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In unfamiliar market conditions, historical data-driven AI trading bots will falter

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In unfamiliar market conditions, historical data-driven AI trading bots will falter

Today’s AI trading bots are based on a limited amount of historical data which means totally unfamiliar market events like the 10/10 liquidations or even last week’s severe selloffs will leave agentic trading models short of the mark.

These historical data-driven AI models have never seen huge liquidations on a single day and would find this “very unfamiliar” said Bitget CEO Gracy Chen on a panel about agentic trading bots at Consensus Hong Kong 2026. As such human intervention is needed.

“As an exchange, we don’t plan to build our own LLM [large language model]. But trading bots are a big thing,” Chen said. “Current AI bots are a bit like an intern: faster, cheaper but needs a little supervision.”

However, further down the line this will be more like a “full employee,” and in 3-5 years AI can replace a lot of us, Chen said.

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These are sentiments heard regularly in the algorithmic trading world when it comes to AI.

While complex LLM and machine learning trading technology is improving at a rapid clip, there are still plenty of people who think a human overlay is an essential part of the process – particularly in situations like the severe volatility that recently gripped crypto markets.

Joining Chen on the panel, Saad Naj, founder and CEO of agentic trading startup PiP World agreed the tech is in its infancy and that comes with risk. But he pointed out that 90% of day traders and retail players lose money.

“As humans we are too emotional. We can’t compete with AI solutions,” Naj said.

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Crypto World

Friday’s eth.limo Hijack Caused by Social Engineering on EasyDNS

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Friday’s eth.limo Hijack Caused by Social Engineering on EasyDNS

Ethereum Name Service gateway eth.limo has revealed that the domain hijacking on Friday was caused by a social engineering attack directed against EasyDNS, its domain name service provider. 

According to a postmortem published by eth.limo on Saturday, an attacker impersonated one of its team members to initiate an account recovery process with easyDNS, granting access to the eth.limo account and allowing them to alter domain settings.

“The NS records were changed and directed to Cloudflare… Once we understood that a DNS hijack had taken place, we immediately notified the community as well as Vitalik Buterin and others. We then began contacting EasyDNS in an attempt to respond to the incident,” the company said.

Eth.limo serves as a Web2 bridge, providing access to around 2 million decentralized websites using the .eth domain name. Hijacking the service could allow an attacker to redirect users to malicious websites. Ethereum co-founder Vitalik Buterin warned users Friday to avoid his blog until the incident was resolved.

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Mark Jeftovic, CEO of easyDNS, has publicly accepted responsibility for the incident in its own postmortem report. 

“We screwed up and we own it,” said Jeftovic on Saturday. 

“This would mark the first successful social engineering attack against an easyDNS client in our 28-year history. There have been countless attempts.”  

Both companies have pointed to the Domain Name System Security Extension (DNSSEC) in thwarting the hacker’s attempts to do further damage. 

The attacker couldn’t produce valid cryptographic signatures, so Domain Name System resolvers rejected the attacker’s forged DNS responses, causing users to see error messages instead of being redirected to malicious sites. 

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“DNSSEC was enabled for their domain when the attackers attempted to flip their nameservers, presumably to effect some manner of phishing or malware injection attack, DNSSEC-aware resolvers, which most are these days, began dropping queries,” Jeftovic said. 

Source: eth.limo

In its postmortem, eth.limo noted that because the attacker lacked the signing keys, they were unable to bypass the safeguards, which likely “reduced the blast radius of the hijack. We are not aware of any user impact at this time. We will provide updates if that changes.”

easyDNS makes changes since the attack

Jeftovic described the social engineering attack as “highly sophisticated,” and said easyDNS is still conducting a post-mortem on how the breach occurred, and has already begun rolling out changes to prevent a recurrence.

Source: easyDNS

“In eth.limo’s case, we will be migrating them to Domainsure, which has a security posture more suited toward enterprise and high-value fintech domains, TLDR there is no mechanism for an account recovery on Domainsure, it’s not a thing,” he added.

“On behalf of everyone here, I apologize to the eth.limo team and the wider Ethereum community. ENS has always had a special place in our heart as the first registrar to enable ENS linking to web2 domains and we’ve been involved in the space since 2017.”

Related: RaveDAO denies manipulation as Binance, Bitget probe RAVE trading activity

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The eth.limo incident is the latest in a series of domain hijackings targeting crypto projects. Days earlier, decentralized exchange aggregator CoW Swap lost control of its website after an unknown party hijacked its domain. 

Steakhouse Financial, a DeFi advisory and research firm, similarly disclosed at the end of March that it had lost control of its domain to an attacker.

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