Game of Thrones: “Winter Is Coming”
From Jon Snow’s world, the warning gathers over the global economy.
The tariff flurries of 2018 have hardened into frost as strategy toward
China is rewritten. Smoot–Hawley (1930) stands as a warning from an
age of ten years of depression followed by six years of war—a
sequence that may yet prove an optimistic measure of the winter ahead.
The cold may outlast a generation; for many, spring may never come.
Genesis — Chapter 8: Strategy
In Genesis, Kissinger and Schmidt examine AI’s
transformation of humanity and the strategic choices it demands.
Chapter 8 places human agency and dignity at the center of that
response: develop machines compatible with human purposes while
preserving the capacity to shape the relationship as both evolve.
Within an individual practice, this becomes a commitment to grow
through AI while retaining sufficient understanding to direct its use
and judge what its expanding capabilities should serve.
BLAME!’s Net Terminal Gene
In BLAME!, an infection deprives humanity of the Net Terminal
Gene, cutting people off from the technological order that once
served them. In reality, an analogous loss can occur through
dependence on AI: the intellectual and practical ability to control
AI and robots gradually disappears as their assistance becomes
indispensable. Maintaining this Net Terminal Gene is difficult,
even with the fortunate foundation of Linux and Windows kernel
programming acquired before AI became commonplace. The continuing
effort is to organize the knowledge and understand the mechanisms
well enough to keep working when AI is unavailable—to remain
among those trying to prevent that capacity from disappearing.
Ghost in the Shell: Puppet Mastery and Genetic Recombination
Puppet mastery takes a slight turn from the Puppet Master of
Ghost in the Shell: it describes a symbolic genetic
recombination between human intellect and the capabilities of AI
and robots. A user coordinates these agents while also developing
through their use, forming new working combinations from human
judgment, technical experience, and machine capabilities. This
evolution occurs through the work itself, making designs previously
beyond individual reach attainable. The Net Terminal Gene preserves
the understanding needed to direct the process, while being a
puppet master allows that understanding to grow through an
increasingly capable partnership with machines.
Overcoming Time and Space Complexity
In computer science—one of my undergraduate
concentrations—the theory of computation studies how
computational time and memory requirements grow with a
problem’s size. Within an individual life, those constraints
also appear as limited working time and the breadth of activity
that can be sustained. Preserving the Net Terminal Gene and being
a puppet master make it possible to push against these limits.
Agents can pursue parallel work and maintain context across
projects, allowing more ideas to reach completion within the
same finite lifetime and more fields to remain connected
within one practice.
Fred Brooks’s Mythical Man-Month
“Adding manpower to a late software project makes it
later,” Brooks warns in The Mythical Man-Month.
As a software architect working across clinical medicine, robot
kernel programming, the formulation and simulation of new
hemodynamic models, and application development, I can hold the
clinical question and its implementation within one coherent
understanding. AI agents then expand the capacity for execution
while that understanding supplies a common direction. Fewer
translations between separate specialists can reduce the
coordination burden Brooks describes, making it possible to
undertake more ambitious projects without multiplying every
human handoff.
John 3:27
“A man can receive nothing except it be given him from
heaven” (John 3:27). In the light of John’s words,
AI and robotics are received as a provision, enabling work
that earlier knowledge alone could not bring to life. Keeping
the Net Terminal Gene alive and being a puppet master become
forms of stewardship, cultivating what has been given in the
hope that its fruits may serve others. Beneath the winter’s
frozen ground, the seeds of another spring have already been sown.