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Algorithms shape many aspects of our society, some minor, and some critical. Credit ratings, employability screening, criminal sentencing, are all influenced by algorithms. It's important to question the assumptions behind those algorithms. Cathy O’Neil, Meredith Broussard, and Solon Barocas led a discussion about the importance of questioning the algorithms that influence so much of our reality. The event was the first in a series sponsored by DataKind, Microsoft Tech and Civic Engagement, and hosted by Civic Hall. Visual notes created by Jonny Goldstein using an iPad and the Paper app.
Contents1 Finding inspiration2 Constraints3 Here’s what it does4 Examples5 Does it work?6 Try it
Finding inspiration
Sometimes I feel so creative that I rush to get the music in my head out and into a recorder, a computer, or onto some paper. There have been many times I created an entire album of music in a week or less. Other times, trying to get inspiration to flow feels like pumping a dried-up well.
Lately has been those other times, and it’s been a struggle to get that “creative mode” switch to flip. Reading back through articles I’d saved on the subject (in my journal, of course), I saw one from a few years ago that tickled my fancy.
The title reads “How I recorded an album in an evening with a lunchbox modular and a python script”. Right off the bat, it checks a lot boxes for me: music creation done very quickly, modular synth, computers, coding, music from algorithms.
As I re-read Tom Whitwell’s adventure writing a simple python script to randomly (algorithmically?) generate a set of musical constraints, I decided this might be what I needed to get back into creative mode.
So during one of my daughter’s naps, I sat down and wrote my own version of Tom’s script. Like his, it’s in python – and I borrowed a function or two – but for the most part it’s a new piece of code. Like most of the code I write, it’s not very sophisticated, but it works. I’ve been tweaking it the past few days, adding features, and – yes, using it as a starting point for creating new music.
Constraints
I am especially inspired by limitations. When faced with a fairly well-stocked music studio and a generous sample library, I can be overwhelmed with choices, frozen in place. Looking back on my musical output, almost everything I do is created through limitation. “I want to create a funk album and use mostly physical instruments that I play, make it short, EP-length, with distortion and tape hiss,” or “I want to make an album (or series of 9 albums, so far) of holiday music played in very weird styles,” or “I want to make a hip-hop album, but the subject matter is fishing, and I am the rapper, and the samples should come from weird sources,” or “I want to make an album where each track is just a single color (via my synesthesia).”
Those are just some examples.
In grad school I studied film scoring, and my favorite part was getting new assignments with unusual instrumentation requirements, unusual style requirements, and other limitations. Like “Score this really uncomfortable love scene with one harp, three flutes, and sound effects.”
I eat that stuff up! That really gets my brain going. I always enjoy seeing how far I can get within the limitations. Sometimes I go beyond the artificial or prescribed limitations, but it’s a place to start.
This code does the same thing: it generates a composition assignment for me with weird limitations, and it really gets my creativity going.
Here’s what it does
The code contains a range of options – musical and otherwise – and when the script is run, the python interpreter (the thing that reads the code) chooses various options and presents them to the user as a “score.” Naturally I use the word “score” very, very loosely here. Here is a list of some things and choices the script generates:
Name of the piece, randomly generated from the English alphabet, between 5 and 15 characters long, including spaces
beats per minute (tempo)
beats per bar (time signature) or “no pulse”
the number of tracks to use to create this piece
the function of each track (melody/ambience/pad/harmony/rhythm/etc.)
a small piece of generated ascii art
one or more audio files from my sample collection to use in this new piece
a short rhythmic motif written in “graphical notation”, extremely open to interpretation
what instruments to use (I basically list everything in my studio and the script decides which ones I use)
what radio frequency to use if “radio” is one of the instruments selected
between 1 and 3 words, chosen from a word list that includes a wide variety of terms, phrases, places, and things, with a large focus on words that describe visual art
I run the code and a new text file is generated, and in this text file are basic instructions for creating a new piece of music.
Examples
Here’s an example:
[crayon-5b87170d0ce14472732490/]
…and here’s another:
[crayon-5b87170d0ce20883812385/]
Weird, right? But also mentally stimulating!
Each new generated piece is a puzzle to solve. Some are outright ridiculous, others show potential. Sometimes the name alone is inspiring. Some of my favorites so far are “Tocuxan Dos” and “Ipaqaho.”
Each little suggestion/requirement is an opportunity to get creative. What does the random song title make me think of? What does the random ascii art look like? What sort of music would those random words describe? What the hell does > O + sound like?
That’s up to the composer. This code doesn’t really compose music, even though I named the script cbcompose.py. Really it just assembles a collection of prompts and invites me to make some sense of it all and create something new.
Does it work?
Yes. I’m currently working on my third new track since I wrote the script. At this rate, I’ll have a new album in a week or so. I’m using techniques, instruments, and sounds that I probably would not have chosen myself, and the challenge of making them work together is invigorating. The music that I am creating based on these constraints is still my music, I just got some creative help from a little computer program.
Try it
I wrote this script to be specific to my own pool of choices, instruments, modular synth modules, etc. but it could easily be adapted to fit yours. I fill my code with comments so that anybody looking at it should be able to make sense of what everything is doing.
If you want to give it a shot, you can download it here: chrisbeckstrom.com/stream/wp-content/uploads/2018/08/cbco... or look at the code in its current state here. Once you download the file, called cbcompose.py, you most likely can run it in a terminal by typing python cbcompose.py (if you saved the file to your home folder). The internet is full of info on using python, so if you get stuck, the answer is a search a way! Of course I can also help too; if you’re interested, let me know!
Stay tuned for some of the audio results of this experiment.
---
(original: chrisbeckstrom.com/2018/08/29/limitations-creativity-a-py...)
31st May 2016 - Meet the Author: The Master Algorithm How The Quest For The Ultimate Learning Machine Will Remake Our World,OECD,Paris,France
Photo: OECD/Christian Moutarde
31st May 2016 - Meet the Author: The Master Algorithm How The Quest For The Ultimate Learning Machine Will Remake Our World,OECD,Paris,France
Pedro Domingos, Professor of Computer Science, University of Washington, United States; Author, The Master Algorithm. How the Quest for the Ultimate Learning Machine Will Remake Our World
Photo: OECD/Christian Moutarde
By Wilkinson Eyre Architects
Installed at Canary Wharf, this egg was lit with a rotating colour display.
Part of the The Big Egg Hunt:
"The Big Egg Hunt is a plan hatched by Elephant Family and Action for Children for a record-breaking egg hunt across Central London to raise money for these two egg-cellent causes!
Over 200 uniquely crafted eggs, created by leading artists, designers, architects and jewellers, are be hidden across the capital"
[website]
Colorized by Artificial Intelligence Algorithm Tool from originally scanned hi-res photo from the respective source.
Credit disclaimer: I do not own the original scanned image and believe that it is in the public domain. These images have been collected from Flickr's search results and/or collected from various internet sources. If you know the link to the original image, please kindly put it into comment section as I will update the description to give full credit to the respective owner.
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pluralistic.net/2024/05/11/for-you/#the-algorithm-tm
A complex control panel whose knobs have all been replaced with the menacing red eye of HAL9000 from Kubrick's '2001: A Space Odyssey.' A skeletal figure on one side of the image reaches out a bony finger to twiddle one of the knobs.
Image:
Cryteria (modified)
commons.wikimedia.org/wiki/File:HAL9000.svg
CC BY 3.0
creativecommons.org/licenses/by/3.0/deed.en
--
djhughman
commons.wikimedia.org/wiki/File:Modular_synthesizer_-_%22...
CC BY 2.0
AMERICA REBORN WORLD DEMOCRACY
VIKEN Z KOKOZIAN ,INFO-AWARENESS
Future Predictions And Coming Trends using Descriptive/Structural Metadata Algorithm Frequency Resonation patterns in Global
News and Current Events From Around The World.
VIKEN Z KOKOZIAN , GLOBAL NEWS ,ILLUMINATE THE HUMAN MIND
"OPEN YOUR THIRD EYE" ,EDUCATE THE HUMAN PSYCHE
TO BETTER YOURSELF AND HUMANITY.
GOVERNMENT-MORTGAGE-RELIEF, INFO-AWARENESS ,
AMERICA REBORN WORLD DEMOCRACY, FIGHT-THE-BANK-FORECLOSURE DEFENSE,
"WARNING WE ARE NOT THE GOVERNMENT WE ARE THE PEOPLE PROTECT YOUR INVESTMENT",
REAL ESTATE LITIGATION FORECLOSURE DEFENSE NATIONWIDE
Principal reduction is clearly a critical strategy for saving homes and stabilizing the economy
Rates starting at 2.99% 30 Year Fixed ,
NO-DEFICIENCY JUDGMENT AGAINST YOU,RESTORE YOUR CREDIT AND START OVER .
sites.google.com/site/fightthebankforeclosuredefence/home ,
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americaworlddemocracy.blogspot.com/,http://america-world-...
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government-mortgage-relief.blogspot.com , info-awareness.blogspot.com
vikenzkokozian.blogspot.com/ ,http://88888force.blogspot.com/
fightthebank.blogspot.com/ ,http://fight-the-bank.blogspot.com/
truth-perception.blogspot.com/ ,http://twitter.com/INFOAWARENESS
www.government-mortgage-relief.com/ , www.youtube.com/88888force,
vikenzkokozian.wordpress.com/,http://info-awareness.blogs...,
www.facebook.com/infoawareness.vikenzkokozian, www.nationalshortsalebrokers.com/gmr_eligibilityaccess.php,
www.hr1theamericanrecoveryandreinvestmentactof2009.com/,h...,
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m/, www.stopforeclosurefightthebank.com/ ,http://www.unitedstatesforeclosurelaws.com/,
www.unitedstatesforeclosureprocedurelaws.com/ ,http://www.stopforeclosurelegalresearch.com/,
www.hr3221housingandeconomicrecoveryactof2008.com/ ,http://www.fha-loan-limits-by-state-and-county.com/,
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1-858-366-4777 Skype ,1-800-270-2928
AMERICA REBORN WORLD DEMOCRACY
VIKEN Z KOKOZIAN ,INFO-AWARENESS
Future Predictions And Coming Trends using Descriptive/Structural Metadata Algorithm Frequency Resonation patterns in Global
News and Current Events From Around The World.
VIKEN Z KOKOZIAN , GLOBAL NEWS ,ILLUMINATE THE HUMAN MIND
"OPEN YOUR THIRD EYE" ,EDUCATE THE HUMAN PSYCHE
TO BETTER YOURSELF AND HUMANITY.
GOVERNMENT-MORTGAGE-RELIEF, INFO-AWARENESS ,
AMERICA REBORN WORLD DEMOCRACY, FIGHT-THE-BANK-FORECLOSURE DEFENSE,
"WARNING WE ARE NOT THE GOVERNMENT WE ARE THE PEOPLE PROTECT YOUR INVESTMENT",
REAL ESTATE LITIGATION FORECLOSURE DEFENSE NATIONWIDE
Principal reduction is clearly a critical strategy for saving homes and stabilizing the economy
Rates starting at 2.99% 30 Year Fixed ,
NO-DEFICIENCY JUDGMENT AGAINST YOU,RESTORE YOUR CREDIT AND START OVER .
sites.google.com/site/fightthebankforeclosuredefence/home ,
government-mortgage-relief.com , www.youtube.com/88888force
americaworlddemocracy.blogspot.com/,http://america-world-...
federal-government-foreclosure-relief.blogspot.com/ ,
government-mortgage-relief.blogspot.com , info-awareness.blogspot.com
vikenzkokozian.blogspot.com/ ,http://88888force.blogspot.com/
fightthebank.blogspot.com/ ,http://fight-the-bank.blogspot.com/
truth-perception.blogspot.com/ ,http://twitter.com/INFOAWARENESS
www.government-mortgage-relief.com/ , www.youtube.com/88888force,
vikenzkokozian.wordpress.com/,http://info-awareness.blogs...,
www.facebook.com/infoawareness.vikenzkokozian, www.nationalshortsalebrokers.com/gmr_eligibilityaccess.php,
www.hr1theamericanrecoveryandreinvestmentactof2009.com/,h...,
www.federalgovernmentforeclosurerelief.com/,http://www.hr...
m/, www.stopforeclosurefightthebank.com/ ,http://www.unitedstatesforeclosurelaws.com/,
www.unitedstatesforeclosureprocedurelaws.com/ ,http://www.stopforeclosurelegalresearch.com/,
www.hr3221housingandeconomicrecoveryactof2008.com/ ,http://www.fha-loan-limits-by-state-and-county.com/,
twitter.com/infoawareness, twitter.com/88888FORCE,
www.fightthebanknow.com/in-the-news/wellsfargocalifornial...
sites.google.com/site/fightthebankforeclosuredefence/alab...
sites.google.com/site/fightthebankforeclosuredefence/cali...
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A wee story to illustrate Word Time Week #8. Words - tram, Edinburgh, vodka, simultaneously, algorithm, vase, arsenal, bra, villainous, squirrel, duvet
AMERICA REBORN WORLD DEMOCRACY
VIKEN Z KOKOZIAN ,INFO-AWARENESS
Future Predictions And Coming Trends using Descriptive/Structural Metadata Algorithm Frequency Resonation patterns in Global News and Current Events From Around The World.
VIKEN Z KOKOZIAN , GLOBAL NEWS ,ILLUMINATE THE HUMAN MIND
"OPEN YOUR THIRD EYE" ,EDUCATE THE HUMAN PSYCHE
TO BETTER YOURSELF AND HUMANITY.
GOVERNMENT-MORTGAGE-RELIEF, INFO-AWARENESS ,
AMERICA REBORN WORLD DEMOCRACY, FIGHT-THE-BANK-FORECLOSURE DEFENSE,
"WARNING WE ARE NOT THE GOVERNMENT WE ARE THE PEOPLE PROTECT YOUR INVESTMENT",
REAL ESTATE LITIGATION FORECLOSURE DEFENSE NATIONWIDE
Principal reduction is clearly a critical strategy for saving homes and stabilizing the economy
Rates starting at 2.99% 30 Year Fixed ,
NO-DEFICIENCY JUDGMENT AGAINST YOU,RESTORE YOUR CREDIT AND START OVER .
sites.google.com/site/fightthebankforeclosuredefence/home ,
government-mortgage-relief.com , www.youtube.com/88888force
americaworlddemocracy.blogspot.com/,http://america-world-...
federal-government-foreclosure-relief.blogspot.com/ ,
government-mortgage-relief.blogspot.com , info-awareness.blogspot.com
vikenzkokozian.blogspot.com/ ,http://88888force.blogspot.com/
fightthebank.blogspot.com/ ,http://fight-the-bank.blogspot.com/
truth-perception.blogspot.com/ ,http://twitter.com/INFOAWARENESS
www.government-mortgage-relief.com/ , www.youtube.com/88888force,
vikenzkokozian.wordpress.com/,http://info-awareness.blogs...,
www.facebook.com/infoawareness.vikenzkokozian, www.nationalshortsalebrokers.com/gmr_eligibilityaccess.php,
www.hr1theamericanrecoveryandreinvestmentactof2009.com/,h...,
www.federalgovernmentforeclosurerelief.com/,http://www.hr..., www.stopforeclosurefightthebank.com/ ,http://www.unitedstatesforeclosurelaws.com/,
www.unitedstatesforeclosureprocedurelaws.com/ ,http://www.stopforeclosurelegalresearch.com/,
www.hr3221housingandeconomicrecoveryactof2008.com/ ,http://www.fha-loan-limits-by-state-and-county.com/,
twitter.com/infoawareness, twitter.com/88888FORCE,
www.fightthebanknow.com/in-the-news/wellsfargocalifornial...
sites.google.com/site/fightthebankforeclosuredefence/alab...
sites.google.com/site/fightthebankforeclosuredefence/cali...
sites.google.com/site/fightthebankforeclosuredefence/alas...
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Participants at the Bodily Algorithms workshop, 4 April 2011, Ian Potter Sculpture Court.
Hosted by Tim Schork, Charles Anderson and Gideon Obarzanek.
I thought that this was a funny depiction of how Google’s algorithm may work and is the second cartoon in our series.
Using an alphabet composed of letterfroms created from exactly two rectangles on a background square, I created an inverted zigurrat of words.
Colorized by Artificial Intelligence Algorithm Tool from originally scanned hi-res photo from the respective source.
Credit disclaimer: I do not own the original scanned image and believe that it is in the public domain. These images have been collected from Flickr's search results and/or collected from various internet sources. If you know the link to the original image, please kindly put it into comment section as I will update the description to give full credit to the respective owner.
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Visit my portfolio sites:
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Handheld Motorola Atrix 2, GingerBread
In-phone, 6 shot panorama stitch
The Ittiam Panorama algorithm for Mobile and Cellphone cameras, Smartphones and Tablets performs multi-shot combinations up to a 360 degree view. It uses intelligent image registration, intensity /white balance correction, optimal seam selection and blending methods to obtain high quality panorama images. The Panorama algorithm is part of Ittiam's Imaging SDK. The photograph was taken using an Android camera application based on Ittiam's Imaging SDK. All processing for this photograph was done in phone, unless explicitly noted.
For further information, please see Ittiam's Panorama Algorithm Web Page
Colorized by Artificial Intelligence Algorithm Tool from originally scanned hi-res photo from the respective source.
Credit disclaimer: I do not own the original scanned image and believe that it is in the public domain. These images have been collected from Flickr's search results and/or collected from various internet sources. If you know the link to the original image, please kindly put it into comment section as I will update the description to give full credit to the respective owner.
Please follow, like and leave a comment for more exiting future notifications.
My websites:
Visit my portfolio sites:
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FOLLOW ME:
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@ Corfu city
the title:: www.youtube.com/watch?v=k0xgjUhEG3U -- "Big Bag Theory", Season 2, Episode 13
Created entirely through programming. This series is roughly based on the idea of Conway's Game of Life.
Prints of selected works are available at www.tylerlhobbs.com/.
Colorized by Artificial Intelligence Algorithm Tool from originally scanned hi-res photo from the respective source.
Credit disclaimer: I do not own the original scanned image and believe that it is in the public domain. These images have been collected from Flickr's search results and/or collected from various internet sources. If you know the link to the original image, please kindly put it into comment section as I will update the description to give full credit to the respective owner.
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www.youtube.com/channel/UC8JtcV_EejccsUNXSK_ejcw Springs of Eden
Showing the fast paper solution of a two dimensional rat in a maze genetic algorithm by means of convergent 'best schema'. The technqiue will work with multiple dimensions, multiple targets and moving targets. This is preliminary solution for empty maze (the general solution works on any fill of maze so long as it it is soluble).
Provided that either:
a) the maze is of limited dimension
or
b) the rat moves (even the slightest bit) faster than the targets
then it always obtains a solution for (catches) each target.
If you zoom the photograph, you may be able to figure out how I'm doing it.
Handheld, Samsung Nexus Prime, ICS
In-phone, 3 exposure combination
The Ittiam High Dynamic Range (HDR) algorithm for Mobile and Cellphone cameras, Smartphones and Tablets intelligently selects the exposures of the constituent images and combines the details using advanced de-noising, anti-ghosting and tone mapping techniques to obtain high quality HDR images. The HDR algorithm is part of Ittiam's Imaging SDK. The photograph was taken using an Android camera application based on Ittiam's Imaging SDK. All processing for this photograph was done in phone, unless explicitly noted.
For further information, please see Ittiam's HDR Algorithm Web Page
Grammatic coding rat in maze algorithm generation one elite and engineered chromosome.
The elite (in generation zero) was chromosome A & it is now genetically engineerd such that its primary schema (North/East) predominate thoroughout it..
The reversed chromosome F* is also copied in here (as a demonstration).
Ignore the scores for now: (these are scores relating to generation 1 complete)
Ro m theta sigma : 5 -0.03 100 1 \ T N Xo : 99.8 500 100 nboot: 1600 commit db6ab3414241d080a1d486ad01107aa288c4a4a6
Colorized by Artificial Intelligence Algorithm Tool from originally scanned hi-res photo from the respective source.
Credit disclaimer: I do not own the original scanned image and believe that it is in the public domain. These images have been collected from Flickr search results. If you know the link to the original image, please kindly put it into comment section as I will update the description to give full credit to the respective owner.
Please follow, like and leave a comment.
My websites:
Visit my portfolio sites:
FOLLOW ME:
www.youtube.com/channel/UC8JtcV_EejccsUNXSK_ejcw Springs of Eden
By Wilkinson Eyre Architects
Installed at Canary Wharf, this egg was lit with a rotating colour display.
Part of the The Big Egg Hunt:
"The Big Egg Hunt is a plan hatched by Elephant Family and Action for Children for a record-breaking egg hunt across Central London to raise money for these two egg-cellent causes!
Over 200 uniquely crafted eggs, created by leading artists, designers, architects and jewellers, are be hidden across the capital"
[website]
How do Sorting Algorithms look like? A pixelrow of a photograph is taken and then sorted by colorvalues. Done with processing.
Created entirely through programming. This series is roughly based on the idea of Conway's Game of Life.
Prints of this work are available on Tyler Hobbs Art.
AMERICA REBORN WORLD DEMOCRACY
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Facebook Algorithmic Factory sheds light on the invisible processes that take place inside the world’s largest social network. Inside this black box, non-transparent algorithms are deciding what kind of content will become a part of our reality, what will be censored or deleted, which ideas will spread and what news gain most visibility. They are also defining new forms of labor and exploitation. Users are no longer clients. We only provide data, which serves as raw material for the production of digital profiles – a key commodity on internet stock markets.
Facebook Algorithmic Factory generates an enormous amount of wealth and power by creating a deep economic gap between those who own and control the means of production and their users, who often live below the poverty line. The layers of algorithmic data processing may conceal new forms of human rights violation, novel mechanisms for exploitation and manipulation that we no longer control. Our first step in fighting them back is to make them visible.
Credit: Jürgen Grünwald