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Opinion

Scaffolding as Catalyst

As with the huge hotel and condo complex being constructed adjacent to the building where my office is located, tools for building new systems often require temporary scaffolding to reach the point where the intended system can support itself.
Research and Advances

Achieving High Performance the Functional Way: Expressing High-Performance Optimizations as Rewrite Strategies

We show how to employ functional programming techniques to solve with elegance the challenge of using a high-level language to describe functionality and a separate schedule to specify how the program should be optimized.
BLOG@CACM

Using GitHub CoPilot is Like Having a Superpower

With the advent of Large Language Models (LLMs) and tools like GitHub CoPilot, I think we’re a step closer towards a world where software can be created by anyone. In fact, my colleague Brad Myers, who has investigated end-user programming for decades, believes that CoPilot is the biggest change to programming since Google search. I think this may be understating things. We’re going to see a wave of new kinds of software programming tools based on LLMs, and they will be transformative in how developers build and evaluate computer systems.  

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