1
VisionQuest trailer kicks off Disney's D23 fan event
迪士尼D23引爆狂欢：VisionQuest预告领衔，阿索卡S2、毁灭日、MCU X-Men和星战新作一网打尽。
Also: Ahsoka S2 teaser, Doomsday trailer, news about MCU's X-Men and Star Wars: Starfighter
2
Why SHA-256 Isn't Enough for AI Agent Governance (And How We Fixed It)
SHA-256无法保证AI代理身份认证，Ed25519签名+信任存储才是正解，附代码实战。
Outline & Key Points: The Problem: Explain why self-signed SHA-256 digests fail as authentication (anyone with write access can recompute). Use th…
3
Semi-Supervised Text-Attributed Graph Distillation
图半监督蒸馏新方法被KDD2026录用，利用文本属性提升图表示学习效率。
arXiv:2607.20477v1 Announce Type: new Abstract: {\em Text-Attributed Graphs} (TAGs) have emerged as an expressive data model for integrating graph top…
4
Agent要数量也要脑子！浪潮信息一边单柜养4万Agent，一边让大模型组队答题
单柜养4万Agent，还让大模型组队答题，浪潮信息这次把AI智能体规模与智商双双拉满。
同时发布CPU原生液冷整机柜、多模融合超节点
5
Intent-addressable code for AI coding agents
让AI编码代理追溯意图与因果，跨工具复用已验证会话经验，调试只需一句“为什么”。
Article URL: https://github.com/croviatrust/causari Comments URL: https://news.ycombinator.com/item?id=48784012 Points: 1 # Comments: 0
6
小米 REDMI K90 至尊版手机性能铁三角公开：骁龙 8 至尊版 + 独显芯片 D2 + 满血存储
小米K90至尊版性能铁三角曝光，骁龙8至尊版+独显D2+满血存储，配8550mAh电池和百瓦快充，游戏党必看。
IT之家 6 月 30 日消息，在今晚的 REDMI K90 至尊版手机发布会上，小米中国区市场部总经理魏思琪公开了新机的性能铁三角： 骁龙 8 至尊版处理器 + 独显芯片 D2 + 满血存储（LPDDR5XUltra+UFS4.1） 。 另外，REDMI K90 至尊版手机还搭载 K90 Max …
7
AIGP: An LLM-Based Framework for Long-Term Value Alignment in E-Commerce Pricing
利用LLM实现电商定价中长期价值对齐，KDD 2026 oral论文，AI赋能商业决策新范式。
arXiv:2606.26787v1 Announce Type: cross Abstract: Traditional dynamic pricing models in large-scale e-commerce suffer from limited interpretability, p…
8
HSIP–local identity server in Rust with Ed25519 signing and AI agent governance
用Rust实现的本地身份服务器，整合Ed25519签名与AI代理治理，技术架构前瞻。
Article URL: https://github.com/rewired89/HSIP-1PHASE Comments URL: https://news.ycombinator.com/item?id=48612178 Points: 3 # Comments: 0
9
Matrix Scroll – sign AI-generated code changes with Ed25519
用Ed25519签名AI生成的代码变更，让每次机器代写都有据可查、可追溯。
Article URL: https://github.com/SSX360/matrixscroll Comments URL: https://news.ycombinator.com/item?id=48598284 Points: 2 # Comments: 1
10
Sigil – tamper-evident audit and signed scopes for LLM prompts
用数学加密为LLM提示词加「数字封印」，防篡改审计，签名失败立刻中止执行
Article URL: https://github.com/mr-gl00m/sigil Comments URL: https://news.ycombinator.com/item?id=48580907 Points: 2 # Comments: 0
11
LLM-as-Code Agentic Programming for Agent Harness
提出 LLM-as-Code 智能体编程范式，为 Agent 框架提供全新开发思路，KDD 2026 最新研究。
arXiv:2606.15874v1 Announce Type: new Abstract: Every major LLM agent framework gives the LLM the role of orchestrator; the model decides what to do n…
12
CTIConnect: A Benchmark for Retrieval-Augmented LLMs over Heterogeneous Cyber Threat Intelligence
面向异构网络威胁情报的RAG基准测试，填补安全领域大模型应用评估空白，KDD 2026收录。
arXiv:2510.11974v2 Announce Type: replace-cross Abstract: Cyber Threat Intelligence (CTI) is foundational to modern cybersecurity, enabling organizati…
13
AI Is Computation
探讨AI本质，指出特定机器学习模型无法实现通用计算的深刻洞见
Article URL: https://www.gabrielpickard.com/posts/ai-is-computation/ Comments URL: https://news.ycombinator.com/item?id=48388219 Points: 2 # Comments:…
14
X-RAY: Mapping LLM Reasoning Capability via Formalized and Calibrated Probes
一项被KDD 2026接收的新方法，通过形式化与校准探针精准映射大模型推理能力，揭示LLM深层认知图谱。
arXiv:2603.05290v2 Announce Type: replace Abstract: Large language models (LLMs) achieve promising performance, yet their ability to reason remains po…
15
瑞昱推出 PCIe 桥接扩充芯片 RTL9151AS 与端侧 AI 加速芯片 RTD2811
瑞昱推出“小南桥”芯片与端侧AI加速新品，PCIe桥接扩展与边缘智能双突破
IT之家 6 月 3 日消息，瑞昱半导体 (Realtek) 宣布，其多款芯片获得 COMPUTEX 2026 台北国际电脑展的 Best Choice Award 奖项，而这其中就包括 PCIe 桥接扩充芯片 RTL9151AS 和边缘端 AI 加速芯片 RTD2811。 RTL9151AS 在作…
16
TimeBlocks: Foundational and Continual Time-Series Blockbase -- Extended Version
SIGKDD 2026接收论文，提出TimeBlocks统一时间序列建模框架，兼具基础模型能力与持续学习，适合时序预测研究者。
arXiv:2606.02142v1 Announce Type: new Abstract: The ongoing digitization has led to a proliferation of time-series data streams that monitor a variety…
17
Show HN: AERF, signed receipts for AI agent actions
让AI代理行为拥有可验证收据，AERF通过Ed25519签名确保可信溯源。
Article URL: https://github.com/aerf-spec/aerf Comments URL: https://news.ycombinator.com/item?id=48369900 Points: 1 # Comments: 0
18
From GPS Points to Travel Patterns: Flexible and Semantic Trajectory Generation with LLMs
用大语言模型从GPS数据生成语义轨迹，灵活度高，已被KDD2026接收。
arXiv:2605.30014v1 Announce Type: new Abstract: Urban trajectories play a crucial role in modeling urban dynamics and supporting various smart city ap…
19
Nexus – open-source AI gateway for enterprise LLM traffic
开源AI网关Nexus，专为企业LLM流量打造，支持20+适配器并解决安全与路由难题。
Article URL: https://github.com/AlphaBitCore/nexus-gateway Comments URL: https://news.ycombinator.com/item?id=48286488 Points: 4 # Comments: 0
20
SciHorizon-GENE: Benchmarking LLM for Life Sciences Inference from Gene Knowledge to Functional Understanding
基因到功能：首个LLM生命科学推理基准，SIGKDD 2026录用，填补评估空白。
arXiv:2601.12805v3 Announce Type: replace-cross Abstract: Large language models (LLMs) have shown growing promise in biomedical research, particularly…