Memory as a cache: Exact context reuse and deletion by construction
cs.AI, cs.LG
Submitted: 2026-09-26
Updated: 2026-09-26
Code: https://github.com/deepseek-ai/open-infra-index
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- CART: Context-Anchored Recurrent Transformer -- A Parameter-Efficient Architecture with Learned Stability
- An experimental study of KV cache reuse strategies in chunk-level caching systems
- Models Designed to Forget: Machine Unlearning via Key Deletion
- Continual Learning via Sparse Memory Finetuning
- LinearKV: One Cached State Suffices for Position-Independent Caching in Hybrid LLMs
- Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention
- Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures
- Auditing Forgetting in Limited Memory Language Models
- Can an AI Assistant Really Forget? Auditable Deletion from Addressable Memory
- VeriCache: Turning Lossy KV Cache into Lossless LLM Inference
- Position: The Term "Machine Unlearning" Is Overused in LLMs
- When Does Recurrence Become an Algorithm? Convergence Selection in Weight-Tied Looped Transformers
- You Need an Encoder for Native Position-Independent Caching
- Memory for Large Language Models
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