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AI agents want to identify your crypto wallet using social media

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AI agents want to identify your crypto wallet using social media

Crypto influencers are taking a preprint, non-peer-reviewed research paper as a terrifying warning about a new unlock for AI agents that allegedly grants them power to deanonymize crypto wallets.

Almost all blockchains like Bitcoin and Ethereum employ pseudonymity in wallet addresses, which are usually presented as a string of characters.

Although wallet addresses are just a string of characters, AIs and easy-to-use agentic tools like Claude Cowork and Perplexity Computer are advancing the capabilities of casual users to deanonymize them.

According to their research, new versions of AI are gaining the power to conduct large-scale deanonymization by taking in posts by billions of humans and linking distinct usernames using highly-processed probability scores. 

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This is akin to making educated inferences that the person behind one username is likely the same person behind another username.

Researchers used Claude tools by the AI giant Anthropic. The paper is a preprint and as such hasn’t been accepted for publication in a peer-reviewed academic journal. However, its conclusions are potentially disturbing and reinforce concerns about crypto privacy.

Exploiting a common opsec error

Unfortunately, many people re-use the same crypto wallet addresses. Although this is bad practice from an operational security (OpSec) and privacy perspective, the commonplace occurrence allows researchers to glean and infer a tremendous amount of information.

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Tracing and deanonymizing crypto has been popular for years at Chainalysis, Elliptic, TRM, Crystal, Coinglass, and Arkham.

However, the use of AI agents to easily link wallets to social and internet platforms is the breakthrough.

Users of Claude Cowork or Perplexity Computer are already asking AI to connect crypto wallets to activity elsewhere.

Read more: AI Agent BadCoin fumbles BSC launch, anti-sniping software flags traders

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Four stages of AI deanonymization

Researchers automated hours of manual research by building a pipeline with four stages:

  • In the “extract” step, AI agents searched for identity-relevant data from social posts that indicated interests and writing style. Importantly, the researchers used raw, unstructured text directly from social networks. 
  • The “search” step encoded the extracted data to perform “nearest neighbor” queries across tens of thousands of candidate profiles. 
  • Next, the “reason” phase applied multi-stage, LLM logic using ChatGPT to select the most likely match. 
  • Finally, the “calibrate” stage asked other AI models to double-check, error-correct, and assign confidence scores. This allowed the researchers to present their inferences as to which usernames across social networks were likely the same person.

Although researchers didn’t focus on crypto wallets specifically — they focused on linking Reddit, Hacker News, and LinkedIn profiles — the implications for crypto are obvious.

Most concerningly, their financial cost per deanonymization attempt was, in many cases, less than $4, putting the capability of deanonymization well within reach of even conservatively funded adversaries.

Mert Mumtaz, CEO of Helius Labs, amplified the research within the crypto community.

Blockchain transactions are visible to anyone. Although crypto is already accustomed to the use of machine learning, heuristics, and clustering algorithms to link wallet addresses to real-world identities by correlating on-chain behavior with off-chain data, this new research demonstrates how off-blockchain data sets like forum posts and social media activity are now exponentially larger in size and trivially automatable.

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Crypto World

Why XRP Spot Buying Is Skyrocketing While Futures Open Interest Slumps

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XRP Leads Altcoin Inflows While Bitcoin Investment Products Struggle


Bitrue reported a 212% surge in spot buying for XRP on February 26, with buy orders more than doubling sell pressure.

Bitrue said on February 26 that it recorded a 212% jump in XRP spot buying as institutional investors continued allocating capital through newly launched XRP exchange-traded funds (ETFs).

The exchange linked the spike to roughly $1.1 billion in cumulative ETF inflows, arguing that steady demand from funds and retail traders could tighten available supply in the months ahead.

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Spot Buying Jumps as ETF Inflows Build

In a post on X, Bitrue said XRP buy orders on its platform outpaced sell orders by more than two to one.

“We recorded a 212% increase in XRP spot purchase volumes, outpacing the sell side by over 2x,” the exchange posted on X.

It attributed the imbalance to sustained institutional accumulation since the debut of XRP ETFs, which it claims have drawn $1.1 billion in net assets, even though data from SoSoValue showed there have been muted ETF flows in recent days.

However, the derivatives market tells a different story. According to CryptoQuant, XRP futures open interest has fallen across major platforms over the past 90 days, with Binance recording a decrease of 7.7 million XRP and Bybit showing a larger reduction of around 12 million tokens. Furthermore, the three-month moving average for XRP futures volume has dropped to its lowest level since November 2024, settling at approximately $87 billion.

Looking at XRP’s broader market structure, it was trading around $1.44 at the time of writing, up nearly 5% in the last 24 hours and about 2% during the week. Even so, the token is still down more than 23% over the past month and almost 38% across the past year, far below its July 2025 all-time high of $3.65.

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Cooling Leverage Meets Steady Spot Demand

The divergence between spot accumulation and falling derivatives activity suggests a shift in market composition rather than uniform bullish momentum. Open interest now stands near $2.37 billion per CoinGlass figures, and the contraction in leveraged positions may reflect traders reducing risk after months of volatility.

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From a price standpoint, XRP remains range-bound between $1.38 and $1.48 over the past 24 hours. One market watcher, CasiTrades, flagged resistance around $1.40 and $1.65, with support near $1.11 and $0.87. According to them, a sustained move above those resistance levels would likely require stronger follow-through from ETF inflows and broader market participation.

As such, considering the broader data, Bitrue’s reported spike in spot buying highlights firm exchange-level demand, but the wider data show a market that is rebalancing rather than accelerating.

Nonetheless, the crypto exchange is predicting that growing retail and corporate support could lead to a supply deficit that may push up the Ripple token’s performance enough to beat major rivals this year.

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“With support increasing from retail and institutional levels, Bitrue is forecasting a potential supply squeeze, which will likely result in XRP outperforming key competitors over Q2 2026,” wrote Bitrue.

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Ether Hits $2.1K But Holding It Requires Two Factors

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Cryptocurrencies, Ethereum, Technology, Markets, Cryptocurrency Exchange, Price Analysis, Futures, Market Analysis, Altcoin Watch, Ether Price

Ether (ETH) price reached a weekly high of $2,150 on Thursday, which is a key level for large ETH holders, but volatility in the crypto and stock markets continues to catalyze corrections below $2,000.

A daily close above $2,100 remains important because that level aligns with the cost basis and realized price of wallets holding 100,000 or more ETH. Realized price tracks the last moved price of coins, offering a profitability gauge rather than a spot reference.

Cryptocurrencies, Ethereum, Technology, Markets, Cryptocurrency Exchange, Price Analysis, Futures, Market Analysis, Altcoin Watch, Ether Price
ETH Realized price by balance cohorts. Source: CryptoQuant

Since 2020, Ether has traded below this whale cohort’s realized price only a handful of times, most notably during the 2022 bear market. The chart shows that the price has regularly recovered after the realized price level was tested as support.

Futures market analyst Dom described the setup as “a good clean look for the whole market,” pointing to an early-week sweep near the range lows. Dom said that the price tapped the one-month rolling VWAP (volume-weighted average price) and the value area high, the upper boundary of the price range where most of the volume traded over the past month. 

Cryptocurrencies, Ethereum, Technology, Markets, Cryptocurrency Exchange, Price Analysis, Futures, Market Analysis, Altcoin Watch, Ether Price
Ether price analysis by Dom. Source: X

The VWAP measures the average traded price weighted by volume. Acceptance over $2,140 may mark a shift in short-term order flow, while failure to retain a higher level keeps the price inside the established range.

Related: Longest Ether dip since 2022 ignored by whales: What’s next for ETH?

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$1,800 remains the key price level to watch

CoinGlass data highlighted short liquidations of over $220 million over the past two days, clearing overhead leverage. Now, roughly $2.66 billion in cumulative long liquidation exposure sits near $1,800, forming a liquidity pocket below the price.

Cryptocurrencies, Ethereum, Technology, Markets, Cryptocurrency Exchange, Price Analysis, Futures, Market Analysis, Altcoin Watch, Ether Price
ETH exchange liquidation map. Source: CoinGlass

Crypto analyst Pelin Ay pointed to a notable shift in funding rates on Binance. ETH funding flipped sharply negative earlier this month as aggressive short positions piled in alongside Ether price weakness. Following Tuesday’s drop below $1,800, the funding rate has since swung back into positive territory at 0.23%, a sign that late shorts were squeezed out of their positions.

Cryptocurrencies, Ethereum, Technology, Markets, Cryptocurrency Exchange, Price Analysis, Futures, Market Analysis, Altcoin Watch, Ether Price
Ether funding rate on Binance. Source: CryptoQuant

However, with the funding rate now elevated, traders’ positioning appears to be tilting toward the long side. If this trade becomes overcrowded, it raises the risk of a potential long squeeze near the $1,800 level once again, especially if the price momentum stalls or reverses.

Market analyst IncomeSharks identified three technical hurdles, including repeat super trend rejections and a channel resistance near $2,250. 

Cryptocurrencies, Ethereum, Technology, Markets, Cryptocurrency Exchange, Price Analysis, Futures, Market Analysis, Altcoin Watch, Ether Price
ETH daily chart analysis by IncomeShark. Source: X

The SuperTrend uses volatility, measured by the average true range (ATR), to define the trend direction. When the price trades below the indicator, the line flips red and acts as dynamic resistance. On the chart above, each rebound has been rejected at the red band, signaling that sellers remain in control.

The analyst added that traders should watch whether Ether revisits or finds renewed buying interest near the April lows around $1,500, a level that resides between a weekly demand zone of $1,691 and $1,384, before any sustained move above $2,500 can take shape.

Cryptocurrencies, Ethereum, Technology, Markets, Cryptocurrency Exchange, Price Analysis, Futures, Market Analysis, Altcoin Watch, Ether Price
Ether weekly chart. Source: Cointelegraph/TradingView

Related: Ethereum reclaims $2K as volatility spike backs ETH price recovery