Uncategorized
Trusted Autonomy: Why Human-Machine Teams Will Run on Crypto Networks

Autonomous robots may sound like sci-fi concepts that are decades away, but large language models and generative AI now allow machines to plan, learn, and think. More than that — the same software that can win the math olympics and write novels can also control physical robots, allowing one digital persona to operate across the digital and physical worlds. So yes, robots walking around your neighborhood, or working alongside you, will have consistent opinions and actions on X/Twitter, on prediction markets, and in the real world.
But there’s a major gap. How do we integrate thinking machines into human society, from schools, hospitals, factories to our homes and daily life? Most of the systems we’ve built are for other humans and make strong assumptions of having a fingerprint, parents, and a birthdate, none of which are true for thinking machines. There is also broad uncertainty about how to regulate thinking machines — do we outlaw them, pause their development, or try to limit their ability to synthesize human-intelligible emotions (as in the European Union)? Which regional laws apply to a 200B parameter LLM running on a computer in low earth orbit, that’s controlling the actions of a trading bot, or a physical robot in the New York SEC office on Pearl Street?
What is needed is a global system that supports financial transactions, allows humans and computers to come together to vote and set rules, is immutable and public, and is resilient. Fortuitously, thousands of innovators and developers have spent the last 16 years building exactly that — a parallel framework for decentralized governance and finance. From the very beginning, the point was to support “non-geographic communities experimenting with new economic paradigms” by building a system that “doesn’t much care who it talks to” (Satoshi 2/13/09). It’s now more clear what that meant — unlike the rest of the human-focused tech, financial, and regulatory stack, blockchains and smart contracts don’t much care if they are being used by humans or thinking machines, and gracefully accommodate all of us. For this reason, decentralized crypto networks offer the vital infrastructure that’s needed to allow this burgeoning sector to flourish. The benefits will be tangible across healthcare, education and defense.
Several hurdles will need to be overcome. Seamless human<>machine and machine<>machine collaboration is essential — especially in high-stakes environments such as transportation, manufacturing, and logistics. Smart contracts enable autonomous machines to discover one another, communicate securely, and form teams to complete complex tasks. Presumably, low latency data exchange (e.g. among robot taxis) will happen off chain, for example in virtual private networks, but the steps leading up to that, such as discovering humans and robots able to drive you to the airport, are well suited for decentralized markets and actions. Scaling solutions such as Optimism will be critical to accommodate these transactions and traffic.
The fragmented regulations around the world is another factor slowing innovation. While some jurisdictions such as Ontario are ahead of the curve when it comes to autonomous robotics, most are not. Decentralized governance tackles this by establishing programmable, blockchain-based rule sets that deliver much-needed uniformity. Creating global standards for safety, ethics and operations is critical for ensuring that autonomous robots can be rolled out across borders at scale, without compromising safety or compliance.
Decentralized autonomous organizations, otherwise known as DAOs, help accelerate research and development in robotics and AI. Traditional sources of funding are both slow and siloed, holding the industry back. Token-based models such as DeSci DAO platform remove these bottlenecks, while giving everyday investors potential incentives to get involved. Likewise, some of the developing business models for AI involve micropayments and sharing of revenue with data- or model- providers, which can be accommodated with smart contracts.
Combined, these advantages will help fast-track the development of autonomous robots, with a plethora of compelling use cases.
A new paradigm for robotics and thinking machines
It’s easy to fear that cognition is a zero sum game, and that the broad availability of smart machines will directly compete with humans. But the reality is that there are severe shortages of well educated humans in education, healthcare, and many other sectors.
Research by UNESCO recently revealed a worldwide teacher shortage that there’s an «urgent need for 44 million primary and secondary teachers worldwide by 2030» — and that’s before you consider the assistants who offer one-on-one support in classrooms and help struggling students to keep up with their peers. Autonomous robots can deliver huge advantages here, tackling significant shortages across the education sector. Imagine a child being able to learn about a complicated concept with a robot sitting next to them, to walk them through a new concept of skill — reinforcing their understanding about a subject while enhancing their social skills. We are used to humans teaching robots, and this being a one way street, but that is changing.
Meanwhile, the WHO has warned of a «health workforce crisis.» There’s a total shortfall of 7.2 million professionals across 100 countries — and given the world faces an aging population, this gap is expected to accelerate to 12.9 million by 2035. The industry is facing shortages in critical areas like nursing, primary care, and allied health. This crisis is affecting the quality of care patients receive and threatening the ability of healthcare professionals to do their jobs. From monitoring patients with chronic diseases, assisting surgical procedures, to offering companionship for the elderly, autonomous robots can play a crucial role in alleviating the workloads of nurses and doctors. Without being prompted, they can monitor supplies of medicines and equipment — ordering in additional stock when required. When you factor in other use cases such as transporting medical waste, cleaning treatment rooms and assisting in surgeries, it’s clear to see that robotics can drive greater productivity — and consistency — at a time when the healthcare sector needs it.
Autonomous systems are already reshaping the defense sector, primarily involving swarms of drones and naval surface assets, and we’re barely scratching the surface when it comes to the advantages robotics can bring — executing tasks that may be unsafe or impossible for humans.
From prototypes to practical use
All of this may seem abstract and straight out of the 22nd century, but Ethereum is being used today to store decision and action guardrails for AIs and robots, and as reported by Coinbase, AI agents are using crypto to transact amongst themselves.
The open and auditable structure of decentralized crypto networks allows robotics developers to securely share data, models, and breakthroughs. This accelerates the transition of autonomous robots from prototypes to real-world applications, enabling their deployment in critical areas like hospitals and schools faster than ever. When you walk down the street with a humanoid robot, and people stop and ask — “Hey aren’t you scared” you can tell them — no I’m not, because the laws governing this machine’s actions are public and immutable, and then you can give them the a link to the Ethereum contract address where those rules are stored.
Decentralized ledgers can also act as coordination hubs, allowing robots in heterogeneous systems to find one another and coordinate without centralized intermediaries. This is conceptually similar to the standard defence C3 technology (command, communication, and control), except that the infra is decentralized and public. Immutable records ensure that every exchange and action is traceable, creating a trusted foundation for collaboration.
For robot-to-robot interactions, smart contracts streamline task allocation and resource sharing, enabling efficient coordination. In robot-to-human interactions, privacy-centric decentralized systems can secure sensitive data, such as biometric or medical information, fostering trust and accountability.
This new world may invoke fear — what does this all mean for us? — but everyone reading this article has been working on making it come true for almost 2 decades now, by building the infrastructure that will handle governance, teaming, communication, and coordination of humans with thinking machines.
Uncategorized
Ethereum ‘Roll Back’ Suggestion Has Sparked Criticism. Here’s Why It Won’t Happen

On Friday, cryptocurrency exchange Bybit was allegedly hacked by North Korea’s Lazarus group, which drained nearly $1.4 billion in ether (ETH) from the exchange.
Following the hack, Arthur Hayes, BitMEX co-founder and claiming to be a major ether (ETH) holder, wrote a post on X to Ethereum co-founder Vitalik Buterin on whether he will “advocate to roll back the chain to help @Bybit_Official.” Meanwhile, in an X spaces session, Bybit’s CEO Ben Zhou revealed that his team had also reached out to the Ethereum Foundation to see if it was something the network would consider, noting that such a decision should be based on what the network’s community wants.
Hayes’s post immediately provoked a fierce reaction from the Ethereum community, which was firm in its belief that it wouldn’t happen. Some even questioned whether the BitMEX founder was joking. CoinDesk reached out to Hayes over X to clarify his comments.
Ethereum members, like the core developer teams, are vastly against “rolling back” the network because it would override core elements of decentralization. If Buterin decided on his own that it would happen, then that would be seen as the end of Ethereum’s ethos, which heavily involves various developer teams and other community members when it comes to the health and state of the blockchain.
“Rolling back the chain would give ETH no purpose. What’s the point if you can just change rules,” said user @the_weso in a post on X.
Some outside the Ethereum community pointed to the 2016 DAO hack as an example when $60 million in ETH was stolen. The network went forward with a hard fork, splitting the old network into two, and the new chain continued on as Ethereum.
That hard fork was not a “rollback,” though; it was known as an “irregular state transition.” Ethereum technically can’t “roll back” the network because it relies on an account model, where accounts hold users’ ETH.
At the time of the hack, developers upgraded their nodes to a new client or software. Those who didn’t upgrade their nodes were still on the old chain, which became known as Ethereum Classic.
When the nodes upgraded to the new software, the stolen ETH could move from one Ethereum account address to the next.
“The ‘irregular state change’ that they implemented at the time of the DAO hard fork was this: they airlifted all the ETH in the DAO smart contracts out to a refund contract that would send you 1 ETH for every 100 DAO tokens you sent in,” wrote Laura Shin of Unchained in a post on X.
Uncategorized
Bybit Sees Over $4 Billion ‘Bank Run’ After Crypto’s Biggest Hack

Major cryptocurrency exchange Bybit has seen total outflows of over $5.5 billion after it suffered a near $1.5 billion hack that saw hackers, believed to be from North Korea’s Lazarus Group, drain its ether cold wallet.
The total assets tracked on wallets associated with the exchange plunged from around $16.9 billion to $11.2 billion at the time of writing, according to data from DeFiLlama. The exchange is now looking to understand exactly what happened.
In an X spaces session, Bybit’s CEO Ben Zhou revealed that shortly after the incident, he called for “all hands on deck” to serve their clients with processing withdrawals and responding to inquiries about what was going on.
During the session, Zhou revealed that the security breach saw the hackers make off with roughly 70% of their clients’ ether, which meant that Bybit needed to quickly secure a loan to be able to process withdrawals. Yet, Zhou found that ether wasn’t the most withdrawn token, with most users instead withdrawing stablecoin from Bybit.
The exchange, Zhou noted, has reserves to cover these withdrawals, but the crisis deepened as, in response to the incident, Safe moved to temporarily shut down its smart wallet functionalities to “ensure absolute confidence in our platform’s security.”
Safe is a decentralized custody protocol providing smart contract wallets for digital asset management. Some exchanges integrated Safe, which allows users to maintain custody of their funds and has multisig functionality to enhance the security of their cold wallets.
While the exchange had reserves to back up users’ withdrawals, $3 billion worth of USDT was in a Safe wallet that had just been shut down as the wallet moved to understand the situation, according to Zhou.
On social media, Safe said that while it had «not found evidence that the official Safe frontend was compromised,» it was temporarily shutting down «certain functionalities» out of caution.
While Zhou and Bybit’s team were figuring out how to securely withdraw their $3 billion, withdrawals were mounting. Within two hours of the security breach, the exchange was facing requests to move over $100,000 off its platform, Zhou revealed.
Responding to the situation, Zhou told his security team to engage Safe to “find a better way to get this money out.” The team ended up developing new software with code “based on Etherscan” to verify the signatures “on a very manual level” to move the stablecoins back to their wallet and cover the withdrawal surge.
The exchange’s team had to remain up all night to be able to fulfill withdrawals, according to Zhou. As the exchange managed to move the $3 billion in stablecoin reserves, it was facing a bank run of “about 50%” of all the funds within the exchange.
Zhou said that since the incident, the exchange has moved a significant amount of funds off of Safe cold wallets and is now determining what system it will use to replace Safe.
Pushing to «Roll Back» Ethereum Was not Off the Table
Since the security breach, Bybit has engaged authorities. During the session, Zhou said that the Singaporean authorities took the issue “very seriously” and that he believes it has already been escalated with Interpol.
Blockchain analysis firms, including Chainalysis, were engaged. Zhou said, “As long as Bybit is there and continues to track [the stolen ether], I hope we can get these funds back.”
Notably, he revealed that pushing to «roll back» the Ethereum blockchain, which was suggested by some industry players on social media, including BitMEX co-founder Arthur Hayes, had been on the table for some time if the community agreed with it.
“I had my team talking to Vitalik and the Ethereum Foundation to see if there’s any recommendations they can offer to help. I do really thank all these guys on Twitter asking if there is a possibility to roll back the chain. I’m not sure what was the response on their side, but anything that would help we would try,” Zhou said.
When asked if «rolling back» the chain is even possible, Zhou responded he doesn’t know. “I’m not sure it’s a one-man decision based on the spirit of blockchain. It should be a work in process to see what the community wants,” he said.
It’s worth noting that a blockchain «rollback» refers to a state change that would allow for the funds to be recovered. While rolling back the Bitcoin blockchain is technically possible, such a state change on Ethereum would be more complex, given its smart contract interactions and state-based architecture.
Nevertheless, any state change would require consensus and likely lead to a contentious hard fork, drawing criticism from the community. This would likely split the Ethereum blockchain into two networks, each with its own supporters.
As for what exactly caused the hack to occur, is still unclear. Per Zhou, Bybit’s laptops have not been compromised. He said the movements of the transaction’s signers have been scrutinized but appear to have been routine.
“We know the cause is definitely around the Safe cold wallet. Whether it’s a problem with our laptops or on Safe’s side, we don’t know.,” Zhou added.
Uncategorized
Binance Research Survey Shows 95% of Latin American Crypto Users Plan to Buy More in 2025

A vast majority of Latin American cryptocurrency users—95%—plan to expand their holdings in 2025, according to a Binance Research survey of more than 10,000 investors in Argentina, Brazil, Colombia, and Mexico.
The findings show that 40.1% of respondents are expecting to buy more crypto within the next three months, 15.3% are looking to do so in the next six months, and 39.7% within 12 months. Only 4.9% have no plans to keep on investing this year.
Latin America led the world in crypto adoption in 2024, growing by 116%, according to research from payments firm Triple-A quoted in the report. The region now has 55 million cryptocurrency users, making up nearly 10% of total cryptocurrency users.
This rapid expansion has been fueled by rising asset prices, regulatory advancements, and new financial products like spot bitcoin exchange-traded funds (ETFs). Brazil has just last week become the first country to approve a spot XRP ETF.
Market performance has also bolstered investor confidence. «Latin America is a rapidly expanding region for the crypto sector, and the results of this research reinforce what we have observed in our operations,” Binance’s regional VP for Latin America, Guilherme Nazar, said.
Binance’s research shows that half of those inquired already use cryptocurrencies for over a year, with most entering the space expecting significant returns and searching for financial freedom.
Portfolio diversification, privacy, and protecting their money were also quoted as motives to invest in the space.
Read more: How a $115M Crypto Fund With Big Ambitions Plans to Invest In Latin America
-
Fashion4 месяца ago
These \’90s fashion trends are making a comeback in 2017
-
Entertainment4 месяца ago
The final 6 \’Game of Thrones\’ episodes might feel like a full season
-
Fashion4 месяца ago
According to Dior Couture, this taboo fashion accessory is back
-
Sports4 месяца ago
Phillies\’ Aaron Altherr makes mind-boggling barehanded play
-
Entertainment4 месяца ago
The old and New Edition cast comes together to perform
-
Entertainment4 месяца ago
Disney\’s live-action Aladdin finally finds its stars
-
Business4 месяца ago
Uber and Lyft are finally available in all of New York State
-
Sports4 месяца ago
Steph Curry finally got the contract he deserves from the Warriors