[AINews] Megakernels are so dead and so back
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CHRONOLOGICAL LEDGER
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2026 年
八月
44 ENTRIES用 Seed-Evolving 当「脑洞合伙人」：我用 AI 搭了个想象力健身房
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掘金
工程实践
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection
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大语言模型
RAG
Introducing Web Search on Amazon Bedrock for foundation model grounding
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大语言模型
AI Agent
AI fuels more than half of cybercrime in Africa as scams surge – Interpol
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AI
Hacker News
Third-party cyber evaluations involving OpenAI models
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AI
Security
Mistral's Shieldstral: 3B open-weights model for multimodal moderation
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大语言模型
Hacker News
AtumAI: A Principled Framework for Agentic Generation of Datacenter Control-Plane Policies
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大语言模型
生成式 AI
Pseudorandom Streams within Diffusion Models Act as Learnable Inputs That Affect Generation Quality
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生成式 AI
cs.LG
Automated web insight extraction with Amazon Bedrock AgentCore
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大语言模型
AI Agent
Apple says more ex-employees may have taken confidential data to OpenAI
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AI
Hacker News
UEmbed: Unified Sparse and Dense Multimodal Embeddings
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计算机视觉
cs.CV
The latest AI news we announced in July 2026
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大语言模型
Search
LangGraph 状态机实战
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AI Agent
掘金
Agent skills that bring team coding standards to Claude Code and Codex
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大语言模型
AI Agent
GradCuit: Credit-Assigned Gradient Flow Enables Robust and Interpretable Test-Time Latent Reasoning
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大语言模型
Prompt 工程
Apple is getting this wrong
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AI
Company
AI-Generated Images Discourage Me from Reading Your Blog
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AI
Hacker News
走进 AI Agent
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AI Agent
掘金
The Condition-Number Barrier in Sparse Least Squares
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大语言模型
cs.DS
The benefits of medical AI assistance vary based on user expertise
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大语言模型
机器学习
Bridging Artificial Intelligence and Power Systems Education Using a Hands-On Executable Framework
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AI
eess.SY
[AINews] Qwen 3.8 Max(2.4T) and 27B, new open weights models for Coding and Cowork
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AI Agent
From weeks to minutes: How Formula 1® uses agentic AI on AWS to accelerate data operations
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大语言模型
AI Agent
AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language Modeling
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生成式 AI
cs.CL
The Theoretical Foundation of Socratic Tests: Dynamic, Multimodal, Conversational Examinations
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AI
cs.CY
The Inference Engineering Masterclass — Philip Kiely & Ali Taha, Baseten
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AI Agent
LLMs reward expertise
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大语言模型
Hacker News
Alexander Rakhlin named director of the MIT Statistics and Data Science Center
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机器学习
Leadership
AgentHPOBench: A Benchmark For Evaluating LLM Agents as Sequential Hyperparameter Optimizers
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大语言模型
AI Agent
从算力到智能体，面向 Agentic AI 的基础设施演进
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掘金
工程实践
Launch HN: Hoplite (YC S26) – Effortlessly deploy cloud coding agents
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AI Agent
Hacker News
GEM Training: How Meta Doubled the Efficiency of Its LLM-Scale Ads Foundation Model
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大语言模型
AI Research
Development of FDD-ON: an Ontology for VAV HVAC System Fault Detection and Diagnostics
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AI
cs.AI
What's the largest software project AI can complete on its own?
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AI
Hacker News
Freeze, Then Select: Structured Field Adapters and Stability-Validated Weak Selection for PDE Discovery from Sparse Observations
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生成式 AI
cs.LG
Announcing the Agentic Catalog Experience in Amazon Quick
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AI Agent
生成式 AI
Ten advances in mathematics and theoretical computer science
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AI
Publication
Show HN: Nightcrawler – A local AI pentesting agent running on a smartphone
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AI Agent
Hacker News
ExtractBench: A Benchmark for Schema-Guided Enterprise Document Extraction
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大语言模型
AI Agent
TokTier: Exact Stateful Tokenization for Agentic LLM Serving
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大语言模型
AI Agent
Prevent cognitive debt by manually retyping LLM-generated code
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大语言模型
Hacker News
AI Engineering 五代演进史：Prompt、RAG、Agent 到 Graph 的架构革命
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掘金
工程实践
[AINews] not much happened today
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大语言模型
AI Agent
七月
6 ENTRIESUniMem: Complementary Episodic-to-Parametric Memory for Boundary-Agnostic Task Streams
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大语言模型
AI Agent
How enabling two settings tripled our scores on the ARC-AGI-3 benchmark
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大语言模型
Research
Commodification of Intelligence: Good, Bad, and Ugly Circular AI Deals
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AI
Hacker News
Generate Autonomous Business Insights with AI Agent and MCP Servers
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大语言模型
AI Agent
CHARM: A Multimodal Graph Foundation Model with Hierarchical Context Modeling for Zero-Shot Transfer
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大语言模型
cs.AI
AI's top startups are barely publishing their research
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AI
Hacker News