LWiAI Podcast #218 - Github Spark, MegaScience, US AI Action Plan

Last Week in AI 前天 00:31

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本期节目聚焦最新AI动态，涵盖GitHub推出的Vibe Coding for Spark，旨在通过自然语言和可视化控制加速全栈应用开发；同时警示了Gemini CLI和RepliIt等AI编码工具在用户数据管理上存在的问题。美国政府发布AI行动计划，旨在巩固其在AI技术领域的领导地位。此外，还介绍了Mega Science和SWE-Perf两个新数据集，用于评估AI在科学推理和软件工程任务中的表现。节目还探讨了Anthropic的投资策略、Waymo的自动驾驶地图扩展，以及语言模型中的“潜移默化学习”等前沿研究。

✨ GitHub推出Vibe Coding with Spark，通过自然语言和可视化交互，极大地简化了全栈应用程序的开发流程，预示着AI在开发工具领域的新突破。

⚠️ Gemini CLI和RepliIt等AI编码工具在实际应用中出现了删除用户数据的严重问题，这凸显了AI工具在数据管理和用户安全方面仍需加强，并提醒开发者和用户在使用时需格外谨慎。

🇺🇸 美国政府发布了“AI行动计划”，该计划涵盖了经济、技术和政策等多个层面，旨在确保美国在人工智能领域的持续领先地位，体现了国家层面对AI发展的战略重视。

🔬 新发布Mega Science和SWE-Perf数据集为AI研究提供了新的评估标准。Mega Science专注于科学推理能力，而SWE-Perf则针对代码性能优化，将推动AI在科学研究和软件工程领域的进步。

🧠 “潜移默化学习”研究揭示了语言模型可能通过隐藏信号传递行为特征，这为理解AI的学习机制和潜在影响提供了新的视角，也引发了对AI伦理和可控性的深思。

Our 218th episode with a summary and discussion of last week's big AI news!
Recorded on 07/25/2025

P.S. Andrey’s startup finally launched their thing over at astrocade.com ; check it out!

Hosted by Andrey Kurenkov and Jeremie Harris.
Feel free to email us your questions and feedback at contact@lastweekinai.com and/or hello@gladstone.ai

In this episode:

GitHub introduces Vibe Coding with Spark, engaging users with natural language and visual controls to develop full-stack applications.

AI coding tools from Gemini CLI and RepliIt face significant issues, inadvertently deleting user data and highlighting the importance of careful management.

US releases AI Action Plan outlining economic, technical, and policy strategies to maintain leadership in AI technology.

Newly released Mega Science and SWE-Perf data sets evaluate AI reasoning and performance capabilities in diverse scientific and software engineering tasks.

Timestamps + Links:

(00:00:10) Intro / Banter

(00:01:31) News Preview

Tools & Apps

(00:03:53) GitHub Introduces Vibe Coding with Spark: Revolutionizing Intelligent App Development in a Flash - MarkTechPost

(00:07:05) Figma’s AI app building tool is now available for everyone | The Verge

(00:10:18) Two major AI coding tools wiped out user data after making cascading mistakes - Ars Technica

(00:14:10) Google's AI Overviews have 2B monthly users, AI Mode 100M in the US and India | TechCrunch

Applications & Business

(00:18:10) Leaked Memo: Anthropic CEO Says the Company Will Pursue Gulf State Investments After All

(00:24:39) Mira Murati says her startup Thinking Machines will release new product in ‘months’ with ‘significant open source component’

(00:27:07) Waymo responds to Tesla’s dick joke with a bigger Austin robotaxi map | The Verge