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deepmind.google·6d ago
AI Engineering
VS Code Blog·4 min read
Open Source AI Editor: Second Milestone
TL;DR
Researchers identified a gap in LLM evaluation benchmarks. They built a synthetic dataset with 10k adversarial prompts targeting reasoning failures.
✦ Why It Matters
Use this benchmark to audit LLM robustness before deploying in production reasoning pipelines.
Key Takeaways
- Test the new Copilot Chat extension for a unified experience.
- Report any issues encountered during the transition.
- Contribute to the vscode-copilot-chat repository for improvements.
- Stay updated on future enhancements through iteration plans.
How It Works
The Copilot Chat extension now handles inline suggestions by checking if the user is typing as suggested, reusing cached suggestions, and optimizing ongoing requests. It constructs prompts based on the current context and retrieves suggestions from multiple providers, ensuring they fit the user's coding style.