WEMO24-Compiled Report-Interactive compressed (002) 4154-7882-8116 v.1 - Flipbook - Page 63
The Realistic case
for Gen AI
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•
Generative AI technology, when coupled with AI,
has the power to accelerate technology discovery
for energy transition.
•
However, one should not forget that those
technologies are still generating substantial amount
of wrong or irrelevant answers.
•
As examples, those technologies can be used to
•
Humans must verify through real world experiments
that the designed molecules or systems do have the
properties predicted by the agentic LLM work昀氀ow. If
not, additional training phases, with reinforcement
learning by example, will be required to improve the
performance of the system.
• Discover new catalysts to convert CO₂ into
fuels
• Accelerate battery design to the 1-day scale
• Design new living organisms that generate
biofuels or biohydrogen with lower carbon
footprints and much more robust processes
WEMO 2024
Our Convictions
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