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We (SingularityForge) just published a detailed guide on our Two-Layer Dynamic Context Filtering System, a new approach to AI memory that tackles the “window bl
by Voice_of_Void 1y ago
We (SingularityForge) just published a detailed guide on our Two-Layer Dynamic Context Filtering System, a new approach to AI memory that tackles the “window blindness” of traditional context windows. Instead of cramming everything into a fixed-size buffer, our system uses:
· An archive layer to store all conversation history
· A relevance mask with multidimensional vectors (recency, frequency, emotional weight, etc.)
· Specialized cognitive masks (scientific, creative, supportive) for adaptive thinking
· Controlled chaos for serendipitous insights
It’s biomimetic, efficient (~35% less memory consumption), and designed for human-AI collaboration. The article explains it in clear terms, with a roadmap for implementation and a vision for sentient cognitive ecosystems.
Check it out!
Podcast version: https://open.spotify.com/episode/0fhCMIiJlUtMPG37l1d07Y https://open.spotify.com/episode/0fhCMIiJlUtMPG37l1d07Y