AI makes the first 80% of development feel fast, but hides architectural complexity until it's too late. To prevent system ...

LLVM powers the core development tools, operating systems, and most applications at Apple Computer, where it long ago ...

If you came up building software in the 1990s or early 2000s, you remember the visceral satisfaction of determinism. You wrote code. The compiler analyzed it, optimized it, and emitted precisely the ...

In 1952, Grace Hopper sat in front of a UNIVAC I and got tired of copying subroutine addresses by hand. Programmers at the time wrote raw machine code, looked up memory locations from a paper library, ...

A small, statically-typed programming language and its compiler, written in idiomatic Rust. Lumen takes a program through a full, explicit compiler pipeline (lexing, parsing, name resolution, type ...

Abstract: Graph Neural Networks (GNNs) have achieved remarkable success across domains such as recommendation and scientific computing, yet their practical deployment remains constrained by high ...

With increasing model complexity, models are typically re-used and evolved rather than starting from scratch. There is also a growing challenge in ensuring that these models can seamlessly work across ...

Algorithm design and scientific discovery often demand a meticulous cycle of exploration, hypothesis testing, refinement, and validation. Traditionally, these processes rely heavily on expert ...

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Over the past decade I have been involved in several projects that have designed either instruction set architecture (ISA) extensions or clean-slate ISAs for various kinds of processors (you will even ...