Deep Learning Weekly: Issue 448
Deep Learning Weekly Miko Planas ● Covered by 2 sources
This week's deep learning newsletter covers Cursor's Composer 2 coding model scoring 61.3 on CursorBench, Google's TurboQuant achieving 6x memory reduction with KV cache quantization, and various AI agent developments including MolmoWeb's 78.2% WebVoyager performance and new research on agent memory systems beyond RAG. The most concrete detail is TurboQuant's 6x+ memory reduction to 3 bits with 8x attention speedup on H100s. These developments enable more efficient AI models and improved agent systems for coding, web automation, and long-horizon reasoning tasks.
Why it matters
Cursor's Composer 2, TurboQuant: Redefining AI efficiency with extreme compression, a paper on Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation, and many more!