· 3 items
arXiv ↗
Hybrid AI Patterns: Thirteen Ways to Couple Language Models with Rule…
- What
- A new framework defines thirteen distinct patterns for coupling language models with rule engines.
- Why
- It provides a clear architectural taxonomy for building hybrid neuro-symbolic systems.
- Impact
- Improves architectural patterns for agentic applications.
arXiv ↗
Glance: The Generator Is Its Own Reranker
- What
- Glance equips the generator with a lightweight decision adapter and pointer head to score candidate passages.
- Why
- It eliminates the need for a separate reranker model in retrieval-augmented generation pipelines.
- Impact
- Speeds up RAG pipelines and reduces inference memory overhead.
arXiv ↗
Retrieval as Traversal: Value-Indexed Memory for Stateful Long-Contex…
- What
- Retrieval as Traversal introduces value-indexed memory for stateful long-context agents.
- Why
- It addresses the limitations of global attention and recurrent compression in handling memory stores.
- Impact
- Enhances memory architecture for long-running voice agents.