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A developer shares a week's hands-on experience with Kimi K3 in a real project, highlighting what worked well and what fell short.
- AI tool
- evaluation
- Kimi K3
- real-world
- Discussion
Open Source AI Is 12 Months Behind the Frontier—Here Are Three Escape Routes
Published Jul 26, 2026The author argues open-source models lag the frontier by 12 months, predicting a similar security backlash next year. Three escape routes: frontier models desensitize security apparatus, convince decisionmakers benefits outweigh costs, or a research program to make open-source as safe as closed models, with examples.
- 开源模型
- AI安全
- 安全策略
- 前沿模型
Moonshot AI’s Kimi team rented a nightclub in Beijing to celebrate K3’s success. The AI programmers appeared nervous, and some even rejected girls trying to add them on WeChat. Netizens joke that AI companies now attract talent through nightclubs rather than papers.
- Kimi
- 月之暗面
- K3
- AI公司文化
- 庆功宴
A set of rules to constrain AI coding agents from accidentally modifying or breaking existing working code. Developers can integrate these rules into their workflow for added safety.
- AI coding
- safety rules
- code protection
Latest data shows that ChatGPT Work's active users have surpassed Codex, a milestone.
- codex
- ChatGPT Work
- 用户数
- News
DeepSeek Funding Paused: Founder Angry Over Leaked Meeting Minutes on Chip Dependency
Published Jul 26, 2026DeepSeek has orally informed some investors to postpone signing agreements after founder Liang Wenfeng was upset about leaked meeting minutes, which discussed the core AI gap being computing power and China's heavy reliance on NVIDIA chips.
- DeepSeek
- 融资
- 芯片依赖
- 会议纪要泄露
The author argues that the AI bubble will burst because open-source models are too successful. NVIDIA benefits from GPU sales while OpenAI and Anthropic face margin erosion. Open-source models at Kimi's level will pressure monetization of frontier AI.
- Anthropic
- OpenAI
- Kimi
- Nvidia
- 开源模型
- AI泡沫
- 商业策略
An automated website audit tool built with Gemini and n8n that crawls sites, analyzes SEO and performance issues, and generates reports.
- Gemini
- automation
- n8n
- website audit
The founder of DeepSeek states the company prioritizes AGI over profit and will likely keep its top models open-source, a clear message in the ongoing open-source debate.
- 开源
- AGI
- DeepSeek
- Dario
Argus is a VSCode extension that manages sessions of multiple AI agents in worktrees, enabling developers to run multiple agent tasks in parallel for increased productivity.
- agent
- VSCode
- session manager
- worktree