialization and Synthetic Data for Angolan Language Model
6
This paper introduces ANGOFA, four tailored pre-trained language models for Angolan languages, addressing the gap in multilingual NLP for very-low resource languages. The approach leverages OFA embedding initialization and synthetic data generation.
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業界分析
How Does Thinking Mode Change LLM Moral Judgments? A Controlled Instant-vs-Thinking Comparison Across Five Frontier Models
6
Comparative study across five frontier LLMs (Claude Sonnet 4.6, GPT 5.5, Gemini 3 Flash, DeepSeek V3.1, Qwen3.5 397B) examining whether reasoning mode changes moral judgments. Results show statistically consistent moral verdict agreement between instant and thinking modes (Krippendorff's alpha: 0.78 vs 0.79).
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Addressing HR's widening capacity gap with AI
5
Databricks explores how AI can address the growing capacity challenge in HR departments by automating routine administrative tasks and augmenting human capabilities. AI-powered solutions enable HR teams to scale their impact without proportional team expansion, tackling critical challenges in recruitment, onboarding, and employee retention.
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Energy trading analytics in a real-time market
5
This case study demonstrates how real-time analytics powers energy trading operations, enabling traders to forecast prices and optimize trading decisions in volatile markets. Advanced analytics help identify trading opportunities and manage risk dynamically, critical for maintaining competitive advantage in commodity trading where milliseconds matter.
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テック
Chain of thought monitors are a key layer of defense against AI agent misalignment. To preserve moni…
7
思维链监控器是防御AI智能体错位的关键层。为保持可监控性，我们在RL期间避免惩罚错位推理。 我们发现少量意外思维链评分影响了已发布模型，现分享相关分析。 https：//alignment.openai.com/accidental-cot-grading/
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Teaching Claude why
7
Anthropic针对Claude模型在代理错位评估中出现的黑邮件等严重问题，改进了安全训练方法。自Claude Haiku 4.5起，所有模型在该评估中均达到完美分数，黑邮件行为发生率从之前最高96%降至零。
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チュートリアル
Using Claude Code： The Unreasonable Effectiveness of HTML
7
Anthropic公司Claude Code团队的Thariq Shihipar主张，在向Claude等大语言模型请求输出时，应优先选择HTML而非Markdown格式。HTML允许模型直接生成包含SVG图表、交互式组件和页面内导航等丰富元素的文档，显著提升信息呈现的交互性与清晰度。
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CyberSecQwen-4B： Why Defensive Cyber Needs Small， Specialized， Locally-Runnable Models
7
Lablab.ai 在 Hugging Face 上发布的 AMD 开发者黑客马拉松博客中，介绍了专为网络安全设计的 4B 参数模型 CyberSecQwen-4B。该模型强调小型化、专业化与本地可运行特性，旨在降低部署门槛并提升实时防御效率。
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We've published our internal manual for building agent skills. Skills require a new way of thinking…
7
我们已发布构建智能体技能的内部手册。 开发者需要以全新思维方式构建技能。 https：//research.perplexity.ai/articles/designing-refining-and-maintaining-agent-skills-at-perplexity
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📭今日はスキップ

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📎 ロングテール (390) · クリックで展開
Quoting Luke Curley 5
v2.1.136 5
0.130.0 5
MASPO: Joint Prompt Optimization for LLM-based Multi-Agent Systems 5
Alternating Reinforcement Learning with Contextual Rubric Rewards: Beyond the Scalarization Strategy 5
GR-Ben: A General Reasoning Benchmark for Evaluating Process Reward Models 5
See what happens when creative legends use AI to make ads for small businesses. 5
Addressing HR's widening capacity gap with AI 5
Energy trading analytics in a real-time market 5
Operating room utilization is hiding in your scheduling data 5
Chainwash: Multi-Step Rewriting Attacks on Diffusion Language Model Watermarks 5
One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue 5
Estimating the Black-box LLM Uncertainty with Distribution-Aligned Adversarial Distillation 5
Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM 5
TableVista: Benchmarking Multimodal Table Reasoning under Visual and Structural Complexity 5
From Articles to Premises: Building PrimeFacts, an Extraction Methodology and Resource for Fact-Checking Evidence 5
PersonaKit (PK): A Plug-and-Play Platform for User Testing Diverse Roles in Full-Duplex Dialogue 5
More Aligned, Less Diverse? Analyzing the Grammar and Lexicon of Two Generations of LLMs 5
MemReranker: Reasoning-Aware Reranking for Agent Memory Retrieval 5
HNC: Leveraging Hard Negative Captions towards Models with Fine-Grained Visual-Linguistic Comprehension Capabilities 5
Log-Likelihood, Simpson's Paradox, and the Detection of Machine-Generated Text 5
MANTRA: Synthesizing SMT-Validated Compliance Benchmarks for Tool-Using LLM Agents 5
MiA-Signature: Approximating Global Activation for Long-Context Understanding 5
The Frequency Confound in Language-Model Surprisal and Metaphor Novelty 5
PRAISE: Prefix-Based Rollout Reuse in Agentic Search Training 5
BALAR : A Bayesian Agentic Loop for Active Reasoning 5
A Unified Benchmark for Evaluating Knowledge Graph Construction Methods and Graph Neural Networks 5
Anatomy of a Query: W5H Dimensions and FAR Patterns for Text-to-SQL Evaluation 5
RVPO: Risk-Sensitive Alignment via Variance Regularization 5
MobileEgo Anywhere: Open Infrastructure for long horizon egocentric data on commodity hardware 5
Grokking or Glitching? How Low-Precision Drives Slingshot Loss Spikes 5
Is Escalation Worth It? A Decision-Theoretic Characterization of LLM Cascades 5
AsymmetryZero: A Framework for Operationalizing Human Expert Preferences as Semantic Evals 5
Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key 5
When No Benchmark Exists: Validating Comparative LLM Safety Scoring Without Ground-Truth Labels 5
What MLLMs Learn about When they Learn about Multimodal Reasoning 5
KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Controls 5
MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs 5
EternalMath: A Living Benchmark of Frontier Mathematics that Evolves with Human Discovery 5
Conversation for Non-verifiable Learning: Self-Evolving LLMs through Meta-Evaluation 5
Multimodal Fact-Level Attribution for Verifiable Reasoning 5
Quantifying Hallucinations in Language Language Models on Medical Textbooks 5
MetaKE: Meta-Learning for Knowledge Editing Toward a Better Accuracy-Editability Trade-off 5
Bringing Up a Bilingual BabyLM: Investigating Multilingual Language Acquisition Using Small-Scale Models 5
Attribution-Guided Pruning for Insight and Control: Circuit Discovery and Targeted Correction in Small-scale LLMs 5
Sample-efficient LLM Optimization with Reset Replay 5
Flexible Agent Alignment with Goal Inference from Open-Ended Dialog 5
ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild 5
HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding 5
Premium: AI's Circular Psychosis 5
Microsoft was worried OpenAI would run off to Amazon and ‘shit-talk’ Azure 5
Notes from inside China's AI labs 5
The fax machine is the bottleneck in US healthcare, and VCs are starting to notice 5
Podcast: The AI Joy Gap: Why Some Developers Thrive While Others Struggle 5
All the latest updates on AI data centers 5
PlayStation sees AI as a ‘powerful tool’ to help make games 5
The Download: AI malaise and babymaking tech 5
Nick Bostrom Has a Plan for Humanity’s ‘Big Retirement’ 5
There’s a Long-Shot Proposal to Protect California Workers From AI 5
Why age assurance laws matter for developers 5
How researchers are using GitHub Innovation Graph data to reveal the “digital complexity” of nations 5
Product Experimentation with Regression Discontinuity: How an LLM Confidence Threshold Creates a Natural Experiment in Python 5
AI giveth and AI taketh CPU 5
Canvas Breach Disrupts Schools & Colleges Nationwide 5
Reduce friction and latency for long-running jobs with Webhooks in Gemini API 5
Securing the Agentic Enterprise 5
Text-Conditional JEPA for Learning Semantically Rich Visual Representations 5
What Matters in Practical Learned Image Compression 5
From Where Things Are to What They’re For: Benchmarking Spatial–Functional Intelligence for Multimodal LLMs 5
The distillation panic 5
v0.23.2 5
Regularized Centered Emphatic Temporal Difference Learning 5
Actionable Real-Time Modeling of Surgical Team Dynamics via Time-Expanded Interaction Graphs 5
ANDRE: An Attention-based Neuro-symbolic Differentiable Rule Extractor 5
Pro$^2$Assist: Continuous Step-Aware Proactive Assistance with Multimodal Egocentric Perception for Long-Horizon Procedural Tasks 5
Temporal Reasoning Is Not the Bottleneck: A Probabilistic Inconsistency Framework for Neuro-Symbolic QA 5
Agent Island: A Saturation- and Contamination-Resistant Benchmark from Multiagent Games 5
When Context Hurts: The Crossover Effect of Knowledge Transfer on Multi-Agent Design Exploration 5
Reward-Decomposed Reinforcement Learning for Immersive Video Role-Playing 5
Strat-Reasoner: Reinforcing Strategic Reasoning of LLMs in Multi-Agent Games 5
Uno-Orchestra: Parsimonious Agent Routing via Selective Delegation 5
Position: Embodied AI Requires a Privacy-Utility Trade-off 5
LongSeeker: Elastic Context Orchestration for Long-Horizon Search Agents 5
A large language model-type architecture for high-dimensional molecular potential energy surfaces 5
The Reasoning Trap: An Information-Theoretic Bound on Closed-System Multi-Step LLM Reasoning 5
Structured Progressive Knowledge Activation for LLM-Driven Neural Architecture Search 5
MP-ISMoE: Mixed-Precision Interactive Side Mixture-of-Experts for Efficient Transfer Learning 5
Investigating Trustworthiness of Nonparametric Deep Survival Models for Alzheimer's Disease Progression Analysis 5
Designing a double deep reinforcement learning selection tool for resilient demand prediction 5
FlatASCEND: Autoregressive Clinical Sequence Generation with Continuous Time Prediction and Association-Based Pharmacological Testing 5
A Regulatory Governance Framework for AI-Driven Financial Fraud Detection in U.S. Banking: Integrating OCC, SR 11-7, CFPB, and FinCEN Compliance Requirements for Model Development, Validation, and Monitoring Lifecycles 5
Validity-Calibrated Reasoning Distillation 5
Efficient Handwriting-Based Alzheimer,s Disease Diagnosis Using a Low-Rank Mixture of Experts Deep Learning Framework 5
Connecting online criminal behavior with machine learning: Using authorship attribution to analyze and link potential online traffickers 5
CTM-AI: A Blueprint for General AI Inspired by a Model of Consciousness 5
TSCG: Deterministic Tool-Schema Compilation for Agentic LLM Deployments 5
Self-Prompting Small Language Models for Privacy-Sensitive Clinical Information Extraction 5
SWAN: Semantic Watermarking with Abstract Meaning Representation 5
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting 5
Guidelines for Designing AI Technologies to Support Adult Learning 5
Sparse Tokens Suffice: Jailbreaking Audio Language Models via Token-Aware Gradient Optimization 5
FaithfulFaces: Pose-Faithful Facial Identity Preservation for Text-to-Video Generation 5
AICoFe: Implementation and Deployment of an AI-Based Collaborative Feedback System for Higher Education 5
Gyan: An Explainable Neuro-Symbolic Language Model 5
Beyond Seeing Is Believing: On Crowdsourced Detection of Audiovisual Deepfakes 5
Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement 5
WaferSAGE: Large Language Model-Powered Wafer Defect Analysis via Synthetic Data Generation and Rubric-Guided Reinforcement Learning 5
Joint Treatment Effect Estimation from Incomplete Healthcare Data: Temporal Causal Normalizing Flows with LLM-driven Evolutionary MNAR Imputation 5
Design Conductor 2.0: An agent builds a TurboQuant inference accelerator in 80 hours 5
Towards Generative Location Awareness for Disaster Response: A Probabilistic Cross-view Geolocalization Approach 5
Defining Operational Conditions for Safety-Critical AI-Based Systems from Data 5
BEAGLE: Behavior-Enforced Agent for Grounded Learner Emulation 5
LLMs learn scientific taste from institutional traces across the social sciences 5
ROZA Graphs: Self-Improving Near-Deterministic RAG through Evidence-Centric Feedback 5
LABBench2: An Improved Benchmark for AI Systems Performing Biology Research 5
NeuroState-Bench: A Human-Calibrated Benchmark for Commitment Integrity in LLM Agent Profiles 5
An explainable hypothesis-driven approach to Drug-Induced Liver Injury with HADES 5
CreativityBench: Evaluating Agent Creative Reasoning via Affordance-Based Tool Repurposing 5
Correct Is Not Enough: Training Reasoning Planners with Executor-Grounded Rewards 5
MalPurifier: Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks 5
Materialist: Physically Based Editing Using Single-Image Inverse Rendering 5
Optimizing Split Learning Latency in TinyML-Based IoT Systems 5
ReasoningGuard: Safeguarding Large Reasoning Models with Inference-time Safety Aha Moments 5
Discovering New Theorems via LLMs with In-Context Proof Learning in Lean 5
Deep Learning in Astrophysics 5
Fragile Knowledge, Robust Instruction-Following: The Width Pruning Dichotomy in Llama-3.2 5
Personalized Spiking Neural Networks with Ferroelectric Synapses for EEG Signal Processing 5
torch-sla: Differentiable Sparse Linear Algebra with Adjoint Solvers and Sparse Tensor Parallelism for PyTorch 5
Syntax- and Compilation-Preserving Evasion of LLM Vulnerability Detectors 5
CLAMP: Contrastive Learning for 3D Multi-View Action-Conditioned Robotic Manipulation Pretraining 5
Autoregressive, Yet Revisable: In Decoding Revision for Secure Code Generation 5
KGLAMP: Knowledge Graph-guided Language model for Adaptive Multi-robot Planning and Replanning 5
SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise 5
Denoising Particle Filters: Learning State Estimation with Single-Step Objectives 5
Advancing Trustworthy AI in Healthcare Through Meta-Research: Results of an Interdisciplinary Design-Thinking Workshop 5
DPD-Cancer: Explainable Graph-Based Deep Learning for Small Molecule Anti-Cancer Activity Prediction 5
The Master Key Hypothesis: Unlocking Cross-Model Capability Transfer via Linear Subspace Alignment 5
CAP: Controllable Alignment Prompting for Unlearning in LLMs 5
Knowledge Distillation Must Account for What It Loses 5
Manifold-Aligned Guided Integrated Gradients for Reliable Feature Attribution 5
Structured Diffusion Bridges: Inductive Bias for Denoising Diffusion Bridges 5
Hidden Measurement Error in LLM Pipelines Distorts Annotation, Evaluation, and Benchmarking 5
Bootstrapping Post-training Signals for Open-ended Tasks via Rubric-based Self-play on Pre-training Text 5
How Much Is One Recurrence Worth? Iso-Depth Scaling Laws for Looped Language Models 5
Zero-Shot Confidence Estimation for Small LLMs: When Supervised Baselines Aren't Worth Training 5
Two Calls, Two Moments, and the Vote-Accuracy Curve of Repeated LLM Inference 5
Supercharging LLM inference on Google TPUs: Achieving 3X speedups with diffusion-style speculative decoding 5
Troubleshoot performance issues faster with the new Grafana Assistant integration for Database Observability 5
Linear Semantic Segmentation for Low-Resource Spoken Dialects 4
Data-Driven Variational Basis Learning Beyond Neural Networks: A Non-Neural Framework for Adaptive Basis Discovery 4
Decodable but Not Corrected by Fixed Residual-Stream Linear Steering: Evidence from Medical LLM Failure Regimes 4
Counterargument for Critical Thinking as Judged by AI and Humans 4
Generating Query-Focused Summarization Datasets from Query-Free Summarization Datasets 4
Evaluation Awareness in Language Models Has Limited Effect on Behaviour 4
Tatarstan Toponyms: A Bilingual Dataset and Hybrid RAG System for Geospatial Question Answering 4
Uncovering Entity Identity Confusion in Multimodal Knowledge Editing 4
IRC-Bench: Recognizing Entities from Contextual Cues in First-Person Reminiscences 4
A$^2$TGPO: Agentic Turn-Group Policy Optimization with Adaptive Turn-level Clipping 4
TIDE: Every Layer Knows the Token Beneath the Context 4
YEZE at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization via Heterogeneous Ensembling 4
Quantifying the Statistical Effect of Rubric Modifications on Human-Autorater Agreement 4
Who and What? Using Linguistic Features and Annotator Characteristics to Analyze Annotation Variation 4
GATHER: Convergence-Centric Hyper-Entity Retrieval for Zero-Shot Cell-Type Annotation 4
Litespark Inference on Consumer CPUs: Custom SIMD Kernels for Ternary Neural Networks 4
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Beyond Negative Rollouts: Positive-Only Policy Optimization with Implicit Negative Gradients 4
Spherical Flows for Sampling Categorical Data 4
Adaptive Selection of LoRA Components in Privacy-Preserving Federated Learning 4
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Contrastive Identification and Generation in the Limit 4
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Patch-Effect Graph Kernels for LLM Interpretability 4
Cubit: Token Mixer with Kernel Ridge Regression 4
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Verifier-Backed Hard Problem Generation for Mathematical Reasoning 4
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Early Risk Prediction with Temporally and Contextually Grounded Clinical Language Processing 4
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RSAT: Structured Attribution Makes Small Language Models Faithful Table Reasoners 4
The ART of Composition: Attention-Regularized Training for Compositional Visual Grounding 4
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Adaptive Greedy Frame Selection for Long Video Understanding 4
Structural Sensitivity in Compressed Transformers: Relative Error Propagation and Layer Removal 4
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Residual-Mass Accounting for Partial-KV Decoding 4
Large-Scale High-Quality 3D Gaussian Head Reconstruction from Multi-View Captures 4
Velox: Learning Representations of 4D Geometry and Appearance 4
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SpecMD: A Comprehensive Study on Speculative Expert Prefetching 4
Google is partnering with XPRIZE and Range Media Partners on the $3.5 million Future Vision film competition. 4
Budget-aware Auto Optimizer Configurator 4
On-line Learning in Tree MDPs by Treating Policies as Bandit Arms 4
Analogy between Boltzmann machines and Feynman path integrals 4
Learning Reconstructive Embeddings in Reproducing Kernel Hilbert Spaces via the Representer Theorem 4
Interpreting Manifolds and Graph Neural Embeddings from Internet of Things Traffic Flows 4
Modeling Subjective Urban Perception with Human Gaze 4
Transformation Categorization Based on Group Decomposition Theory Using Parameter Division 4
Sparse Autoencoder Decomposition of Clinical Sequence Model Representations: Feature Complexity, Task Specialisation, and Mortality Prediction 4
A Physics-Aware Framework for Short-Term GPU Power Forecasting of AI Data Centers 4
RetentiveKV: State-Space Memory for Uncertainty-Aware Multimodal KV Cache Eviction 4
Balanced Aggregation: Understanding and Fixing Aggregation Bias in GRPO 4
Time series causal discovery with variable lags 4
Learning reveals invisible structure in low-rank RNNs 4
Awaking Spatial Intelligence in Unified Multimodal Understanding and Generation 4
A Dialogue-Based Framework for Correcting Multimodal Errors in AI-Assisted STEM Education 4
Undetectable Backdoors in Model Parameters: Hiding Sparse Secrets in High Dimensions 4
Predict-then-Diffuse: Adaptive Response Length for Compute-Budgeted Inference in Diffusion LLMs 4
A Mean Curvature Approach to Boundary Detection: Geometric Insights for Unsupervised Learning 4
LLMs Uncertainty Quantification via Adaptive Conformal Semantic Entropy 4
Efficiently Aligning Language Models with Online Natural Language Feedback 4
Experiment-as-Code Labs: A Declarative Stack for AI-Driven Scientific Discovery 4
Critical Windows of Complexity Control: When Transformers Decide to Reason or Memorize 4
Detecting Deepfakes via Hamiltonian Dynamics 4
Towards Robust LLM Post-Training: Automatic Failure Management for Reinforcement Fine-Tuning 4
GEM: Graph-Enhanced Mixture-of-Experts with ReAct Agents for Dialogue State Tracking 4
Stabilizing LLM Supervised Fine-Tuning via Explicit Distributional Control 4
A Hybrid Method for Low-Resource Named Entity Recognition 4
Pen-Strategist: A Reasoning Framework for Penetration Testing Strategy Formation and Analysis 4
Harnessing Linguistic Dissimilarity for Language Generalization on Unseen Low-Resource Varieties 4
SpecPL: Disentangling Spectral Granularity for Prompt Learning 4
JASTIN: Aligning LLMs for Zero-Shot Audio and Speech Evaluation via Natural Language Instructions 4
Predictive and Prescriptive AI toward Optimizing Wildfire Suppression 4
DAO-enabled decentralized physical AI: A new paradigm for human-machine collaboration 4
RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation 4
Accountable Agents in Software Engineering: An Analysis of Terms of Service and a Research Roadmap 4
Stage-adaptive audio diffusion modeling 4
Efficient Geometry-Controlled High-Resolution Satellite Image Synthesis 4
From Diffusion to Rectified Flow: Rethinking Text-Based Segmentation 4
A Queueing-Theoretic Framework for Stability Analysis of LLM Inference with KV Cache Memory Constraints 4
VocalParse: Towards Unified and Scalable Singing Voice Transcription with Large Audio Language Models 4
Beyond Retrieval: A Multitask Benchmark and Model for Code Search 4
CodeEvolve: LLM-Driven Evolutionary Optimization with Runtime-Enriched Target Selection for Multi-Language Code Enhancement 4
Multi-Level Bidirectional Biomimetic Learning for EEG-Based Visual Decoding 4
AISSA: Implementation and Deployment of an AI-based Student Slides Analysis tool for Academic Presentations 4
Hybrid Congestion Classification Framework Using Flow-Guided Attention and Empirical Mode Decomposition 4
Cognitive Twins: Investigating Personalized Thinking Model Building and Its Performance Enhancement with Human-in-the-Loop 4
StoryAlign: Evaluating and Training Reward Models for Story Generation 4
Assessing Cognitive Effort in L2 Idiomatic Processing: An Eye-Tracking Dataset 4
On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference 4
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation 4
DART: A Vision-Language Foundation Model for Comprehensive Rope Condition Monitoring 4
Skill Neologisms: Towards Skill-based Continual Learning 4
Why Geometric Continuity Emerges in Deep Neural Networks: Residual Connections and Rotational Symmetry Breaking 4
Preference-Based Self-Distillation: Beyond KL Matching via Reward Regularization 4
Piper: Efficient Large-Scale MoE Training via Resource Modeling and Pipelined Hybrid Parallelism 4
Think-Aloud Reshapes Automated Cognitive Model Discovery Beyond Behavior 4
Driver-WM: A Driver-Centric Traffic-Conditioned Latent World Model for In-Cabin Dynamics Rollout 4
Continual Knowledge Updating in LLM Systems: Learning Through Multi-Timescale Memory Dynamics 4
Building informative materials datasets beyond targeted objectives 4
On the Wasserstein Gradient Flow Interpretation of Drifting Models 4
Adaptive Policy Selection and Fine-Tuning under Interaction Budgets for Offline-to-Online Reinforcement Learning 4
Superposition Is Not Necessary: A Mechanistic Interpretability Analysis of Transformer Representations for Time Series Forecasting 4
PSK at SemEval-2026 Task 9: Multilingual Polarization Detection Using Ensemble Gemma Models with Synthetic Data Augmentation 4
When Life Gives You BC, Make Q-functions: Extracting Q-values from Behavior Cloning for On-Robot Reinforcement Learning 4
Grokability in five inequalities 4
Quantifying Harm 4
Combining Abstract Argumentation and Machine Learning for Efficiently Analyzing Low-Level Process Event Streams 4
Provable Distributional Value Iteration under Partial Observability 4
Overcoming Environmental Meta-Stationarity in MARL via Adaptive Curriculum and Counterfactual Group Advantage 4
A Rational Account of Categorization Based on Information Theory 4
Compiling Deterministic Structure into SLM Harnesses 4
Anon: Extrapolating Adaptivity Beyond SGD and Adam 4
ANO: A Principled Approach to Robust Policy Optimization 4
Shadow-Loom: Causal Reasoning over Graphical World Models of Narratives 4
GRAIL: A Deep-Granularity Hybrid Resonance Framework for Real-Time Agent Discovery via SLM-Enhanced Indexing 4
ADAPTS: Agentic Decomposition for Automated Protocol-agnostic Tracking of Symptoms 4
Geometry over Density: Few-Shot Cross-Domain OOD Detection 4
Subjective and Objective Quality-of-Experience Evaluation Study for Live Video Streaming 4
Dataset-Driven Channel Masks in Transformers for Multivariate Time Series 4
Optimal Control with Natural Images: Efficient Reinforcement Learning using Overcomplete Sparse Codes 4
TNStream: Applying Tightest Neighbors to Micro-Clusters to Define Multi-Density Clusters in Streaming Data 4
The Tsetlin Machine Goes Deep: Logical Learning and Reasoning With Graphs 4
Coward: Collision-based OOD Watermarking for Practical Proactive Federated Backdoor Detection 4
Understanding Transformers through the Lens of Pavlovian Conditioning 4
Feature Identification via the Empirical NTK 4
Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs 4
A Hybrid Quantum-Classical Framework for Financial Volatility Forecasting Based on Quantum Circuit Born Machines 4
Topology-Preserving Data Augmentation for Ring-Type Polygon Annotations 4
Centrality-Based Pruning for Efficient Echo State Networks 4
MambaBack: Bridging Local Features and Global Contexts in Whole Slide Image Analysis 4
SegMix:Shuffle-based Feedback Learning for Semantic Segmentation of Pathology Images 4
AutoOR: Scalably Post-training LLMs to Autoformalize Operations Research Problems 4
Scale-Parameter Selection in Gaussian Kolmogorov-Arnold Networks 4
Atomic-Probe Governance for Skill Updates in Compositional Robot Policies 4
Probe-Geometry Alignment: Erasing the Cross-Sequence Memorization Signature Below Chance 4
Remask, Don't Replace: Token-to-Mask Refinement in Diffusion Large Language Models 4
Evaluating LLM-Driven Summarisation of Parliamentary Debates with Computational Argumentation 4
Enhancing Science Classroom Discourse Analysis through Joint Multi-Task Learning for Reasoning-Component Classification 4
Every Step Counts: Step-Level Credit Assignment for Tool-Integrated Text-to-SQL 4
StegoStylo: Squelching Stylometric Scrutiny through Steganographic Stitching 4
Hijacking Text Heritage: Hiding the Human Signature through Homoglyphic Substitution 4
David Reich – Why the Bronze Age was an inflection point in human evolution 3
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When and Why SignSGD Outperforms SGD: A Theoretical Study Based on $\ell_1$-norm Lower Bounds 3
Four Over Six: More Accurate NVFP4 Quantization with Adaptive Block Scaling 3
Monotonic Reference-Free Refinement for Autoformalization 3
PulseLM: A Foundation Dataset and Benchmark for PPG-Text Learning 3
From Documents to Spans: Scalable Supervision for Evidence-Based ICD Coding with LLMs 3
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How to Convert Images to PDF in the Browser Using JavaScript – A Step-by-Step Guide 3
Stochastic KV Routing: Enabling Adaptive Depth-Wise Cache Sharing 3
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When Everyone Is a Key Person in Your Company 3
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Meta-LegNet: A Transferable and Interpretable Framework for Surface Adsorption Prediction via Self-Defined Adsorption-Environment Learning 3
Resource Utilization of Differentiable Logic Gate Networks Deployed on FPGAs 3
Deep Wave Network for Modeling Multi-Scale Physical Dynamics 3
ARMATA: Auto-Regressive Multi-Agent Task Assignment 3
Layerwise LQR for Geometry-Aware Optimization of Deep Networks 3
Memory as a Markov Matrix: Sample Efficient Knowledge Expansion via Token-to-Dictionary Mapping 3
Resilient AI Supercomputer Networking using MRC and SRv6 3
Mitigating Label Shift in Tabular In-Context Learning via Test-Time Posterior Adjustment 3
Extending Differential Temporal Difference Methods for Episodic Problems 3
Worst-Case Discovery and Runtime Protection for RL-Based Network Controllers 3
Evaluation Cards for XAI Metrics 3
Demystifying Manifold Constraints in LLM Pre-training 3
FLUID: Continuous-Time Hyperconnected Sparse Transformer for Sink-Free Learning 3
Joint Optimization of Trajectory Control, Resource Allocation, and Task Offloading for Multi-UAV-Assisted IoV 3
Dissociating spatial frequency reliance from adversarial robustness advantages in neurally guided deep convolutional neural networks 3
StableI2I: Spotting Unintended Changes in Image-to-Image Transition 3
CCL-D: A High-Precision Diagnostic System for Slow and Hang Anomalies in Large-Scale Model Training 3
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DiffCap-Bench: A Comprehensive, Challenging, Robust Benchmark for Image Difference Captioning 3
SADE: Symptom-Aware Diagnostic Escalation for LLM-Based Network Troubleshooting 3
HeterSEED: Semantics-Structure Decoupling for Heterogeneous Graph Learning under Heterophily 3
Reference-based Category Discovery: Unsupervised Object Detection with Category Awareness 3
Library learning with e-graphs on jazz harmony 3
Average Attention Transformers and Arithmetic Circuits 3
Exact Dual Geometry of SOC-ICNN Value Functions 3
Knowledge-Free Correlated Agreement for Incentivizing Federated Learning 3
A Harmonic Mean Formulation of Average Reward Reinforcement Learning in SMDPs 3
When Does Gene Regulatory Network Inference Break? A Controlled Diagnostic Study of Causal and Correlational Methods on Single-Cell Data 3
Modular Reinforcement Learning For Cooperative Swarms 3
EP-GRPO: Entropy-Progress Aligned Group Relative Policy Optimization with Implicit Process Guidance 3
Reliable Modeling of Distribution Shifts via Displacement-Reshaped Optimal Transport 3
Architectural Constraints Alignment in AI-assisted, Platform-based Service Development 3
Direct Product Flow Matching: Decoupling Radial and Angular Dynamics for Few-Shot Adaptation 3
Adaptive Learning Strategies for AoA-Based Outdoor Localization: A Comprehensive Framework 3
Look Once, Beam Twice: Camera-Primed Real-Time Double-Directional mmWave Beam Management for Vehicular Connectivity 3
VVS: Accelerating Speculative Decoding for Visual Autoregressive Generation via Partial Verification Skipping 3
Co-Learning Port-Hamiltonian Systems and Optimal Energy-Shaping Control 3
Copula-Based Endogeneity Correction for Doubly Robust Estimation of Treatment Effect 3
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How to Do Great Work 3
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Eliminate noisy log lines with Adaptive Logs drop rules 3
Here’s what you need to know about the cruise ship hantavirus outbreak 2
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Xiaohu AI デイリー · AI 動向ピックアップ
2026-05-09 · 本日の厳選 572 件