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Artificial Intelligence and Climate:
The Role of AI in a Climate-Smart Sustainable Future
AAAI 2023 - Fall Symposium Series
October 25-27, 2023
Arlington, VA USA and online
AAAI FSS: https://aaai.org/conference/fall-symposia/aaai-2023-fall-symposium-series/
AI & Climate: https://www.climatechange.ai/events/aaaifss2023
Jim Spohrer
ISSIP.org
Panel: Financing and Investing In
A Climate-Smart Sustainable Future
Moderator Co-organizer
Peetak Mitra
Excarta
James E. Mister
Bavarian US
Offices
Honour Masters
Energize Capital
Matthew Blain
Voyager
Sylvia Spengler
NSF
Our five panelists…
Thursday October 26, 2012 – 4:45-5:30pm ET/1:45-2:30pm PT
Erica Briscoe
DARPA
We are reading more about AI & Climate…
But decarbonization
will cost a lot…
• Smil V (2022) Taming the
Climate Is Far Harder Than
Getting People to the Moon.
IEEE Spectrum
10/21/23 Jim Spohrer (ISSIP.org) 4
And some say AI is a growing part of the problem…
And costs may be heading up…
From: The Neuron – Daily AI Newsletter
“NorthPole Chip”
Far less energy.
Now 5 minutes each - five perspectives, then Q&A
Panel: Financing and Investing In
A Climate-Smart Sustainable Future
Erica Briscoe
DARPA
At Event in DC
A bit about me…
As Head of the Foreign Representative Office of Germany’s largest
state (Bavaria) in the U.S. and a senior investment & trade official,
I have supported more than $3B in bilateral economic value
creation between the E.U. and the U.S.
I am also product and policy advisor on climate risk, carbon
mitigation, and clean energy, so support the work of
policymakers, scientists & engineers, corporate early movers,
institutional investors, and project financiers.
My expertise lies in the decarbonization of the energy and natural
resource sector, mobility/transport, and heavy industry and my
work has been featured in Inc. Magazine, Forbes, TechCrunch,
CHIP, VC publications, and multinational firms like BMW.
Financing A.I. for Climate Change - 2022 BCG Report
87% of experts believe
A.I. is “climate critical”
Use cases across
Mitigation, Adaptation &
Resilience, Fundamentals
(Research & Education)
5 - 10% of global
emissions reductions can
be driven by use of A.I.
(2.3-5.6 Gigatons CO2-
eq.)
Financing A.I. for Climate Change - H1’23 Climate Tech VC
Funding in H1 totaled $13.1B,
down 40% from H1’22; down
35% from H2’22.
Deal count up 8% YoY
Growth Funding plummeted
64% YoY
Broad verticals Transport,
Energy, Food down 50% YoY
Source: CTVC
Financing A.I. for Climate Change - Sectors garnering funding
Source: CTVC
Financing A.I. for Climate Change - Role of Government
Honour Masters
(Energize Capital)
● $1.2B under management.
● Priorities:
○ (1) Electric vehicles
○ (2) Decarbonization
○ (3) Adaptation & resilience,
○ (4) Industrial digitalization
● Companies with data will gain
huge advantage in AI era.
● Example Companies
○ Arora Solar
○ DroneDeploy
○ Jupiter Intelligence
Matthew Blain
Voyager Capital
● $200M under management,
2 year old venture firm
○ ”Decades of collective experience
in climate stabilization…”
○ “This is our lives’ work.”
○ Letter: Decarbonizing Data
● AI as tools for doing things better.
Physical Assets. Huge scope for AI
to optimize resources.
● Examples
○ Steel furnance optimization - 10%
emission savings, and potential
cost savings.
○ Design of solutions - new plant
and grain strains - AI, bio, climate -
food optimization and less waste.
○ Reassess engineering problems.
AI and Climate Change
at NSF
October 26, 2023
Sylvia Spengler
sspengle@NSF.gov
ACTIVITIES IN COMPUTING DIRECTORATE
NATIONAL ARTIFICIAL INTELLIGENCE (AI) INSTITUTES,
$20M OVER 5 YEARS; AI2ES, ARTIFICAL INTELLIGENCE
FOR ENVIRONMENTAL SCIENCESU. OKLAHOMA, AMY
MCGOVERN
EXPANDING AI INNOVATION THROUGH CAPACITY
BUILDING AND PARTNERSHIPS (EXPANDAI), NSF 23-506,
DESIGN FOR ENVIRONMENTAL SUSTAINABILITY IN
COMPUTING (DESC)
NSF 23-532
SOURCES
-MAJOR RESEARCH INFRASTRUCTURE, CC*-
COMPUTE
-FUNDING FOR CONFERENCES OR
WORKSHOPS
-NSF RESEARCH TRAINEESHIPS,
CYBERTAINING
-GLOBAL CENTERS PROGRAM
Dear Colleague Letter (DCL): Advancing
Research in the Geosciences Using AI and ML
(NSF 23-046)
• The DCL (published Jan. 2023) promotes AI-enabled
geosciences research, and efforts to reduce barriers to use
of AI by geoscientists
• In FY23, the new Division of Research, Innovation,
Synergies, and Education (RISE) in NSF’s Geoscience
Directorate (GEO) provided $4.6M in co-funding for 22
projects through this DCL:
• Includes Earth, ocean, polar, atmospheric & geospace
sciences
• Most-common uses of AI in funded projects: feature
detection, parameter estimation, data-driven modeling
• Some projects push the cutting edge of AI/ML methods
(e.g., physics-informed machine learning for
https://doi.org/10.17226/26042
Erica Briscoe
DARPA
• Background in
Computational Social
Science
• Modeling and Causal
Relations Project
• AI for Systems Design
• Using AI to build,
augment, and maintain
better climate models
• Scientific workflow -
ingest paper, code, and
put it into a modeling
environment
Thank-you
Panelists
Jim Spohrer
ISSIP.org
Panel: Financing and Investing In
A Climate-Smart Sustainable Future
Moderator Co-organizer
Peetak Mitra
Excarta
James E. Mister
Bavaria in US
Honour Masters
Energize Capital
Matthew Blain
Voyager
Sylvia Spengler
NSF
Our five panelists…
Thursday October 26, 2012 – 4:45-5:30pm ET/1:45-2:30pm PT
Erica Briscoe
DARPA
Thank-you Panelists
Others interested in the community
Eric DeWeaver (https://www.linkedin.com/in/eric-deweaver-b6333711/)
Eva Zanzerkia (https://www.linkedin.com/in/eva-zanzerkia-1212045/)
Josh Rapperport (https://www.linkedin.com/in/joshuarapperport/)
Bob Ledoux (https://www.linkedin.com/in/bob-ledoux-963abb3a/)
Amy Francetic (https://www.linkedin.com/in/amy-francetic/)
Sophie Purdom (https://www.linkedin.com/in/sophiepurdom/)
Danya Hakeem (https://www.linkedin.com/in/danya-hakeem-41906126/)
Joshua Elliot (https://www.linkedin.com/in/joshelliotdc/)
Sam Smith-Eppsteiner (https://www.linkedin.com/in/samlangse/)
Jessica Eastling (https://www.linkedin.com/in/jessicaraeeastling/)
Rebecca Mitchem (https://www.linkedin.com/in/rebecca-mitchem-cfa-79231aa/)
Brian Rumao (https://www.linkedin.com/in/brianrumao/
Anshu Agarwal (https://www.linkedin.com/in/anshuagarwal/)
Sunil Agarwal (https://www.linkedin.com/in/nagarajs/)
Lucas Joppa (https://www.linkedin.com/in/lucas-joppa/)
References
•More by our panelists:
• James E. Mister – Recent Climate insights shared on LinkedIn
(Sept 2023) Speaker, “Carbon Procurement Value Chain” at Carbon Newbie Summit @ NYC Climate Week, hosted by IndieBio
(May 2023) Moderator, “Carbon Capture Utilization & Sequestration (CCUS) Standards & Regulatory Policy,” CCUS Forum, Doha, Qatar.
(April 2023) “Climate Risk & Returns: Shaping a Sustainable, Profitable Future.” Invited by CFA Institute as Climate Expert. Link.
(2021). “Growing at a Sustainable Clip: Tech Investors Pivot to Decarbonization & Climate Tech.” Bavaria Venture Capital Fund. Link
(2019). Featured by BMW Group in “Moving Minds” film as EV/Urban Mobility Expert for i-Series launch. CES 2019, Las Vegas, NV.
(2014) Example Urbanization Talk - YouTube: ”Mega events and the Developing World”
• Honour Masters - Recent EnergizeNEXT! post on LinkedIn
• Matthew Blain – Recent “Decarbonizing Air Travel” on LinkedIn
• Sylvia Spengler - Example Project: Arctic Snow and Ice Data & AI
•Example Convergence Talk – YouTube: “Data Science & Convergence”
•Other in community
•Event: AI for Climate @ Innovation Endeavors
•Hosted by Josh Rapperport & Sam Smith-Eppsteiner
•Thursday November 9, 2023
•Limited availability - Apply to join here: https://lu.ma/33iixbcw

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AAAI 2023 FSS - AI & Climate - Panel on Financing 20231026 v4.pptx

  • 1. Artificial Intelligence and Climate: The Role of AI in a Climate-Smart Sustainable Future AAAI 2023 - Fall Symposium Series October 25-27, 2023 Arlington, VA USA and online AAAI FSS: https://aaai.org/conference/fall-symposia/aaai-2023-fall-symposium-series/ AI & Climate: https://www.climatechange.ai/events/aaaifss2023
  • 2. Jim Spohrer ISSIP.org Panel: Financing and Investing In A Climate-Smart Sustainable Future Moderator Co-organizer Peetak Mitra Excarta James E. Mister Bavarian US Offices Honour Masters Energize Capital Matthew Blain Voyager Sylvia Spengler NSF Our five panelists… Thursday October 26, 2012 – 4:45-5:30pm ET/1:45-2:30pm PT Erica Briscoe DARPA
  • 3. We are reading more about AI & Climate…
  • 4. But decarbonization will cost a lot… • Smil V (2022) Taming the Climate Is Far Harder Than Getting People to the Moon. IEEE Spectrum 10/21/23 Jim Spohrer (ISSIP.org) 4
  • 5. And some say AI is a growing part of the problem…
  • 6. And costs may be heading up… From: The Neuron – Daily AI Newsletter
  • 8. Now 5 minutes each - five perspectives, then Q&A Panel: Financing and Investing In A Climate-Smart Sustainable Future Erica Briscoe DARPA At Event in DC
  • 9. A bit about me… As Head of the Foreign Representative Office of Germany’s largest state (Bavaria) in the U.S. and a senior investment & trade official, I have supported more than $3B in bilateral economic value creation between the E.U. and the U.S. I am also product and policy advisor on climate risk, carbon mitigation, and clean energy, so support the work of policymakers, scientists & engineers, corporate early movers, institutional investors, and project financiers. My expertise lies in the decarbonization of the energy and natural resource sector, mobility/transport, and heavy industry and my work has been featured in Inc. Magazine, Forbes, TechCrunch, CHIP, VC publications, and multinational firms like BMW.
  • 10. Financing A.I. for Climate Change - 2022 BCG Report 87% of experts believe A.I. is “climate critical” Use cases across Mitigation, Adaptation & Resilience, Fundamentals (Research & Education) 5 - 10% of global emissions reductions can be driven by use of A.I. (2.3-5.6 Gigatons CO2- eq.)
  • 11. Financing A.I. for Climate Change - H1’23 Climate Tech VC Funding in H1 totaled $13.1B, down 40% from H1’22; down 35% from H2’22. Deal count up 8% YoY Growth Funding plummeted 64% YoY Broad verticals Transport, Energy, Food down 50% YoY Source: CTVC
  • 12. Financing A.I. for Climate Change - Sectors garnering funding Source: CTVC
  • 13. Financing A.I. for Climate Change - Role of Government
  • 14. Honour Masters (Energize Capital) ● $1.2B under management. ● Priorities: ○ (1) Electric vehicles ○ (2) Decarbonization ○ (3) Adaptation & resilience, ○ (4) Industrial digitalization ● Companies with data will gain huge advantage in AI era. ● Example Companies ○ Arora Solar ○ DroneDeploy ○ Jupiter Intelligence
  • 15. Matthew Blain Voyager Capital ● $200M under management, 2 year old venture firm ○ ”Decades of collective experience in climate stabilization…” ○ “This is our lives’ work.” ○ Letter: Decarbonizing Data ● AI as tools for doing things better. Physical Assets. Huge scope for AI to optimize resources. ● Examples ○ Steel furnance optimization - 10% emission savings, and potential cost savings. ○ Design of solutions - new plant and grain strains - AI, bio, climate - food optimization and less waste. ○ Reassess engineering problems.
  • 16. AI and Climate Change at NSF October 26, 2023 Sylvia Spengler sspengle@NSF.gov
  • 17. ACTIVITIES IN COMPUTING DIRECTORATE NATIONAL ARTIFICIAL INTELLIGENCE (AI) INSTITUTES, $20M OVER 5 YEARS; AI2ES, ARTIFICAL INTELLIGENCE FOR ENVIRONMENTAL SCIENCESU. OKLAHOMA, AMY MCGOVERN EXPANDING AI INNOVATION THROUGH CAPACITY BUILDING AND PARTNERSHIPS (EXPANDAI), NSF 23-506, DESIGN FOR ENVIRONMENTAL SUSTAINABILITY IN COMPUTING (DESC) NSF 23-532
  • 18. SOURCES -MAJOR RESEARCH INFRASTRUCTURE, CC*- COMPUTE -FUNDING FOR CONFERENCES OR WORKSHOPS -NSF RESEARCH TRAINEESHIPS, CYBERTAINING -GLOBAL CENTERS PROGRAM
  • 19. Dear Colleague Letter (DCL): Advancing Research in the Geosciences Using AI and ML (NSF 23-046) • The DCL (published Jan. 2023) promotes AI-enabled geosciences research, and efforts to reduce barriers to use of AI by geoscientists • In FY23, the new Division of Research, Innovation, Synergies, and Education (RISE) in NSF’s Geoscience Directorate (GEO) provided $4.6M in co-funding for 22 projects through this DCL: • Includes Earth, ocean, polar, atmospheric & geospace sciences • Most-common uses of AI in funded projects: feature detection, parameter estimation, data-driven modeling • Some projects push the cutting edge of AI/ML methods (e.g., physics-informed machine learning for https://doi.org/10.17226/26042
  • 20. Erica Briscoe DARPA • Background in Computational Social Science • Modeling and Causal Relations Project • AI for Systems Design • Using AI to build, augment, and maintain better climate models • Scientific workflow - ingest paper, code, and put it into a modeling environment
  • 22. Jim Spohrer ISSIP.org Panel: Financing and Investing In A Climate-Smart Sustainable Future Moderator Co-organizer Peetak Mitra Excarta James E. Mister Bavaria in US Honour Masters Energize Capital Matthew Blain Voyager Sylvia Spengler NSF Our five panelists… Thursday October 26, 2012 – 4:45-5:30pm ET/1:45-2:30pm PT Erica Briscoe DARPA Thank-you Panelists
  • 23. Others interested in the community Eric DeWeaver (https://www.linkedin.com/in/eric-deweaver-b6333711/) Eva Zanzerkia (https://www.linkedin.com/in/eva-zanzerkia-1212045/) Josh Rapperport (https://www.linkedin.com/in/joshuarapperport/) Bob Ledoux (https://www.linkedin.com/in/bob-ledoux-963abb3a/) Amy Francetic (https://www.linkedin.com/in/amy-francetic/) Sophie Purdom (https://www.linkedin.com/in/sophiepurdom/) Danya Hakeem (https://www.linkedin.com/in/danya-hakeem-41906126/) Joshua Elliot (https://www.linkedin.com/in/joshelliotdc/) Sam Smith-Eppsteiner (https://www.linkedin.com/in/samlangse/) Jessica Eastling (https://www.linkedin.com/in/jessicaraeeastling/) Rebecca Mitchem (https://www.linkedin.com/in/rebecca-mitchem-cfa-79231aa/) Brian Rumao (https://www.linkedin.com/in/brianrumao/ Anshu Agarwal (https://www.linkedin.com/in/anshuagarwal/) Sunil Agarwal (https://www.linkedin.com/in/nagarajs/) Lucas Joppa (https://www.linkedin.com/in/lucas-joppa/)
  • 24. References •More by our panelists: • James E. Mister – Recent Climate insights shared on LinkedIn (Sept 2023) Speaker, “Carbon Procurement Value Chain” at Carbon Newbie Summit @ NYC Climate Week, hosted by IndieBio (May 2023) Moderator, “Carbon Capture Utilization & Sequestration (CCUS) Standards & Regulatory Policy,” CCUS Forum, Doha, Qatar. (April 2023) “Climate Risk & Returns: Shaping a Sustainable, Profitable Future.” Invited by CFA Institute as Climate Expert. Link. (2021). “Growing at a Sustainable Clip: Tech Investors Pivot to Decarbonization & Climate Tech.” Bavaria Venture Capital Fund. Link (2019). Featured by BMW Group in “Moving Minds” film as EV/Urban Mobility Expert for i-Series launch. CES 2019, Las Vegas, NV. (2014) Example Urbanization Talk - YouTube: ”Mega events and the Developing World” • Honour Masters - Recent EnergizeNEXT! post on LinkedIn • Matthew Blain – Recent “Decarbonizing Air Travel” on LinkedIn • Sylvia Spengler - Example Project: Arctic Snow and Ice Data & AI •Example Convergence Talk – YouTube: “Data Science & Convergence” •Other in community •Event: AI for Climate @ Innovation Endeavors •Hosted by Josh Rapperport & Sam Smith-Eppsteiner •Thursday November 9, 2023 •Limited availability - Apply to join here: https://lu.ma/33iixbcw