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John Baez
Different sciences keep rewriting the same equations; a mathematician's job is to recognize them

John Carlos Baez · blog Azimuth (named after the environmental-science collaboration, the Azimuth Project, that he launched in 2010) · American mathematical physicist, professor of mathematics at UC Riverside · still active: first post 10 July 2010, latest 20 September 2026; the site's sitemap lists roughly a thousand posts, and the sidebar categories count 657 in "mathematics", 273 "physics", 192 "networks", 162 "climate" · How the posts were chosen: there is no best-of page, and the 2013 Azimuth Blog Overview is only an index of series. For this page I sampled 247 posts and counted internal backlinks (the posts cited across years are mainly Quantropy and Classical Mechanics versus Thermodynamics, the latter cited from 2012 all the way to 2021), and also looked at comment counts (Quantropy 124, Why Google Gave Up 104, What To Do? 76) · This page is based on a full reading of 16 of his own posts, spanning 2010-07 to 2026-09: 8 from the earliest period (the first 20% of the timespan, 2010-07 to 2013-08). The blog turns twice: around 2015–2017 from climate and energy toward applied category theory, and from about 2022 increasingly back to pure mathematics, physics and music theory. Posts from both sides of both turns were read

In January 2012, a fifty-year-old mathematical physicist wrote this on his blog:

It came as a bit of a shock last week when I realized that some of the equations I’d learned in thermodynamics were just the same as equations I’d learned in classical mechanics—with only the names of the variables changed, to protect the innocent.Classical Mechanics versus Thermodynamics (Part 1), 2012-01-19

The next line was a single sentence: "Why didn’t anyone tell me?"

He meant the two equations physics students love most (Hamilton's equations, which fit all of classical mechanics into two lines) and the pile of equations they hate most (the Maxwell relations of thermodynamics, many of them and hard to remember). He showed that the first are a special case of the second, derived in exactly the same way: you just call "position" entropy, "momentum" temperature and "time" volume. He hoped this would make you like the Maxwell relations more, instead of liking Hamilton’s equations less. Nine years later he was still thinking about it, and in 2021 he gave a physics colloquium on it.

John Baez has been writing things like this for more than thirty years. In 1993 he started a Usenet column, This Week's Finds, before the word "blog" existed; in 2010 he started Azimuth and moved the column into it. He launched the blog from an airport lounge in Los Angeles at midnight, waiting for a 1:40 am flight, and wrote down why he was changing course: the deep secrets of math and physics can wait, and other things can’t. The Earth was in serious trouble, and he wanted to know what a mathematician could do about it.

Reading sixteen years of it, his answer turns out to be that same question, "why didn't anyone tell me?" His core intuition is that nature, and the human sciences that study it, keep reinventing the same structures under different names. Chemists draw reaction networks, electrical engineers draw circuits, ecologists draw energy-flow diagrams, epidemiologists draw stock-and-flow diagrams, physicists draw Feynman diagrams. In 2011 he laid them side by side and wrote that "people from different subjects are reinventing the same kinds of diagrams". If mathematics could unify them (his tool was category theory, the mathematics of how things fit together), it might help biology and ecology the way it has helped physics. He gave this not-yet-existing subject a name: green mathematics.

The same intuition took him a long way with entropy. He insists that entropy is not "disorder" but the amount of information you don't know but in principle could learn: hydrogen gas at room temperature and pressure hides about 23 unknown bits per molecule. Following that thread, he lined up the replicator equation of evolutionary biology with Bayesian updating in statistics. A population can be seen as a hypothesis about how to survive, and natural selection updates it by Bayes' rule. Evolution is a form of learning.

This approach has a cost. In 2011 Eliezer Yudkowsky told him in an interview that millions of people already work on the environment, so his marginal contribution there would be smallest. Baez wrote a long, serious reply, whose last line was: "One can, of course, easily fool oneself into thinking one knows." In 2015 he wrote himself that formalizing engineering diagrams was not expected "to immediately help the practitioners"; mathematicians would benefit first. And by 2026 his newest posts are about the E6 root polytope, octonions and the Standard Model. The things that "can wait" have come back.

But if you take one thing from him, take the question: has this thing I learned in one subject already shown up in another subject under a different name? With that question he went from thermodynamics to mechanics, from chemistry to epidemics, from musical tuning to evolution. His blog is a sixteen-year public demonstration that the answer is usually yes, and usually nobody told you.