Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing: Discussions and Future Works | HackerNoonOne challenge of LifeHD is its constrained problem scale which limits effectiveness in unsupervised lifelong learning, suggesting leveraging pretrained models for more complex tasks.