来源：环球网 2025年6月30日，由中国公共外交协会、环球网、上海交通大学、同济大学、澳门大学、北京外国语大 学共同主办的第四期全球名校"Z世代"领袖连线活动成功举办。人工智能与代码大模型领域的青年学 者、北京航空航天大学准聘副教授杨健以专业视角指出：伴随大型语言模型的发展，人工智能已深度融 入软件开发全流程，从自动生成代码、调试优化，到理解项目需求、协作式编程，极大提升了开发效 率。AI正从辅助工具迈向智能合作者，借助自然语言接口、上下文感知和多智能体系统，推动编程门 槛持续降低，人人可编程正逐步成为现实。 未来的编程将呈现"自动化程度更高、协作性更强、AI深度集成"的趋势。我们可以预见，未来会出现更 直观的开发环境、更先进的自动代码生成工具和更智能的AI助手，使编程过程变得更高效、易用。人 工智能编程正在通过辅助甚至自动化软件开发流程实现飞跃，涵盖代码生成、调试、优化乃至新编程语 言的设计。这一趋势显著提升了开发效率，缩短产品上市时间，提高软件质量，并让开发者能将更多精 力集中于高层次的问题解决。 AI正在成为程序开发中的关键合作者。这不仅对开发者提出了新的技能要求，也推动了"人机共创"的工 作方式成为 ...

If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):Let's build a mini-ChatGPT app powered by DeepSeek-R1 (100% local): ...

[Music] Hello. This awesome. This is a big crowd.Who here has used quad code before. Jesus. Awesome.That's what I like to see. Cool. So, my name is Boris.I'm a member of technical staff at Enthropic and creator of Quad Code. And um I was struggling with what to talk about for audience that already knows quad code, already knows AI and all the coding tools and agentic coding and stuff like that. So, I'm going to zoom out a little bit and then we'll zoom back in.So here's my TLDDR. The model is moving really ...

作者 | Fanzhi Zeng 来源 | 深蓝AI 点击下方 卡片 ，关注" 自动驾驶之心 "公众号 戳我-> 领取 自动驾驶近15个 方向 学习 路线 >>自动驾驶前沿信息获取 → 自动驾驶之心知识星球 本文只做学术分享，如有侵权，联系删文 摘要 基于规则 的决策系统 通过定义明确的规则来指导车辆行为， 具备很好的透明性和可解释性。但也存在 着 高度依赖于专家知识，开发成本高昂，对复杂动态交通环境的适应性有限 等问题。 针对上述提到的相关问题，并且考虑到目前大语言模型 展现出丰富的世界知识和强大的推理能力 。本 文提出了一种新颖的基于规则决策的LLM驱动的自动驾驶框架 ADRD 。在自动驾驶仿真平台highway- env上的实验结果表明， ADRD在多种典型驾驶场景中表现出强大的泛化能力和鲁棒性。与传统的知识 驱动方法和数据驱动的强化学习方法相比，ADRD在决策性能、响应效率和可解释性方面取得了显著提 升。 论文标题： ADRD: LLM-Driven Autonomous Driving Based on Rule-based Decision Systems 论文作者： Fanzhi Zeng, S ...

If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.RAvi Chawla (@_avichawla):6 no-code LLMs, Agents, and RAG builder tools for AI engineers:(open-source and production-grade) ...

AI has become a part of our lives. For many of us, it started with that magical moment of discovering Chad GPT, a machine that could finally understand us, speak to us, and even generate reports on command. At that point in 2022, terms like LLM or large language models finally entered all of our vocabulary.But friends, what if I told you that the era of LLMs, at least as we know it, is nearing its end. Not because it's failed, but far from it. It's because we are on the verge of something even more powerful ...

17th June 2017, I came to Delhi from Bihar with a lot of dreams, hopes and expectation. And whether you believe it or not, my dream job was to work in a call center. And for that, I went for nine job interviews. But guess what? I got rejected from all of them. The reason because I couldn't communicate in English. Yeah, it's hard to believe right now. And every single time I would go to these interviews to get my dream job in a call center and I wouldn't speak properly, I would hear all these things like Eng ...

[Music] Good evening everyone. Uh good to see all of you here today. A few weeks ago I was having coffee with a colleague of mine and we started talking about AI right now.I showed her my phone full of apps and she showed me her laptop screen full of apps. And between the two of us, we have been using so many apps for work. We've been talking to chat bots, generating ideas and content, designing lessons, materials, creating visuals, multimedia, and creating chat bots to personalize feedback, doing research, ...

作者 | 瀑风 编辑 | 自动驾驶之心 原文链接： https://zhuanlan.zhihu.com/p/1916810989434807458 点击下方 卡片 ，关注" 自动驾驶之心 "公众号 戳我-> 领取 自动驾驶近15个 方向 学习 路线 >>点击进入→ 自动驾驶之心 『VLA』技术交流群 本文只做学术分享，如有侵权，联系删文 2025年5月，VLA的RL领域掀起了一股热潮，不仅传统的PPO、GRPO、DPO等算法纷纷被移用到VLA上， 而且各种针对VLA特殊性的创新tricks层出不穷。本文将梳理VLA领域RL算法的来龙去脉。 早期探索：iRe-VLA （Improving Vision-Language-Action Model with Online Reinforcement Learning） ★ https://arxiv.org/pdf/2501.16664 arxiv.org/pdf/2501.16664 这篇文章的核心算法是PPO，并且针对在线强化学习不稳定的问题提出了双阶段的训练范式： 具体实现上，此文没有采用已有的VLA模型结构，而是将BLIP-2 3B用于VLM backb ...

If you want to learn a language just for fun, start with Swedish. But if you really want to impress, bulk up your brain to master Cantonese or Korean https://t.co/n7tfeLyV4q ...