EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·27d ago·5 min read
The bitter lesson of browser agents
TL;DR
Browser Use, launched in November 2024, evolved from a basic model to a sophisticated browser automation tool capable of executing JavaScript and managing persistent notebooks. This advancement significantly improved the model's ability to interact with web pages and handle complex coding tasks.
✦ Why It Matters
Explore browser automation tools to enhance your web interaction capabilities today.
Key Takeaways
- Enable models to write their own code for better automation.
- Utilize direct access to CDP for dynamic web interactions.
- Reduce predefined constraints to improve model performance.
- Adopt proven agent harnesses for consistent results.
How It Works
By allowing models to directly access the Chrome DevTools Protocol (CDP), they can dynamically query the DOM, take screenshots, and inspect elements without being limited by predefined states. This flexibility enables models to adapt their actions based on real-time observations, significantly enhancing their ability to automate tasks on web pages.