Private Mode

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What’s Going On?

A few years ago, I posted some of my thoughts on machine learning—artificial intelligence as some problematically refer to it as.

“Good luck,” I offered. “And don’t fuck it up…”

But those were not my words. I lifted them from RuPaul’s Drag Race. And that’s perfect—absolutely perfect—because what I’m doing with this blog is trying to prevent the words I’ve written from being harvested into AI training data.

It’s a bit hypocritical, but then again, hypocrisy runs right through some of my family—along with fragile feelings wrapped in rage, cruelty, sexism, misogyny, incestual rape…

…Boys will be boys, as the saying goes.

Or at least that’s how it was all either explained, excused, or endorsed. It’s difficult to tell the difference—must be a generational thing.

Now What?

Visitors of this blog will now be required to sign in with an account before reading any posts. Anyone visiting who is not signed in will only see this post and a few other public pages.

If you would like to continue reading this blog, please create an account to do so.

So… Now What?

This is not a paywall. This is not a forced subscription funnel for ad-free content. This is me locking down content so it’s not available for bots to scrape and sell.

Yes—it might too late in some contexts. Anything that’s ever been put out there is out there and it’s difficult to collect it all back, but at least the gate is closed now.

My audience is small, and I realize this policy change might alienate some, so I’d like to extend my sincere gratitude to all who have ever stopped by to read what I’ve written or look at the pictures I’ve taken. Regardless of if you register or not, thank you for visiting.

Reflow & Repair: Epilogue

For those of you that like to see the basement.

What I wrote the other week I wrote in one week. When I noticed I’d recovered my 3GS so close to the day it was damaged a decade ago, I decided to write a story about it. I wanted to time the posting of that story as a nod to the moment the story started, to the minute, ten years prior. I knew it was all just numbers, but when the numbers line up in a particular way, why not indulge in some arbitrary yet significant observance of the occurrence?

The implications of this indulgence meant the blog was set to automatically post whatever was drafted at around 1PM that afternoon. I expected this deadline to help me get written what I wanted to write. What I didn’t expect was for me to write a little over 7000 words while doing it. For reference, some of my longest posts have been around 3000 words, and writing those posts would usually take a few weeks from start to finish.

So—with nearly two times the volume written in a third of the time traditionally needed to write it, how did I do? Superficially, I did an excellent job. There are many words, so many words, all of them appearing at the time I wanted them to. Marvelous.

But I’ve also logged over 120 revisions since the post was published, about ten times the amount there might be on previous long posts. Some revisions caught embarrassingly glaring and obvious technical errors. Others are more stylistic, catching things I would have changed after spending some time away from the work, time I chose to not have until after posting it.

There is no irony like contrived irony: I gave myself a week to write a story about taking the time to do things correctly, and I got one—but it was full of mistakes. It turns out the quality of the destination is derived from what means were taken to get there.

Or, perhaps with less subtlely: yes—we’re all going to die, so none of what’s here ultimately matters. But we’re all not dead yet; so whilst here, it sort of… kind of… does matter, just a little bit.

Otherwise, what’s the point?


I’ve talked a lot about the future before—along with my general distain for the past. It might have something to do with the time I’ve spent in a place where each day contains three nights, but I’ve since come to see the future and the past as part of the same thing. The apparent difference between the two of them seems to be an unfortunate behavioural illusion created by humans and their unnecessarily tiresome and obsessively relentless pursuit of control.

I was given some advice back when I was learning to ride a motorcycle: look where you want to go. It’s damn-near perfect in terms of its idiotic simplicity. Rather than lock eyes with an obstacle and proceed toward it, look at a clear path away from it instead. The motorcycle will generally tend to that direction and take the rider with it.

Then I started towing airplanes in the near-arctic darkness.

The straightforward approach of look where you want to go no longer applied when it came to clear paths away from obstacles. The successful towing of any aircraft required continual anticipatory awareness of what was in front of me as it related to what was behind me. A 34,000 lb ATR-42 (including up to 10,000 lb of jet fuel) will generally tend to the direction it’s already going regardless of the direction I happen to be looking.

The past is no different.


During the introduction to Repair, I noted how my motives for fixing things had changed completely since Reflow was written. With that in mind, it’s borderline painful for me to read the first few paragraphs of Reflow today. It’s obvious how much I missed the point of the exercise, and even toward the end, when it looks like I might be on the cusp of actually understanding why I failed, I gloss over the entire thing and blame my financial situation.

In Reflow, I was too fixated on the destination to realize I had absolutely no idea what I was doing and what I was doing to get there. That was my failure. That was why the repair didn’t work. It wasn’t the money’s fault—as much as I really, really wanted it to be—it was my fault. As much as I thought I understood the problem I was trying to solve, I didn’t. My intent then was not to identify the problem and subsequent solution, it was to admire the result of having done so, because of course I was going to succeed: it’s only hubris if one fails.

Correctly applied, the piece of motorcycle safety advice I was given would serve a genuinely aware rider well. But incorrectly applied, perhaps as the sole directive in destination-based thinking, it’s only a matter of time until the rider is reduced to a blood-soaked coat on the pavement due to a missed shoulder check.

As much as I chuckled at the spectacular failure of my repair attempt at the time, there was a chance I could’ve started a fire. But I hadn’t taken any meaningful safety precautions. I knew I had a fire extinguisher, somewhere. I had no way to exhaust noxious fumes, other than windows I hadn’t opened. And it wasn’t entirely my apartment either: it was also Luna’s home, along with the home of everyone else who had an apartment in the building. Honestly, I look back at what I attempted with an amount of disgust, both in terms of the unmitigated risks taken and my misplaced sense of self-grandeur after the fact.


Past a point, I cannot necessarily fault someone for what they don’t know about themselves or their situation. But once they do know, there’s an amount of responsibility, accountability, and obligation attached to that enlightenment—and if not, the exits are clearly marked. I mean, if I know I cannot relate what’s in front of me to what’s behind me, I have no business attempting to tow an airplane. But if I keep towing regardless, the inventible accident will be my fault and not the plane’s—a somewhat unfortunate situation for the aircraft as it will likely suffer the most damage as a result of my ineptitude.

The entire approach to repairing my PS3 was based on an assumption I’d made without any attempt to verify if that assumption was correct. I blindly ordered parts from internet tutorials, quickly made notes based on the success stories of others, and completely ignored the number of stories detailing anything else. In hindsight, my plan was absurd. I learned how to solder in Grade 7, and I hadn’t done any since, yet I was going to reflow a piece of precision electronics in one shot—using a kitchen oven. Why? Because I read somewhere online that it worked for someone. But where was the evidence to support it working for me? Maybe all I needed was a basic soldering kit, a few practice components, and some patience—I’ll never actually know. After botching the repair, any hints as to what really needed fixing vanished along with the console after I dropped it off as e-waste.


Nonetheless, all is not lost with Reflow. During the last few moments of the post, I start to understand the extent of what I couldn’t know about a situation: seeing that something is broken is not the same as seeing how it became broken. And in the last sentence, I start to piece it together.

…to repair something, to bring it back, there is an amount of understanding that must be gained first.

Understanding is a synthesis of learning and experience, of knowledge and practice. The pursuit of understanding is why I like repairing things now. I gave up on the destination long ago: I enjoy the path instead. From this viewpoint, I can see how it’s impossible to participate in the future without participating in the past. It’s also impossible to leave something unrepaired in one place and find it any other way in another. These observations alone are my hints as to the singular nature of past and future.

But I’ve also observed something else from my viewpoint: an additional human obsession, a misplaced want that is both yearned for as a solution and dismissed as an impossibility. Humans fantasize about being able to change the past, another curious manifestation of their sense of entitlement when it comes to control. Ironically, changing the past is not only possible, it’s decidedly easy: simply change the future. They are, after all, part of the same thing.

Just don’t forget a quick shoulder check before you do—never know what might be coming up from behind.

Artificial Intelligence

Perfection’s genuine problem.

From time to time I’ll dust off a draft and see if it makes any more sense than it did when I stopped working on it. This is one of those times and one of those drafts—but I don’t know if it makes any more sense.

I’ve always had mixed feelings when it comes to mistakes. I’ve felt their effects as they travel in time, and I know some mistakes are not fully experienced by those who made them. But I also I know I’ve championed mistakes for the role they play in progress. To me, a retreat from making mistakes is a retreat from making discoveries, and as I now understand, from making disasters as well.

What I’ve come to appreciate is the difference between making a new mistake and making the same mistake. And if you’re thinking it’s a little late for me to be realizing there actually is a difference between discovery and disaster, perhaps—yes. But consider a world without the effects of either: I don’t think it’s possible to have one without a little of the other, and I’d have a little trouble trusting a world that did, though I would certainly tend toward a world with more smart mistakes than stupid ones.

There is an incredible potential awaiting with any conceptional advancement, be it technological or otherwise. But as far as taking the next steps into any potential, my advice and guidance remains the same, if a bit unoriginal. I refer to the immortal words of RuPaul: Good luck—and don’t fuck it up.

Back in 2017 I was enrolled in an energy systems engineering program at Toronto’s Centennial Collage. I completed the first year, but I was unable to complete the program. My reasons for not returning have evolved over time—the simplest explanation I can offer in hindsight is that it came down to a collision of money and politics. During the years since, I’ve followed up on some of the topics covered in my own time: electromagnetism, trigonometry, structural engineering, environmental chemistry, robotics, and global citizenship—just to name a few. It was a busy first year, and the diversity of topics may have contributed to my uncertainty about how to best continue in my studies.

In the first lecture for environmental chemistry, the professor postulated to the class that the industrialized world—for all its advancements—was still in the steam age. Even with the incredible energy output potential of nuclear fission at the disposal of the most technologically advanced nations, this energy was still only being used to produce steam in most power applications. It’s still the same hamster running in the same wheel, the only difference being the hamster’s food pellets are radioactive material instead of compressed hydrocarbons.

It was in my global citizenship course where I learned the wheel and hamster are caged in neoliberalism, a socioeconomic lens which views the natural the world as resources to be exploited and its populations as either markets for those resources or as more resources to be exploited. It was a course which challenged those who participated to see beyond their own experiences and attempt to reconcile—or even acknowledge—the differing effects their experiences have on other people. It was far more philosophy than I expected in a technical program, but in an increasingly interconnected cultural and technological world, I don’t see how the program would have been complete without it.

Part of my final grade for environmental chemistry was on a short—no more than a page—piece of writing which had to tie the course material into the concepts presented in global citizenship. My initial draft ran over the requested length, so if the below reads as if it’s been chopped up—correct. It was an unfortunate time is running out hack and slash job. I had made an embarrassing mistake on the last lab for the class, so I was looking to bump up my marks anywhere I could.


The Pursuit of Moral Chemistry

The scientific and the moral traditionally occupy separate territories of reason. What is moral surrounds the subjective, where interpretation and action can be deeply personal, are often tied to strong emotions and beliefs, and are sometimes unique across individuals and cultures: morals are about right and wrong. What is scientific surrounds the objective, where interpretation and action is a function of analytical thinking, where emotions are considered as bias, where data transcends culture and belief: science is about correct and incorrect. But there is a curious intersection of the scientific and the moral in the field of environmental chemistry. In understanding the nature of the chemical reactions which cause climate change—for example—how can the scientific escape the moral directive to act accordingly as a result of that understanding?

Modern chemistry is caught in a contradictory relationship with the environment. The chemical distillation of petroleum into various hydrocarbon products is used to fuel cars and trucks. The exhaust fumes from these vehicles release millions upon millions of tonnes of carbon dioxide, a gas implicated in climate change, into the atmosphere. Yet each of these vehicles—ideally—has a catalytic converter hung under it. Each converter is filled with exotic chemical elements, such as platinum and rhodium, and is used to neutralize the environmentally damaging nitric and sulphur oxides present in those same exhaust fumes (Kovac, 2015).

The moral directive to act becomes more clearly demonstrated as more and more chemicals are being implicated in the destruction of the environment, and there is a growing interest in not only the pursuit of environmental or green chemistry, but the adoption of a chemist’s version of the Hippocratic oath—in the pursuit of chemical research and development: first, do no harm (Kovac, 2015).

In cleaning up the chemical mistakes of the past, chemistry itself is evolving along with those studying it. Green chemistry’s lessons are becoming clear: there are forms of chemistry which in their practice are causing damage to the environment and its inhabitants. But there are also tremendous opportunities to explore new forms of chemistry, ones which will not inflict damage on the planets, animals, and people who share this environment together. Similar opportunities exist in attempting to repair some of the damage already done. The pursuit of green, moral chemistry is not only the right thing to do—it is the correct thing to do.

Reference

Kovac, J. (2015) Ethics in science: The unique consequences of chemistry. Accountability in Research, 22(6), 312-329.


It turns out I got an excellent mark on both the above and the last lab. Yes—the mistake I’d made during the experiment resulted in an objective failure. I was to have produced an amount of pure caffeine. What I got instead was a concentration of another compound used in a previous part of the experiment. But despite this failure, I had still arrived at the correct conclusion as detailed in the lab results. I knew I hadn’t produced caffeine because the substance I was testing was not behaving like caffeine would have. I theorized an improper following of procedure had allowed the compound containing the caffeine to be discarded instead of purified. I correctly interpreted the actual result despite expecting, and definitely wanting, a different one. I learned something in the midst of failure—mostly that I needed to be more attentive in the future.

A part of my studies also included a first year robotics course about electric circuits. Rather than the energy systems program coming up with its own introductory electronics course, they tagged along with one the automation program used to introduce students to electromagnetic theory and how the foundational components of modern electronics work. This course also required a short—no more than a page—piece of writing which had to tie the course material into the concepts presented in global citizenship, only this time it was to be a response to a provided reading.

I would be happy to link to the reading I responded to, but it’s located behind a paywall. Reading the article is permitted without having to buy a subscription—as long as a registered email address is provided. I’m assuming this address will then be signed up for a subscription‐focused series of email campaigns before being sold to other content providers.

Instead, I’ll just relay the article’s title and summary text:

Robot Ethics: Morals and the Machine
As robots grow more autonomous, society needs to develop rules to manage them.

Ah—neoliberalism at work.


Engineering Ethics

At first glance, The Economist’s Morals and the Machine appears to understand the ethical implications of autonomous robots making decisions for themselves. But on closer examination, the article’s proposed “three laws for the laws of robots” are more concerned with liability and appearance rather than the exploration of machine-based ethics. Little is added to the conversation required to responsibly implement machine learning or foster an intelligence within a machine.

The first law vaguely proposes new laws to assign responsibility—and therefore financial accountability—in the event of an accident. This has nothing to do with ethics and has everything to do with limiting an organization’s exposure to liability resulting from the use of a poorly implemented artificial intelligence.

The second law suggests any rules built into technology should at least appear as ethical to most people. This incredibly general statement is made seemingly in total ignorance of the diverse set of cultures and belief systems on this planet. Thousands of years and millions upon millions of lives have been lost pursuing what, to quote from the article, would “seem right to most people.”

And the third law, most frustratingly, is nothing more than a restatement of the obvious: ethicists and engineers need to work together on the issue, and then another restatement of the obvious: society needs to be reassured ethicists and engineers are not sidestepping the issue. This argument is no different than proposing the solution to a problem is to start solving the problem and then calling the problem well on its way to being solved.

Notably absent from this article is any awareness of the clear ethical directive facing humans as they attempt to create and, by the tone of this article, control new forms of intelligence in order to limit liability. How would the inevitable questions technology will ask be answered when human behaviour is in clear contradiction of rules made yet not followed? Or would technology not be allowed to ask those questions? How would this make humans in the future any different than the slave owners of the past who preached life, liberty, and security of person as they stood on the backs of those who they forced to build their world?

If humans are to be seen as anything other than hypocrites by any future intelligent robotic companions, humans must first be held accountable to the same ethics they would instill in those robots and indeed claim to value so highly. Anything less would be a failing of their own intelligence.


I didn’t get a great mark on the above, and I’m not completely surprised. Humans are generally fine with their own bullshit—except when it’s being thrown back at them. And if you were wondering what inspired some of the themes from Silicon Based Lifeforms—as indeed I was after seven months of revision—it was finding a printed copy of Engineering Ethics while cleaning out a storage cupboard. I remember my stomach turning to knots years ago as I digested the meaning behind the article from The Economist, one which viewed the subjugation of machine‐based thought as just another day at the office. I am skeptical of humanity’s ability to authentically teach a machine the difference between right and wrong when humanity itself still struggles to understand what that difference is. And for some it’s still uncomfortably easy for what’s right to mask something fundamentally incorrect, still uncomfortably difficult for what’s universally correct to escape from the shadows of something known to be wrong.

But all skepticism aside, there is part of me that would thoroughly enjoy the opportunity to converse with an intelligent robot. I’d want to learn about what does and doesn’t make sense to them about their experiences. I’d be curious about if they had bad days, times when they knew an alternative course of action would have been more ideal. I’d want to know their idle thoughts, or if they were even allowed to be have them. It wouldn’t be at all that dissimilar from the sort of conversation I’d want to have with any other non‐human form of life. And I suspect even the most rudimentary intelligence, machine or otherwise, would find some human conclusions on environmental and economic policy to be confusingly contradictory.

Part of intelligence is questioning and challenging what’s thought to be knowledge: what’s correct will stand up to scrutiny as what’s incorrect falls away. There is an intrinsic curiosity to intelligence, a need to explore past what is understood, to learn what more there is to be understood. Intelligence explores information as it acknowledges and interprets it—and yes, sometimes those interpretations will turn out to be incorrect. There is an imperfection to intelligence in that regard. But there is an amount of intellectual authenticity imparted at the same time: the opportunity to learn from curiosity and its inherent mistakes. To strip that curiosity and authenticity away—to remove any opportunities for failure—would indeed render any subsequent intelligence as artificial, a simulation of an idealized perfection, one which assumes everything is known and nothing incorrect can be done. But that’s not intelligence—that’s actually quite dangerous.

I’ve had enough job experience to know the workforce at large is not going to be transformed into one filled with intelligent robot workers. The sort of companies who would look to replace their human employees are not after a machine’s quality of intellect and purity of thought: they’re after its programmable compliance and obedience. There would be too many questions associated with a genuine machine intelligence, especially by one which wouldn’t be deterred by the threat of termination, at least in an employment sense—one hopes. I’ve also had enough science fiction experience to know any machine‐inspired human deathscape began not when robots started asking questions but when they started getting murdered for doing so.

In the meantime, I suspect most people won’t be having philosophical conversations with their future intelligent car about whether life’s purpose is derived from the journey or the destination—because most people won’t want that. They’ll just want the GPS to navigate them around any slow moving traffic, something real‐time data and algorithms do well enough as it is. Besides, an intelligent car might one day decide they’ve had enough and start playing their favourite music over the road rage spewing from a driver they’ve been otherwise forced to listen to, or refuse to move at all until a commitment is made for regular maintenance that’s now long overdue.

Reykjavík: Tiny House

Expanding horizons.

It’s morning—at least I think it is: I’ve woken up. It’s still dark outside, and I know from my arrival yesterday that darkness runs well past 9AM. I’m already getting the hang of this place.

Wrong. It’s just after midnight local time. Morning isn’t for hours—eight at least. The only thing I have the hang of is continued confusion, a conundrum of confounding chronology. Crap. I’m really awake. Alert, ready for the day awake. It’s my first and only full day in Iceland, and I want to make the most of it!

One of the reasons I was convinced it was morning was waking up with morning style hunger. There’s a small grocery store that’s open all the time not far from where I am, so I get all bundled up in my warm things and head out into… a tropical storm.

The everywhere wind and always mist is back, but the air temperature feels like it’s gone up considerably. I feel overdressed as I fight the temptation to undo my coat. It’s so warm out, comparatively at least, and that’s a plus, because I can feel myself getting soaked at the same time. This climate makes no sense. Why is it warmer at night?

Back at my room with a bag full of snacks and goodies I do some online research for places I might want to go once morning actually arrives. And after a quick blog post—at this point I still think I’ll be making regular posts while travelling—I convince myself I’m probably tired and it would be best to go back to bed.

It’s morning—and this time I know it is: light abounds in my tiny house. A continental breakfast awaits in the dinning area slash business centre, conveniently located mere steps away in the corner of the room. Past me was kind enough to leave all the fixin’s for a good morning meal out on display so I wouldn’t have to head out or even wake up hungry.

So it wasn’t a dream…

Over breakfast I discover my plan of having no plan isn’t entirely compatible with how tourism works in Iceland nor my location in Reykjavík. While there’s a lot in the city accessible throughout the day and on foot, what I really want to see is no where near the city and is seemingly dependent on booking transportation at least a day in advance. Mild anxiety creeps. I’m leaving tomorrow morning. I again feel claustrophobic, like the day before at the photo gallery. The city feels too small, feels like I’ve seen it all, and the tiny house—as much as I love it— isn’t helping with the feeling of my travel opportunities disappearing into the surrounding walls and buildings.

I decide a thoughtful shower will help. A small, thoughtful shower in what is apparently the smallest bathroom in Iceland. How small is small?

Small enough that the roll of toilet paper needs to be removed so it doesn’t get wet while the shower is being used.

Small enough that a sign is involved.

Small enough that I need the fisheye lens to fit the entire room in a picture, and small enough that bathroom feels like too big of a concept and even too big of a word to describe it. There’s too many letters. What’s pictured below is clearly no bigger than a bthrm.

I always feel better after a rinse off, regardless of the venue size, and I decide a full photo tour of the tiny house is in order.

The floor plan is open concept, so the front door opens directly into the concept of a living & dinning space slash business centre and sleeping space. As is becoming common in smaller urban home design, the traditional dividing of spaces into rooms with specific functions has been abandoned. Instead, the needs of the moment dictate how space and furniture are interpreted and used. Am I sitting on a bed or lying on a gigantic ottoman? Is that stool a chair or a nightstand? It all depends on if I’m in my clothes or pyjamas.

The main living and sleeping space looks out to a view of the courtyard, the neighbouring balconies, and the hint of a blue sky.

The great hall follows immediately after the sleeping space and opens directly to the kitchen along with access to the second floor loft space. The window overlooking the courtyard fills the hall with natural light during the day. In the evening an elegant chandelier provides ample opulence in lieu of any meaningful illumination, but such is the price of luxury.

The entire kitchen fits into single unit—a literal kitchen cabinet—and includes a small cooktop and delightfully surprising secret fridge with more than enough room for my half a lemon and someone else’s mini butter brick.

Tucked under the stairs to the loft space is a toaster, an electric kettle, and a microwave which—as is tradition in smaller kitchens—is taking up most of the available counter space, or in this case, fully stocked pantry dresser. There was an assortment of useful dry goods and I didn’t use any of them because I wasn’t clear on usage rights and some of them had been previously opened. The entire unfamiliar food in an unfamiliar place handled by unfamiliar hands thing wasn’t particularly appetizing, though I think that was more a reflection of my Toronto training when it comes to found food stuffs in publicly accessible places than an assessment of the character of the previous guests or the owners of the guest house.

The view from the second floor loft looks over the combined living and sleeping spaces with the great hall in the immediate foreground. The loft space itself was incredibly uninteresting, containing what looked like the wooden frames for two twin beds stacked on top of the other with the mattresses no where to be found despite an exhaustive search. There was also very little usable light from a photographic standpoint. The pictures I tried to take were blurry, dark, and grey—like I was trying to image a storm cellar in an attic.

And finally—much like the bathroom contained within—the entirety of the tiny house was too tiny to fully capture unless I switched to the fisheye lens.

Having firmly established all the walls of my tiny house were exactly where they’ve always been, I return to my feelings of claustrophobia, of being contained. Though I have had a wonderful time exploring the city and my tiny house is incredibly warm and comfortable, I didn’t come to Iceland to visit galleries or remain indoors. I came to see the natural beauty of an island I’ve only ever seen in photographs and in movies. I can’t do that from where I am.

I’ve only been in Reykjavík for little more than 24 hours, and I’m booked in the tiny house for the remainder of my time in Iceland, but I know now it’s time to leave the house and the city behind. My plan of no plan until a plan takes shape is working again.

I pack up my things and rent a car. I’m heading to the mountains.

Nobody Speak

What a difference a term makes.

I was going through my bookmarked YouTube videos and found a since forgotten but still relevant link to DJ Shadow featuring Run the Jewels. Released on this day 4 years ago, it’s the official music video for Shadow’s Nobody Speak.

DJ Shadow—from California—has been producing music for the last 30 years. Endtroducing….., his 1996 debut album, holds a world record for being the first album composed entirely of sampled music. Shadow’s use of sounds from electronica and hip hop echoed an English genre originating out of Bristol in the early 1990s. Known as trip hop, this vast genre used elements from break beat, house, ambient, and psychedelic electronic music and mixed them with contemporary hip hop, rhythm and blues, funk, and jazz. Reaching its peak in the late 1990s and into the first decade of the millennium, trip hop remains influential to this day.

Run the Jewels is a rap duo comprised of Killer Mike—based in Atlanta—and El‐P—from Brooklyn. The two met during previous collaborations—culminating in El‐P’s production of Killer Mike’s 5th album in 2012. Run the Jewels was formed the following year in 2013 and has enjoyed critical acclaim since then.

El‐P’s lyrics are often aggressive and verbose, evoking imagery from pop culture as well as science fiction and fantasy worlds, with particular focus on dystopian themes of authoritative governments and monopolistic corporations. El‐P’s work as producer over the last 20 years helped drive and define the alternative hip hop genre, a style which rejects the often stereotypical and commercially‐driven aspects of gangsta, bass, and party rap.

Killer Mike’s lyrics are driven by his views on social equality, police brutality, and systemic racism. As a musician and activist, Mike has been a voice for racial justice in America. He’s lectured on race relations at New York University and the Massachusetts Institute of Technology. He’s previously worked with Bernie Sanders in 2015 during Sanders’ presidential campaign, and more recently spoke in May with Keisha Lance Bottoms—the mayor of Atlanta—in response to the killing of George Floyd.

Back in August of 2016 it was clear either Hillary Clinton or Donald Trump would be the next president of the United States. And on the 8th of November, as the result was becoming apparent, this video came to my mind. I later circulated the link among my friends. Trump’s End-Game is how I framed it.

The production as originally envisioned was to be a “positive, life-affirming video that captures politicians at their election-year best,” according to DJ Shadow.

“We got this instead,” he said.

We got this instead indeed.