A question-answering program capable of holding a conversation about what happened when. (Class project based on Longuet-Higgins's book Mental Processes.)The hybrid numbers of microwave ovens
Microwave ovens measure time in strange and wonderful ways: you can type in three minutes as 3:00— but also as 2:60! In this article, I explore the properties of this number system and its relationship to another numbering system, binary coded decimal (BCD).Social queues
My friends and I have developed a useful strategy for working together. Social queues provide short one-way conversations that enable you to tell someone else that you'd like to talk to them, without interrupting their focus if they're working hard on a problem.How to cross the street
By optimizing my walk home, I've discovered some beautiful graphs and an unexpected conclusion.The Internet commons
In this essay, I argue that online surveillance endangers our basic freedoms; a direct solution should target exploitative organizations, not the people who built the free-of-charge, communal Internet.Cyclic poetry
This fixed-verse poetic form, invented in the 12th century, has beautiful hidden symmetry. I depict the symmetry several ways and generalize it, defining a family of new poetic forms.Paint, moondust, and electrons
A visualization of how material and lighting can affect brightness. (A four-variable oriented nomogram with transparency.)Klein bottle folding instructions
I found a way to depict a four-dimensional Klein bottle using a similar ambiguous technique. Here, you can see the neck of the bottle bypass the inner surface without piercing it — an impossible feat in three dimensions.Conversational code
To solve a puzzle about a conversation, I converted the conversation into an interpretable program. When you describe a problem in this new puzzle-language, the resulting code looks like a natural language conversation and, when run, will find the solution.Empirical Pokémon typing
How would you experimentally determine the Pokémon type chart
if you didn't already know the types and their interaction strengths?
(October 2018) pokémon, ai
Solving a subletting problem with an elegant payment protocol. (August 2018)Polyhedra in knots
Drawing Celtic knots using platonic solids as the underlying shape. (September 2018)Crossing strategies
A well-known puzzle asks for a least-time strategy for a group of people to cross a bridge in pairs with a flashlight. With a combination of search and some astonishing computer-automated algebra, we can get insight into the general case. (August 2018) [draft code]In Plain English
This script explains medical terms by breaking apart their etymological roots. It translates Latin-based jargon into familiar words that anyone can understand.Three of a kind
I use a variety of conceptual, programming, and mathematical tools to investigate a card game puzzle.Parsing Latin poetry using constraint satisfaction
In Latin poetry, the length of each syllable is determined using rules regarding nearby letters and accent marks on the vowels. This program allows you to input Latin poetry without accent marks; it then intelligently guesses the accent marks by assuming that the poetry follows a specific metrical form known as dactylic hexameter. latin, programmingSwift suffixes
A lightning-fast tool for looking
up Latin verb endings. You can type any combination of English
(“we will/should have been -ed”) or grammatical terms (“3i
subjunctive passive”) to get a tailor-made table of relevant
Parables about life and identity. Updates some Fridays.Short essays on life and death
A collection of short essays outlining some moral issues concerning life and death and what we can do about them today.Songs for life
A cultivated collection of songs that are variously life-affirming, immortality-positive, futurist, and/or socially conscious.A roadside refueling relay
We nearly ran out of gas while driving between states!
This usually means walking to the nearest gas station
and back. In this article, I devise the optimal cooperative
This compound nomogram enables you to compute the concentration of a mixture of two solutions at different concentrations.chemistry, nomography, programming
A picture of the relations between complexity classes. As shown in
the key, containment goes in the upward direction. Solid lines
indicate equality; the axes are time/space, difficulty, and
complementation; and the hardest problems for each class are written in
(See also: Hasse diagrams on Wikipedia.)
The Jewish law prohibiting mixtures of meat and milk has the same algebraic structure as the rules for which blood types are compatible donors.The Autosearch Engine
A search engine which searches itself. Reminiscent of Minsky's Ultimate Machine.Quantum operators as coordinate systems
Quantum measurement becomes easier to explain when you think of each measureable quantity as a coordinate system — which, in a precise way, is what an eigenbasis is.Kinsey Arithmetic
Converting genders and orientations into numbers allows you to
estimate relationship compatibility using arithmetic.
Also Kinsey Strings: Using pushpins and yarn to depict compatible attraction.
By expressing human relationships in terms of relational algebra,
I discover that monogamy is like unitarity, stepchildren and
children-in-law are dual concepts, and your spouse could
reasonably be called your self-in-law.
When you type an English word, the system explains how to pronounce it using simple English words — rather than using more precise but arcane phonetic systems such as IPA. (Pronunciation data comes from CMU's pronouncing dictionary for American English.) programmingGuess that Pokémon
In this game, you think of a Pokémon and the program asks you questions to determine which Pokémon it is; it wins in at most nine questions (Generation I) or ten questions (Generation I & II). Beyond the game itself, this project is interesting because I extract Pokémon trait data directly from the Yellow/Gold ROMs respectively, ensuring that my data is correct. With this trait data, I use a greedy algorithm to construct a short decision tree of questions to ask. Because I restrict the set of questions to common knowledge (about types, evolutions, and so on), the guesser generally requires one more question than it would if it were playing optimally — but as a consequence the game is, presumably, more fun to play. pokémon, aiDetermine electron dot structures using logic programming
This short Clojure program solves a class of introductory chemistry problem using logic programming instead of the usual tedious method taught in classrooms— namely, manual trial and error. The use of a programming language — and constraint terminology in particular — makes the description of the task unambiguous. Programs like these demonstrate why computational thinking belongs in all classrooms. clojure, chemistry, education, programmingA matrix formulation for Lewis structures
I show how molecules can be represented as a kind of adjacency matrix. In particular, the properties of lewis structures (polar character of bonds, formal charges, etc.) can be read off as properties of the corresponding matrix.The null space's insight into balancing chemical equations.
You can balance chemical equations automatically by calculating a basis for the null space of a “chemical composition” matrix. The method is useful because the calculations are automatic, because the method is always applicable, and because the null space reveals a wealth of useful detail about the space of possible answers.A functional tree-drawing algorithm
I re-implemented the code from Andrew Kennedy's paper Drawing Trees, in which the author adduces four aesthetic criteria and designs an elegant, recursive tree-drawing algorithm to meet them. clojure, quantitative design, functional programmingSymbolic integration & Geometric analogies
Two groundbreaking AI programs— Jim Slagle's integration program and Tom Evans's geometric analogy program — showed that computers could perform tasks that many believed only smart humans could do. In particular, they exemplified the possibility and the power of programs that make educated guesses. In order to make these programs (and the ideas surrounding them) available to a wider audience, I've implemented both of these programs in modern programming languages. (good old-fashioned) artificial intelligence6.034: Introduction to Artificial Intelligence
Since 2012, I have been a teaching assistant for MIT's introductory AI course (6.034). During that time, I've produced some runnable demonstrations of the different concepts we study; these demos, along with other miscellaneous school-related doings, are available at my MIT page: http://web.mit.edu/dxh/www. artificial intelligence, MITThe Mythos of Death
In this essay, I affirm the following view: All people are entitled to
live a healthy, flourishing life, to determine in what ways they will
grow old, and to decide how and when they will die. A just society
should exert tremendous effort in promoting this entitlement to life,
defending its citizens from aging or dying against their will, and
respecting the choices that they make in this matter as sacrosanct. No
society currently meets this standard. We will require new tools to
bring about this human right, and undoubtably it will be costly
— but the injustice of the alternative is clear and compelling,
and emerging technology makes success an genuine possibility if we
strive for it.
In my observation, our societal taboos contribute to muddled beliefs about death (e.g. beliefs about selfishness, “the natural order”, and preordained lifespans), and those muddled beliefs, in turn, present the biggest obstacle to securing a society which promotes this entitlement to life— or even one which notices the problem. an essay, mortality
Nomograms are too interesting to summarize in such a small space. Briefly put, nomograms are diagrams that help you compute the solution of an equation of three variables— even very complicated ones — by converting the analytic problem of solving for one of the variables given the other two into the 2D geometric problem of finding where a line between two curves intersects a third curve. The result is a two-dimensional representation of the equation where you can read off solutions using only a straightedge; all the complicated relations are implicitly encoded in the particular shape of the curves. mathematicsSetting a poem to music
I wrote a tune to accompany one of my favorite poems, E.E. Cummings's anyone lived in a pretty how town. a songThe sound of blue skies
The sun emits light of various frequencies which scatters in Earth's
atmosphere, producing a lovely characteristic blue color. I took a
table of blue sky spectral data and resized the visible frequencies
(400-700 THz) into audible frequencies (around 400-700 Hz).
This is the result — a chorus of blue.
Note: The blue color of the sky results when the radiation of the sun (effectively a 5600K blackbody) becomes scattered by small particles in the air (Rayleigh scattering). rayleigh scattering
This clock maps the twelve divisions on a clock to the notes of a twelve-tone scale, allowing you to hear the current time as musical intervals. music, clocksLife, in short.
I depict a generic human lifespan as a 12×90 grid of provocatively tiny squares, each representing a month. It enables you to project your own life onto the smallish grid, noting the spatial location of different milestones, measuring the amount of life you've accumulated so far, guessing where in the grid future events may happen, and ultimately to contemplate how short life is, even when it's as long as our best modern technology allows. After all, it's a rare person indeed who won't fit in this grid. a sort-of art project, mortalityPólya's Toggling-Locks Puzzle
Load EPUB-format ebooks from your local computer or from any URL. I use this in conjunction with the previous program to access and read my books from any computer that has an Internet connection and a web browser. ebooks, server cultureArithmetic with finite fields
Mathematicians are often rightfully accused of showing their results in elegant final form without showing the methods and dead ends by which they arrived at them. In this tutorial, I attempt to explain what an exterior algebra is in terms of our intuitive real-world understanding of geometry and space. I've attempted to motivate each definition this way, using pictures and eschewing jargon and formalism wherever possible. a tutorial, mathematics, algebraDrawing simple-alternating-transit mazes
A fun program for drawing simple-alternating-transit mazes, which are nonbranching mazes of a particularly simple kind that exhibit particularly inscrutable patterns. recreational mathematics, mazesMarvin Minsky's Society of Mind
This was a project I started after being a teaching assistant for Marvin Minsky's AI course Society of Mind. It's a simple online version of the book Society of Mind which I converted from a multimedia CD edition of the book. The online version, like the multimedia CD, contains great video interviews of Marvin alongside the original text, which is itself a rich source of thought-provoking ideas. mit, aiAaron Sloman's interview transcript
I wrote the first draft of a transcript for this interview by Aaron Sloman, a mathematician-turned-philosopher whose work in artificial intelligence attacks questions of impressively broad scope— he asks questions about how virtual machines evolved and in turn influenced the environment in which other virtual machines evolved, how the nature of chemical computations and other exotic architectures might help to explain how brains compute (and why von Neumann machines are a flawed paradigm), and how primal spatial reasoning skills and an eye for affordances eventually led to works like Euclid's Elements, the first explicit codification of that spatio-geometric knowledge. aiA category-theoretic view of inductive reasoning
In this short piece, I present a poset category in which the commutation law is just Bayes's Law. Enriched versions of the category provide a glimpse of the fundamental properties that plausibility values must satisfy (in particular, you can quantify plausibilities with values drawn from rather simple spaces — you don't need to use the entire idiosyncratic aparatus of the real numbers or even a σ-algebra.) mathematics, category theory, probabilityRemembering Marvin Minsky
A few web resources collected to commemorate the brilliant, kind,
redoubtable Marvin Minsky.
I sketch an idea I had for a program that builds and debugs bespoke cryptographic protocols by drawing upon a library of techniques and common bugs. (This idea is heavily inspired by Sussman's HACKER thesis.) As a benchmark test, it would re-derive familiar protocols such as asymmetric-key cryptography, oblivious transfer, and so on, merely from the specification of the problems. programming, ai, cryptography