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“A little bit of slope makes up for a lot of y-intercept.” – Professor John Ousterhout – Stanford

Origin of the Quote

“A little bit of slope makes up for a lot of y-intercept.” This memorable line comes from Professor John Ousterhout during a lecture in his Stanford CS140 Operating Systems class on January 13, 2012.1,2

Mathematical Meaning

In a linear equation y = mx + b, where m is the slope and b is the y-intercept, even a small positive slope (m) will eventually surpass lines with higher starting points (b) over time. Professor Ousterhout notes this is mathematically obvious.2

Life Application

Beyond math, Ousterhout applies it to life: how fast you learn matters more than what you know initially. People overemphasize existing knowledge and underemphasize learning speed. A modest growth rate overcomes a strong starting position.2

Here’s today’s thought for the weekend. A little bit of slope makes up for a lot of Y-intercept.
[Laughter]

What I mean is that how fast you learn is a lot more important than how much you know to begin with.2

Relevance to Success and Growth

This principle resonates in computer science, career development, and personal growth. Starting early with consistent learning outpaces those with initial advantages but no progress. Comments echo: “If you start early, even with a small slope and a low intercept, you will surpass many with higher intercept but with zero slope.”2

Context: CS140 Course

CS140 at Stanford, taught by John Ousterhout, covers operating systems fundamentals like concurrency, memory management, and file systems. The quote appeared in a Winter 2012 session, aligning with themes of systems evolution and continuous improvement.3,4,6

  • Speakers: Professor John Ousterhout, Stanford
  • Date: 01/13/2012
  • Tags: success, growth, maths, computer science, John Ousterhout, Stanford

 

References

1. https://joiedemoi.wordpress.com/2014/03/28/what-are-the-most-profound-life-lessons-from-stanford-professor-john-ousterhout/

2. https://gist.github.com/gtallen1187/e83ed02eac6cc8d7e185

3. https://web.stanford.edu/~ouster/cgi-bin/cs140-spring18/lecture.php?topic=intro

4. https://web.stanford.edu/~ouster/cgi-bin/cs140-spring20/index.php

5. https://www.scs.stanford.edu/10wi-cs140/notes/l1-print.pdf

6. https://web.stanford.edu/~ouster/cgi-bin/cs140-winter12/index.php

7. http://www.contrib.andrew.cmu.edu/~bblum/thesis.pdf

8. https://peer.asee.org/polyfs-an-extensible-underspecified-pedagogical-file-system-and-disk-emulator.pdf

9. https://web.stanford.edu/~ouster/cgi-bin/cs140-winter13/staff.php

 

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