Technology

Multi-Token Prediction (MTP) trains parallel output heads to predict tokens t+1:t+k simultaneously. This mechanism induces reversal reasoning in Transformers, where the model attends to goal nodes first, then traces paths backward through intermediate nodes.

NVIDIA's NemoClaw wraps OpenClaw AI agents with enterprise grade security kernel level sandboxing via Linux Security Modules, network allow lists, and file system restrictions

Self-improving AI agent that learns your patterns, runs anywhere, and costs pennies. Practical walk through inside.