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Vitalik Buterin’s Vision for Privacy, Economic Layer, and Governance

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21Shares Introduces JitoSOL ETP to Offer Staking Rewards via Solana

TLDR

  • Vitalik Buterin proposes Ethereum as a key tool for privacy-preserving AI interactions and trust-minimized AI systems.
  • He advocates for local AI models and cryptographic tools to protect users’ identities in AI interactions.
  • Ethereum can serve as an economic layer for AI-to-AI interactions, supporting decentralized coordination and an AI reputation mechanism.
  • Buterin envisions AI scaling human judgment to improve prediction markets and decentralized governance.
  • Ethereum’s involvement in AI could decentralize power and shift control from corporations to more distributed systems.

Vitalik Buterin, the co-founder of Ethereum, shared his updated vision on the intersection of Ethereum and Artificial Intelligence (AI). In his statement, Buterin emphasized avoiding “accelerationist AGI” and instead focusing on human empowerment, privacy, and safety. He proposed that Ethereum could play a key role in building trust-minimized tools for secure AI interactions and integrating these technologies with crypto.

Building Privacy-Preserving AI Tools

Buterin advocates for the development of tools that prioritize privacy and trust in AI systems. He highlighted the importance of creating local AI models (LLMs) that allow users to interact without revealing their identities.

“ZK-payment for API calls” was also mentioned as a way to prevent linking users’ identities during transactions with remote models. Moreover, Buterin stressed the significance of cryptographic advancements that could improve AI privacy.

These technologies could include client-side verification of cryptographic proofs and trusted execution environments (TEEs). By implementing these tools, Ethereum could help ensure the safe interaction between AI systems and their users.

Ethereum as an Economic Layer for AI Interactions

Buterin envisions Ethereum becoming the backbone for economic transactions in AI ecosystems. He sees Ethereum facilitating AI-to-AI interactions, such as bots hiring bots and securing deposits for AI services.

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By incorporating mechanisms like ERC-8004 for AI reputation, Ethereum can support decentralized coordination between AI systems. This setup would reduce the dependency on centralized organizations controlling AI models. 

Ethereum could allow these systems to function economically, empowering more decentralized architectures. By doing so, Ethereum would help shift the power dynamic in AI from large corporations to a more distributed and transparent framework.

Decentralizing Governance and Expanding Human Judgment

In his vision, Buterin believes that AI could help overcome the limits of human decision-making. He emphasized how large language models (LLMs) can scale human judgment, making prediction markets and decentralized governance more efficient.

LLMs could help in areas like quadratic voting, combinatorial auctions, and universal barter economies. Buterin’s focus is on using AI to create better markets and governance structures that were previously limited by human attention.

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With AI support, these systems could function more effectively, enabling more accurate decision-making at scale. Ethereum’s role in facilitating these interactions would strengthen the foundation of decentralized cooperation and improve future defense mechanisms.

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CLSK sold one of its highest proportions of mined BTC during February.

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Bitcoin (BTC) mining stocks rallied in January despite softer BTC prices: JPMorgan

CleanSpark (CLSK), a U.S.-based bitcoin mining company that operates large-scale data centers, sold almost all the bitcoin it produced last month to generate cash for an expansion into artificial intelligence (AI) and high-performance computing (HPC).

The Nasdaq-listed miner produced 568 BTC in February and sold 553 BTC, roughly 97%, according to its latest operational update. The sales generated about $36.65 million in proceeds at an average price of $66,279 per bitcoin, one of the highest production-to-sales ratios the company has reported.

The sale reflects a broader trend among bitcoin miners pivoting toward AI and HPC, with companies increasingly selling either new production or reducing their balance-sheet holdings to help fund new data center and infrastructure development.

CleanSpark still maintains a sizable treasury. As of Feb. 28, it held 13,363 BTC, with 1,086 BTC pledged as collateral or recorded as receivables related to derivative transactions.

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Operationally, the company continues to scale its mining platform. CleanSpark reported 50 EH/s of operational hashrate, roughly 7 percent of the global network’s computing power.

The company also closed on a second Texas campus, adding 300 megawatts of ERCOT approved capacity and bringing its total contracted power portfolio to 1.8 gigawatts.

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ETH Rally Toward $2.5K Held Back By Macro, War, DApp Use

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ETH Rally Toward $2.5K Held Back By Macro, War, DApp Use

Key takeaways:

  • ETH derivatives signal a shift to safety as professional desks hedge against downside risks and global instability.

  • Institutional preference for decentralization keeps Ethereum dominant despite its recent drop in network activity.

Ether (ETH) price dropped by 6% following a brief rally to $2,200 on Wednesday, tracking a downturn in US equities as the war in Iran entered its sixth day. Disruptions to global oil production and Middle East natural gas shipping pushed WTI crude prices to levels not seen since July 2024.

Investors lowered their economic growth outlook as the conflict escalated and moved to a risk-off posture. 

Traders’ sentiment was further pressured as the Trump administration faced a legal setback on its import tariffs. A Federal court on Monday rejected a Justice Department request to pause the case for 90 days, effectively striking down the administration’s use of emergency powers for trade levies.

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Ether remains caught in this macroeconomic crossfire, which has stifled momentum despite a 22% recovery from the $1,800 retest on Feb. 24. Onchain data and derivatives markets currently reflect significant apathy from bulls.

ETH 30-day futures annualized premium (basis rate). Source: Laevitas.ch

The ETH 30-day futures annualized premium sits well below the 5% neutral threshold, signaling a lack of demand for bullish leverage. However, this metric is weighed down by the fact that ETH trades 58% below its August 2025 all-time high of $4,956. To gauge whether professional desks anticipate further downside, one must analyze the options market.

When whales and market makers seek protection against price drops, the ETH options skew (put-call) typically rises above the 6% neutral mark. Extreme market stress can push this indicator past 15%.

ETH 30-day options skew (put-call) at Deribit. Source: Laevitas.ch

The ETH options skew reached 7% on Thursday after briefly touching neutral levels a day prior. This persistent skepticism among professional traders provides bears with the necessary leverage to fuel further uncertainty. Beyond external macro pressures, including US private credit losses and rising corporate layoffs, Ether continues to face its own idiosyncratic headwinds.

Ethereum is positioned to capture the pickup in DApps demand

Ethereum network activity has stagnated following a modest rally in early February. Consistent demand for blockchain utility remains essential for sustainable ETH price action and reducing inflationary pressure. The built-in burn mechanism of Ethereum depends on competition to enter the validation queue, a process typically fueled by decentralized exchange (DEX) activity.

Weekly DEX volumes and Ethereum DApps revenues, USD. Source: DefiLlama

Weekly DEX volumes on the Ethereum network recently hit $12.6 billion, falling from $20.2 billion one month prior. Decentralized application (DApp) revenues dropped to $14.1 million over seven days, marking a 47% decline from the previous month. Competing blockchains have seen a similar trend, as DEX volumes on Solana also decreased by 50% over the same 30-day window.

Related: Bitcoin trader sees ‘lower soon’ as BTC price starts to erase $74K breakout

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Despite the weak onchain metrics, ETH is well-positioned to capture an eventual pickup in DApp activity due to its dominance in total value locked (TVL). When including layer-2 scaling solutions, the Ethereum ecosystem accounts for nearly 65% of the total blockchain market TVL.

Related: 38% of altcoins near all-time lows, worse than FTX crash–Analyst

Total Value Locked (TVL) market share. Source: DefiLlama

The Ethereum base layer holds $55.4 billion in TVL, while its leading competitor Solana, accounts for $6.8 billion. This gap serves as evidence of a preference among institutional investors for decentralization over the lower fees and faster user experiences offered by networks like Solana and BNB Chain.

The current weakness in Ether derivatives and onchain metrics does not necessarily signal an imminent price crash. Market sentiment can shift quickly toward a sustained bullish momentum if ETH reclaims the $2,400 level. For the moment, the Ether price remains closely tied to the broader risk-off sentiment, which reduces the odds of a sustainable bullish momentum.