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 9 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

Prediction Not checkable as stated
McDermott: Production-ready mass-market voice AI is roughly a year away
“Well, I think it's almost, it's basically ready now, so we're only kind of a yearish away, but I think to get it mass market, mass scale, and always get the latency and reliability that we want, probably still, probably, you know, that's coming online in the n…”
Adrian McDermott Dec 5, 2025 ▶ 31:52 Zendesk's Adrian McDermott: AI's Customer Service Potential, Adoption Cycle, Scale vs. Orchestration
Prediction Not checkable as stated
McDermott: Coding models will drive support automation more than computer-use agents
“I actually think what's really going to make a difference more likely than computer use models, computer using models is just the improvements in coding models. And that's a little bit basing the future on the immediate past. Coding models have gotten gotten s…”
Adrian McDermott Dec 5, 2025 ▶ 23:19 Zendesk's Adrian McDermott: AI's Customer Service Potential, Adoption Cycle, Scale vs. Orchestration
Prediction Not checkable as stated
McDermott: True AI Memory May Require Tech Beyond Current LLMs
“We might not get there with the exact technology that we're using for large language models at the moment, but it feels like some way that we want to get to with sort of frontier level at AI.”
Adrian McDermott Dec 5, 2025 ▶ 35:15 Zendesk's Adrian McDermott: AI's Customer Service Potential, Adoption Cycle, Scale vs. Orchestration
Assertion Not checkable as stated
McDermott: 54% of Zendesk support-contacting users drove 95% of 2024 revenue
“If we look at our own company data, 54% of our customers contacted us for support in 2024, but they represented 95% of revenue.”
Adrian McDermott Dec 5, 2025 ▶ 4:19 Zendesk's Adrian McDermott: AI's Customer Service Potential, Adoption Cycle, Scale vs. Orchestration
Assertion Not checkable as stated
McDermott: Generative Search Handles 30% to 40% of Support Inquiries
“They're deploying generative search and they're seeing, You know, upwards of 30, 40% of inquiries being handled by generative search.”
Adrian McDermott Dec 5, 2025 ▶ 6:42 Zendesk's Adrian McDermott: AI's Customer Service Potential, Adoption Cycle, Scale vs. Orchestration
Assertion Not publicly verifiable
Zendesk: 47% of Customer Service Inquiries Stem From Business Failures
“We kind of looked at, we took a sample of. Fifteen million or more customer service conversations across send us customers. And we actually use chat GPT to classify the contact reasons or the intents and just kind of group them into cohorts. And you get someth…”
Adrian McDermott Dec 5, 2025 ▶ 10:00 Zendesk's Adrian McDermott: AI's Customer Service Potential, Adoption Cycle, Scale vs. Orchestration
Prediction Not checkable as stated
McDermott: Customer Support Will Add Dedicated LLM Channels
“And so I think, yes, we will, you know, if you think about, you know, you have a chat channel and a voice channel, and you have, you know, a messaging channel and an email channel, you're going to have an LLM channel. Where the LLM will kind of be the initiato…”
Adrian McDermott Dec 5, 2025 ▶ 11:15 Zendesk's Adrian McDermott: AI's Customer Service Potential, Adoption Cycle, Scale vs. Orchestration
Assertion Supported
McDermott: Zendesk has 20,000 customers using AI features
“Like Xendesk has 20,000 people using some kind, 20,000 customers using some kind of AI.”
Adrian McDermott Dec 5, 2025 ▶ 13:35 Zendesk's Adrian McDermott: AI's Customer Service Potential, Adoption Cycle, Scale vs. Orchestration
Assertion Supported
McDermott: Anthropic's MCP and agent protocols are becoming industry standards
“There's a couple of standards out there. MCP, which was developed by Anthropic, and Agent to Agent, and a few other things, and they're becoming fairly standard”
Adrian McDermott Dec 5, 2025 ▶ 26:56 Zendesk's Adrian McDermott: AI's Customer Service Potential, Adoption Cycle, Scale vs. Orchestration
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