1 the Road
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''1 the Road'' is an experimental novel composed by
artificial intelligence Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
(AI). Emulating
Jack Kerouac Jean-Louis Lebris de Kérouac (; March 12, 1922 – October 21, 1969), known as Jack Kerouac, was an American novelist and poet who, alongside William S. Burroughs and Allen Ginsberg, was a pioneer of the Beat Generation. Of French-Canadian ...
's ''
On the Road ''On the Road'' is a 1957 novel by American writer Jack Kerouac, based on the travels of Kerouac and his friends across the United States. It is considered a defining work of the postwar Beat and Counterculture generations, with its protagoni ...
'', Ross Goodwin drove from New York to New Orleans in March 2017 with an AI in a laptop hooked up to various sensors, whose output the AI turned into words that were printed on rolls of receipt paper. The novel was published in 2018 by Jean Boîte Éditions. Goodwin left the text unedited. Although he felt the prose was "choppy", and contained typographical errors, he wanted to present the machine-generated text verbatim, for future study. The story begins: "It was nine seventeen in the morning, and the house was heavy".


Concept and execution

Emulating
Jack Kerouac Jean-Louis Lebris de Kérouac (; March 12, 1922 – October 21, 1969), known as Jack Kerouac, was an American novelist and poet who, alongside William S. Burroughs and Allen Ginsberg, was a pioneer of the Beat Generation. Of French-Canadian ...
's novel ''
On the Road ''On the Road'' is a 1957 novel by American writer Jack Kerouac, based on the travels of Kerouac and his friends across the United States. It is considered a defining work of the postwar Beat and Counterculture generations, with its protagoni ...
'', Ross Goodwin traveled from New York to New Orleans in March 2017 with three sensors, providing real-world input; a surveillance camera mounted on the trunk, trained on the passing scenery; a microphone, picking up conversations inside the car, and additionally the
Global Positioning System The Global Positioning System (GPS) is a satellite-based hyperbolic navigation system owned by the United States Space Force and operated by Mission Delta 31. It is one of the global navigation satellite systems (GNSS) that provide ge ...
(GPS), tracking the car's location. Input from these sources, and the time provided by the computer's internal clock, was fed into a
long short-term memory Long short-term memory (LSTM) is a type of recurrent neural network (RNN) aimed at mitigating the vanishing gradient problem commonly encountered by traditional RNNs. Its relative insensitivity to gap length is its advantage over other RNNs, ...
recurrent neural network Recurrent neural networks (RNNs) are a class of artificial neural networks designed for processing sequential data, such as text, speech, and time series, where the order of elements is important. Unlike feedforward neural networks, which proces ...
, which in turn generated sentences on rolls of receipt paper. The car was a Cadillac; Goodwin explained later he wanted an "authoritative" car (and was unable to get a Ford Crown Victoria), and worried that people might think him a terrorist if they saw the car with its electronics and wires.
Google Google LLC (, ) is an American multinational corporation and technology company focusing on online advertising, search engine technology, cloud computing, computer software, quantum computing, e-commerce, consumer electronics, and artificial ...
paid part of the cost, having become interested in Goodwin's work at
New York University New York University (NYU) is a private university, private research university in New York City, New York, United States. Chartered in 1831 by the New York State Legislature, NYU was founded in 1832 by Albert Gallatin as a Nondenominational ...
. Accompanying him were five other people (including his sister and his fiancée), and the Cadillac was followed by a film crew which documented the four-day journey; the documentary was directed by Lewis Rapkin.


Training dataset

The training dataset included a sample
fiction Fiction is any creative work, chiefly any narrative work, portraying character (arts), individuals, events, or setting (narrative), places that are imagination, imaginary or in ways that are imaginary. Fictional portrayals are thus inconsistent ...
, consisting of three different
text corpora In linguistics and natural language processing, a corpus (: corpora) or text corpus is a dataset, consisting of natively digital and older, digitalized, language resources, either annotated or unannotated. Annotated, they have been used in cor ...
, each with about 20 million words—one with poetry, one with science fiction, and one with "bleak" writing, in Goodwin's words. It had also been fed a data set from
Foursquare Four square is a ball game. Four square may also refer to: Internet and entertainment * Foursquare City Guide, a local search and discovery app * 4 Square (game show), ''4 Square'' (game show), a British game show * 4 Square (TV series), ''4 Squ ...
; the AI recognized locations from Foursquare, and appended commentaries to them. The conversations captured inside the car were rendered in mutated fashion. The locations provided by the GPS were outputted verbatim, to open the day's writing. The novel was generated letter by letter. Due to continual input from the GPS and time clock, the novel often mentions the
latitude In geography, latitude is a geographic coordinate system, geographic coordinate that specifies the north-south position of a point on the surface of the Earth or another celestial body. Latitude is given as an angle that ranges from −90° at t ...
,
longitude Longitude (, ) is a geographic coordinate that specifies the east- west position of a point on the surface of the Earth, or another celestial body. It is an angular measurement, usually expressed in degrees and denoted by the Greek lett ...
, and time of day. It was printed unedited and thus is "choppy", according to Goodwin; typos were retained, since he wanted to show the text "in its most raw form". Goodwin said his main purpose for this novel is to reveal the way machines create words: "In the future when this text becomes more sophisticated it's a warning. If you see patterns like this, it may not have been written by a human".


Reviews

Thomas Hornigold, writing for '' Singularity Hub'', concluded that the AI is no Jack Kerouac, but that "you might see, in the odd line, the flickering ghost of something like consciousness, a deeper understanding".
Brian Merchant Brian Merchant is an American technology journalist and author. His work often focuses on how technology, environmental, and societal issues interact. has appeared in New York Times, Wired, Slate, the Atlantic, and the Guardian. In 2023 and 2024 ...
of ''
The Atlantic ''The Atlantic'' is an American magazine and multi-platform publisher based in Washington, D.C. It features articles on politics, foreign affairs, business and the economy, culture and the arts, technology, and science. It was founded in 185 ...
'' read the entire novel in one sitting. He could not recognize a coherent plot or story arc, but saw "plenty of pixelated poetry in its ragtag assemblage of modern American imagery. And there are some striking and memorable lines".


Ross Goodwin biography

Ross Goodwin, a former
ghostwriter A ghostwriter is a person hired to write literary or journalistic works, speeches, or other texts that are credited to another person as the author. Celebrities, executives, participants in timely news stories, and political leaders often h ...
for the
Obama administration Barack Obama's tenure as the 44th president of the United States began with his first inauguration on January 20, 2009, and ended on January 20, 2017. Obama, a Democrat from Illinois, took office following his victory over Republican nomine ...
and a creative technologist, has often used
neural network A neural network is a group of interconnected units called neurons that send signals to one another. Neurons can be either biological cells or signal pathways. While individual neurons are simple, many of them together in a network can perfor ...
s to create poetry and screenplays. Notable works include the short film ''
Sunspring ''Sunspring'' is a 2016 experimental film, experimental science fiction film, science fiction short film entirely written by an artificial intelligence bot using neural networks. It was conceived by BAFTA-nominated filmmaker Oscar Sharp and NYU AI ...
'', starring
Thomas Middleditch Thomas Steven Middleditch (born March 10, 1982) is a Canadian actor. He is known for his role as Richard Hendricks in the HBO series ''Silicon Valley'' (2014–2019), earning a nomination for the Primetime Emmy Award for Outstanding Lead Actor in ...
and directed by Goodwin's frequent collaborator
Oscar Sharp Oscar Sharp is a BAFTA-nominated British filmmaker best known for short films ''The Kármán Line'', ''Sign Language'' and ''Sunspring'', and upcoming television series ''The Human Conditions'' for HBO MAX, produced by Damon Lindelof and Matt Reeves ...
, and Word.Camera, an 1885
bellows A bellows or pair of bellows is a device constructed to furnish a strong blast of air. The simplest type consists of a flexible bag comprising a pair of rigid boards with handles joined by flexible leather sides enclosing an approximately airtig ...
camera that outputs poetry about whatever it is pointed at when the button is pressed. His Master's Thesis at
New York University New York University (NYU) is a private university, private research university in New York City, New York, United States. Chartered in 1831 by the New York State Legislature, NYU was founded in 1832 by Albert Gallatin as a Nondenominational ...
was a project called "Narrated Reality", for which he walked around the city with a backpack containing compass, punch clock, and camera; data from these devices was fed into an
LSTM Long short-term memory (LSTM) is a type of recurrent neural network (RNN) aimed at mitigating the vanishing gradient problem commonly encountered by traditional RNNs. Its relative insensitivity to gap length is its advantage over other RNNs, hi ...
neural network whose output was "weird associative poetry". A year after ''1 the Road'',
Google Google LLC (, ) is an American multinational corporation and technology company focusing on online advertising, search engine technology, cloud computing, computer software, quantum computing, e-commerce, consumer electronics, and artificial ...
hired him to work with their Artists and Machine Intelligence project.


Quotes

*"All the time the sun / Is wheeling out of a dark bright ground". *"The time was one minute past midnight. But he was the only one who had to sit on his way back. The time was one minute after midnight and the wind was still standing on the counter and the little patch of straw was still still and the street was open".


References

{{reflist


External links


''Automatic On The Road - Gonzo AI Robot Writes Road Trip Novel''
11-minute documentary by Lewis Rapkin Artificial intelligence publications 2018 American novels Travel novels Natural language generation Adaptations of works by Jack Kerouac On the Road