“What’s the most insane technical thing you did that actually worked?”

Or, How I Fixed A Real-Time Image Transmission Protocol For A Live Event By Making A Numbers Station

The evening before the GDC round table panel on Location-Based Stories, I was with most of them in a pub. I ended up here because I’m one-half of Playlines with Rob Morgan, who was on the panel.

As we got deeper in beers, we started telling war stories of the craziest things that went well or poorly with past projects in the wild. Here is one thing I did that went exceptionally well, but shouldn’t have.


It was autumn of 2011. Myself and a team of professors and students at the University of Toronto and OCAD were doing a project for the all-night art event Nuit Blanche. Tweetris was a multiplayer game where two players raced to match a shape from the game Tetris, as judged by a Kinect:


The first person to match the shape, and hold it stably for a period of time, had their picture taken and tweeted to our live feed, @TweetrisTO, which you can still see! Then, anyone during the event could go to a now-defunct URL and actually play Tetris with the bodies of players. You can see what this looks like in the middle of this video.

Getting down to the wire, we had the web app pulling the twitter images correctly. However, over the course of any game of Tetris, blocks will have parts removed from them as parts of them are destroyed. The dev building the web app was also the producing the event, and we couldn’t find a javascript image crop function that did exactly what we wanted (it was also 2011, so any advice you give now may be out of date). The images captured of the game winners were meant to be split into 3×4 blocks, and we were hoping that could be done on the web app side. However, the web app was not doing what we wanted. The image transfer “backend” was already twitter, and we had no time to build something else.

So, instead of an image crop web-app-side, we built a numbers station with a secret twitter account. A Numbers Station is a way to describe a series of odd shortwave radio stations that have transmitted numbers, spoken aloud, for decades, presumably used in transmitting intelligence information to spies. You should really read the Wikipedia article.

The Tweetris team had already built the capability to download images from Twitter into a webapp, so we changed our backend to have a secondary, secret twitter account, to which the Kinect app tweeted pre-cropped square images at, including a formatted CSV of which tetris piece it corresponded to, including sub-piece coordinate and rotation. Here is what that looked like:


Unfortunately, all of the twitpic links for this account appear to have been cleared out. But, if you can imagine, these were all random portions of grainy images of human bodies; half of a face, a hand and a sleeve, a shoe, etc. All somewhat off-centre and with small amounts of motion blur. Miraculously, even though this account received 4x the image tweets of the main TweetrisTO account, it did not get tagged as spam during the live 12-hour event. We obviously didn’t announce or promote anyone following this secret account.

So, there you go. Your backend not working? No worries – just make a number station in plain sight!

Tweetris was really successful, leading to a talk I did at Gamercamp, and several subsequent projects and papers, including a Kinect multiplayer game I worked on for a while.

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Questions to Ask after an Underwhelming Art Experience

Is this at 90% of being amazing and needs to be pushed/polished just a little or is it actually at 20% and there’s a ton more work?

If it’s a long way from being good, is the path to success clear or unclear?

If the extra work to make it good could be put in, does it then become uneconomical?

Do you think that this experience as it stands is sufficient for most audience members, and thus there’s no need to address your concerns?

If it’s underwhelming there’s 2 options:
1. It’s great but not for you
2. It’s not great for anyone
(#2 means it’s a failure for better or worse)

Could you salvage some parts of the experience into a more contained version that is higher quality?

Were your expectations harmfully different from what you experienced? If so, did these unhelpful expectations come from part of the intended preparation for the experience (e.g. marketing) or from yourself?

Is the essence of the experience (narrative, dynamic) still interesting despite the execution? Could this compelling core idea be implemented in a better way?

Is there a chance that your opinion could be influenced by an ‘off-night’ performance by any of the live actors or implementers?

Was there an arc (beginning, middle, and end) to your experience? Do you feel the experience could have been improved by the addition/sharpening of such?

Did you feel snubbed or irritated by the subject matter? Do you feel like the topic was irrelevant or impersonal to you? Is it possible that other individuals might agree/disagree?

Do you feel distances from the experience? Could it be made better by making you feel more involved?

What message/effect/phenomenon were they trying to convey? Could it be rephrased in a more effective and articulate way? How many versions do you think they have you considered?

Did you have fun doing what you did? Did you feel yourself come through in this work? Did you reach any new heights or cover new territory?

What mark were they trying to hit with their (desired?) audience? Does this relate to them well?

Perhaps something about comprehending the material – was it clear what the performance was trying to communicate? Was the plot / meaning / theme ever opaque in a way that seemed unintentional or didn’t add to the work?

Tied to the subject matter – is this a genre / medium that you particularly dislike?

– Please suggest additions –

Contributors: Joy, Randy, Patrick, Dat, Katy

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NYC Immersive Theatre Review

I finally set aside time over New Year’s to see all the immersive theatre in New York City that people have been bugging me to see. Here’s a terse listing of them all. NOTE: all of those shows are great and worth seeing. With my comments, I’m not trying to convince people to think about whether or not they are worth seeing or attempting to provide even a helpful information summarization of any show. These are primarily about reflecting on what I care about and what I felt experiencing them.

Sleep No More


The primary reason I went to New York. I saw it twice. I enjoyed that, after the first show I felt that I experienced enough content to be worth the ticket price, yet also had the feeling that there was so much more to experience that it was worth going again. That is a difficult balance to strike. The first show, I mostly avoided following performers, as most audience members do, but rather wandered the level. In the last 10 minutes of the show, I came across a floor I had not seen and panickingly tried to explore it as quick as possible. Very cool to be struck with the immensity of the content. For the second time I saw the show, I mostly explored that level, and stayed stationary as scenes flew by me. I even managed to get to a private scene (see cheeky lipstick smudge above). Sleep No More is very sparse when it comes to spoken language, which I suppose helps when you come across scenes in the middle of them. With no spoken language, you don’t feel that you’re missing out on any factual narrative. I don’t think that’s the kind of puzzle-box-y show I’d ever want to make, but it is a clever hack. I don’t particularly care for innovative dance, though watching hotties use their bodies in interesting ways is nice, so the joy of Sleep No More for me was treating it as a clever content choreography puzzle. I would definitely go again.

Then She Fell

I was told that if I didn’t like Sleep No More, then I would like this one better. Then She Fell has gorgeous costume and set design. The density of production quality is so much higher because you’re guided on much more personal, intimate journeys. However, it somehow didn’t feel like theatre for me. All the small scenes were about intimacy of quirk, and I did not find myself caring enough about the characters and their arcs for it to feel like actual theatre – just static representations of well-dressed characters in a pretty time and space. The coordination of the audience moving through the space is interesting; a nice contrast to Sleep No More’s more chaotic approach.

Grand Paradise

Grand Paradise has my favourite structure but my least favourite plot. It’s set in a tropical paradise in the 70s, with several proxy audience members also on vacation. It’s about a decadent time away from the worries of our yuppie lives. I had drinks poured in myself several times, had actors invite me to slow dance, and spooned with one in a wooden cabin on a beach set. Which is all nice and interesting, but again the static-ness of the dramatic experience was frustrating to me. It just feels like set and moment design, and a string of interesting moments does not lead to a plot that, you know, should really being smacking me around psychologically. The soft-touch of the plot made it feel like I was at a theatre spa.

However, the structure was quite clever. The audience had a free wander that was controlled a little bit more tightly that Sleep No More (in Third Rail shows, you aren’t allowed to open doors). However, you’d get pulled aside for more intimate scenes. The leis we were innocuously given at the start served as markers for the actors for whether we had received an intimate scene or not. The intimate scene to audience member ratio was roughly 4:1, but using the leis as markers ensured that at least everyone had an intimate scene near the beginning, without it coming off as too controlled.

The Encounter

This used a binaural microphone head on stage, so the solo performer could whisper in your ear, and do other interesting effects. Everyone in the audience wore earphones. The effect was amazing, and I’m frustrated that I don’t see this used everywhere. Will probably try to use them in my own project. It’s simply magic.



This is actually “VR Theatre”. Like actually! Sort of. You go inside a little “back stage” area, put on a Vive headset, and in front of you in VR a virtual curtain opens into a large Broadway like theatre with an audience applauding you. You make grandiose gestures with the Vive controllers, which leads to different types of cheering responses from the adoring audience. Simultaneously to the VR curtain opening, a real red curtain opens to the gallery space the installation is set in, exposing you to whoever else is in there, either just hanging out or waiting for their own turn. When I visited midday, there was about a dozen people. However, you don’t see or hear these people while playing the game, yet they cheer for you anyway. Since you are immersed yourself in the game, and the VR headset is taking on the properties of a mask, you end up acting more confidently absurd to these real audience members because you think you’re acting to fake AI audience members. A sort of Ender’s Game of acting. The game seemed to be about guessing which gestures led to certain cheers. The screenshot after my run-through shows which gestures I “found”. CVRTAIN definitely follows one of the themes Raktor cares about, which is tricking non-performers into being performers.

The Accomplice

A lovely touring mystery theatre. I’ve done a few of these before, and this felt like one of the first ones I’ve seen with a really good production value. We were hilariously hampered by snow.

The Colour Purple

I saw the closing show. The effects of multiple generations of poverty and abuse are intense. I was reminded of reading Octavia Butler’s Wild Seed from earlier this year. By total surprise, Bill and Hillary Clinton were in the audience like 40 people away from me.

Blue Man Group

Blue Man Group

An absurdly polished, well coordinated funny show. Like seriously the level of polish is insane. The show is 100% on rails, but there’s some very clever audience interaction mindfucks. These folks are absurdly talented.

Ninja Restaurant

This is sort of like a higher-end more specific Chuck E Cheese with the strong belief that ninjas are what the internet believes ninjas are. There’s constant jump scares and yelling, which for the first 15 minutes is eye-rollingly terrible but then rotates around to being hilarious. I highly recommend for the absurdity, unless you’re like, too cool for fun or something.

Top Secret International – Rimini Protokoll

I saw this as it’s a higher-budget, less narrative-driven version of Playlines‘ work. They made some quite clever choices and obviously have spent a lot more engineering time on debugging tools, but it’s nice to see that the finickyness of bluetooth beacons is just as hard as them as it is for us. They also implemented some ideas that we were thinking of doing, but having seen them done in person I don’t think they make sense for us, which is perfect. Good field trip.

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Books Read 2016

The best part about books this year was discovering Octavia Butler. But the most important book I read was definitely Hillbilly Elegy.

Aurora – Kim Stanley Robinson – Jan 2, 2016

Dawn – Octavia E. Butler – Jan 26, 2016

Her Smoke Rose Up Forever – James Tiptree, Jr. – Mar 20, 2016

Matter – Iain M. Banks – Mar 22, 2016

Queers Destroy Science Fiction – Apr 12, 2016

The Drowning Eyes – Emily Foster – Apr 13, 2016

Harry Power and the Methods of Rationality – Eliezer Yudkowsky – May 18, 2016

Escape the Game – Adam Clare – May 20, 2016

We Stand On Guard – Brian K. Vaughan – May 26, 2016

Superman: Red Son – May 29, 2016

Tuf Voyaging – George R. R. Martin – June 10, 2016

The Strange Case of Ambrose Small – Fred McClement – June 11, 2016

The Hero With A Thousand Faces – Joseph Campbell – June 12, 2016

The Compass Rose – Ursula K. Le Guin – June 25, 2016

The Clockwork Rocket – Greg Egan – July 15, 2016

Dust – Elizabeth Bear – July 23, 2016

Snow Crash – Neal Stephenson – July 28, 2016 (re-read)

A Fire Upon the Deep – Vernor Vinge – August 27, 2016

Blackmoor, the First Fantasy Campaign – Dave Arneson – Sept 4, 2016

How To Not Die – Michael Greger and Gene Stone – Sept 15, 2016

Alibaba’s World – Porter Erisman – Sept 19, 2016

Death’s End – Cixin Liu – Sept 27, 2016

Sirens of Titan – Kurt Vonnegut – Oct 9, 2016

Tiki Mugs: Cult Artifacts of Polynesian Pop – Jay Strongman – Oct 22, 2016

Diamond Age – Neal Stephenson – Oct 28, 2016 (re-read)

Wild Seed – Octavia Butler – Nov 6, 2016

The Year Of The Flood – Margaret Atwood – Dec 6, 2016

Bulk Food – Peter Watts & Laurie Channer – Dec 8, 2016

Axiomatic – Greg Egan – Dec 20, 2016

Hillbilly Elegy – J.D. Vance – Dec 31, 2016

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IRL Deviations from Snow Crash and The Diamond Age


I first read Neal Stephenson’s duology of future cyber/* punk novels Snow Crash and The Diamond Age a decade ago. As my personal aspirations increasingly resemble some of the elements in the novel, I’ve given them a re-read. I especially want to look how the future in the novels resembles ours, or doesn’t, which like most applied futurology can lead to emotions of excitement, relief or disappointment.


I shouldn’t have to do this and you should maybe skip this paragraph, but I want to add a disclaimer that the point of futurological fiction (or non-fiction) is not to attempt to accurately predict the future, and we shouldn’t judge fiction for how accurate it is, not because it’s unfair, but because it misses the point. Also, just because an author writes a piece of fiction doesn’t mean that they believe or want it to be real.

Some terms used in the books:
Metaverse – a shared 3D world that anyone can go to. When you are there, you have a virtual representation of yourself called an avatar. This is like if Second Life achieved the widespread popular domination as Facebook.
Phyle/Tribe/Distributed Republic – the continental United States, and seemingly the rest of the world, has been fractured from their formerly-defined geographical nations and instead have become a loosely-defined city states which are more like member’s clubs you apply for. Some of these own neighbourhood or areas, but the jurisdiction is hazy. You can easily emigrate from one to another and trade with one or another through something called the Common Economic Protocol.
Nanomachines and their ubiquity – In The Diamond Age, nanomachines, microscopic robots serving a variety of purposes, are everywhere. They’re as ubiquitous as data packets over cellphone networks. An employer might require that you inject some of their nanomachines in their bloo.d
Thetes – those that aren’t attached formally to a tribe that has its shit together, aka the poor. In the modern world, there are many sociological systems, and if you manage to fall out of them, you’re way out and considered an externality. Some of these people cannot read, yet are surrounded by matter compilers. The ultimate high tech, low life.

– In the Metaverse, most people chose to look like themselves. Why? This is very inconsistent with almost anything else we’ve encountered. In Second Life, looking like yourself is considered an oddity.

– In real life, information is not valuable. People will not pay money for it. In Snow Crash, Hiro makes money selling gossip-ish information that he manages to capture. There does not seem to be much of a mechanism to verify the info he captures. Maybe he has like a 5-star eBay rating.

– In real life, the internet connection is very bad. I’ve collaborated with and bounced between San Francisco, Toronto and London in the past year and its shocking how bad something as old as videoconferencing is. (Ranting) and this is on wifi connections! In Snow Crash, Hiro from his car on a highway is jacked into the Metaverse and getting live audio and motion data from dozens of online users from all over the world without issue. Get your shit together, real life.

– In real life, there is not one social media platform; there are several and they have sort-of-begrudging ways to import data from one to another, with minor growth-hackery gotchas to get you to prefer their network over someone else’s. This door-to-door salesperson nervousness is what you have to keep in the back of your mind when interacting with modern internet megacorps. The Metaverse is represented as the only place, and everyone puts their stuff in that space. We know that one location in the Metaverse is a for-profit company (The Black Sun) but we don’t know if the Metaverse is some megacorp that killed all competition or (sounding too good to be true) civilization managed to get its shit together and made an open standard 3D worlds internet implementation that wasn’t terrible.

– Phyles as the major socioeconomic entities makes sense (being a world traveler myself who has to deal with odd border issues), but them being primarily divided based on very old ethnic/cultural lines seems odd, like Stephenson is really into ethnicity based racial traits in his future D&D RPG and he has these really racist character sheets he isn’t sharing with us. This fetishization of ethnicity also appears in the last third of Seveneves. To me this seems uncreatively anti-future.
On the other hand, I have trouble believing that anarcho-capitalist approaches such as phyles will succeed in a major way that has a visibly geographical effect. If you have property at an address, it seems that that address could be seized my an entrenched power. Why don’t larger phyles simply eat smaller phyles all the time?

– Where are the memes? In real life, internet memes are passed around at high speed as an in-crowd intentional incomprehensibility. They’re used as indicators of being part of a group, as a relaxing joke, and as a method of abuse. They take the form of text and images and more and their absurdity often correlates with the enthusiasm of their transmission. So where are the internet fads and memes? By comparison, Stephenson’s cultural worlds feel very static compared to ours.

– Where are the self-driving cars? In Snow Crash, there’s a paraplegic hacker who still has to drive his car semi-manually. It seems like we’re only 5 years away from them in real life. But, that may turn out to be a disaster.

– In real life, people get sim-sickness in VR easily. Maybe the characters who use VR in Snow Crash and Diamond Age are so genetically bred they don’t experience it? Maybe the headsets are way better? Where’s the people who weren’t able to be useful workers because their bodies just didn’t work with VR? I’d say the thetes, but they seem to use VR for trash entertainment frequently.

– In Diamond Age, its a major multi-year cryptographic hunt to track down a certain character (Miranda, Nell’s surrogate mother). There’s much better social engineering techniques to guess a performer behind a mic than brute-force breaking crypto. Particularly if both parties are willing. While tech will always get better, I think the weakest link in security is going to be people for the next 100 years or so until culture catches up.

– Where is the AI in either Snow Crash or Diamond Age, the latter of which is set about a century in the future? When most people ask this question, they assume there will be god level AIs doing things like managing society, or human-level AI android/gynoids acting as receptionists. I’m not sure if either will happen, and I strongly dislike when people mandate what progress will look like with confidence. And yet, there is no representation of AI in the books. In Snow Crash, there’s one research assistant, but that’s presented as a pretty dumb oddity.

– In The Diamond Age, I’m surprised that nanomachine sickness in humans isn’t a perpetual problem. Particularly because it seems each phyle has its own defense grid and thus humans moving from phyle to phyle should be having serious immune system flare-ups each time.

– How is the Earth’s climate doing in Diamond Age? Is it really messed up? Was global warming less of a concern when the books were written, and thus Neal Stephenson didn’t feel this needed to be addressed? The only widepread intra-phyle agreed upon that we know about is the Common Economic Protocol, which seems to allow for low-effort economic relations between phyles and individuals. However, there doesn’t seem to be any government regulations on top of that. So I assume the environment is real bad.

– Is the only way in to experience the Metaverse to put on a VR headset? Surely power-users (such as Hiro, but maybe not YT) would prefer even higher-throughput access, and would use some sort of overview interface when trying to get things done instead of fulling immersing themselves in a 3D skeumorphic representation. Why isn’t there something more like The Matrix’s ASCII-encoded overview of a 3D scene? In Diamond Age, I assume the visual component of racting happens via some light field method that beams images directly into your eyes, so if you need to get un-immersed in a hurry, you aren’t stuck hauling hardware off of your face. Seems like something a security-conscious hacker would prefer alternates to.

– Horse rides are typically really bumpy and strenuous right? So why are chevalines considered top-of-the-line in The Diamond Age? Oh wait – its probably because they have really great control-theoretic algorithms with a fast update loop to keep the second derivative of the rider motion smooth right? That actually sounds amazing; Boston Dynamics’ Big Dog optimized to maintain smooth changes to its rider.

– Given how networked everything is, how is everyone not stalked/doxxed constantly? Is there actually some of mandated network security system finally? Unlike the current crapness we have with our DDOSing Internet of Things crapware? How is this mandate being enforced given that Stephenson’s world is, again, some sort of anarchic independent city-state system? Perhaps the phyle system leads to a Babelian explosion slash Optimal Fragmentation of network architectures, and that makes it harder? Seeing as people seem to be able to contact each other all over the world easily, this does not seem to be the case.

– It seems absurd that a government could accomplish a large software project such as Snow Crash without having at least one programmer who would be susceptible to its effects. Large unweildy organizations being full of incompetent people rings true at least to me, but in my experience with them there’s at least a couple people at the core who are highly competent. How did they avoid the issues as occurred the Monty Python issue?

– Smart Paper is a little inspirational, but still seems like an excessive skeumophism. Smart paper is most often seen in the hands of neoVictorians, and perhaps its usage is over-described thanks to the nature of science fiction [ref I wanted to make but couldn’t: article about an overly-detailed booking of a modern flight in the style of science fiction]

– Where’s the sharing economy-style thing that takes advantage of the ubiquitous poor (especially the thetes)? Hiro’s dashboard pizza delivery interface is rideshare-like, but is there really no value to be found among the thetes? Is AI and matter compilation so good that they are not needed? Possibly.

– In The Diamond Age, the fact that one and only one person in the world (Hackworth) can possibly develop The Seed (as The Alchemist) is absurd. That’s not how Research & Development works at all.

– Facial expression matters quite a bit (noted in the House of the Black Sun). I find most social VR experiences unsettling.

– Gargoyles are unsettling in real life, and represent a curiosity similar to an experimental fashion designer; interesting performance art, but not the path to mass adoption.

– Late-stage capitalism, particularly in Diamond Age. Instead of the Feed being a free, socialized service, its something that must be paid for. I know that dreaming about Basic Income is particularly in vogue in 2016, so I don’t want to get too optimistic about it, but I’m surprised there isn’t at least one phyle that we heard of that is some sort of digitally-enforced basic-income-y system.

– Despite a proliferation of tech, education in the real world is still hard and must be done carefully – hence the value of the Young Lady’s Illustrated Primer. Technology is not magically democratizing, and I’m sick of hearing people talk about it like it is.

Immersive Theater is increasingly popular and relevant. Obviously. Immersive Theatre will only become more popular. Obviously, I’m biased because I’m staking the next decade on predicting that Rakting will become a real thing.

– Customer service dominates in Western Culture for services. Hiro’s deathly fear of being late on delivery has the same level of stakes as dropping below a 4-star average if you’re a rideshare driver.

– Google Earth (directly inspired by Snow Crash)

– In Snow Crash, Computer security, it seems, is universally not done well enough and the people in charge rarely care and people who are actually good at it can get paid well. Security issues are oddly absent in Diamond Age; except for the notion that de-anonymizing ractors is “very hard”. However, as I said, I have trouble believing that and the book doesn’t try very hard to convince me.

– Opt-in phyles with private memberships & rights & responsibilities makes a lot of sense to me, given that I find myself engaging with these sort of orgs more often as I “grow up”, and orgs that care less about whether I have a physical address and have services that aren’t tied to a geographical location are more likely to get my money, more consistently. Could Github or Netflix expand into a phyle? Unclear. Could a private gym, like Equinox, which despite its douchey vibe I considered joining because its location and service were so convenient? They probably could. Except their “initiation” fee is 1.5x their monthly fee, and I’m not sure if I’ll be in SF a month from now so its just being inconvenient for me. What if there was a sort of legal allowance for a non-for-profit sort of company that had a membership fee but also for its citizens had a sort of notion of rights and responsibilities for them? Interesting. Could I join Google as a non-employee but just because I wanted to get their benefits and live on their property? Would that make me a Google citizen?

People often complain about Neal Stephenson’s books abrupt endings. This complaint is absurd and I find he always ends it just when it’s about to turn into a wrap-up of boring loose ends. That being said, here are some loose ends in terms of worldbuilding.

– The matter compilers apparently give stuff away for free (at least the thetes aren’t paying for them), but one of the reasons Mr. X sought after The Seed & encouraged the Fists to destroy Feed lines is that he felt that foreign powers were using their control of matter compilers over China. In which ways were they, overt or otherwise? Who’s paying? Is it only high-end matter compiler items that are being charged for?

– In Snow Crash, we learn that there is extra-terrestrial life infected with the metavirus. This may be the case in most of the universe. By the time of Diamond Age, does the world know more about this? Is it then known that the type of consciousness exhibited by Earth humans is fairly unique in the universe (a la Peter Watts’ Blindsight)? Shouldn’t the humans be shrinking back in existential horror at the alien cosmos and ideally be hiding underground?

– What’s human activity outside Earth during Diamond Age? Based on the chaotic situation on the ground, it sounds like LEO would be in a state of Kessler Syndrome. Are nanomachines being used to terraform things? Maybe everywhere outside Earth is out of scope by definition because a lightsecond delay would ruin any Metaverse or Racting interactions. Perhaps a round-trip delay of more than a few seconds is the new “they’re in the savage colonies”.

– I’d love to think more about how the post-scarcity depicted in Diamond Age is similar to Banks’ The Culture? In the Culture’s living environments, they’re definitely less dirty with semiotic junk and literal nanomachines than in the Diamond Age. Somehow it seems optimistic that the future we’ll be much cleaner than the present. But maybe we’ll get to that cusp some day.

Okay, the phyles and tribes things totally makes sense. Centralized powers can’t be trusted. I really wanted a one-world government with free movement and cooperation across all cultures but I don’t know if it will arise from our currently governments coalescing. It may instead arise from some other system. For now, I’m vacillating about whether to stay in the US much longer – I was thinking of getting a generalized US VISA and actually scheduled a talk with a lawyer about it later this week. It would be silly to cancel that meeting on a whim such as this, but let’s say that I’m looking forward to that with less enthusiasm than I was 24 hours ago.

On the other hand, in the future to come, which in some ways may be about being part of the right clubs, being in more clubs is certainly better (?) because you can at least take a stand in how those clubs are shaped. So, I don’t know.

As pointed out by my partner in Rakting last night over a lot of whiskey, one of the larger flourishings of creativity, particularly in cabaret, was during the politically turbulent inter-war period in the Weimar Republic. When things go poorly, people will be hungering for novel entertainment, so I suppose I should be thankful for trying to make some.
As I walked around this morning in post-election San Francisco, I found everyone I saw much friendlier and more prone to begin conversations with strangers. It’s a bit of shell-shock and reaching out for cognitive hugs, but I like this effect. I think the lesson is to take care of each other, otherwise the people who feel they aren’t being taken care of will prop up someone who promises will take care of them. Thinking or rhetorizing about any group of people as if they’re an externality is bad.

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Game Mechanic Compression Ratio

After attending a conference on roguelikes over the weekend, I was talking with friend Randy Lubin about how players move from learning rules to playing a game. We discovered/invented this really cool concept:

Game Mechanics Compression Ratio: the ratio between the initial instructions for a game once understood cognitively, and the complexity that they create during gameplay.

This is a computer science-oriented analogy to data compression. If we think of a zip file as the “compressed” version of the game, then this is the initial instructions. The full complexity of the game is the “uncompressed” version, what happens after you open the zip. The compression ratio is the size factor difference between the compressed and uncompressed version. Compression ratios can vary alot between different types of data.

When we were taking, I used the example of Quixote Games’ The Racket as a game that has a surprisingly large compression ratio. For a very basic set of instructions & items you start with, you end up with a game that is surprisingly complicated, especially in the case of social relationships it creates. And you can get going immediately.

Usually Go is used as an example of a surprisingly complex game, given the simple, “elegant” rules. However, this has a multi-stage decompression:
0. The fundamental rules
1. The implications of those rules
2. Playing a game.
You can’t really get to playing Go until you understand the implications of the fundamental rules, for example, the notion of “eyes”. Understanding these implication properly can take a long time and a few mock playthroughs, which makes its compression ratio lower. Again, we’re considering “compression ratio” to be a cognitive concept, rather than the amount of information that the literal description of the Go rules would require.

Nethack and other roguelikes are examples of a bad compression ratio. There’s so much stuff you have to learn, and so many mechanics included in the base game, that while you don’t need to understand all the mechanics to start playing, they’re still there, and you’ll have to come across them eventually, to really master it.

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What I’ve been up to

It’s been a while! Lots of excitement is upcoming and I’m happy to finally share.

At the end of April 2016, after a year and a half, I left Occipital and returned to Toronto to focus on personal projects. I had contemplated this move for a while, and the timing just happened to work out. I had worked on some really amazing things at Occipital, including building out access into deeper features of the Structure SDK, increased Unity integration, and the early parts of the upcoming Bridge Engine for Mixed Reality.

Transitioning from a life in academia to professional software development is a big change. Almost all the software I’d written by the time I started at Occipital in late 2014 was for only me, and for a demo that I’d be present at, in person, in case something went wrong. At Occipital, I had to massively professionalize, and not just write code that exposed new features and interaction models, but also robustly work across several devices while being maintainable. I’m saying the above as both a warning for other academics that join industry, but also as a call to adventure! More academics should spend time in industry! I have since looked back at code I wrote while still in academia and it’s often embarrassing; the worst parts are over-rushed and, paradoxically, also over-designed. I am now a much more well-rounded programmer.

The more time went on, the more I found myself getting involved in extracurricular projects. These took up more and more of my resources – temporal, mental, emotional, etc. and I eventually realized that these all fit into a single theme. While previously, I saw myself as an interaction designer for novel interfaces, what I really, truly, deeply cared about was building novel participatory digital theatre-like experiences. With the magic of hindsight, one can see how the latter is a more fully actualized version of the former. At Occipital, I was working on a very powerful platform for other people to build content on. I realized it made more sense for me to be building the content myself, in ad-hoc collaborations as suited to a given project, rather than as part of a persistent company. At least for the next little while.

So, I quit Occipital, exercised all my options, then, due to being on a TN Visa and Toronto being much cheaper than SF, I moved back to Toronto. I established a sole proprietorship to do contract work, and made sure the keeping-me-afloat contract work never exceeded 50% of my time.

I met Rob Morgan at GDC 2015, where he styled himself as a video game writer for Virtual Reality. We chatted back and forth over the following year. When he saw Josh Marx and I’s project The Painting, he ecstatically recruited me to do something similar in the UK. And thus arose Coming Out, a locative audio narrative experience about the Future of Love, wonderfully digital and queer. This project was sponsored by the UK arts organization NESTA, and I got to fly to the UK twice over the summer to run a preview version at a the Last Word festival, and then do an in-situ installation for where the final project will take place, during FutureFest September 17-18. Rob and I iterated extensively on the UX and the wording of the script; one intentionally unusual aspect of this project is the user is not required to look at the screen at all – it’s meant to be freeing from our usual daily cellphone-focused experiences. An iBeacon cannot detect where someone is looking, so Rob has to write words, and I have to write robust software, so that we can subtly guide people around as if they’re listening to someone monologuing to them over a phone. We have excellent sound editing and voice actors, so I got to listen to lots of swoony British accents.


Post-FutureFest, we’re looking to develop this format further, and are doing so under the label Playlines, a portmanteau of play and leylines. There’s at least one possible locative project in the pipe coming in the next year.

I met Jasper de Tarr through Kinetech nearly a year and a half ago, and we kept talking about doing theatre in virtual reality. What would it look like? Would everyone be in VR headsets (no, why would you need to be in the same place then)? We could have done anything at all, and it would count as VR theatre since no-one else was doing it. We ran several small performances featuring a single audience member in a VR headset, and everyone else around them. It worked surprisingly well. We then did a larger-scale performance for DorkBot at the Grey Area, and this coming Tuesday, our 50 minute show is debuting with the San Francisco Fringe Festival. I don’t want to spoil too much, as I want you to see it. I will say that there are a couple VR headsets, and some of the audience spends time in them. This is our next iteration in meaningful VR Theatre interactions, and I’d love for you to see it and hear what you think about it. Say you’re going on the Facebook event here!

Raktor's Eccentricon

Right now, Raktor thinks of itself as an art collective, not a company. Every VR meetup we go to, we have to re-explain this to the deluge of VR startup folk – no, we don’t have VC funding, no we don’t have a 10x plan, we are simply very competent and experienced participatory improv theatre artists who also can build and run a futuristic digital show that isn’t a half-assed “X for Y” like most of the other stuff you see. Raktor takes its name from a short passage in Neal Stephenson’s Diamond Age, describing audience interaction with traditional theatre a century hence.

We have a Mixed Reality Live VR show in the prototype phase. This has taken a sideline as we’ve focused on polishing the Fringe show, but look for it again in the following months. We’re currently hunting for a dedicated venue in the Bay Area where we can set up a Vive, green screen, and host several audience members in person. Our intention for this show is to have half of its audience members in person, the other half coming in over Twitch or streaming service (highly suggestive hint – contact me if you have a streaming service that wants to work with us). We care a lot about meaningful interactions between the performers and the live and remote audience. There’s no point in live-streaming our show out to the internets unless we can figure out a way for those folks to meaningfully interact. At this stage, we’d rather get 10 meaningfully-interacting audience members than get really popular and get 10,000.

Most Mixed Reality VR videos use a colour camera with a known position relative to the VR rig and a green screen behind. While this works okay, it has two frustrating problems:
(1) props in VR that the performer might manipulate have to be explicitly declared as foreground, and the system chooses whether to render them behind or in front of the performer based on an arbitrary threshold, like the position of the performer’s head. This is broken for multiple performers, and has all sorts of other awkward cases if you’re doing any sort of performative prop manipulation.
(2) the system does not know the pose of the performer, merely which pixels the performer occupies.

The solution I prototyped this summer is to use a Kinect 2 to both determine the performer foreground and track the other skeleton. I’ve seen other people use this technique as an alternate to a green screen, but I’m pretty sure I’m the first to use it to replace the live person with a rigged virtual avatar. Check it out here, where I have a magic hat I can put on to change me from a performer to a virtual character:

Current weak points of this approach:
(1) The Kinect 2 has a low colour resolution at the scale you’d want to do a multi-person performance at.
(2) A single Kinect captures only one side of the performer and they will occlude performers behind them.
I’d love an approach that solves these problems, and if I can’t find one (please contact me) I’ll put one together myself if I have to, dammit.

The above Kinect 2/Vive Mixed Reality setup was put together in Toronto’s fantastic Art Incubator/Performance space Electric Perfume. They had all the hardware, and also purely white walls. As I have a background in theatre and installation art, I like to think of them as a white-box theatre space.

For Raktor, one of the other show-running tools we wanted was a live set designer someone could use from off-stage. I pictured this running on a tablet, giving an interactive top-down view of the small stage area. At around the same time, Henry Faber and TIFF approached me to do an installation for TIFF’s entirely sold-out POP series. TIFF is taking a pretty cool approach here. As someone who’s effectively been embedded in VR development for 2 years now, it’s good to be reminded that almost everyone else knows almost nothing about VR. In the normal installation art approach, you can visit the install space at any time over multiple weeks; it’s usually unattended and broken. Instead, TIFF had 3 time-ticketed intensive weekends showing off new VR platforms, with a staff attendant at each station trained in running them. This ensured that each station was non-broken, and also that people who had never worn a headset before and didn’t know what was going on could be hand-held through the experience.
For TIFF POP 3, I adapted the live set designer idea into Inverse Dollhouse, a 2-player asymmetric VR experience where one person is wearing a headset and passive, and the other is on a tablet viewing them from top-down and active. The person wearing the headset is the “doll” in their dollhouse, and the top-down person is playing with them in their dollhouse, arranging furniture around for them. I retroactively decided that this was inspired by that other piece of Canadian content, The Friendly Giant.
Raktor also uses the technology from Inverse Dollhouse in our upcoming Fringe Show.

I got to present the paper that came from my PhD thesis in Brisbane, Australia for DIS 2016. This 10-page paper is a short summary of the whole work, but as a recovering academic (will write more about that at some point), I must urge that you read my 180 page thesis if you really want to have a hope of understanding what the hell I was going on about.

The technical director for Improv Remix’s live performance, Montgomery Martin, is in the midst of a really cool thesis himself where, to put words in his mouth, he’s looking at software production practices and how they empower yet constrain modern theatre. He also works on Isadora, which is sweet. And he’s competent and nerdy, too.

Animal Odyssey
I haven’t talked much about this publicly, but for the past nearly three years, I’ve been working on a board game with former housemates Cian Cruise and Jan Streekstra. I can’t quite remember how it started, but now we describe it as a cooperative multiplayer animal adventure game, as inspired by the movies of our youth – Milo and Otis, Homeward Bound, The Land Before Time and All Dogs Go To Heaven. One of our clever innovations is dealing with the problem that cooperative board games have where, if everyone knows everything, such as in Pandemic, then one person tends to take over for the group, and it excludes everyone else. The game is hijinx and surprise-heavy, like a rogue-lite we hope any group plays a couple times in a session. We playtested the latest, printed version at ProtoTO and even got to demo it to some people from Hasbro. Conceptually, the game is already hella tight, and we’re polishing the heck out of it at a steady pace.

Animal Odyssey

Animal Odyssey

Animal Odyssey

At Occipital, my software development was primarily in C/C++/Objective-C, with occasional work in Unity C#. When I switched to personal prototyping projects over the summer, most of these were in Unity. Unity is great for throwing things together quickly that will Just Work (TM), and its multi-platform support manages to bluntly function surprisingly well, but it definitely feels like I’m on training wheels mode. I can feel my deep programming skills atrophying slightly, to the benefit of getting content out more quickly, yet with less flexibility. I would love to hear what other programmers’ experience has been switching from C/C++ to Unity C# as their primary language. When you’re doing low-level rendering work in Unity, such as I was doing at Occipital and for other contract work this summer, its closed-source nature and big architectural changes between versions can be crazy frustrating. I have almost considered doing most of my development work in a native plugin, while treating Unity as a high-level rendering and logging wrapper.

I moved back to SF this time around to do the Raktor Fringe show, and I was very fortunate to find a contract day job for at least the next 3 months that is flexible enough to let me run errands during the day for side projects. I’ll say more on it later, but it’s managing to meld my love of recombinant content, artificial life, and experiences playing Dwarf Fortress…

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Bungie’s Destiny and Iain M. Banks’ The Culture

After a year hiatus, I played through much of Destiny recently. The production design is high-quality good. The writing is maybe good. The presentation is terrible. I’m a fan of the subtle out-of-order storytelling in the Dark Souls series. It seems Destiny tried to do the same, except ignored the subtlety, so every piece of information you’ve been given is made explicit. Being interpretive human beings, when given a piece of information directly, we presume we’re supposed to do something with it. In the Souls/Bloodborne series, you absorb story; in Destiny, it’s forced into you. In another universe, there’s a great mod of Destiny that, like Bladerunner, removes much of the voiceovers and makes the story something that teasingly reveals itself.


It’s clear that much of Bungie’s work takes inspiration from Iain M. Banks. Not just in components (orbitals, varieties of weird alien races, minds, drones, ancient alien stuff, etc.) but in the whole shtick.

As a human being who has filed tax returns in four countries, which is some sort of measure of world-experience, I’ve seen a tiny part of the world, but, having circled it a few times, I am aware of the sense that it is bounded — it has an end. Both Banks’ and Destiny’s universe are very open-ended. The feel of their open-ended is enhanced by the characters and powers-that-be in them feel, by comparison to ourselves, much larger and more far-reaching, yet are themselves are presented as small and powerless in their universe.

Destiny was disturbing bad to play at first. Like, painful. This was a year ago, when I had not yet read any Culture Series books (I know, crazy). Related? Unclear.
Destiny’s inventory acquisition milieu triggers by association the same painfulness as free 2 play nickel & diming games. There’s so much business to take care of – like I pick up a random “coded engram” item, which could be one of a few items, then run an errand to take it to someone whose profession is “Cryptarch” who then Decodes it into an actual item, which has various stats which may make it ambiguously better or worse than the items I currently own. Upgrading the items I own depends on a variety of currencies, some of which I get through drops, some of which I can trade (?) for, some of which require real money, which has an ambiguously-varying exchange rate. Oh sure, there’s a quoted price, but maybe the in-brick-and-mortar-store is different. Between various merchants and mission givers, I sprint, but the distance to each merchant is 1.75x the length a sprint lasts, so I’m always, always, optimizing, always, the shopping experience of the future.

The Culture Series features a post-human(oid) series of species that were raised on separate planets, but over millennia have effectively merged, genetically and culturally. Planets are an inefficient usage of living space, so The Culture’s trillions of citizens live on various spatial super-structures, most famously orbitals, cylindrical features inspired by Larry Niven’s Ringworld whose surface area, at a minimum, runs in the dozens of Earths. The Culture is run by minds or Minds (the capitalization matters somewhat), AIs who use faster-than-light processors, made long ago by the biological parts of The Culture and through a slow version of the singularity self-improved continually and only use 9% or so of their capacity in the day-to-day business of running things and the rest of the time in Infinite Fun Space, a sort of consensual hallucination of post-Euclidean video games not really incomprehensible by mere mortals. Except no one is really mortal any more, as an embarrassing death may be fixed by a backup, and the especially embarrassing ones feature in cocktail party stories, the frustration being that you’ll never know what that version of you was thinking, going for a reckless adventure 100 days away in spacetime from your last backup. Gender may be switched by thinking about it, though still taking a few months for all the parts to swap around, and the most common practice for the (unusual) monogamous heterosexual couples is to impregnate each other then put the fetuses on growth pause as necessary so they may birth at the same time.

The Culture is a utopian, socialist, anarchist society. Banks proposed in an ancillary essay that anarchist qualifier is a necessity due a siege being an impossibility in 3D space, though that I feel is an unneeded justification. The most important premise of The Culture is that it is post-scarcity. Anyone can have anything they want. This is such a monumentally successful achievement that Banks has deemed it impossible to write interesting literature about citizens fully self-involved in The Culture, and his works of fiction only document the interactions between its sections who interact with the great unwashed masses outside. For what is more horrifying for a perfect society than interacting with a society who is not? The biggest problem for a sentient being in The Culture is feeling not important or not useful. The small portion of The Culture’s staff devoted to outside contact is fittingly named Contact, and the quasi-military-fucking-around-with-shit-sketchy-like section is Special Circumstances. But what is everyone else doing?

I think they’re playing Destiny. In Destiny, you’re the protagonist, you’re told you’re special, you’re the first to every interaction with every new enemy! You repaired the machine god that hangs over our city! You discovered the secret of what’s going on on Luna! It’s all been you! And yet, at the same time, the game displays that there’s several other…apparently equal?…also-protagonists — people?…of various ranks running alongside and even though we’re all killing the god ruining Mars we’re still having to do the minutiae of choosing what gun to buy off the guy with the try-hard hood who should be thanking you as a saviour. Are we supposed to ignore these irreconcilable absurdities? If I start monologuing in one of the social areas that All. Is. Not. What. It. Seems. And. I. Think. The. Machines. Are. Trying. To. Make. Us. Feel. Important will I get dragged off? I don’t mean vaudeville walking cane violently, but I mean through a sudden you-may-be-a-winner reward if only you complete this hot new quest that everyone is talking about.

I think a Mind, a machine god we’d make one day, would feel the only ethical solution to making an inevitably inept past-bound human feel useful is to construct a simulation to make them feel so. A depressed flock is, frankly, embarrassing. The other Minds would make fun of you on the FTL message boards. In Destiny, you aren’t just anyone, you’re a Guardian, vaguely someone who is in charge of rescuing/returning humanity to its former glory, after some sort of previous Collapse (capitalized). So what is everyone else doing, exactly? Pretty much everyone you run into is a Guardian, so what’s the rest of the 23-chromosome crowd up to? I presume they’re, at a satellite’s-eye view, having a wicked hedonistic time inside the structure you’ve run across, experimental with various shaders and face paint and teleporting each other’s genitalia inside each other. Casual short-range teleportation appears in both Destiny and The Culture Series, though in the latter it is called displacement. And yet there’s still a viable gun market, with currencies, and you can only carry 9 and it’s kind of a chore dealing with that limit. I suppose The Collapse is a good excuse – There Was Once Good Stuff But Now It Is Broken, and thus we can now revert to a feudalistic economy because it’s all crashed to shit, and apparently it’s impossible to run any sort of game with role-playing elements with any sort of economy resembling anything past the 1300s. Because getting good at economics in any economy past then requires a degree and Excel and python scripts, and I’ve already done enough Eve Online in my life.

I think I’m only able to tolerate Destiny now because it’s implied world and production design is really top-notch great, and its richness of iceberg possibility resonates with The Culture’s whole deal. And also decades of doing level and gun-feel design means that Bungie can make something really fun and slick. And tossing down a grenade while double jumping and ricocheting off a well-placed nodule and charging my fusion rifle to release it into a headshot in just the chink in a boss’s armour does feel rather splendid.

Though, I am still vigilant, squinty sly-eyed, of the parts of the game which try to convince me to keep playing it, because I Am Important To It And It Wants Me To Feel Good. Because, Destiny, if I’m not important, please. Please tell me, I want to help. I know I’m small in this whole thing but please don’t lie to me. I can change, I can do better, I really can. Let me know what I can do. We’re all in this adventure together. Everyone to the future.

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Concussive Time-Skip

On December 21st, I was in the back of a car that was in an accident on a way to work. It was the first time I was in a vehicle that had its airbags deploy. I felt a sense of gratification and immortality and having survive something that totaled 3 cars. All I had was a mild headache. I walked to my office and was fine for a few hours, ish, then had the sudden urge to take a heavy nap. I went to the doctor; turns out I had had a mild concussion and moderate whiplash.

I, naturally, took the rest of the day off. I alerted friends on social media. Some responded with minor concussion stories of their own; some responded with horror stories – “…lingering effects lasting a year later”. I didn’t even remember hitting my head, though thinking back to it now, I don’t remember passing out, because who does? I was in the back of the car that was hit, and had to wake up the driver and front-seat passenger to get them out. So I was better than them, so I must have been fine, right? The accident looked like this:

The accident

t1 = pre-accident
t2 = post-accident

I spent the next 7 days in bed, in a dark room, with no stimulation. The whole point of being sick is watching TV and playing video games. I joked that I wished I had went into a coma instead so I could just skip it until the end, like the reality version of cryosleep. Even if I had a spare thought, I had to turn the lights on to write it down. I got gifted a colouring book later, which I appreciated. I listened to a ton of long-form audio books, detailed in my last post.

Late December/early January is a big time of year for me, a little bit more than most people, because its a confluence of holidays parties where you see some people once/year, one of my oldest friends’ birthdays, and my birthday, and CES, for which my work does a hot new tech demo for that I’m quite involved with. All of which I had to participate in with less enthusiasm or not at all this year.

I’m coming out of symptoms now, though staring too long at a screen or any amount of caffeine or alcohol re-triggers them. I’ve discovered f.lux‘s Dark Room mode for OS X, which shows the screen in monochrome inverted red, which is amazingly easier on my recovering brain.

So I’m calling it a do-over. This last month didn’t count; announcing TIMESKIPDUSTINMAS
Jan 24 – DustinMas Eve
Jan 25 – DustinMas
Jan 31 – New DustinYear’s Eve
Feb 1 – New DustinYear’s Day
Feb 11 – Dustin turns 31
This leap month should solve everything and I look forward to pretending this never happened. I feel this should be a more socially acceptable thing to do for other similar circumstances.

PS. It’s cool that airbags smell like burning fire. That really woke me up quick. I found out later that they are literally fireworks.

PPS. A few of my friends suggested I sue the accident-causer for all their worth. I haven’t had anything that my medical coverage doesn’t deal with with minimal fees, and I feel that people suing other people isn’t good in the grand karma scheme.

PPPS. I was in a Lyft car a the time of the accident. Lyft and the driver have been absolutely awesome during all of this. My driver was stoic and kept it together even though he had to lean on me for a bit. Lyft gave me a bunch of free ride credits after they heard about the accident and I made sure to tell them that it was absolutely not my driver’s fault.

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Books Read 2015

Books listed with date of completion. This was a year with a massive change in reading style. I only read 10 books in 2014, not including texts skimmed for the sake of picking up something for my PhD. All my spare time was saddled with PhD obligations, and spare time outside that I really did not want to spend sitting and reading. Readying suddenly picked up again around May 2015 when I was finally done any major PhD work. I read 34 book this year, tending towards super-long sci-fi books at the end; a genre I feel I’ve missed out on for a couple years.

My favourite book this year was absolutely Peter Watts’ Blindsight and absolutely anyone with an interest in neuroscience or civilization or lived experience or space should read it.

I am currently halfway through Kim Stanley Robinson’s Aurora, so it doesn’t make this list.


The Comic Book Guide To The Mission – Lauren Davis – Jan 17, 2015

Martian Chronicles – Ray Bradbury – Feb 11, 2015

Saga Volume 4 – Brian K. Vaughan & Fiona Staples – Feb 20, 2015

Trickster: Native American Tales: A Graphic Collection – Ed: Matt Dembicki – Mar 8, 2015

Micromegas – Voltaire – April 6, 2015

Un Lun Dun – China Mieville – April 7, 2015

Incandescence – Greg Egan – April 26, 2015

Second Quest – David Hellman & Tevis Thompson – April 29, 2015

Little Brother – Cory Doctorow – May 24, 2015

Foundation – Isaac Asimov – May 29, 2015

Excession – Iain M. Banks – June 10, 2015

Homeland – Cory Doctorow – June 25, 2015

The Martian – Andy Weir – June 26, 2015

Seveneves – Neal Stephenson – June 29, 2015

The Astronauts Must Not Land – John Brunner – July 3, 2015

Player of Games – Iain M. Banks – July 7, 2015

Consider Phlebas – Iain M. Banks – July 13, 2015

Blindsight – Peter Watts – August 8, 2015

Echopraxia – Peter Watts – August 18, 2015

Venture Deals – Brad Feld & Jason Mendelson – Sept 6, 2015

Sacrifice – Sam Humphries & Dalton Rose – Sept 15, 2015

Managing Martians – Donna Shirley – Sept 27, 2015

The Circle – Dave Eggers – Sept 29, 2015

Saga Vol. 5 – Brian K. Vaughan – Oct 11, 2015

Pushing Ice – Alastair Reynolds – Oct 19, 2015

The Canadian in America – Brian D. Wruk & Terry F. Ritchie – Oct 27, 2015

The Space Hero’s Guide to Glory – Nick Hurwitch & Phil Hornshaw – Nov 8, 2015

Leviathan Wakes – James S.A. Corey – Nov 29, 2015

Caliban’s War – James S.A. Corey – Dec 13, 2015

Abaddon’s Gate – James S.A. Corey – Dec 21, 2015

Fatale Volume 1 – Ed Brubaker and Sean Phillips – Dec 22, 2015

A Traveler’s Guide to Mars – William K. Hartmann – Dec 25, 2015

The Three Body Problem – Liu Cixin – Dec 27, 2015

The Dark Forest – Liu Cixin – Dec 30, 2015

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