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Concrete example: from high-tech AI to low-tech paperboard
DATA
+
algorithm
Dr d'Acremont
(dispensaries in Tanzania)
https://www.youtube.com/watch?v=ni-I_AXepSs
Initial position
very sick children
no qualified MD
high mortality rates
The "World3" model: scenario 0
1900
1925
1950
1975
2000
2025
2050
2075
2100
Resources
Population
food/inhabitant
Pollution
goods & services
/inhabitant
historical data
predictions
Chaîne de conséquences
Goods/services
Pollution
Resources used to
fight against pollution
Scenario 0
"Business as usual"
Goods/services
food production
population collapse
Meadows, D., & Randers, J. (2012). The limits to growth: the 30-year update. Routledge.
Modern science and instruction
Provide protection, equipment, knowledge.
Overspecialized,
targeting consumers
Inaccessible without diplomas and to the poor.
1
2
3
Science, knowledge sharing, and AI
mathematics
physics
geology
biology
natural sciences
engineering
sociology
law
psychology
philosophy
history
0
10
20
30
40
50
60
70
80
-10,000
-2,000
school
post-graduate, work life
survival
resilience
2020
Illich, I. (1973). Tools for conviviality
Tools for conviviality
Definition of a "convivial tool"
Extends their user.
Remains a means,
not a need
.
Does not induce inequalities of access.
1
2
3
How to build a convivial society?
1
2
3
1
2
3
Illich, I. (1973). Tools for conviviality
Radical monopoly!
Investing in low-techs and
destauring high-techs
Compatible with "conviviality".
Brings back
know-how
, resilience.
Moves thermal to metabolic energy.
Local in space and time, but shared.
Solar-powered low-tech website
(
https://solar.lowtechmagazine.com/
)
Computerless informatics & AI.
Minimalistic digital for resilience.
Power of action and diplomacy of interdependances
Baptiste Morizot, "Manières d'être vivant"
Spinoza's
Ethics
of happiness
→ rationality
and
desire → power of action
Composing worlds
subjective interiority
physical abilities
Structural anthropology:
Philippe Descola, "Par-delà Nature et Culture."
What is a low-tech?
Examples of low-tech
IPCC, digital and AI
Modern Era
First Era
Petaflop/s-days
1e+4
1e+2
1e+0
1e-2
1e-4
1e-6
1e-10
1e-12
1e-14
1e-8
1960 1970 1980 1990 2000 2010 2020
2-year doubling (Moore's law)
3.4-month
doubling
Romain COUILLET
,
Univ. Grenoble-Alps
romain.couillet@univ-grenoble-alpes.fr
Part 2. The actions
Redefine, dimension
,
engage
and rebuild.
AI faces planetary limits: what can we do?
Part 1. The situation
High-tech
=
"zombie" technology
Part 2. The actions
Redefine, dimension
,
engage
and rebuild.
AI faces planetary limits: what can we do?
Part 1. The situation
From IPCC (2011), +2°C quota =
1000
GtCO
2
Today, the world produces
40
GtCO
2
/year
40
<1000
Part 2. The actions
Redefine, dimension
,
engage
and rebuild.
AI faces planetary limits: what can we do?
Part 1. The situation
Redefine, dimension
,
engage
and rebuild.
Thank You.
Romain COUILLET
,
Univ. Grenoble-Alps
romain.couillet@univ-grenoble-alpes.fr
Part 2. The actions
Redefine, dimension
,
engage
and rebuild.
AI faces planetary limits: what can we do?
Part 1. The situation
animism
adjusted consideration
A geopolitics of the living
→ diplomacy of interdependances
(not a diplomacy of individual interests)
→ power of action = apprehend interdependances
ex. wolves, sheep, dogs, shepherds, soil.
Bikes
(2kWh/100p-km)
Increase accessible space.
Reparable, no external energy.
Low cost, accessible to all.
Cars
(80kWh/100p-km)
Increase accessible space.
Dependence to oil, to reachable places.
Expensive, deleterious to the planet.
Radical monopoly!
Technologies of AI
Allow for fast automated decision making by machines.
Reduce "power of action", decision making, know-how.
Increase dependence to machine, oil: reduces resilience.
1
2
3
robustness, repairability
performance
environment
level of independence
of end-user to the tool
resource availability
power of action
of the end-user
including energy
preservation, and
danger of
non-resilience
accessibility to society
0
20
40
60
80
100
Deep-learning based
Lowtech paper-based
solution on tablet
decision tree
Intermediary position
low mortality rate
tablets:
unusable without energy
rare metals extracted from
mines by other children
Communities of importance
- who are we?
- we are our mitochondria, our body envelop,
our ground, the living, life?
Is not convivial (why?)
Thermo-industrial society.
Personnal car.
Modern science.
Western health system.
Western school system.
naturalism
direct violent
et violenteaction
Final position
low mortality rate
decision tree
usable without energy
more intuitive, supported
by algorithm interpretation
Build and protect
-
build
the diplomacy: it is a "practice"
- fight those who destroy it
ex. bees oppose (by their own death) threateners
of life: their political power
Where does that bring us?
- Option 1. "more efficiency" → fateful illusion
- Option 2. "repair Nature" → means 'nature' is not 'us'?
- Option 3. "diplomats of interdependances"
→ think as
the living
, not as self-interested
human beings.
1
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