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TouchWorld achieves a 15.7% and 18.5% improvement in success rates for dexterous manipulation tasks, showcasing the power of integrating tactile feedback with predictive planning.
Memory systems struggle to adapt as user profiles evolve, with over 93% of failures linked to memory retrieval rather than response generation.
A fault in one GPU process no longer needs to crash them all: this paper introduces mechanisms for fault-resilient NVIDIA MPS, enabling more robust multi-tenant GPU clusters.
Solve SMoE load balancing at inference time without retraining by replicating heavily used experts and quantizing underutilized ones, achieving up to 1.4x imbalance reduction.
