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 12 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 1 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
Tytunovich: AI Agents Will Represent Double-Digit Share of Web Economy
“We believe that once they open AI releases, judge of the operator, for instance, from the 200 bucks a month package to the regular paid package, and once Opera, who just announced they're launching an AI agent of themselves within the browser, once that happen…”
Guy Tytunovich Mar 31, 2025 ▶ 2:52 The Secret Problem With AI Agents and How To Solve It — With Guy Tytunovich
Opinion
Tytunovich: Legacy bot management and IAM platforms are obsolete for AI agents
“Biomanagement platforms and identity and access management platforms have been operating thus far, which is completely irrelevant for the world of agentic AI.”
Guy Tytunovich Mar 31, 2025 ▶ 5:45 The Secret Problem With AI Agents and How To Solve It — With Guy Tytunovich
Assertion Not checkable as stated
Tytunovich: Almost no company can verify AI agent intent or identity
“Currently very few companies are able to not just decipher whether user is a human being or not, whether it's an AI agent and so on. Almost no company knows how to decipher the intent. And the identity.”
Guy Tytunovich Mar 31, 2025 ▶ 7:58 The Secret Problem With AI Agents and How To Solve It — With Guy Tytunovich
Prediction Not checkable as stated
Tytunovich: Self-Declared AI Signatures Will Create Major Security Loopholes
“There's a very high likelihood, in my opinion, that the proprietors behind the main AI agents, like OpenAI, like Google, would find a way to declare an AI agent as one operating on their behalf. That being said, that is the very definition of a loophole. Such …”
Guy Tytunovich Mar 31, 2025 ▶ 13:05 The Secret Problem With AI Agents and How To Solve It — With Guy Tytunovich
Prediction Open · timeframe Mar 2030
Tytunovich: The same privacy regulations for humans will apply to AI agents
“In my opinion, it needs to be exactly the same. It's a tool operating on your behalf. It's not a different it's got your permissions. It's an automation tool. So yeah, I think, or my opinion is, and I think it's also going to be the case of what's Going to hap…”
Guy Tytunovich Mar 31, 2025 ▶ 19:32 The Secret Problem With AI Agents and How To Solve It — With Guy Tytunovich
Assertion Supported
Tytunovich: AI Agents Currently Account for Under 1% of Web Traffic
“Not even remotely close. It's way less than one percent.”
Guy Tytunovich Mar 31, 2025 ▶ 3:45 The Secret Problem With AI Agents and How To Solve It — With Guy Tytunovich
Prediction Held up
Tytunovich: AI agent pricing will commoditize to free or modest tiers
“There's a hundred percent chance, and OpenAI already said it, and the same is going to go with Google Gemini and Chrome, their browser, and many others. It's going to be commoditized in terms of pricing. It's going to be either free or costing a modest price, …”
Guy Tytunovich Mar 31, 2025 ▶ 26:02 The Secret Problem With AI Agents and How To Solve It — With Guy Tytunovich
Prediction Not checkable as stated
Tytunovich: People will trust AI agents for almost anything except therapy
“Our generation at least is not going to trust an AI agent, even if it looks and behaves and like a real human being to be our therapist, our psychologist. But I think short of that, pretty much everything would be able, would be enabled by AI agent and replace…”
Guy Tytunovich Mar 31, 2025 ▶ 27:28 The Secret Problem With AI Agents and How To Solve It — With Guy Tytunovich
Assertion Supported
Tytunovich: Bots Make Up 30% to 50% of Internet Traffic
“Essentially those bots back then and still today are between 30 to 50% of the internet population.”
Guy Tytunovich Mar 31, 2025 ▶ 1:10 The Secret Problem With AI Agents and How To Solve It — With Guy Tytunovich
Prediction Not checkable as stated
Tytunovich: Hundreds of leading and open-source AI agents will emerge
“I have no doubt. That there are going to be hundreds of different AI agents leading the pack. Then there's going to be ones that revolve around open sources, maybe open sources by open AI and the like. And you need to be very selective and vigilant in terms of…”
Guy Tytunovich Mar 31, 2025 ▶ 16:41 The Secret Problem With AI Agents and How To Solve It — With Guy Tytunovich
Prediction Not checkable as stated
Tytunovich: AI agent proxies will drive new criminal enterprises
“Similar to that, a lot of new criminal enterprise and criminal opportunities are gonna arise from the fact that you can use a proxy, basically, an AI agent to work on your behalf, to commit crimes on your behalf, and much, much more.”
Guy Tytunovich Mar 31, 2025 ▶ 23:24 The Secret Problem With AI Agents and How To Solve It — With Guy Tytunovich
Insight
Tytunovich: Websites Must Build Digital Experiences Specifically For Machine Consumers
“I think now is the time, again, if you've got a website, if you've got an app, now is the time to try and figure out how much of your user base is and is going to be made of non-human beings. And again, not just for cyber criminals or fraud prevention purposes…”
Guy Tytunovich Mar 31, 2025 ▶ 28:36 The Secret Problem With AI Agents and How To Solve It — With Guy Tytunovich
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