Rune Kvist
Guest on Latent Space: The AI Engineer Podcast. 427 claims across 1 episode, Sep 2026.
Positions over time
Every pair of statements that was compared. Only a verified change counts as a change of mind; rewording, added nuance and different questions do not.
No two statements by this speaker have been compared yet.
Predictions, in their words
As stated, each with its moment. A date appears only where the speaker gave one.
“Everything you've learned about politics gets thrown out of the window.”
Expects: If AI's promise proves true, established political understanding will be radically disrupted. · no date given · not yet resolved
“Everything you've learned about economics at least gets challenged.”
Expects: If AI's promise proves true, established economic understanding will at least be challenged. · no date given · not yet resolved
“Frontier companies, some of our customers today like Cursor, Sierra, Eleven Labs, Harvey, are going to have a very easy time selling a pilot to a bank. The demo just sells itself. It's magic.”
Expects: Frontier AI companies such as Cursor, Sierra, ElevenLabs, and Harvey can readily sell pilot projects to banks because their demonstrations are compelling. · no date given · not yet resolved
“Whatever concerns we're discussing today were not the same ones three months ago. And this will keep changing.”
Expects: AI-related concerns will continue to change over time, according to the speaker. · no date given · not yet resolved
“I think of Fable as a direct symptom of this problem that the government was told that there's a risk. The government may struggle to assess just how big that risk is.”
Expects: Governments may have difficulty assessing the magnitude of an AI risk after being informed that the risk exists. · no date given · not yet resolved
“They will want to write an insurance policy that might cover more.”
Expects: Insurers may seek to offer an insurance policy with broader coverage. · no date given · not yet resolved
“This is the one market that will also take out some of the existing markets, take like auto insurance.”
Expects: The AI insurance market will take over some existing insurance markets, including auto insurance. · no date given · not yet resolved
“The current set of agents are well covered by this, but as the technology progresses, as agents get longer horizons, new types of failure modes will emerge.”
Expects: Advancing technology and longer agent horizons will produce new failure modes that are not covered by the current standard, which currently covers existing agents well. · no date given · not yet resolved
“Another thing that I think will become increasingly important is just kind of good old school monitoring.”
Expects: Traditional monitoring will probably become increasingly important. · no date given · not yet resolved
“I think you'll see just like you do in every other enterprise market, if you really sell to the enterprise, you start to compete on some of these security features. And this is also happening AI, unsurprisingly.”
Expects: AI vendors selling to enterprises will compete on security features, as occurs in other enterprise markets. · no date given · not yet resolved
All 55 predictions
“I think there is some world where probably by end of year, we might have representation in our consortium for 50% of the Fortune 1000.”
Expects: The consortium will include representation from 50% of Fortune 1000 companies by the end of the year, which the speaker considers possible but uncertain. · by 31 Dec 2026 · not yet resolved
“I think they're the last businesses to exist beyond the labs will be underwriting.”
Expects: The speaker expects underwriting businesses to be among the last businesses to survive outside AI labs. · no date given · not yet resolved
“a philosophy and economics background, it felt like if this turns out to be true, you're going to be wrestling with all of the big questions in society.”
Expects: If AI's promise proves true, it will raise major societal questions, as viewed from the speaker's philosophy and economics background. · no date given · not yet resolved
“the models are going to present risk in the national security category.”
Expects: AI models are expected to present national-security risks. · no date given · not yet resolved
“but also reckless adoption is going to put us at risk. And that's a very kind of fine balance that they're going to need like a lot of high quality intelligence to make.”
Expects: Balancing the risks of insufficient AI adoption and reckless AI adoption requires substantial high-quality intelligence. · no date given · not yet resolved
“And there are some of the risks that are coming down the pipeline that today feel kind of speculative, but people spend a lot of time with the models, see them coming down as things like...”
Expects: People who work extensively with models anticipate some emerging AI risks that seem speculative today. · no date given · not yet resolved
“We think it could be one company that could, with a consortium, specify the audit rules, basically like the inputs and outputs that all these technical experts need. What access do they need?”
Expects: A single coordinating company and expert consortium could define audit rules, including required inputs, outputs, and expert access. · no date given · not yet resolved
“that set of older rules basically becomes the interface for all these experts we think one clearinghouse could put together.”
Expects: A single clearinghouse could assemble a common rule set that coordinates experts. · no date given · not yet resolved
“they can see what exactly it covers and that will also probably change next year.”
Expects: The insurance contract will probably change in the following year. · 16 Sep 2026 – 16 Sep 2027 · not yet resolved
“When there are no human drivers, how is that market going to look? Well, it's clearly going to change.”
Expects: Auto insurance will probably change substantially in a scenario where there are no human drivers. · no date given · not yet resolved
“but the exact same problem is going to be someone's going to develop a robot, someone's going to need some promises. they're going to struggle to make the promises.”
Expects: Robot developers will need to provide assurances about their products and may struggle to provide them. · no date given · not yet resolved · In a shared prediction of 3 →
“if you think fable concerns are bad, like see when Waymo hits a dog and that's if people lose their mind, imagine when first robot knocks off a toddler off a kitchen table, going to see some real strict liability.”
Expects: A robot causing a toddler to fall from a kitchen table would trigger intense public reaction and strict liability. · no date given · not yet resolved
“And the technical testing of multi-agent systems is also going to be interesting and complex.”
Expects: The technical evaluation of multi-agent systems is expected to be complex. · no date given · not yet resolved
“And I promise you that if someone is using MacInter today, they will have a slide on it.”
Expects: The speaker predicts that anyone using MacInter today will include it on a slide. · no date given · not yet resolved
“And I think if that promise truly comes to fruition, you can make stronger promises than you can believe us.”
Expects: If the promise is fulfilled, organizations could make stronger assurances than those based only on trusting the speaker’s organization. · no date given · not yet resolved
“So I think that is also a paradigm that's slightly more intrusive. You actually will look at some customer data, but I think will become more prevalent over time.”
Expects: The monitoring approach that examines some customer data is expected to become more prevalent over time. · no date given · not yet resolved
“And I think prediction markets will bring lots of new information to it.”
Expects: Prediction markets will probably bring in substantial new information. · no date given · not yet resolved
“And so to me, this makes a ton of sense. Also, you'd have to rewrite your curricula every freaking three months.”
Expects: Curricula for this area would need to be rewritten every three months. · no date given · not yet resolved
“one thing that would make this a qualitative alternative shift is for some definitions of AGI.”
Expects: Under some definitions of AGI, reaching AGI would constitute a qualitative shift. · no date given · not yet resolved
“When we raised that seed round, we had a hypothesis that... is that at some point risk was going to hold down adoption at that point in time that felt kind of hypothetical and i think that that is now over clearly the moment is now with methos and with fable it's pretty obvious that literally the binding constraint on adoption is risk and so for us it feels like this is a natural continuation of the same hypothesis but where previously it was speculation now it feels like fact”
Expects: AIUC hypothesized that risk would eventually constrain adoption. · no date given · not yet resolved
“the cabin one and the important thing that clicked for me there was oh now capital will understand this if you put in more money you get more money out and so that will kick off a hype cycle and so you'll actually kind of you'll get a sense of predictable returns which is in fact played out and so i just pack my bags i've never been to san francisco i just pack my bags throughout here to find the people who've written it and at the time they had just started a small lab called anthropic and there was like 40 people at the time or so”
Expects: The speaker believed the scaling-laws argument would help capital recognize that investing more could yield more in return. · no date given · not yet resolved
“oh now capital will understand this if you put in more money you get more money out and so that will kick off a hype cycle and so you'll actually kind of you'll get a sense of predictable returns which is in fact played out and so i just pack my bags i've never been to san francisco i just pack my bags throughout here to find the people who've written it and at the time they had just started a small lab called anthropic and there was like 40 people at the time or so”
Expects: The speaker expected increased investment in AI to trigger a hype cycle and create a perception that AI investments would produce predictable returns. · no date given · not yet resolved
“had had some appreciation that AI was a big deal but it kind of felt it raised all these kind of interesting philosophical questions but it's kind of not clear from afar where exactly that would go but it was obvious enough that it was like this is going to be a big thing if we find the kind of right mechanism to kind of get the techno capital machine to work on this but it was just not clear and so I think there's some way in which like”
Expects: AI could become a major development if the right mechanism mobilizes capital and technology around it. · no date given · not yet resolved
“deep conviction in in again in this like big if you take a big blob of compute data it just wants to learn and out of that will come smarter and smarter models and all the particulars are not clear and yeah. all the implications were not clear but that deep conviction is like core thesis and that was kind of dizzying it's both phenomenally interesting and exciting and also”
Expects: The speaker predicts that large amounts of compute and data will produce increasingly intelligent models, while acknowledging that the details and implications are unclear. · no date given · not yet resolved
“very quickly you get to like the world we know today will no longer be if this hypothesis holds so it also just felt like important in some kind of grand sense”
Expects: If the hypothesis about AI's development holds, the world as it is known today will change fundamentally very quickly. · no date given · not yet resolved
“crack your radio they get to point to some neutral third party so my hypothesis is my hunch is that you will see a third party that sits between the government and the labs and it could either be the government builds it themselves so something like Casey was set up to do exactly this and the question”
Expects: An intermediary between governments and AI labs will emerge, potentially as a government-built body. · no date given · not yet resolved
“And specifically whether models will help adversaries produce biological weapons and making that extremely cheap, extremely accessible, producing,”
Expects: AI models could help adversaries produce biological weapons at extremely low cost and with broad accessibility. · no date given · not yet resolved
“making the chance of another COVID or worse pandemic,”
Expects: AI-enabled biological weapon production could raise the chance of another COVID-scale or worse pandemic. · no date given · not yet resolved
“think there can be one company that can with a consortium of experts build one coherent standard”
Expects: A single company could coordinate a consortium of experts to create a unified standard for evaluating AI risks. · no date given · not yet resolved
“lockstep every quarter and that they order reports that come out in this case 100 page order reports uniform and crisp and clear to the level of detail that is required for executives that need to make a clear go no go decision so that's kind of the role that we think we might play yeah”
Expects: The speaker's organization may serve as the coordinator of the expert-driven standards and reporting process. · no date given · not yet resolved
“they really operate like a trusted entity and they have appetite to figure out the future and i think there's a lot of recognition that both there is like tremendous amount of risk in ai that is poorly understood today so getting into this business carries real risks but also this is where lots of the risk description will happen in the future”
Expects: The AI insurance market is likely to shape how AI risks are described in the future. · no date given · not yet resolved
“And I could see some worlds where that makes sense, specifically if there are risks that we feel high confidence they would want to insure where the incumbent insurers. are too slow to find appetite or simply struggle to evaluate it such that they don't want to do it but by and large in general you do not want to compete with insurers on bringing risk capital to the game for two reasons one is that's fundamentally a cost of capital game they have extremely low cost of capital startups have high cost of capital by and large and two you want to”
Expects: AIUC could insure risks that incumbent insurers are too slow to underwrite or struggle to evaluate, when AIUC has high confidence that those risks need coverage. · no date given · not yet resolved
“okay that is like what i want to use your tool so i'm just going to want to take that risk on if you're selling to a big bank they might be like sorry we're making promises to our customers if you can't make a promise to us that we can pass on we don't want to work with you then it's up to you to say do i care for my agent to get used as critical infrastructure in this nation”
Expects: A large bank may reject a vendor that cannot provide assurances the bank can pass on to its customers. · no date given · not yet resolved
“think when we when we zoom out AIC1 deals with agents. Next up, we will deal with models. Next up from that, we will deal with robotics,”
Expects: AIUC’s roadmap will address agents first, then models, and then robotics. · no date given · not yet resolved
“but that will also bring in just new kinds of ways to create value. value but also more risk surface that no one knows how to grab with today you'll start to see true agent to agent interactions that are not mediated by humans there's going to be a bunch of interesting questions you're basically going to need a new legal system how do they build trust amongst each other how one of the core things when humans trade with each other is that you know that you have recourse you can sue them”
Expects: World models are expected to create new forms of value while introducing risks that current approaches do not yet know how to manage. · no date given · not yet resolved
“value but also more risk surface that no one knows how to grab with today you'll start to see true agent to agent interactions that are not mediated by humans there's going to be a bunch of interesting questions you're basically going to need a new legal system how do they build trust amongst each other how one of the core things when humans trade with each other is that you know that you have recourse you can sue them”
Expects: Agents will begin interacting directly with one another without human mediation. · no date given · not yet resolved
“value but also more risk surface that no one knows how to grab with today you'll start to see true agent to agent interactions that are not mediated by humans there's going to be a bunch of interesting questions you're basically going to need a new legal system how do they build trust amongst each other how one of the core things when humans trade with each other is that you know that you have recourse you can sue them”
Expects: Unmediated interactions among agents may require new legal arrangements for establishing trust between agents. · no date given · not yet resolved
“So if you want to buy insurance for it, it probably signals. that you might be a high risk customer the people who are most interested in getting insurance for copyright infringement the people who are most likely to have committed copyright infringement”
Expects: People most interested in purchasing copyright-infringement insurance may be high-risk customers and may be the people most likely to have committed copyright infringement. · no date given · not yet resolved
“so you could of then ban it but i think no court is going to a copyright question”
Expects: The speaker thinks a court is unlikely to ban open models over a copyright question. · no date given · not yet resolved
“you were able to in the case you mentioned have good diagnosis of whether someone has it or what the probability is that someone has it that the insurers trust then they might be willing to insure it but if they don't if there's no kind of common information then they only the patient know and that”
Expects: Insurers might be willing to provide coverage when they trust a diagnosis or probability estimate of a person's condition; without shared information, the patient alone may know the relevant risk. · no date given · not yet resolved
“we would agree with them we think the work that they're doing is tremendous we're not quite at the point where we could like literally require it but it's the kind of thing where you can imagine relatively soon you could put in an optional control for if people use”
Expects: An optional control for using Goodfire’s technology could plausibly be introduced relatively soon. · no date given · not yet resolved
“a video to the internet but eventually that will also happen”
Expects: Eventually, people will publish AI-generated videos online without a human reviewing each video. · no date given · not yet resolved · In a shared prediction of 16 →
“yeah and that just makes complete sense as the technology matures and over time it will become so good that people will not want to slow things down by having a human in the loop and then the need to make promises will drop”
Expects: As AI video technology improves, users will increasingly avoid human-in-the-loop review to prevent delays, reducing the need for assurances or promises. · no date given · not yet resolved · In a shared prediction of 16 →
“moves lots of people want to follow them and we think basically AAC1 will get to a point where all of the Fortune 1000 will organize their risk processes around the standard”
Expects: All Fortune 1000 companies will eventually organize their risk processes around AAC1. · no date given · not yet resolved
“it will just get nationalized it'd be a threat to sovereignty and”
Expects: Under some definitions of AGI, reaching that level might lead to nationalization because it would threaten national sovereignty. · no date given · not yet resolved
Appearances
Claims per episode
- 16 Sep 2026Underwriting Superintelligence: Backing Agents you can Sue — Rune Kvist, AIUCLatent Space: The AI Engineer Podcast · guest