Deep Learning Weekly: Issue 448

Deep Learning Weekly · 3 months ago

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.