Unverified50% confidenceFactExact time
MemFold's soft memory size does not depend on history length and is size-agnostic.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedMemFold's memory vectors are continuous and differentiable, allowing gradients to backpropagate through the memory interface.63% similarUnverifiedMemFold's soft memory budget is fixed at 256 vectors, and scaling to larger sizes may require redesigning the architecture.55% similarUnverifiedMemFold fixedly uses K=256 continuous vectors, so the model's input footprint does not increase regardless of whether the original history is 32K or 128K tokens.53% similarUnverifiedSimply expanding the context window is not a sustainable solution for project memory problems; structured persistent storage is a more efficient path.53% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1003153API
curl https://kongchang.com/api/v1/knowledge/claims/1003153MCP
get_claim(id=1003153)