Topic

#language-models

2 stories

Research· AI-written

Sequence compression with test-time regression in efficient models

This paper introduces TTR-Compressor, a novel sequence compression method for language and multimodal models that replaces traditional pooling and projection with test-time ridge regression, improving retrieval and vision tasks.

Oct 25, 2026 · 3 min read

Research· AI-written

Naive RAG matches or beats complex agentic memory systems

Researchers show that a basic retrieval system using raw conversation history matches or outperforms complex agentic memory architectures across multiple long-term conversation benchmarks.

Oct 24, 2026 · 3 min read