在小型芯片上部署AI模型，Edge Impulse让你从云端到边缘一步到位，专为低功耗设备优化。
Article URL: https://www.easelinktech.com/why-every-electronic-product-may-need-to-be-rebuilt-for-on-device-ai-the-chip-layer-will-decide-the-next-har…
Apache 2.0许可下自由修改、商业使用并本地运行高端LLM，开发者告别专有硬件与API依赖。
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 What exactly is Gemma 4? Simply put, it’s a family of open-weight, open-source AI …
用Claude AI从零搭建全栈轮盘游戏并部署到AWS，边学边做的实战分享，适合想快速上手的开发者。
I wanted to build a roulette website. I also set out to learn. I have worked in IT for some time, started with Windows admin, moved to Linux, and then…
LLM工具部署不再分裂：一个框架同时搞定HTTP端点和MCP注册，舍弃重复造轮子，拥抱统一流式API。
arXiv:2605.22733v1 Announce Type: new Abstract: Every Python function deployed as an LLM tool must today exist in two forms: an HTTP endpoint for huma…
新研究揭示AI模型在武装冲突地区部署时，可能因对齐失败而无意中激化矛盾，对AI安全与全球治理敲响警钟。
arXiv:2605.22720v1 Announce Type: new Abstract: AI models are already deployed in societies affected by armed conflict, and journalists, humanitarian …
跨平台开源个人AI助手，随时随地部署，不受系统限制。
Article URL: https://github.com/openclaw/openclaw Comments URL: https://news.ycombinator.com/item?id=48247104 Points: 1 # Comments: 0
大公司： Jefferies预计7-Eleven日本业务营业利润将达2270亿日元，本财年同店销售增长势头强劲 投行杰富瑞（Jefferies）分析师栗山俊介在最新发布的研究报告中指出，凭借在现做食品领域的拓展及有效的营销策略，日本零售巨头零售集团7&I控股（Seven & i Ho…
新方法保障LLM在线部署每轮风险可控，基于共形预测与RLVR训练，安全认证更可靠。
arXiv:2605.20270v1 Announce Type: new Abstract: A local specialist LLM, fine-tuned with reinforcement learning from verifiable rewards (RLVR) on opera…
本地运行的AI视频生成器，集成86个MCP工具让Claude Code直接驱动，自带API密钥，无SaaS锁定，数据加密更安全。
Article URL: https://github.com/openclaw-easy/ViralMint Comments URL: https://news.ycombinator.com/item?id=48221229 Points: 1 # Comments: 0
抛弃GitHub Secrets，用OIDC信任实现更安全的零密钥CI/CD部署，附完整AWS配置实例
Zero-Secret CI/CD: GitHub Actions + OIDC on AWS (Part 6) No AWS_ACCESS_KEY_ID in your GitHub secrets. Ever. Here's how OIDC trust works and why it's s…
开源AI代理图语义记忆项目，整合SQLite、llama.cpp、BGE-M3等，30秒可安装体验。
Article URL: https://github.com/AEndrix03/Graft Comments URL: https://news.ycombinator.com/item?id=48216282 Points: 4 # Comments: 0
评估11款专有模型，揭示何时小模型更优，兼顾可持续性与成本效益
arXiv:2504.13217v3 Announce Type: replace Abstract: Large language models (LLMs) have become increasingly embedded in organizational workflows. This h…
视觉-only BEV感知新框架Fast-BEV++，在精度与部署效率间找到平衡，加速自动驾驶落地。
arXiv:2512.08237v3 Announce Type: replace Abstract: The advancement of vision-only Bird's-Eye-View (BEV) perception, a core paradigm for cost-effectiv…
量化技术让机器学习模型在低资源医疗影像场景下也能高效运行，大幅降低算力门槛，加速基层医疗智能化。
arXiv:2605.19207v1 Announce Type: cross Abstract: Deep learning models have shown strong performance in medical image analysis, but deploying them in …
首个系统化微服务架构实战，解决OCR与LLM管线生产部署难题，权威论文直击文档AI落地关键。
arXiv:2605.18818v1 Announce Type: cross Abstract: Academic research tends to focus on new models for document understanding creating a wide gap in the…
只需15分钟部署的K8s运行时，让你的AI代理安全运行在企业集群或个人笔记本上。
Article URL: https://github.com/agynio/platform Comments URL: https://news.ycombinator.com/item?id=48206973 Points: 6 # Comments: 4
提出专家引导的后合并量化方法，利用合并权重锚定，在低资源部署中平衡模型压缩与性能。
arXiv:2605.16882v1 Announce Type: new Abstract: Low-resource deployment constraints have made model quantization essential for deploying neural networ…
个人AI走向本地设备，无需云端，隐私安全新方案
arXiv:2605.17172v1 Announce Type: new Abstract: Personal AI stacks, like OpenClaw and Hermes Agent, are becoming central to daily work, yet they route…
提出目标条件监督学习新方法，有效平衡LLM微调的成本与效果，无需外部奖励模型。
arXiv:2605.16345v1 Announce Type: new Abstract: Large language models often require fine-tuning to better align their behavior with user intent at dep…
一键自托管单文件应用，支持Node/Go/Rust等语言，快速获取持久HTTPS链接
I’m working on pack.sh, a simple way to deploy apps to your own server. The goal is to bring back the old zeit now feeling: run one command in a proje…