Research Goals

posted on 2018-08-22 12:59:00

A Recent Dilemma

Lately, I've been thinking about what I want my next job to be and I've been strongly tempted to pursue grad school. I only fell further down the rabbit hole when I read this tweet by Tony Garnock-Jones:

Reading things teaches people how to write. Analogous, if we are to place programming at the same fundamental level, using a program should teach how it works. But we don't see this.

— Tony Garnock-Jones (@leastfixedpoint) August 6, 2018

This problem is very close to my heart. Yet I'm ill equipped at present to tackle it. That suggests I should pursue a PhD to get better tools but I have some serious concerns about that (above and beyond selling my house). Let me explain.

The State of CS Research

Thinking about CS academics, it seems that most research aims to support building larger systems by improving software:

1. Correctness, or
2. Performance

I feel really weird because neither of those things interest me. Sure, modern software has plenty of bugs and it could always be faster. But software is eating the world anyway.

My Concern

Software is the fastest growing store of "how to" knowledge on earth and is mostly inaccessible, not only to the general population but programmers too.

What do I mean? Well...

There's no such thing as code being "readable", not only because being readable implies assumptions about the context of the reader but also because most programs cannot present a linear narrative! As a consequence code cannot be self-documenting. We should strive to write clear code but suggesting that code is its own documentation is untenable.

I started working on a Nintendo Emulator in Lisp to explore the idea of readable code and see if I could make the emulator source a good pedagogical example of what a computer does. I failed.

My Goals

Now my primary motivation working on the emulator is finding ways to generate an explanation of binaries without just recovering the disassembly. It's the intent and constraints that matter, the shape of the problem, not necessarily the solution the developers wound up with.

Indeed, if we could recover disassembly or even get the original source out of binaries (compilation being an inherently lossy process) that would only get us more code that we would need to comprehend. I.e. More how-to knowledge that isn't readily accessible. Legacy code and software preservation only makes this need more urgent.

I should note that I don't think all software needs to be preserved. I just think it's a travesty that we're 60 years into the project of programming and our tools for asking computers about how programs behave are so poor and so specialized.

Computers could be much greater tools for knowledge dissemination than they presently are because they can execute models. We currently use them to disseminate static knowledge (web pages, PDFs, videos) instead of executable knowledge.

I continue to want to find a way explain code without relying on static methods like documentation, the code itself, or even types and tests. I dream of better tools for communicating and reasoning about the work software systems do than source code.

Putting it in the simplest terms possible:

When I was 8, I desperately wished I could ask my family computer, "Wow! How did you do that?" I still can't today and I spend a lot of time thinking about what a solution should look like.

Footnotes

see also: Peter Seibel and Akkartik, though Luke Gorrie may be a counterpoint

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