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A complete guide to self-hosting DeepSeek V4 Flash on AWS spot instances, covering setup, cost optimization, and performance tuning.
- AWS
- DeepSeek
- 自托管
- 实例部署
- Idea
Interviewing Qwen 3.8-Max About Itself: How Does the AI See Its Own Identity?
Published Jul 23, 2026An interesting experiment where Qwen 3.8-Max is asked about its own capabilities and limitations, sparking thoughts on AI self-awareness.
- Qwen
- 模型访谈
- AI自我认知
GMI Cloud announces a 60% discount for teams running M3 at scale, available through OpenRouter or GMI's console.
- OpenRouter
- M3
- cloud
- price cut
- GMI
BDFL is an open-source supervisor that monitors and controls Codex and Claude Code to prevent accidental actions.
- Claude Code
- codex
- 开源
- BDFL
- News
US NIST joint evaluation: Kimi K3 cyber capabilities below US frontier models
Published Jul 23, 2026The US Center for AI Standards and Innovation, in collaboration with the UK, evaluated Kimi K3's cyber capabilities. Preliminary results show it performs below leading US frontier models.
- Kimi K3
- Cyber capabilities
- NIST
- US UK evaluation
Recommendation for robotics practitioners to try BFL's FLUX 3 image generation model. Link included.
- image generation
- Robotics
- FLUX 3
- BFL
- News
CAISI report: Kimi K3 still lags behind US frontier AI, US leads due to innovation
Published Jul 23, 2026CAISI's latest report states that Kimi K3 remains behind America's leading frontier AI models, and attributes US leadership to the greatest innovators and technologists.
- frontier AI
- CAISI
- Kimi K3
- US leadership
CAISI's latest blog post evaluates Kimi K3's cyber capabilities, finding it significantly below leading US frontier AI models in a preliminary cyber-focused evaluation.
- 网络安全
- 前沿AI
- 模型评估
- Kimi K3
The user has used Python daily since 2014 for projects, master's, PhD, and startups, but freezes in live coding interviews, feeling like they've never heard of Python.
- Python
- 吐槽
- 技术面试
OpenAI introduces health-related capabilities in ChatGPT, potentially for medical advice or wellness.
- ChatGPT
- health
- product launch