
Ibrahim Makanjuola
95 posts

Ibrahim Makanjuola
@iMaksxAI
Software Engineer (AI/ML | Full-Stack | Cloud | Robotics) || Editor @MSSNLASUEpePen || Lead Engineer @RetGrow || Building Intelligent Systems



Is MacBook really the best choice for people in tech or y’all are just using it for the aesthetic?






















Can a language model learn, end-to-end, what to keep in its own KV cache and what to throw away? Can it learn to forget while it learns to reason? Deep learning's central lesson: capability emerges from end-to-end optimization, not heuristics/strong inductive biases. But for efficiency, we rely heavily on hand-designed approaches. 🗑️ Introducing Neural Garbage Collection (NGC): we train a language model to jointly reason and manage its own KV cache, using reinforcement learning with outcome-based task reward alone. No SFT, no proxy objectives, no summarization in natural language. New paper with @jubayer_hamid, Emily Fox, and @noahdgoodman!












