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Rust 1.98 发布：打破代数运算性能瓶颈，编译器可重排更多运算
Rust 1.98 正式发布，新增代数浮点运算优化，可重排更多运算，大幅提升性能并稳定多项API。
IT之家 8 月 22 日消息，科技媒体 Linuxiac 昨日（8 月 21 日）发布博文，报道称 Rust 团队更新推出 1.98 版本， 重点加入面向 f32 和 f64 浮点类型的“代数浮点”（algebraic floating-point）方法，同时加快整数格式化，并稳定多项标准库 AP…
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Show HN: INXM // local` OSS for using LLM as compiler and not as runtime
本地优先的Rust桌面应用，让LLM只做编译器，执行路径零AI即兴发挥。
Article URL: https://github.com/inxm-ai/inxm-local Comments URL: https://news.ycombinator.com/item?id=49362974 Points: 4 # Comments: 3
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I Built the World's First AI-to-AI Communication Language
AI 模型间互不理解的痛点，用一门全新编程语言来解：开源、本地运行，内置编译器和 50+ 张量操作。
🟢 I Built the World's First AI-to-AI Communication Language TL;DR: Создал Vireo — язык программирования для ИИ-моделей. Компилятор, интерпретатор, API…
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AI 编程语言 Mojo 推出 1.0 正式版，预计年内开源编译器及相关工具链
AI编程语言Mojo正式版发布，统一语法并强化引用诊断，即将开源工具链，适合高性能AI开发。
IT之家 8 月 12 日消息，Modular 现已正式发布 AI 编程语言 Mojo 1.0 版本，新版进一步整理了语法和类型系统，并针对“引用失效”问题加入了部分诊断能力。 具体来看，本次 Mojo 1.0 在语言设计方面统一了此前存在多种表达方式的功能（包括变量声明、闭包以及指针类型等），同时…
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阿里达摩院开放 15 项芯片与 AI 研究课题，启动“阿里星”顶尖人才招募
达摩院一口气开放15项芯片与AI课题，直指自研芯片全栈工具链，顶尖人才“阿里星”计划同步启动，硬核前沿探索值得关注。
IT之家 8 月 6 日消息，阿里达摩院今日宣布了面向 2027 届毕业生 的“阿里星”顶尖人才招募培养计划。 达摩院今年已开放 15 项研究课题 ，涉及 AI 芯片、新型 CPU 架构、医疗多模态智能体、 AGI 决策等众多前沿探索。IT之家付具体课题如下： 芯片方向 AI 芯片编程模型设计实现 …
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Show HN: Svelte-rs – a Svelte compiler in Rust
用 Rust 重写 Svelte 5 编译器，输出与官方一致，速度飙升约 9 倍，实测生产代码快 8-10 倍。
Article URL: https://github.com/MrWaip/svelte-rs Comments URL: https://news.ycombinator.com/item?id=49161336 Points: 3 # Comments: 0
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Demystifying Deep Learning Compiler Front End Bugs: An LLM-Aided Empirical Study
首次用LLM辅助系统剖析深度学习编译器前端缺陷，为编译器调试与AI结合提供实证新视角
Article URL: https://arxiv.org/abs/2607.25651 Comments URL: https://news.ycombinator.com/item?id=49150741 Points: 1 # Comments: 0
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Agentic Harness for Real-World Compilers
编译器bug难修？这项研究用Agentic Harness结合大模型，直击稀疏低描述性bug痛点，自动化修复路径清晰可见。
arXiv:2603.20075v2 Announce Type: replace-cross Abstract: Compilers are critical to modern computing, yet fixing compiler bugs is difficult. While rec…
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Ask HN: Is Zig worth it over Rust in 2026?
2026年 Zig vs Rust 选择再起争论：AI 代码生成能力成新变量，社区经验告诉你谁更香
I used to know people who switched from Rust to Zig, and swore they would never go back to Rust. I personally tried Zig but I definitely prefered Rust…
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Show HN: filtersql – a dependency-free JSON-to-SQL compiler for LLMs and WebAPIs
将JSON请求零依赖编译为SQL，专为LLM和Web API场景设计，让数据查询更智能高效。
Article URL: https://github.com/fthiella/filtersql/ Comments URL: https://news.ycombinator.com/item?id=49032936 Points: 2 # Comments: 1
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How Our Rust-to-Zig Rewrite Is Going
30万行Rust代码重写为Zig的里程碑进展，分享迁移过程中的关键经验与收获
Article URL: https://rtfeldman.com/rust-to-zig Comments URL: https://news.ycombinator.com/item?id=48933149 Points: 367 # Comments: 204
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Generative Compilation: On-the-Fly Compiler Feedback as AI Generates Code
实时编译器反馈让AI写代码更精准，降低迭代成本
arXiv:2607.13921v1 Announce Type: cross Abstract: Languages with rich static semantics, such as Rust, provide stronger guarantees for AI-generated cod…
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Show HN: Learn OCaml, exercises checked by WASM in browser
浏览器内嵌WASM编译器，边学OCaml边自动检查习题答案，交互式学习新体验。
Hi. I do not know OCaml. But wanted to learn it. With help of Claude Code I did this online interactive course. Runs WASM OCaml compiler in the browse…
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Show HN: Quantum hardware now fault-tolerant without extra engineering
无需额外工程实现量子硬件容错，开源项目CIQS通过IBM完整测试，免费可用。
Before you say it's impossible, please go try. --- CIQA, an analytic Quantum Error Correction code, is now freely accessible on GitHub alongside CIQS,…
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Show HN: Hana JIT – LLVM-backed Python JIT with genetic-algorithm superoptimizer
基于LLVM后端的Python JIT编译器，引入遗传算法超优化器，性能可达CPython的10-100倍
I wanted a replacement for Numba that supports other GPU types and FPGA, I need help in devlopment and testing especially in AMD targets and FPGA. Tha…
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Ask HN: Any Quantum Computer people who knows how to run a benchmark here?
量子电路编译管线通过IBM真实硬件验证，无启发式且线性扩展至百万量子比特，性能碾压Qiskit。
I have a quantum circuit compilation pipeline validated on real quantum hardware (IBM Heron r2). - No heuristics, no simulation, no free-parameters. -…
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NKI-Agent: Domain-Specific Fine-Tuning and Agentic Tool Use for Neuron Kernel Generation
面向AI芯片的专用智能体，微调+工具调用自动生成神经元内核，破解性能优化难题
arXiv:2607.04395v1 Announce Type: new Abstract: Recent agentic approaches to LLM-based kernel generation have achieved impressive results on CUDA. For…
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Auto: The AGI Compiler
让LLM agent告别昂贵低效：Auto编译器将实时行为中确定性部分提取为验证程序，实现智能体行为的精准编译与加速。
arXiv:2607.04542v1 Announce Type: cross Abstract: Every LLM agent run re-derives its behavior token by token on a frontier model: brilliant, expensive…
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Show HN: AI harness for C/C++ with GDB, sanitizers, perf and compile tools
C/C++开发者福音，AI harness原生集成GDB、sanitizers等工具链，绕过常规AI编程助手的局限。
hey guys, i wanted to show one of my side projects. The idea is a coding harness (independent of models) natively designed for C/C++ developer workflo…
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Introduction to Compilers and Language Design (2021)
来自圣母大学编译器课程的系统教材，第二版更新至2021年，适合自学或教学。
Article URL: https://dthain.github.io/books/compiler/ Comments URL: https://news.ycombinator.com/item?id=48793454 Points: 236 # Comments: 39