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Cherry Blossom
一句话轻松生成可制造的PCB，硬件开发进入自然语言时代。
Build Fab-ready Custom PCBs with one prompt Discussion | Link
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高效低成本开发，商业增长回报高，鸿蒙元服务背后的“开发厨房”让开发者按时吃饭！
AI自然语言生成鸿蒙元服务，零代码搭起轻应用，高效省钱还省心！
对开发者而言，ASCF带来的不仅是“按时吃饭”的从容，更是低成本投入、高效率交付、高回报增长的完整商业闭环。
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Symbolic Graphics Programming with Large Language Models
大模型生成符号图形程序的新研究，直击自然语言到精准视觉内容的转化难题。
arXiv:2509.05208v2 Announce Type: replace-cross Abstract: Large language models (LLMs) excel at program synthesis, yet their ability to produce symbol…
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On Improving Faithfulness of Podcasts from Documents
arXiv新研究聚焦文档转播客（Doc2Podcast）的忠实度问题，提出提升内容一致性的方法，减少AI生成幻觉。
arXiv:2607.21961v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used to generate long-form conversational content such a…
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Verifier-First Evaluation of Agentic LLMs for Infrastructure-as-Code Generation
首次采用验证器优先方法评估7种代理策略在基础设施即代码生成中的表现，揭示LLM在IaC场景的实用边界。
arXiv:2607.20478v1 Announce Type: cross Abstract: Infrastructure-as-Code (IaC) generation from natural language requires satisfying provider schemas, …
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Using LLMs for Explainable, Data-Driven Insight Generation from Time Series
用大语言模型为时间序列预测生成数据驱动的可解释洞察，提升关键决策的可信度与透明度。
arXiv:2607.18271v1 Announce Type: new Abstract: Time series forecasts are widely used in decision-critical domains, where they are rarely consumed wit…
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EmoteGPT: 3D Human Facial Expressions from Natural Language Descriptions
用文字描述精准生成三维面部表情，AI让虚拟角色情感表达更自然。
arXiv:2607.02674v1 Announce Type: new Abstract: Precise control of 3D facial expressions from text is crucial for virtual avatars, animation, and huma…
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消息称高德内测 Vibe Coding 产品“袋马”：自然语言一键生成微信小程序或 iOS 原生 App
高德内测「袋马」：用自然语言就能一键生成微信小程序或iOS原生App，零门槛AI编程来了！
IT之家 6 月 29 日消息，据《读佳》今日消息，高德正在内测一款 Vibe Coding 产品“袋马”，主打自然语言驱动零门槛构建应用， 聚焦微信小程序与 iOS 原生应用场景 ， 能快速生成可直接上线 、 真机可用的应用产品 。 据介绍，这款产品面向无专业研发团队、具备产品落地想法的个人从业者…
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Noemra, AI that builds and runs a company from one prompt
一句话描述你想要的公司，AI 就能自动搭建并运营它——Noemra 把创业门槛压缩到一个句子。
Article URL: https://noemra.co Comments URL: https://news.ycombinator.com/item?id=48645255 Points: 1 # Comments: 0
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SAID: Accelerating Diffusion-Based Language Models via Scaffold-Aware Iterative Decoding
基于扩散的LLM解码太慢？SAID用“脚手架感知”迭代策略，大幅提速且不损质量。
arXiv:2606.04974v1 Announce Type: new Abstract: Diffusion large language models (DLLMs) enable non-autoregressive generation by iteratively denoising …
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Who can we trust? LLM-as-a-jury for Comparative Assessment
用"陪审团"机制评估LLM，打破传统单一法官或等权聚合的可靠性假设，为自动评估提供新视角
arXiv:2602.16610v2 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly applied as automatic evaluators for natural la…
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What Are We Measuring in NLG? A Meta-Analysis of Evaluation Trends 2020-2025
五年间NLG评估标准如何演变？这篇元分析揭示趋势与盲点
arXiv:2601.07648v2 Announce Type: replace Abstract: As Natural Language Generation (NLG) dominates modern NLP, scalable evaluation remains a critical …
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CircuitLM: A Multi-Agent LLM-Aided Design Framework for Generating Circuit Schematics from Natural Language Prompts
用自然语言描述就能自动生成电路原理图，多智能体LLM框架为硬件设计带来新可能
arXiv:2601.04505v3 Announce Type: replace Abstract: Generating accurate circuit schematics from high-level natural language descriptions remains a per…
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腾讯发布 AIGC 创作平台“代号 Craft”，可利用自然语言生成游戏世界素材
腾讯发布AI游戏创作平台，用自然语言一键生成游戏世界，创意秒变可玩雏形，极速降低开发门槛。
IT之家 5 月 27 日消息，在今天的 SPARK 2026 腾讯游戏发布会中，腾讯宣布了旗下全新 AI 游戏创作平台“代号 Craft”，并宣布平台开启首测报名。 据介绍，该平台由腾讯游戏生态发展部打造，其内置完整的 AIGC 工具链，号称能够解决传统开发中的美术产能难题，并免费提供超万种预制美…
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Task-Awareness Improves LLM Generations and Uncertainty
通过引入任务感知机制，直接在结构空间建模LLM输出，提升生成质量与不确定性估计的准确性。
arXiv:2601.21500v2 Announce Type: replace Abstract: In many applications of LLMs, natural language responses often have an underlying structure such a…
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FOL2NS: Generating Natural Sentences from First-Order Logic
神经符号框架，将一阶逻辑自动转化为自然语言语句，革新语义解析与定理验证
arXiv:2605.18155v1 Announce Type: new Abstract: Translating formal language into natural language is a foundational challenge in NLP, driving various …
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Text2CAD-Bench: A Benchmark for LLM-based Text-to-Parametric CAD Generation
首个评估大模型文本生成参数化CAD能力的基准，推动AI辅助设计发展
arXiv:2605.18430v1 Announce Type: new Abstract: Text-to-CAD generation aims to create parametric CAD models from natural language, enabling rapid prot…
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Neural Signals Generate Clinical Notes in the Wild
首个临床EEG到语言的基础模型，让长时程脑电图自动生成临床报告，告别繁琐人工总结。
arXiv:2601.22197v3 Announce Type: replace-cross Abstract: Generating clinical reports that summarize abnormal patterns, diagnostic findings, and clini…