揭秘稀疏自编码器如何揭示大脑与LLM的语义对齐模式，探索皮层拓扑结构中的智能映射
arXiv:2605.23035v1 Announce Type: cross Abstract: Intermediate layers of large language models (LLMs) best predict human brain responses to language, …
AI编码代理沙箱怎么做才不削弱能力？看这篇避开Docker常见坑，给出真正可行的安全边界方案
The Problem: Your AI Agent Has Root A few months back I was helping a team set up a self-hosted AI coding agent. Standard setup — an LLM with tool acc…
用终端界面可视化追踪你的AI编码token消耗，Codex/Claude日志一目了然。
Article URL: https://github.com/peterxcli/ccost Comments URL: https://news.ycombinator.com/item?id=48259342 Points: 1 # Comments: 0
4个月独立手搓首个儿童旅行日记应用，让孩子边玩边记录旅途回忆
Hi HN, I'm Jeroen, 49. Father of two, and manager in the Dutch government by day. Until last December I had never written a line of code. You get the …
DeepSeek V4-Pro降价4倍，比GPT-5.5便宜20-35倍，AI agent和自动化编码成本将颠覆，但有个隐藏陷阱值得警惕。
DeepSeek V4-Pro Just Got 4x Cheaper. But Here's What Nobody's Talking About DeepSeek dropped a bombshell on May 22: the 75% discount on V4-Pro is now …
OpenAI被Gartner评为企业AI编码代理领导者，Codex展现强大创新与规模化部署能力。
OpenAI is named a leader in the 2026 Gartner Magic Quadrant for Enterprise AI Coding Agents, with Codex recognized for innovation and enterprise-scale…
专为AI编码代理设计的终端复用器，如tmux般高效管理多个AI会话。
Article URL: https://github.com/ogulcancelik/herdr Comments URL: https://news.ycombinator.com/item?id=48247248 Points: 3 # Comments: 0
10年老Web开发者分享：AI编码助手从得力工具变成困扰，Opus 4.5成了转折点。
Been a developer for a little over 10 years now. I work on web stuff. Your typical React/Svelte codebases with Node backends. The past year or so I've…
当云端API成本飙升，本地运行开源模型完成编程任务或将成主流趋势。
There's extreme price escalation on part of Anthropic, with token spend now approaching levels that have made many-an-enterprise scratch their heads. …
手机控制AI编程看似可行，实则受限，远程工具无法解决操作瓶颈。
Most mobile AI coding workflows eventually hit the same wall. tmux keeps the process alive. SSH lets the phone attach. Remote desktop can show the who…
提出高效视觉编码器，解决Video LLM长视频中视觉token爆炸难题，突破帧扩展瓶颈。
arXiv:2605.17260v1 Announce Type: new Abstract: The fundamental challenge in scaling Video Large Language Models (Video LLMs) to long-form video lies …
探索LLM与进化搜索结合时，代码进化究竟在优化什么——对算法设计的关键追问
arXiv:2605.20086v1 Announce Type: cross Abstract: Recent work pairs LLMs with evolutionary search to iteratively generate, modify, and select code usi…
深入评估编码智能体在数据驱动科学发现中的记忆压缩策略，为AI辅助科研提供新思路。
arXiv:2605.18854v1 Announce Type: new Abstract: Coding agents accumulate extensive context during long-running tasks, yet fixed context windows force …
开源本地安全护栏，阻挡AI编码代理的破坏性操作，v0.7新增45+自适应规则与更多测试用例。
Article URL: https://github.com/AperionAI/shield Comments URL: https://news.ycombinator.com/item?id=48207471 Points: 2 # Comments: 0
开源终端AI编码代理Codeep，支持GLM、GPT、Claude、DeepSeek等多模型提供商，升级2.0版本。
Article URL: https://github.com/VladoIvankovic/Codeep Comments URL: https://news.ycombinator.com/item?id=48196569 Points: 1 # Comments: 0
Google推出Antigravity 2.0，新增桌面应用、CLI工具和SDK，由Gemini 3.5 Flash驱动，提升编码效率。
Google is debuting a new AI Ultra plan priced at $100, which will give users 5x more usage limit than the AI Pro plan alongside Antigravity 2.0 launch…
Bito AI Architect 通过系统上下文让 Claude Opus 在复杂代码库中的任务成功率提升 35%，实测数据亮眼。
Article URL: https://bito.ai/benchmarks/swe-bench-pro-evaluation/ Comments URL: https://news.ycombinator.com/item?id=48191369 Points: 2 # Comments: 0
将语义解耦与LLM推理、扩散生成融合，实现通用图像编码新范式。
arXiv:2412.18158v2 Announce Type: replace Abstract: Learned image compression methods have shown impressive performance but are often highly specializ…
提出用嵌入距离与方向编码实体关系的简单神经代码，线性探针成功解码LLM内部语义结构
arXiv:2605.14125v2 Announce Type: replace Abstract: How do artificial neural networks bind concepts to form complex semantic structures? Here, we prop…
多模态自洽推理优化动机性访谈编码，助阵酒精干预研究。
arXiv:2605.12987v2 Announce Type: replace Abstract: BACKGROUND: Coding Motivational Interviewing (MI) sessions is essential for understanding client b…