AI law faces innovation test

Anthropic Has Committed More Than $100 Billion to AWS, and Its Prospectus Could Reveal More Details About This Contract

Key PointsAnthropic committed on April 20 to spend more than $100 billion with Amazon Web Services over the next 10 years.

3h ago ·nasdaq.com

Local Embeddings vs. API Embeddings — Why I Chose sentence-transformers

Every RAG pipeline needs to convert text into vectors. The question is where that conversion happens. You have two options: run an embedding model locally on your own hardware, or call an API that…

• Local model requires CPU resources, can bottleneck large-scale ingestion
• API-based embedding from Voyage AI used for production-level tasks

3h ago ·dev.to

Freeze the Retry Budget Before the Percentage

A coding-agent pass rate without a published retry cap is an incomplete measurement rather than a fair comparison. Hidden extra attempts inflate success in the same quiet way extra minutes inflate a…

3h ago ·dev.to

Compare Against the Schema They Shipped, Not the One You Expected

My harness flagged the model for sending the wrong arguments. It compared what the model actually sent against what the run had committed to in advance, and they did not match. The mismatch was real.

3h ago ·dev.to