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Haseeb Qureshi
Managing Partner, Dragonfly Capital

Kalshi Cooked, Bitget Hacked + Agentic Bank Runs - The Chopping Block

📅 Oct 02, 2026 Unchained 65 MIN 24 VIEWS 381 SEGMENTS · 3 SPEAKERS
North Korea takes 387 million dollars from Bitget and moves it through THORChain while NEAR's Shield freezes what it can, a Consensys validator hack tests whether staking was ever the risk-free rate, a quant named Benny shows Kalshi's perps volume was cooked, and Apollo warns that AI agents are coming for your checking account. Show highlights 🔹 Bitget loses about 387 million dollars to North Korea's Lazarus Group, and its 460 million dollar user protection fund covers every claim, so there is no contagion. 🔹 The stolen funds run through THORChain while NEAR's Shield freezes around 500K and r...

What Haseeb Qureshi said

Written from the verified transcript and checked against it. Every figure links to the moment it was said.

Haseeb Qureshi discussed the Bitget hack, where $387 million was stolen, likely by North Korea's Lazarus Group. He noted Bitget's insurance fund of $460 million covered all claims. He compared Thorchain's permissive approach to Near's censorship measures, which froze $500k and refused to trade over $100 million. Qureshi argued for extremes: fully neutral infrastructure or deliberate censorship, criticizing the middle ground. He discussed the Consensys staking node hack, estimating a 5% occurrence rate per four years and calling the impact 'one pip' for the stake. He faulted Kalshi for knowing volume numbers were implausible despite incentive programs. He dismissed agentic bank runs as gradual, noting consumers are lazy but adoption will be slow.

Key takeaways

  1. Bitget's $460 million insurance fund fully covered $387 million in hack losses, preventing contagion.
  2. Near froze $500k and refused to trade over $100 million of hacked funds, contrasting with Thorchain.
  3. Kalshi's volume figures were implausible, and they ended their liquidity incentives program.

Numbers and commitments

FigureWhat it refers toTypeAt
$387 million Amount hacked from Bitget metric 1:33
$460 million Bitget's user protection fund metric 1:33
5% Lido stake delegated to Consensys validators metric 27:12
200 ETH Foregone rewards due to Consensys hack metric 27:51
$500k Assets frozen by Near's shield metric 4:29
over $100 million Assets refused by Near's shield metric 4:29
5% Qureshi's estimated chance of a staking incident per year other 34:16

Chapters

  1. 0:00Bitget hack and Lazarus Group
  2. 4:28Crosschain censorship debate
  3. 11:44Property rights and premium pricing
  4. 27:12Consensys staking node hack
  5. 40:24Kalshi volume inflation scandal
  6. 53:07Agentic bank runs

Questions asked in this interview

3
  1. 7:59Wait, so what's the what's the middle ground?
  2. 39:33You think if transactions were not corrupted, but a bunch of people got slashed, they wouldn't do anything?
  3. 39:40You are agreeing with me, correct?
Haseeb Qureshi 0:00 ↗
Oh, North Korea's in here. We're going to shut this off. 387 million.
Robert Leshner 0:04 ↗
Tarun is the 10th most famous Delaware resident.
Tarun Chitra 0:07 ↗
Consensus is a big boy.
Robert Leshner 0:09 ↗
I never swear on the chopping block. Hey, this looks cooked.
Tarun Chitra 0:11 ↗
Agentic bank runs.
Robert Leshner 0:13 ↗
Your estate is paying for dialogue. Homoeconomicus is back, baby.
Tarun Chitra 0:17 ↗
Not a dividend.
Robert Leshner 0:18 ↗
It's a tale of two.
Tarun Chitra 0:19 ↗
Now your losses are on someone else's balance sheet.
Robert Leshner 0:22 ↗
Generally speaking, airdrops are kind of pointless. Anyways, unders trading firms who are very involved. Polic is the ultimate DeFi protocols are the antidote to this problem.
Haseeb Qureshi 0:33 ↗
Hello everybody. Welcome to Chopping Block. Every couple weeks, the four of us get together and give the industry insiders perspective on the crypto topics of the day. Quick intros. First, you got Tarun, the gig of brain and grand puba of Gauntlet.
Tarun Chitra 0:44 ↗
Yo.
Haseeb Qureshi 0:45 ↗
Then we've got Robert, crypto connoisseur and Zar of Superstate.
Robert Leshner 0:49 ↗
Good morning everybody.
Haseeb Qureshi 0:50 ↗
I am Steve, the head hype man at Dragonfly. But we're early stage investors in crypto, but I want to caveat that nothing we say here is investment advice, legal advice, or even life advice. Lisy chopping block.xyz for more disclosures. So, we are together here in Amsterdam in studio and you know, we usually try to make sure we have four people in the show, but uh we have this very interesting futuristic self-served podcast.
Robert Leshner 1:11 ↗
It's an automated robot booth.
Haseeb Qureshi 1:13 ↗
Yeah, it's quite awesome. Very touch.
Tarun Chitra 1:15 ↗
This is how AI is going to get all our information from us.
Robert Leshner 1:18 ↗
They're going to make the walk into the pod talking. Yeah, that's smart. That's smart.
Haseeb Qureshi 1:22 ↗
Well, but it's also like look, I mean, the jobs have already been displaced. Here we are, and we had to talk to Well, we did talk to one human, but technically we wouldn't have to talk to a human.
Robert Leshner 1:30 ↗
It could have been a humanoid robot, like functionally like one day.
Haseeb Qureshi 1:33 ↗
That one day, one day um and so we're here in Amsterdam. Um it's been an interesting week in crypto markets and it's unfortunately been a week of multiple hacks. So, let's talk about the big one. Um Bitgat in which you know, Kavette, we are we are investors. Bit is uh one of the biggest exchanges in the world, top five in any given day with respect to derivatives volumes. Uh they got hacked about $387 million that was hacked from Bitcat. Uh very likely attributable to the Lazarus group which is a part of North Korea. Bit it seems to have mostly affected their hot wallets/warm wallets. There was some kind of infrastructure linked hack. The details aren't fully clear yet, but uh they stole a bunch of different assets out of these hot wallets. Now, Bit thankfully they are very profitable company. They're quite solvent. They had 460 million set aside in a insurance fund/user protection fund. So, that was enough to fully pay out all the claims. They've already begun withdrawals and so people are starting to get their money out. So, thankfully it's not a contagion. Everything's okay. The amount of money is a lot less than the amount of profit they made last year. So, they're in good shape and and the the industry is solid. However, it's brought up a lot of conversations about moneyaundering and specifically because the DPRK, which of course took control of these funds and then had to try to get them out, used a bunch of different strategies to try to move these assets into assets that couldn't be frozen. So, the first thing they did, of course, was move the stable coins out of stables and tried to move everything they could onto Ethereum such that it couldn't be interdicted by by uh you know, freezes and so on. Uh but the other thing they did is they ended up using Thor chain. So
Robert Leshner 3:16 ↗
Not the first time they have used Thor chain.
Haseeb Qureshi 3:18 ↗
Correct. Thorchain appears prominently in many of these hacks. And Thor chain of course is a crosschain spot trading protocol and it allows you to trade. Let's say you're sitting in a protocol like for example Arbitum that we've arbitum has been known to freeze itself when their assets hacked. I think Taye, friend of the show, she made the joke that the uh DPRK moved faster to get out of arbitrum than they did to get out of USDC because USDC
Robert Leshner 3:44 ↗
Takes USDC at least 6 hours.
Haseeb Qureshi 3:46 ↗
Yeah, they it takes a while. They generally need like a court order or law enforcement uh approved instructions to freeze something whereas arbitum obviously froze a hack in the past. Not to say they would freeze for this, but there was some fear from the DPRK presumably that like, oh, Arbitum has done this before and we need to get assets off arbitum as fast as possible. So, the criticism has been of Thor Chain that Thor Chain basically allows anybody to move any money and Thor chain volume spikes anytime there's a massive hack like this. Uh, and so many people pointing fingers at them and saying, "Hey, there's a little bit of a decentralization theater going on in ThorChain in doing this." The other player is near. We're in investors and holders of near.
Robert Leshner 4:28 ↗
So are robot ventures.
Haseeb Qureshi 4:29 ↗
Okay. Yeah. And near also has this thing called near intense which is a crosschain trading protocol and in principle similar intentbased trading to whatchain does. However, near has a protocol called shield which sits at the validator layer which basically looks for anomalies as well as looking for reports of hacks and um you know kind of analysis type signals and so on. uh and will refuse to trade with people or sometimes even stop people who are um demonstrated to be high risk and therefore NAR does not want to facilitate that kind of activity and they end up the freezing uh I think 500k worth of assets as well as refusing to trade with I think over 100 million that was trying to get routed through near intense. So the conversation that has arisen is is this decentralized? Is this good? Is this bad? Is store chain liable? Is is near not li you know how do we think about this? And I'm sure you guys have seen some of these conversations. How do you guys react to the crosschain movement story here?
Tarun Chitra 5:29 ↗
Well, I think the interesting thing for Thor Chain is when they got hacked, they shut down
Robert Leshner 5:35 ↗
I think for like a month.
Tarun Chitra 5:36 ↗
Yeah. So it's sort of like a but to their credit I mean they are realistically if they had more validators it would actually be very hard to shut down. They just like have had some historical hacks that have made people lose confidence and they've kind of such a small validator set that it's not the it's not that hard to revert. I think the near model is probably the best model of like balancing being as clo you know more decentralized but providing some censorship when it's assets that there's kind of a valid reason for stopping and I don't I I think there's obviously everyone in crypto you know if you've been around for long enough you you you 10 years ago you're like I want everything always fully decentralized and over time you realize there's some trade-off for that. And I think the main thing is as long as there exists alternatives where you could use the decentralized thing, but maybe you have to pay a worse cost, like worse liquidity, it's hard to move larger size, whatever, that seems to be the trade-off people have been kind of as the anti- North Korea kind of thing. And that that's sort of what you kind of could argue you you basically see with with Near versus Thor Chain, where Thor Chain is just like a bit of a free-for-all. I think I think if Thor Chain was credibly decentralized and neutral and didn't just like shut down last time, it would make more sense, but their history is not exactly favorable.
Robert Leshner 7:07 ↗
Yeah, this argument
Haseeb Qureshi 7:09 ↗
My my mental framing is that you can have the two extremes and you should have the two extremes and nothing in the middle. Namely, you should have completely neutral, censorship resistant infrastructure that is completely blind to what's happening on top of it, right? In the same way that like the internet itself, you know, doesn't control the packets that are sent over it, right? It doesn't censor them. I think that's a great place to potentially be. I also think the other end of the spectrum is something that there is the ability to censor transactions very deliberately. You're actively trying to scan a blacklist. You're act you're actively trying to prevent fraud, laundering, everything bad. I think the middle ground doesn't work and is in nobody's favor. And so I think you're seeing this in policy arguments. I think you're seeing this, you know.
Robert Leshner 7:59 ↗
Wait, so what's the what's the middle ground?
Haseeb Qureshi 8:01 ↗
Well, the middle grounds are things where it's like I don't know, we could shut down. We could revoke it, but there's an active decision that like there's not necessarily even a policy force. Like Thor Chain probably exists in the middle. They did shut down previously. They're not shutting down here. It's actually a decision.
Robert Leshner 8:19 ↗
But to be clear, they shut down when they got hacked.
Haseeb Qureshi 8:22 ↗
Yes.
Robert Leshner 8:22 ↗
So, you know, this is like, you know, it's it's it's a bad money flowing through.
Tarun Chitra 8:27 ↗
But I think that's his point. The point is like if you're really decentralized, a you can't shut down.
Robert Leshner 8:31 ↗
You can't shut down.
Tarun Chitra 8:32 ↗
So there's no shutting down in a response hack. And then
Robert Leshner 8:34 ↗
I mean, okay, I think I think this is a little bit simplified, right? Like
Tarun Chitra 8:38 ↗
I'm deliberately simplifying.
Robert Leshner 8:40 ↗
Yeah.
Tarun Chitra 8:41 ↗
For a philosophical discussion.
Robert Leshner 8:43 ↗
Sure. Sure. But I think well look, we can ground the discussion in like the realities of what we know now it's like to run a network, which is that okay, the validators sit in a Discord or they monitor a Twitter channel or whatever, right?
Tarun Chitra 8:53 ↗
I would say Ethereum is on the end of it can't shut down. It doesn't shut down. There's no if there was this activity occurring on the L1 itself, there's no conversation to be had about like who slash what slashh how to shut down the network.
Robert Leshner 9:08 ↗
I mean, why did they use tornado on Ethereum, right? Like there's a reason.
Tarun Chitra 9:11 ↗
For sure. For sure. For sure. Yeah. So, there's there's practical there's sort of impracticalities of like, hey, we're not going to be able to shut down. I think for most networks besides Ethereum, it's a shutting down is obviously not normal behavior. And like in the case of Thor chain, something was so I don't know what the details were, but it was so fundamentally broken that they had to bring the whole thing down.
Robert Leshner 9:28 ↗
And let's use Arbitum as a very similar example. Arbitum just a few months ago, there was a similar issue, right?
Tarun Chitra 9:36 ↗
Yeah.
Robert Leshner 9:36 ↗
Stolen funds. Arbitum said, "Hey, we haven't done this before. We are going to seize those stolen funds." The network itself took those transactions, put it into the governance bucket or whatever it was.
Tarun Chitra 9:48 ↗
Yeah. Right.
Robert Leshner 9:48 ↗
Cuz you think that is the middle ground.
Tarun Chitra 9:51 ↗
Yes. and that that should not be happening.
Robert Leshner 9:53 ↗
Correct. That that middle ground is when a couple humans are saying like should we do this, should we not? What will the community think? Right? How will people react? They balance the moral trade-offs of it and they like pick an outcome. Either you should I don't think you should be picking at all. Either you shouldn't be able to pick or you should be always picking for prevention.
Haseeb Qureshi 10:12 ↗
Okay. Interesting. I I think I Okay, so I think Near is actually in that middle ground. the the one end is not near. The one end is a centralized exchange. In the centralized exchange, you know who everybody is. Everything kind of you know everybody can exit the exchange at your discretion. Every withdrawal is subject to your approval and there is no self-custody, right? That is centralized exchange land and we kind of know what guarantees are to be expected when you use a centralized exchange. Other side is unis swap. There is no universe in which unis swap can decide, oh, North Korea's in here. We're going to shut this off. Correct. Right. That literally not even possible. completely that is on the there's no discretion
Robert Leshner 10:51 ↗
There's no discretion right exactly so I think everything that we're talking about is somewhere in the middle and there different points on the middle you know okay Nero maybe is here and Thor chain maybe is over here and my claim is that if you're going to be in the middle you should do so in a way that and that that basically picks a set of values that are that are positive for the industry and on some level like it is useful to pick values that are potentially even distinct from what other people are choosing Right? It's a little bit like you know we think of states as laboratories of democracy. They can all do different things and people can decide where to go. In the same way you know near might make different decisions than some other protocol that decides to be a little more aggressive or a little bit less aggressive. And that ultimately it does create choice among users of like which kind of protocols do you want to use and support. That said obviously it's going to be true that North Korea is going to choose the most permissive protocol at any given time
Tarun Chitra 11:44 ↗
Always. um pretty much yeah that that subject to liquidity and and the ability to actually move the money there. So I see both sides like I do think look if you're going to say that something like near because many people took this tac is to say why isn't near like unis swap near should just be look if you're not going to be a centralized exchange just be unis swap and close your eyes and never look at anything and my view is like look it we the enforcement of property rights is not just to say that every state transition is valid that is one form of property rights that you can guarantee is everything that's a valid state transition, I'm going to allow it to pass. Right? It's sort of the most basic form of property rights, which is state shows up, you have this purse, therefore it's yours, right? Okay. Another form of property rights is to actually look at what happened and have police show up and interview you and say, hey, who is did you steal that purse from that woman? If so, like you don't get to keep that purse. That is a fuller conception of property rights, right? And so I think any robust conception of property rights that that does not belong to North Korea, even if it's a valid state transition, it doesn't belong to you. And there are times when it's very easy to adjudicate using anomaly detection and AI to be able to say, hey, that was sitting in this protocol 10 minutes ago and now it's all living on your balance. You should be able to detect that programmatically without having to say code is law. This is not an EVM state transition that we approve of. And I think you can do that in a way that is genuinely neutral and programmatic in the sense that we think blockchain is supposed to be.
Robert Leshner 13:14 ↗
Yeah. So I think one kind of complication here in your mental model for property rights is you know one of the reasons people really use near intense is the crosschain aspect right and the crosschain world you inherently are
Tarun Chitra 13:30 ↗
Taking two different systems of record that have two different notions of what property rights in the analogy are.
Robert Leshner 13:37 ↗
Yeah.
Tarun Chitra 13:38 ↗
And so inevitably you have this discretion of having some number of operators. it's not like fully anonymous in the same way when you have to translate do this translation between those two and so I think that's why we only see this debate you know you don't see it within a chain as much of a debate right it's like there it's just kind of like okay I used unis swap I swapped from USDC to ETH and I'm the attacker holding a bunch of ETH but
Robert Leshner 14:04 ↗
Hey, are the ETH LPS responsible? No, because like they facilitate a transaction that they have no control over. Yeah.
Tarun Chitra 14:11 ↗
By being in the pool whereas in the crosschain thing it's like a lot more. It's a lot different, right? Intents have a solver, there's an RFQ, there's someone who's full
Robert Leshner 14:19 ↗
Signing of a message.
Tarun Chitra 14:20 ↗
Yeah. Yeah. Yeah. There's like
Robert Leshner 14:21 ↗
Based on some parameters and algorithm and
Tarun Chitra 14:24 ↗
And somehow that is the that there's something about that line that's like very where it feels like that that where you draw that line is like where all the fights are.
Robert Leshner 14:33 ↗
Yeah. Yeah. Agreed. And like I I agree with you. If near intents were all on one chain, this wouldn't be a discussion because obviously it would be so simple that you know there would be no room for any kind of arbitrary injection of blacklisting or you know whatever anomaly detection or
Tarun Chitra 14:49 ↗
But to to take your analogy further I think um a funny version of the world would be you know a lot of countries have allow you to import property rights from other countries or other parts of the world but only in a limited way in like free ports. or these like places that you don't get taxed or you don't they don't recognize or care what is in that property. And there's some sense in which it would be interesting if like in crypto there's some notion of like opt-in or opt out to those rights and you have to pay more but you get better liquidity for giving you guarantees. But I think that's hib's point which is have a spectrum of control verse lack of control and
Robert Leshner 15:30 ↗
But that the user
Tarun Chitra 15:31 ↗
Theoretically the user would price them differently for yeah so even in the case of arbitrum I'm actually very supportive of arbitrum having done the arbitrary state transition quote unquote to like
Robert Leshner 15:44 ↗
Wasn't arbitrary.
Tarun Chitra 15:46 ↗
Sure. Sure. Yes.
Robert Leshner 15:47 ↗
And the community was as well and I think if arbitum had done that in 2023 three, the response from the community would have been much more hostile.
Tarun Chitra 15:55 ↗
Totally. Totally. And like the values of crypto have clearly changed. That's true.
Robert Leshner 15:58 ↗
22 23 post FTX people would have been like a little, you know what I mean? Like
Tarun Chitra 16:04 ↗
Maybe but like the the whole idea of like, okay, all these blockchains are laboratories of democracy. They each have different expectations and rules. And I think a lot of people will choose like, you know what, if something catastrophic happens on arbitrum, I want to be on the L2 that will do something about it. and the L2 that won't do something about it has demonstrated that they won't do something about it. I don't want to be there. So, it's a little bit also like look, you know, when the Fed bails out the banking system, it's like, okay, people look at it as immoral hazard, this and that, blah, blah, blah. But people, a lot of people say like, well, look, I want to be in a country that bails out the property, you know, the the banks as opposed to the country that doesn't bail out the banks because those people live in countries with a failed financial system and that's really bad. So I think we will see more of this over time is that people will start to choose chains based on their commitment to different kinds of property rights relative to just we always follow the longest chain rule.
Robert Leshner 16:58 ↗
By that logic though do you think that users and people will accrete to the chains with the strongest property rights the strongest probability of a roll back a fix a seizing of the Lazarus assets whatever
Tarun Chitra 17:13 ↗
Not always. I mean, it's a little bit like look, you know, people think of Delaware as having this very robust, predictable kind of set of
Robert Leshner 17:21 ↗
And then they decided they hated Alon Musk and then they shot themselves in the foot by violating their standards and going in a different direction and now all the corporations are abandoning Delaware. Sorry, Nevada. They're going to Texas.
Tarun Chitra 17:31 ↗
Okay, it's it's okay. You know, uh you know, my my state is famous for other things like Hunter Biden, so I'm not exactly sure. A lot of great experts. is the 10th most famous Delaware resident.
Robert Leshner 17:43 ↗
Wait, where are we getting that?
Tarun Chitra 17:45 ↗
No. No. I I I don't actually even know who famous Delawareians are.
Robert Leshner 17:49 ↗
It's like Biden's family. Really?
Tarun Chitra 17:51 ↗
The Biden family. That's my turn is number Hunters. You got to be number two now.
Robert Leshner 17:54 ↗
Yeah.
Tarun Chitra 17:54 ↗
Okay. Interesting.
Robert Leshner 17:55 ↗
Well, okay. So one thing I do think is like you know as we start getting more you know the privacy stuff I think you're seeing a lot more to another aspect of near intense that thorchain didn't have at all was the shielded pool aspect of like being able to do transfers of shielded pools. I think chain was trying to but it somehow I've never seen any volume on their their usage of it
Tarun Chitra 18:20 ↗
But the private there's sort of a question this is sort of maybe again more of a philosophical question but like I have different countries with different property rights and so maybe I have like the Switzerland that gives me the private banking but won't bail me out and then I have the US which not private but I get bailed out. not private meaning like the government sees every transaction over $10,000. they see, you know, like KYC every, you know, right?
Robert Leshner 18:46 ↗
Yeah.
Tarun Chitra 18:47 ↗
And those two worlds interfacing, right, have always in the human world had tons of problems like right of like and so inherently it seems like you have to have that happen there. But the real question to me is like the blockchain world should be all about because it's open. The key thing is like open market so anyone can join and leave. There should be like a pricing difference that is like a premium that you pay for one side or the other which is gets to this point of like will everyone go to the one that gets bailed out or will everyone go to the one that has some other property but they might not they get hacked it's private funds you you're done right like a lot of the Zcash incidents in the past have sort of had that flavor. So I'm just sort of curious how you think what do you think you why have we not priced that because it hasn't really been priced as like a fear factor except in this like arbitrum case as like a very exceptional thing but if I look at governments around the world deposit bank deposits implicitly pricing this premium for like different places so how when do you think that will ever happen here
Robert Leshner 19:48 ↗
Yes I think it's a very complex calculus okay so you know originally laid it out not in the terms of like a blockchain network But in terms of like DEX to sex, right, like Uniswap to Coinbase is kind of the spectrum, which is I think totally correct from like a trading perspective. I think it's also like Ethereum to I don't know what's the most centralized chain we can think of.
Tarun Chitra 20:11 ↗
Do you want to
Robert Leshner 20:13 ↗
Uh let's not, you know, let's not make enemies. Let's not make enemies.
Tarun Chitra 20:16 ↗
But Ethereum to the most centralized chain that's the most easily rolled back, right?
Robert Leshner 20:21 ↗
I think you can go too far, right? I think a lot of consumers are angry at Coinbase because they're like, "Oh, you're overly protective and censoring transactions and like my account got frozen when it never should have."
Tarun Chitra 20:32 ↗
And you can go too far in the protection like you can become like
Robert Leshner 20:37 ↗
Patronizing in a paternalistic
Tarun Chitra 20:39 ↗
Paternalistic like centralized system, right? That's what people hate about the existing banking system, right?
Robert Leshner 20:45 ↗
And so I don't think the optimal point on the curve is like all the way towards protection. I think is probably like I'm making up a number of 80% of the way there. And maybe the optimal state for the user is one in which it's not a KYC chain, right? It's low friction but very high protection.
Tarun Chitra 21:05 ↗
But I would argue that the only way a user can realize that optimal point is actually keeping their money on all the different chains and like rebalancing to stick to 80% versus
Robert Leshner 21:14 ↗
Way that maximizes the risk that you get screwed. Well, but I think binary, but the property rights thing is like each chain has their own
Tarun Chitra 21:22 ↗
Rule on that. So you if you wanted to really have
Robert Leshner 21:25 ↗
You're most likely to lose money if you have money on every chain
Tarun Chitra 21:30 ↗
And that's true. And I do think users have like a nonutility nonlinear utility function of like ever losing any money is like extremely
Robert Leshner 21:38 ↗
Stressful. Yeah. Once you've been rugged.
Tarun Chitra 21:40 ↗
So that then this gets back to this question of like what's the pricing premium you should expect? I think there is already an implicit pricing premium in that like if you have money on some like janky ass, you know, kind of longtail chain. There's less liquidity. It's harder to move your money out. Bridging takes longer. That is a cost that is not doesn't show up in your DeFi llama or in your or not your
Robert Leshner 22:02 ↗
Sure. Sure. Sure. But being the new Calonia of L2s is not exactly like even at the top tier like let's talk the Zcash versus Arbitum versus Ethereum. Those are all established ecosystems. They have economies. They have GDPs effectively. You know, they're not like
Tarun Chitra 22:18 ↗
Zcash isn't really I mean because Zcash is, you know, UTXO coin like it's obviously not going to be like you're not going to stable asset. Yeah.
Robert Leshner 22:27 ↗
You're getting paid for providing liquidity to people who are using the shielded pool. That is a form of economic activity there, right? Effectively.
Tarun Chitra 22:35 ↗
Sure. Sure. But how how are you going to get the apples to apples of like the sort of
Robert Leshner 22:39 ↗
Well, that's the Swiss bank. That's your Swiss Switzerland, right? Like imagine there was like no other economy.
Tarun Chitra 22:43 ↗
Well, you'd have to take the same asset. So take USDC. USDC sitting on arbitum versus sitting on, you know, some privacy preserving protocol like some Aztec type thing versus sitting on Ethereum.
Robert Leshner 22:53 ↗
Yeah, maybe we could if Aztec, which I know they just relaunched their whole thing. So that would probably be the
Tarun Chitra 22:58 ↗
Let's do rail gun. Take rail gun.
Robert Leshner 23:00 ↗
Rail gun, right? There's not that much of a premium. So I will say one thing about ETH. There is a premium, right? where like ETH that's been within X hops of tornado cash.
Tarun Chitra 23:11 ↗
I think this is wrong. I think this is a wrong analysis. I think there is a premium and you would realize the premium if you actually tried to sell in the moment, right? It's a little bit like how you you know you hold bonds and you're kind of like, oh well, I'm going to mark this to par price because like that's what whatever I'm allowed to do that for my regulators, but if you try to sell it, you're not going to get par, right? In the same way if
Robert Leshner 23:30 ↗
Those have to be some pretty funky bonds.
Tarun Chitra 23:32 ↗
Yes. Uh well, this was what happened with treasuries, right? No, I mean the treasury market is so deep and liquid.
Robert Leshner 23:37 ↗
No, no, no, no. But I'm talking about when the banks when like SV when SVB what was it? What's the term?
Tarun Chitra 23:43 ↗
That was that was a different problem that the problem was they bought all of these bonds that were
Robert Leshner 23:49 ↗
Held at cost. Yes.
Tarun Chitra 23:52 ↗
And they were allowed to hold them at cost even though the marketing to maturity.
Robert Leshner 23:54 ↗
The market price was like 93.
Tarun Chitra 23:56 ↗
Exactly. Exactly. So that's my point. My point is that if you were distressed and you had to sell a bunch of USDC sitting in rail gun, you would not get part. My point is more actually just like if you look at the premiums right now like the differences they're not that big relative to the real world tract as they shouldn't be because they're arbitrageable within like an hour.
Robert Leshner 24:14 ↗
If USDC was 101 on any of these chains that would be arbitrageed in like two seconds.
Tarun Chitra 24:19 ↗
No, no, but we we know that sometimes the shielded USDC does have the have a much higher
Robert Leshner 24:24 ↗
Not because like not there's not much
Tarun Chitra 24:26 ↗
Otherwise anyone is going to go just like mint USDC.
Robert Leshner 24:28 ↗
Yeah, you can arbitrage this stuff too fast. No, no, no. But but the shielded one, everyone has knows they take this risk cuz like do you remember USDC froze some some uh there is that's what I'm saying like if you look try to analyze this there's something fundamentally different about crypto premiums for this
Tarun Chitra 24:45 ↗
This and like I think that's the thing that
Robert Leshner 24:47 ↗
But okay D does not trade at a premium to USDC
Tarun Chitra 24:52 ↗
That is a sensor resist sensor
Robert Leshner 24:55 ↗
Sometimes it does in hacks actually because the hackers exit to die true
Tarun Chitra 24:59 ↗
So it it.
Robert Leshner 25:00 ↗
I mean, you're just not going to be able to sustainably see that much of a price differential given how fast
Tarun Chitra 25:04 ↗
Actually it doesn't. They used to mint through the facility and get one,
Robert Leshner 25:08 ↗
But you know, they didn't buy it on a deck.
Tarun Chitra 25:09 ↗
I'm trying to remember like what hack it was where it went up to like 125 because like the hacker attack
Robert Leshner 25:14 ↗
A long time ago.
Tarun Chitra 25:16 ↗
Must have been a long time ago.
Robert Leshner 25:16 ↗
Two years ago.
Tarun Chitra 25:17 ↗
Really?
Robert Leshner 25:18 ↗
Yeah.
Tarun Chitra 25:18 ↗
125. That's crazy.
Robert Leshner 25:20 ↗
Yeah. But it was like a very
Tarun Chitra 25:22 ↗
10-minute spike. But it it was like it was like only because of this one person took the entire stack went immediately and meant to die.
Robert Leshner 25:30 ↗
But the reason I'm bringing this up is somehow this gets to this philosophical question, right? Robert's talking about this being a very binary thing. There's no premium. You can't price this difference. But then in practice, you observe people pricing it as a premium, but then they're also not differentiating it as a premium as much as in Tradfi. And the question is if all these Tradfi assets are coming to crypto, I have the same tokenized stock on imagine there was like a shielded one like rail gun tokenized stock, you know, normal ET tokeniz stock, arbitrum tokenized stock, base tokenized stock, right? They all kind of have slightly different. Do you think that you get this like large spread in premiums like the way you do with an ADR and the underlying or do you think it actually
Tarun Chitra 26:12 ↗
No, it should be a small spread. The spread you will see through different versions. I think it would be convenience based. How easy is
Robert Leshner 26:18 ↗
Versus security based?
Tarun Chitra 26:19 ↗
Correct. I I think
Robert Leshner 26:20 ↗
I can see that.
Tarun Chitra 26:22 ↗
And that's one of the reasons why an ADR is better than the offshore original stock is because it's so much easier to trade,
Robert Leshner 26:30 ↗
Right?
Tarun Chitra 26:30 ↗
Yeah.
Robert Leshner 26:31 ↗
But the difference also like if you actually had different
Tarun Chitra 26:35 ↗
ADR, it trades at such a crazy premium and Korea
Robert Leshner 26:38 ↗
Or just like the DRAM ETF.
Tarun Chitra 26:40 ↗
Yeah. It's like the convenience layer of letting more people access it. more people are bid
Robert Leshner 26:46 ↗
Or at least more dollars
Tarun Chitra 26:47 ↗
More dollars
Robert Leshner 26:48 ↗
More scarcity for there's like a fixed supply that is not expanding in response
Tarun Chitra 26:52 ↗
So so I I think the one interesting thing is like people should actually study these premium in crypto and try to imply whether
Robert Leshner 26:58 ↗
Implicitly the market is voting on this spectrum thing or binary thing because I think the data actually might you you might have had enough of these attacks now
Tarun Chitra 27:06 ↗
To actually separate what people actually view these things as like right infer which one of the two worlds
Haseeb Qureshi 27:12 ↗
Well okay interesting let Let's take the other hack that happened this week. Actually, just happened very recently, which is that apparently consensus was hacked in their staking node, their validator. So, this was on Ethereum. Consensus uh I don't know exactly how much stake they manage, but it's fairly significant. They were something like 5% of Lido is delegated to consensus validators. So, they massively uh they basically all at once exited their stake and are rotating the key. So, there's a lot of ETH now exiting in the exec. didn't really seem to have that dramatic of an effect despite the surface area potentially. Of course, that's because when you run a validator, you can't actually do that much like steal the money.
Tarun Chitra 27:51 ↗
Yeah. They don't own the money. The money is delegated to them. So, they're sort of pointing their lasers at this guy is going to validate for me, but the end assets that go that are pointed at the validator are owned by users. So, those users didn't have their keys compromised. Consensus had their validator compromised. Um, so apparently they were able to scoop up supposedly it was just like less than an ETH of unclaimed rewards that were sitting in the validator. Yeah. But because the reward because the validators were offline, there's potentially I I don't understand if this is correct, but uh supposedly there's up to like 200 ETH in total that is in foregone rewards that otherwise might, you know, consensus might have made had they not had to exit all the stake. That's of course across a lot of ETH that's pointed at them. So, um
Robert Leshner 28:35 ↗
I mean it's it's basically like either you view it as opportunity cost or implicitly like getting slashed if you're like
Tarun Chitra 28:41 ↗
I think it's opportunity cost. I think it's like your yield is zero for a little while.
Robert Leshner 28:45 ↗
Yeah. Yeah. But you can also
Tarun Chitra 28:46 ↗
Slash you can lose your principle.
Robert Leshner 28:48 ↗
Yeah. Yeah. That's true. That's true.
Tarun Chitra 28:49 ↗
Right. Slashing like nobody So nobody's lost their principal here.
Robert Leshner 28:51 ↗
No one's lost their principle. But I think like to the end user who's like I was thinking of this asset as like being
Tarun Chitra 28:57 ↗
Well, the whole risk-free rate conversation has reared its ugly head. I think in that like you know the last time this happened I think was kiln which was a very small niche player it was like a decentralized kind of thing consensus is one of the biggest validators right this is infura that you know
Robert Leshner 29:11 ↗
Well actually I think during the kil act though kil was a very large portion of salana at that time
Tarun Chitra 29:16 ↗
Oh is that right
Robert Leshner 29:17 ↗
Yeah it was like 3 or 4% of so so I think it that one was more complicated because I think on ETH maybe they're not as big but the other networks they're
Tarun Chitra 29:25 ↗
Yeah but like you know consensus is a big boy so them getting compromised and again you didn't lose principle. There was no double signing or anything that would cause slashing. But does this impugn the concept of a risk-free rate?
Robert Leshner 29:38 ↗
Yes.
Tarun Chitra 29:38 ↗
Yes, of course it does.
Robert Leshner 29:39 ↗
Okay, tell us.
Tarun Chitra 29:42 ↗
Only because consensus is probably the most well-known name, not for staking, but within the Ethereum ecosystem, right? I think to your point about the rewards disappear for even a temporary amount of time, right? I think we think of staking as the risk-free rate, but it's really the best possible rate, not the worst possible rate
Robert Leshner 30:04 ↗
Or the lowest volatility rate, but this added volatility.
Tarun Chitra 30:07 ↗
Correct. This adds volatility to it and it adds, I think, a risk premium in general. Knowing that there are extra surface areas of risk, I think calls into question, is this risk-free? Assets were not stolen, right? But I think the validator as a piece of the risk surface area hasn't fully been explored. I think people have aggressively explored bridges and you know smart contract risk and all of that. I think this is one of the first you know major validator risks but I don't think
Robert Leshner 30:42 ↗
For Ethereum other networks have other networks have had way more issues.
Tarun Chitra 30:46 ↗
Yeah. But, you know, I do think it calls into question what is riskless. We don't know if

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APA

Qureshi, H. (2026, October 2). Kalshi Cooked, Bitget Hacked + Agentic Bank Runs - The Chopping Block [Interview transcript]. Unchained. CEOInterviews.AI. https://ceointerviews.ai/interview/2969882/

MLA

Haseeb Qureshi. "Kalshi Cooked, Bitget Hacked + Agentic Bank Runs - The Chopping Block." Unchained, 2 Oct. 2026. Transcript, CEOInterviews.AI, https://ceointerviews.ai/interview/2969882/.

BibTeX
@misc{qureshi2026_2969882,
  author       = {Haseeb Qureshi},
  title        = {Kalshi Cooked, Bitget Hacked + Agentic Bank Runs - The Chopping Block},
  howpublished = {Interview transcript, Unchained. CEOInterviews.AI},
  year         = {2026},
  month        = {oct},
  url          = {https://ceointerviews.ai/interview/2969882/},
  note         = {Speaker-attributed transcript with timestamps}
}