*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

Since founding Art Blocks in 2020, artist Erick Calderon (a.k.a. Snowfro) has been intrigued by the idea of representing digital artwork in the physical world in the form of an ephemeral physical object with meaning, but with no inherent value. 

Donald Judd has long been an inspiration for Art Blocks. One aspect we admire most about Judd’s artistic practice is the elegance of design he effortlessly paired with the accessibility of materials that could be found at a hardware store. With Judd as inspiration, we hatched a plan to create a unique generative art friendship bracelet that includes instructions to make, in minutes, a simple bracelet using a few dollars’ worth of embroidery floss. Donald Judd believed that what surrounds us in our day-to-day life is already so beautiful, and that ultimately the experience of creating art is as important as owning it.

Erick was incredibly excited to collaborate with renowned artist Alexis André (a.k.a. MacTuitui) to bring generative art and ephemeral physical objects together in the form of friendship bracelets. Conceptualized by Erick and aesthetically and programmatically designed by Alexis, this project pairs creative coding with a beautiful spectrum of embroidery floss colors. The project was a true team effort, as each member of the Art Blocks team designed and named their own color palette!

The project is a token of our appreciation to the creators, makers, builders, and collectors who have all contributed to making the Art Blocks community what it is today. Participating in this project is a signal, both online and IRL, that you’re a participant in this evolution of art + community. You are pushing the best ideas forward. You are the reason all of these imaginative projects come to life. Our community is what makes all of this possible. So, to say it plainly, we appreciate you, and we hope that you’ll accept this bracelet as a token of our special friendship!

The owner of any wallet with an Art Blocks piece at the time of snapshot (October 26, 2022, at 3pm US Central time) is eligible to claim two mints from this special generative art project. We would love to see you keep one bracelet and share your love for generative art by gifting your second mint! These mints are free to claim (you pay only the gas) and exist on L1 Ethereum. Please note that we may in the future release additional modified iterations of the Friendship Bracelets project, ideally on an L2 scaling solution, that may substantially increase the total supply of tokens related to the project, with the intent of being a more accessible entry point to a larger audience. But this version is what we're here to celebrate today, and this gift is for you in gratitude for your support along the way. Please enjoy this token of our friendship and explore the wonderful artwork created by Alexis André. Then, let's all make bracelets together! 

Warmly,
Alexis + Erick + the Art Blocks team



The claim window expires on January 10, 2023, at noon US Central time.

Click into the Display Notes for information about making your bracelet.

Friendship Bracelets

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.

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