#218 - Github Spark, MegaScience, US AI Action Plan
Update: 2025-07-31
Description
Our 218th episode with a summary and discussion of last week's big AI news!
Recorded on 07/25/2025
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
Read out our text newsletter and comment on the podcast at https://lastweekin.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 Gemin, CLI and RepleIt face significant issues, inadvertently deleting user data and highlighting the importance of careful management.
- US release never Award Americans, 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:
- (00:03:53 ) 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
- (00:03:53 ) GitHub Introduces Vibe Coding with Spark: Revolutionizing Intelligent App Development in a Flash - MarkTechPost
- 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
- (00:18:10 ) Leaked Memo: Anthropic CEO Says the Company Will Pursue Gulf State Investments After All
- Projects & Open Source
- (00:32:05 ) MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning
- (00:43:09 ) TikTok Researchers Introduce SWE-Perf: The First Benchmark for Repository-Level Code Performance Optimization - MarkTechPost
- (00:32:05 ) MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning
- Research & Advancements
- (00:47:17 ) Subliminal Learning: Language models transmit behavioral traits via hidden signals in data
- (00:55:34 ) Inverse Scaling in Test-Time Compute
- (01:02:34 ) Scaling Laws for Optimal Data Mixtures
- (00:47:17 ) Subliminal Learning: Language models transmit behavioral traits via hidden signals in data
- Policy & Safety
- (01:07:35 ) White House Unveils America’s AI Action Plan
- (01:16:55 ) Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety
- (01:20:20 ) Self-preservation or Instruction Ambiguity? Examining the Causes of Shutdown Resistance
- (01:24:00 ) People Are Being Involuntarily Committed, Jailed After Spiraling Into "ChatGPT Psychosis"
- (01:28:03 ) Meta refuses to sign EU’s AI code of practice
- (01:07:35 ) White House Unveils America’s AI Action Plan
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