*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

Synapses is a generative study on movement and texture. Thousands of particles flow in space leaving a trail of their journey. the movements are inspired by swarm behavior and flocking mechanism. The trails when left by each particle resembles the graphite or carbon smudges on the white canvas. The particles follow either single or multiple vectors to create these intricate details.

Synapses

This project symbolizes generative artists united by the common idea of Art Blocks. Each panel on the block is a small generative art piece with several random parameters that live their own life while simultaneously being part of the composition. 

Each art contains one letter of the words ART BLOCKS. A collector who possesses all nine letters becomes a member of the TBOA club.

The Blocks of Art

“Apparitions” is an exploration of the space between algorithmic and organic. Each “Apparition” is unique to the transaction that originated it. Created by Aaron Penne

Apparitions

*The mind moves at the speed of dreams.
Hold on! Hold on! Hold on!
I like to think of my brain as a hand,
palm of my soul, fragile nerve bundle.
I think about my brain as I hold my heart
in both hands — a private thing, a pulsing secret.
It fills my palms and bones with heat.
The world is full of heartbeat.
I am trying to hold it all together...*
    &nbsp; -- &nbsp;Excerpt from *STILL MOVING*, by Technelegy

**NOTE: To fully experience *STILL MOVING*, please open in LIVE VIEW and enable your webcam for motion tracking.**

The first project of its kind, *STILL MOVING* is an interactive poem about humanity’s visceral engagement with the virtual – written and published via the blockchain as a token word performance, and embodied by each collector as a uniquely intimate, personalized interpretation. In this epic on-chain ode to the relationship of bodies and machines, literal and figurative wordplay activates the liminal space between text and reader, extending the two-dimensional screen/page into a somatic, material realm where language moves us in every sense of that phrase – up, down, sideways, forwards, backwards, and in otherwise inexpressible directions – urging us to reclaim our dynamism and intuitive physicality in an age of technological acceleration, bodily inertia, and rote gestures.

A collaboration between Nathaniel Stern and Sasha Stiles – rooted in Stiles’ AI-powered verse and Stern’s career in digital, interactive, and networked art – *STILL MOVING* is an ars poetica about what it means to be a human body facing a machine: a showdown, a form of worship, a distraction, a mirror gaze, an other, an alter, an alter. After we bend to our technologies, do we spring back into shape, or assume new forms? Where does input end, and output begin? As we continue to think, work, and play faster than ever while rooted in place, it is still possible to be moved – *really* moved?

*STILL MOVING* also embodies the future of web3 literature, in which the book – read-only – evolves into a read-write-interact experience, and authors begin to adopt such tools as webcams and NFTs in their writerly arsenal. In each unique edition of *STILL MOVING*, camera-based motion tracking (data confined to your local machine only) facilitates a play-full and meaning-full interface between the reader’s physical self and language on screen. Human forms and gestures shape machine expression, and vice versa, cybernetic serendipity inspires poetic association. Make a move, and be moved… Stand still, and instill meaning…

Palettes pair paper, charcoal, and pencil colorings – emblematic of the stationery/stationary – with neon and electric highlights that nod to computational restlessness. Preview images feature lines from the core poem, potent standalone phrases, or rare, gestural graphics and images, caught somewhere between language and illustration, expression and wordless apprehension. 


**FUNCTIONS**

*Click inside the interaction area if any of the function keys below are not working.*

*Space Bar* to toggle Play/Pause the interaction and animation

*'d'* Downloads the current image at the screen/browser resolution

*Up/Down arrows* increase/decrease camera sensitivity by 5
(for use in high and low light situations;
0-150, default is 90; higher numbers = more text)

*Top two keyboard rows (numbers 1 thru 0 and letters q thru p)* also birth semi-mapped text

*'c'* toggles Camera use (if present and on) between keyboard only or both

*'v'* Views/hides the Verse (your poetry / your iteration’s text)

*'f'* toggles Full screen (Live View only)

*'s'* downloads / Saves the entire AI poem to the hard drive

Art Blocks Curated

Still Moving #37

Nathaniel Stern and Sasha Stiles

More in Art Blocks Curated

Cerebellum

Laya Mathikshara & Santiago

Synapses

Chaosconstruct

The Blocks of Art

Shvembldr

Apparitions

Aaron Penne

Art

Company

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