Work, Automation, and Human Agency
Where'd You Go BernadetteElgin’s technology and Bernadette’s use of remote labor form a contrast about convenience, independence, and who performs the work that sustains a life.
increasing
Bearing strength in each event
decreasing
A Robot Named Samantha

A Robot Named Samantha
Automation as assistance
Elgin develops Samantha, a voice-controlled robot that can perform simple household tasks. The project reflects a belief that technology can extend what people are able to do.
Limits become visible
The robot’s cost and mechanical complexity prevent it from scaling. The experience leads Elgin to seek a different interface rather than abandoning the goal of practical assistance.
A Thought-Controlled System

A Thought-Controlled System
Removing the robot
Samantha 2 uses brain signals to operate household technology without a mobile robot. The demonstration reveals a more direct form of access for people whose movement is limited.
Independence as a goal
Elgin’s presentation emphasizes wounded veterans’ ability to cook, watch television, and use a computer. The project treats technology as a tool for agency rather than merely convenience.
Remote Work at Home

Remote Work at Home
A life outsourced
Bernadette uses Manjula to arrange travel, errands, and household tasks without leaving the house. The service offers a version of assistance that does not depend on a machine.
Human costs hidden
Bernadette values the arrangement for its convenience, but the virtual connection conceals the labor relationship and exposes the family to identity theft. Convenience depends on trust that has not been earned.
A Family Disagreement About Tools

A Family Disagreement About Tools
Bee’s accusation
Bee argues that both Elgin’s project and Bernadette’s assistant arrange for someone else to handle tasks. She uses the comparison to challenge her father’s condemnation of Bernadette.
Different purposes
Elgin’s research aims to restore independence to people with disabilities, while Bernadette’s service helps her avoid social contact. The comparison exposes both the power of technology and the limits of equating assistance with avoidance.
The Work Continues Elsewhere

The Work Continues Elsewhere
A project interrupted
Microsoft cancels Samantha 2 as a medical application and folds the work into games. Elgin leaves the company rather than treating the original goal as complete.
Purpose beyond institution
He hopes to continue research at the University of Washington despite losing control of the patents. His decision suggests that meaningful work can outlast the organization that first funded it.
Before the events of the main story
At Elgin’s TED presentation
During the Seattle years
During Bee and Elgin’s voyage
After Samantha 2 is canceled