Santiago

*Please Note: This is an Exponential Dutch Auction (no settlement). The price you purchase is the price you will pay.*

An ideal human being is one big optimization problem. We have a goal - we optimize our actions to maximize the outcome of this goal. 
In our initial days, we optimize to stay alive, during school, we optimize to study well, gain skills and obtain the best scores.

As we progress in our careers we optimize to get the most amount of money, material growth, and maybe even influential growth such as fame.

As we age we optimize to minimize diseases and maximize our lifespan - we workout, we eat healthily, we retire, and rest 

As ideal as it sounds, how do we know what exact actions would lead to maximizing my outcome? At this very moment - instead of reading this should you be doing something else that would make your life’s outcome better? Maybe, maybe not - We don't know... Although, we do find out through trial and error. 

In the grand scheme of things we’re just an agent exploring actions around us, learning which ones increase our reward and choosing the path that seems to lead to the maximum reward. Cerebellum is a window (pun intended) of the human mind - a continuously evolving art piece that is built on top of a reinforcement learning agent that is learning and optimizing and evolving as you see it. 

The project starts with an untrained model of a reinforcement learning agent that is deployed in an environment where it is faced with positive reward and negative reward. The agent is also equipped with a bunch of eyes that lets it sense the objects around it and judge if it wants to go ahead and consume the object or abstain and move in a different direction. The agent here is optimization to maximize its positive rewards while avoiding the negative ones. How does the agent know if a reward is positive or negative? - It learns that after experiencing a bunch of samples. And the magic is - all of this happens in your browser. The seemingly random motion of the agent at the beginning running into everything it sees subsides with time as it learns better about the environment and only hits on the positive rewards. How fast does this happen? Depends on your luck - every art has agents with varied number of eyes and range of these eyes. In addition with every refresh your agent would start from a new place, taking a new path - a path that might lead to it learning things at a different pace depending on what it comes across as it explores. To add some practicality - the environment also has some walls, elements that just block the agent from moving doesn’t add or decrease rewards. Hinders the agent’s movement, lets it find a different path - sometimes this is needed for the agent to strategize, sometimes it's just a hindrance… I’ll leave this to your imagination as you see the agent in action…
The seemingly random motion - the path towards true understanding - the process of optimisation is captured by the windows. Windows that show the beauty of this process expressed in a variety of ways. 

Cerebellum is a window into the black box of AI, an unapologetic exaltation of the unpolished, an ode to the process and its aesthetic vernacular.

+ Press 'p' to switch from 2d/3d views
+ Press 'e' to expose the reinforced learning layer
+ Press 't' to pause/unpause the training of the agent
+ Press 'w' to randomize the walls of the training environment

On mobile, tap to switch from 2d to 3d

Cerebellum

~ *'For you are dust, and to dust, you shall return'* ~ Genesis 3:19

This specific passage of the Genesis, speaks about how the certainty of death should serve us as a reminder to remain humble in life. Within my agnostic interpretation, it is more of a call for a sustainable, ethical and mindful way of life.

3:19 is a chronological conjecture, a reflective proposition about the future, and a speculative evaluation of our present. Rocks symbolize the unavoidable progress of time, like dust clusters containers to millennia of evolution. Despite we think of them as immutable objects, rocks are time-based generative organisms. Depicting eras of existence through colorful layers assembled in complex and captivating patterns serves as a 'live' reminder that, no matter how much we avoid thinking of the future, it will, eventually, catch up with us.

Despite being capable of generating thousands of combinations via color and shape, only 19 iterations will ever see the day of light, remaining the rest voided in the obliviousness of time. Since after all, let's not forget, we are all dust, and to dust, we will return.

&rarr; Explore by 'dragging' the rock around.
&rarr; Navigate time using the keyboard's 'left' and 'right' arrows.

3:19

Cosmodesias imagines a region not subjected to orthodox physical space-time conventions. Light trails navigate a multi-dimensional space warped and bent by mathematical formulas, producing imaginary volumes which become a humble reminder of the vast unknown surrounding us and our existence.

High res print version available for collectors at: 
https://proper-code.com/cosmodesias#{token_id}

Cosmodesias

The Curated Collection includes projects that have been selected by Art Blocks’ Curation Board for their world-class innovation, technical rigor, and aesthetic beauty.

curated

This collection comprises projects screened and selected by Art Blocks and embodies our standards for artistic creativity, conceptual rigor, and technical achievement.

presents

This is the place where we tinker. What lives here is free of theme or architecture but the one common strand is that these projects all grant us delight.

explorations

The Art Blocks × Pace collection includes boundary-pushing generative projects by select Pace artists developed in partnership with Pace Verso.

artblocksxpace

Through an exhibition program that extends across galleries globally, Art Blocks × Bright Moments showcases and launches the work of acclaimed natively generative artists.

Santiago

@Santiago

Cerebellum

3:19

Cosmodesias

Art

Company

Learn