AI Briefing — Wednesday, July 22, 2026

Google justifies its massive AI spending with a booming cloud business

Google's cloud business is thriving, as companies adopting its AI and AI infrastructure services help the tech giant to report record profits.

Any text-to-SQL benchmark should address difficulties of real-world data stores

Treasury threatens sanctions after White House claims Moonshot distilled Anthropic’s Fable

The episode has also intensified a broader debate in Washington over the influx of Chinese open models.

How OpenAI’s human mistake led to the AI-powered hack on Hugging Face

OpenAI made a mistake setting up what it called a “highly isolated” testing environment and sandbox. According to cybersecurity experts, that human mistake is what made the AI-powered attack on Hugging Face possible.

Travis Kalanick’s robotics company raises $1.7B, led by a16z

Uber is also investing in Travis Kalanick's company Atoms, which has made gauzy claims about using industrial AI to modernize the world.

Show HN: Cactus Hybrid: We taught Gemma 4 to know when it's wrong

Hey HN, Henry & Roman here from Cactus. A small, on-device model is fast and private, but sometimes wrong, but frontier models are getting expensive pretty fast. So, we post-trained Gemma 4 E2B post-…

Monday.com lays off hundreds to focus on AI

The company said it is reducing its headcount by 20%, or about 630 staff, to "support a leaner, more focused operating model" as it focuses on its AI Work Platform.

GigaToken: ~1000x faster Language model tokenization

Are AI Labs Pelicanmaxxing?

Arcee, a US open source AI lab, says Chinese models are not inherently dangerous

As Chinese AI models grow in capability and popularity among U.S. companies, the arguing over what should be done about them has reached a fever pitch.

The State of Simulation for Physical AI: An Overview

Grabette: an open system to record robot-manipulation data

Newer Models, Same Advantage

Security incident disclosure — July 2026

What building Shippy taught us about building agents

Copy Less, Ground More: Overcoming Repetitive Copying in Long-Context Reasoning via Evidence-Aware Reinforcement Learning

Large language models that generate step-by-step reasoning traces have achieved strong performance on complex tasks, and extending them to long-context settings has emerged as an important frontier. However, we identify…