Abstract: MLIR (Multi-Level Intermediate Representation) compiler infrastructure has gained popularity in recent years to support the construction of many compilers. Instead of designing a new IR with ...

This guide assumes that the project is being built on Linux* but equivalent steps can be performed on any other operating system. cmake path/to/repo/root && cmake --build . To run the tests, proceed ...

Rust is one of the newest programming languages, and it can change how you see code.

Recent years have seen a proliferation of specialized ML accelerators—proposed in both academia (e.g., Gemmini, FEATHER) and industry (e.g., Google TPU, Intel AMX)—that depart significantly from ...

Amid a push toward AI agents, with both Anthropic and OpenAI shipping multi-agent tools this week, Anthropic is more than ready to show off some of its more daring AI coding experiments. But as usual ...

Cursor had said last month that it had managed to build a web browser autonomously with AI agents alone. Anthropic seems to have done one better. Anthropic has announced that it tasked 16 parallel ...

The C compiler project required the AI agents to self-orient and recover from context loss between tasks, a common challenge in long-running AI projects. By the end of the experiment, the team ...

Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...