The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

clear all ✕

why aren't all 10 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Opinion
AI clean energy efficiency gains outweigh data center power consumption
“Data centers use a lot of energy, but you'll have to use a lot of very dirty energy to compensate how much more efficient you can make the process of identifying Sites for clean energy.”
Laurent Bueneau Mar 11, 2025 ▶ 13:49 How AI is solving real utility challenges [partner content]
Assertion Not checkable as stated
Basic AI outperformed human risk experts on World Bank projects
“Again, with a very basic AI tool, we were able to replicate that risk analysis And do a better job than the human graders did.”
Laurent Bueneau Mar 11, 2025 ▶ 1:45 How AI is solving real utility challenges [partner content]
Insight
Electric utilities resist early AI adoption by aiming to be fast followers
“So utilities show some resistance. Often one of the difficulties we have is that our customers want to be fast followers. And in order to be fast followers, you need to follow someone. So someone has to go first. That's definitely an issue in this sector in pa…”
Laurent Bueneau Mar 11, 2025 ▶ 2:37 How AI is solving real utility challenges [partner content]
Assertion Supported
Nuclear energy permitting costs can reach tens of millions of dollars yearly
“The permitting can run into the tens of millions of dollars yearly.”
Laurent Bueneau Mar 11, 2025 ▶ 4:52 How AI is solving real utility challenges [partner content]
Disclosure
Constellation uses Microsoft product to enable hourly green electricity matching
“Another customer where we have a tight partnership is Constellation. And with Constellation, we have a project called 24 Seven Matching, which is actually not a project, it's a product. And with that Constellation is able to tag its green electricity hourly, w…”
Laurent Bueneau Mar 11, 2025 ▶ 9:41 How AI is solving real utility challenges [partner content]
Assertion Supported
NERC CIP standards do not prohibit electric utilities from using cloud computing
“So for instance, if you think about NUC-SIP, which is the North American Electric Reliability Corporations Critical Infrastructure Protection standard, there is a perception that what NUC-SIP does is prevent you from doing anything in the cloud. It's not the c…”
Laurent Bueneau Mar 11, 2025 ▶ 10:49 How AI is solving real utility challenges [partner content]
Assertion Not checkable as stated
One utility reported employees gaining an extra day of productivity weekly
“I have a customer that did a report where they found that after just a few weeks of usage, each employee had a or achieve a day more for activity every week.”
Laurent Bueneau Mar 11, 2025 ▶ 12:52 How AI is solving real utility challenges [partner content]
Assertion Supported
Microsoft AI screened 32 million battery electrolyte candidates down to 100
“What you're referring to is a project where AI was leveraged by our research teams to screen over thirty-two million candidates for a new electrolyte for advanced batteries. Thanks to AI inference, you know, the R&D scientists were able to go from that number …”
Laurent Bueneau Mar 11, 2025 ▶ 7:08 How AI is solving real utility challenges [partner content]
Assertion Supported
Hydro-Québec uses AI-guided robots for line and vegetation inspection
“Hydro-Quebec, for instance, as a whole, A menagerie of robots for inspecting power lines, for inspecting so the actual line, but also for inspecting vegetation around power lines and preventing fires. All that again, you know, very boring kind of maintenance t…”
Laurent Bueneau Mar 11, 2025 ▶ 9:12 How AI is solving real utility challenges [partner content]
Disclosure
Terra Praxis uses AI to identify coal sites for nuclear repowering
“We have a partnership with a, with an NGO called Terra Praxis. And with Terra Praxis, we are identifying coal power sites for repowering to nuclear and SMR, so small modular reactors.”
Laurent Bueneau Mar 11, 2025 ▶ 14:05 How AI is solving real utility challenges [partner content]
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