1
Ask HN: How to Germinate Ideas?
从担忧被窃取到验证可行性，一个硬件创业新手分享种子期想法的真实困惑与破局思路。
I've recently had an idea for a hardware startup, but I'm torn between assuming I'm wrong (because I've never launched before) and discussing the idea…
2
The AI Evaluability Gap: The Missing Layer for Managing Risk and Sustaining Value
概念框架揭示AI系统风险管理的缺失环节——评估能力缺口，提出“评估即证据充分性”的新视角。
arXiv:2606.21015v1 Announce Type: new Abstract: Organizations deploying AI face two fundamental governance challenges: managing AI risk and sustaining…
3
ReSGA: A Large Tail Risk Model for Learning Value-at-Risk and Expected Shortfall
提出ReSGA大型尾部风险模型，专攻VaR和预期缺口学习，刷新金融风险预测精度。
arXiv:2606.04576v1 Announce Type: cross Abstract: Learning Value-at-Risk (VaR) and Expected Shortfall (ES) is important for managing financial risks e…
4
Insurance of Agentic AI
研究自主AI系统的保险机制，结合博弈论与风险建模，为AI责任问题提供新视角。
arXiv:2606.05449v1 Announce Type: new Abstract: Agentic artificial intelligence (AI) systems are transforming the risk landscape by extending beyond i…
5
CosAI Releases "AI Shared Responsibility Framework"
谁该为AI的错误负责？新框架“AI共享责任模型”划清各方角色与边界，用具体案例告诉你如何避免推诿扯皮。
Article URL: https://www.coalitionforsecureai.org/whos-responsible-when-ai-goes-wrong-a-new-framework-aims-to-answer-that-question/ Comments URL: http…
6
Claude Code for Canary Deployments: How I Ship to 1% of Users Before Breaking Everything
Claude Code帮你自动化金丝雀部署，先让1%用户验证新版本，再安全全量发布
I used to ship by faith. The change passed code review, the tests went green, the deploy button was right there, and I pressed it. Most of the time it…
7
Your SaaS Is an Insurance Product: A Modeling Framework
揭秘SaaS产品与保险的结构相似性，一个商业建模新视角。
arXiv:2605.16699v1 Announce Type: new Abstract: Capped-usage SaaS products -- LLM subscriptions such as Claude Code and ChatGPT, cloud platforms such …
8
Change and risk
团队将大型前端框架视为负债？商业需求不追求酷炫技，稳定与风险控制才是关键。
Kelly Sutton on why his team views big front-end frameworks as a liability : Maybe it’s the changing interest rates or political winds, but I think th…