1
The Amnesia Tax
AI agent的遗忘和团队上下文丢失，才是AI投入中最隐蔽的“失忆税”。
Why AI coding agents keep re-learning the same lessons — and what that costs a team that runs them all day, every day Anyone running Claude Code or Cu…
2
Nobody Is Measuring What Your AI Agents Are Worth
一个开源项目教你用简洁指标衡量AI代理的真实价值，告别模糊评估。
Article URL: https://github.com/Idank96/agent-panorama Comments URL: https://news.ycombinator.com/item?id=48531114 Points: 1 # Comments: 1
3
How to design pricing for AI APIs and LLM-powered products
AI产品如何定价？本文梳理了API与LLM产品的定价设计框架，从成本结构到用户感知，干货满满！
Article URL: https://www.solvimon.com/blog/how-to-design-pricing-for-ai-apis-and-llm-powered-products Comments URL: https://news.ycombinator.com/item?…
4
Stop Guessing: Real p99 Latency Data Comparing DeepSeek, Qwen, Kimi, and GLM
真实p99延迟数据对比DeepSeek、Qwen、Kimi、GLM，成本与性能全解析，选模型不再靠猜。
I've spent the last three months running production workloads across all four major Chinese AI model families — DeepSeek, Qwen, Kimi, and GLM — throug…
5
Musk abandoned his own solar electric economy to burn gas for an unused AI chat
快速估算屋顶太阳能发电量与成本，轻松评估光伏投资价值
Article URL: https://electrek.co/2026/05/25/musk-solar-hypocrisy-gas-ai-chatbot-space-solar-spacex-ipo/ Comments URL: https://news.ycombinator.com/ite…
6
AI may be inflationary before it becomes productive
AI大规模部署初期或推高通胀，企业需警惕短期成本压力，长期才释放生产力红利
Article URL: https://www.axios.com/2026/04/23/ai-inflation-productivity-companies Comments URL: https://news.ycombinator.com/item?id=48232771 Points: …
7
GPT-5 from a Developer's Perspective: API Changes, Costs, and When to Upgrade
从开发者视角解析GPT-5的API变化、成本策略与升级时机，实用指南助你决策。
tags: openai, ai, webdev, productivity GPT-5 from a Developer's Perspective: API Changes, Costs, and When to Upgrade I have been running GPT-5 in prod…
8
Toward LLMs Beyond English-Centric Development
揭示大模型英语偏见真相，证明持续预训练成本优势不存在，语言专用投资或成必然。
arXiv:2605.15613v1 Announce Type: new Abstract: Through an analysis of sequences generated by open-weight large language models (LLMs), we demonstrate…