Articles tagged: "flow-matching"
-
Eradicating Syntax: Building a Neural Universal Machine That Executes Graphs, Not Code
Our GNN autoencoders achieved 81% node accuracy on Ruby ASTs yet produced 0% valid code. The culprit was the literal value bottleneck — nearly half of every AST consisted of...