Xanadu's quantum compiler Catalyst, built for the PennyLane library, accidentally became an LLVM compiler for JAX when users fed it pure JAX NumPy code without quantum instructions, bypassing XLA to l…
Imbue AI released Catalyst, an open-source framework that implements a discovery loop for AI agents to autonomously propose, test, and refine formal theories from data. The system uses a state-machine…
PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry, offering tools from inspiration to implementation. The platform features a…
PingCAP argues that Databricks' newly introduced LTAP architecture is not a breakthrough but a validation of the HTAP architecture that TiDB has provided for years. The company states that AI agents, …
Vivek Chibber argues that artificial intelligence is unlikely to cause permanent mass unemployment, but without state action and class struggle, automation will deepen inequality. He notes that past t…