Crypto World
0G Retrains 107B Model in Public as Decentralized AI Enters a New Phase
with little attention.
0G says it crossed an important threshold months ago. Now it is retraining the same model in public, with the goal of showing what decentralized AI can actually deliver and why its earlier result deserved more attention.
In July 2025, 0G trained a 107 billion parameter model called DiLoCoX-107B with China Mobile. The research later appeared on arXiv after peer review. According to the paper, the system reached 357 times better communication efficiency than traditional AllReduce methods. Even so, the result barely landed in the market.
The team says the timing worked against it. Mid-2025 crypto attention was fixed on mainnet launches and token stories, while technical results drew far less interest. The work was serious, but it did not get much traction outside a small circle following the field closely.
Now, with decentralized AI back in focus, 0G wants to bring the result back into view.
A public retraining effort
This time, the company is putting the retraining process out in the open.
0G plans to document each stage, including checkpoints, convergence metrics, and data sourcing. It also says the run will be verified through Trusted Execution Environments using zerogAuth. Once the work is complete, the model weights will be open sourced.
Ultimately, 0G wants to show that decentralized AI can be audited, reproduced, and verified in a way most closed systems cannot match.
More than a parameter race
A lot of AI coverage still revolves around parameter counts. Bigger numbers attract attention, but 0G argues that a model’s value comes from the full system around it.
For the team, the real test starts with training and continues through verification, storage, serving, and integration into working products.
One of the main technical points is communication efficiency. DiLoCoX uses pipeline parallelism, a dual optimizer policy for local and global updates, a one-step delay overlap mechanism, and adaptive gradient compression. In plain terms, the design cuts the amount of communication needed during distributed training, which is often where these systems slow down.
0G also puts the model inside a full stack that includes onchain verification, decentralized storage, data availability, inference, and settlement. The result is a working environment rather than a one-off research demo.
Verification is another part of the pitch. With Trusted Execution Environments, users can check more than the existence of a model. They can inspect how it was trained and what data went into the process. For decentralized AI, that changes the trust model in a meaningful way.
The real story is bandwidth
According to 0G, the most important part of the DiLoCoX-107B result was the way the model was trained.
The team says the 107B model ran on standard one gigabit per second internet connections rather than specialized data center setups. That point goes straight at one of the biggest assumptions in AI, namely that frontier training requires rare and expensive networking conditions.
If that holds up over time, the impact could be substantial. Lower technical requirements open the door to far more participants, from research groups to companies and public institutions. In that setup, coordination becomes the main challenge, and decentralized systems are built for exactly that kind of problem.
A different cost model
0G also says its system cuts costs by about 95% compared with centralized alternatives.
The company attributes that reduction to the removal of expensive centralized overhead rather than cheaper hardware. If those numbers hold in real-world use, advanced model training becomes accessible to far more organizations, including universities, enterprises, and governments that do not have the budget for hyperscale AI spending.
That could change who gets to build serious models in the first place.
Can decentralized AI compete?
Skeptics have long argued that decentralized AI cannot keep up on performance. 0G believes the old tradeoff is starting to weaken.
As results improve and costs fall, the discussion becomes less about ideology and more about output. Can the system train strong models, verify them, and do it at a price point more teams can afford?
Open participation still comes with real risk. Distributed training can expose systems to data poisoning, gradient manipulation, and uneven contributor quality. 0G says it addresses those issues with architectural safeguards, anomaly detection, and cryptographic verification.
The point is not perfect safety. The point is making failures visible and traceable.
What verifiable AI actually means
For 0G, verifiable AI is about replacing trust by reputation with trust by inspection.
Instead of taking a provider at its word, users get a way to independently check how a model was trained and how it operates. That idea has obvious value in areas where accountability carries real weight, including finance, healthcare, and government.
This is where decentralized AI starts to stand apart, with systems people can inspect rather than simply trust.
From research demo to working system
The decentralized AI field has come a long way in a short time. Early proof-of-concept work is giving way to systems designed for training, verification, storage, inference, and economic settlement inside one environment.
0G wants DiLoCoX-107B to stand as proof of that progression. The public retraining effort is as much about process as performance. The company is trying to show that decentralized AI can produce serious models while staying open to inspection.
The road ahead
Larger models are still on the horizon. 0G believes models in the hundreds of billions, and eventually trillions, are within reach.
The next stage depends less on a single scientific leap and more on better coordination and stronger network participation. In decentralized AI, organization may prove just as important as compute.
The retraining of DiLoCoX-107B is an attempt to reopen a conversation 0G believes the market missed the first time. It is also a test of whether open, verifiable AI can win attention on the strength of results rather than hype.
For now, the company is betting that public retraining, transparent documentation, and open access will give decentralized AI a stronger footing in the next round of competition.
The post 0G Retrains 107B Model in Public as Decentralized AI Enters a New Phase appeared first on BeInCrypto.
Crypto World
Crypto Week Ahead
Crypto heads into the new week with its Friday rally on shakier ground.
The announced reopening of the Strait of Hormuz sent oil lower and pushed risk assets higher, including bitcoin and the wider crypto market. The opening reversed on Saturday, with Iran firing at ships attempting to pass and the U.S. seizing an Iranian-flagged tanker on Sunday.
With the ceasefire set to expire by mid-week, traders will be watching whether the risk-on rotation can survive a renewed energy shock.
The technical level to watch is clear. Luke Nolan, senior ETH research associate at CoinShares, told CoinDesk the follow-through hinges on bitcoin holding its ETF cost basis near $74,000.
“With Hormuz reopening, oil is off and equities have caught a bid back to ATHs, pulling crypto higher with it,” Nolan said. “Follow-through now hinges on BTC decisively holding above its ETF cost basis (~$74k), which would confirm the risk-on rotation already visible in flows. ETF flows have turned positive the last three sessions, and a pickup in that pace would be supportive of the move higher.”
A decisive hold above $74,000 into the ceasefire deadline, paired with a fourth straight session of positive ETF inflows, would validate the rotation thesis. A break below would bring volatility back into the sector.
What to Watch
(All times ET)
- Crypto
- April 30: Comment period on the CFTC’s Advanced Notice of Proposed Rulemaking on prediction markets closes.
- Macro
- April 20, 7:30 a.m.: Canada Consumer Price Index YoY for March (Prev. 1.8%); Core Rate (Prev. 2.3%)
- April 21, 1:30 p.m.: Fed Gov. Christopher J. Waller speech on”Modernizing Reserve Bank Operations” at Brookings Institution, Washington, D.C.
- April 22, 1:00 a.m.: UK Consumer Price Inflation YoY for March (Prev. 3.0%); Core rate (Prev. 3.2%)
- April 22, 7:30 p.m.: Japan S&P Global Services PMI Flash for April (Prev. 53); Manufacturing PMI (Prev. 51.6)
- April 23, 7:30 a.m.: Canada Producer Price Index YoY for MArch (Prev. 5.4%); MoM (Prev. 0.4%)
- April 23,7:30 a.m.: U.S. Initial Jobless Claims for week ending April 18 (Prev. 207K)
- April 23, 8:45 a.m.: U.S. S&P Global Flash U.S. Manufacturing PMI for April (Prev. 52.3); Services PMI (Prev. 49.8)
- April 23, 3:30 p.m.: U.S. Fed Balance Sheet for period ending April 22 (Prev. $6.71T)
- April 23, 6:30 p.m.: Japan Consumer Price Index YoY for March (Prev. 1.3%); Core CPI (Prev. 1.6%)
- April 24, 3:00 a.m.: Germany Ifo Business Climate for April (Prev. 86.4)
- April 24, 9 a.m.: U.S. Michigan Consumer Sentiment Final for April est. 47.6 (Prev. 53.3)
- Earnings (Estimates based on FactSet data where available)
- April 22: Tesla (TSLA), pre-market, $0.3
- April 22: CME Group (CME), pre-market, $3.29
- April 23: Nasdaq (NDAQ), pre-market, $0.93
Token Events
- Governance Votes & Calls
- SafeDAO is voting to allocate 5 million SAFE tokens to fund a six-month staking rewards program and interface development for Safenet Beta. Voting ends April 20.
- Unlock DAO is voting on a payment plan to compensate members for their contributions to the collaboration platform throughout March and April. Voting ends April 20.
- RootstockCollective DAO is voting on a 20,000 USDRIF grant to fund a security audit for TYKORA Prize Vaults, a no-loss savings protocol. Voting ends April 20.
- ENS DAO is voting to update its DNSSEC implementation by repointing algorithm 7 to a previously patched contract, adding proper padding validation to correct an omission from a prior security update. Voting ends April 21.
- Decentraland DAO is voting to overhaul its transparency infrastructure by establishing named ownership for all record-keeping systems, publishing strict maintenance standards, and creating a single accessible portal for the community to locate data. Voting ends April 22.
- Telcoin Platform Council DAO is voting to allocate 50 million TEL to hire a strategic telecom advisor to drive GSMA adoption. Voting ends April 22.
- Aavegotchi DAO is voting to appoint nine multi-sig signers for 2026-2027, maintain a 5-of-9 security threshold, set their quarterly compensation at $1,000 in GHST and establish a succession plan. Voting ends April 22.
- Lightchain AI DAO is voting to explore adding an optional Moonpay fiat on-ramp to its AI chat, focusing on feasibility and risks without committing any funds or approving implementation yet. Voting ends April 23.
- Gitcoin DAO is voting to claw back remaining unclaimed fees from the discontinued public goods network (PGN). Voting ends April 24.
- Parallel DAO is voting to begin sunsetting its V2 EUR stablecoin by halting most new issuance and imposing a punitive 50% borrow rate to encourage users to repay their existing debt. Voting ends April 24.
- Unlocks
- April 20: LayerZero (ZRO) to unlock 5.35% of its circulating supply worth $48.33 million.
- April 22: Undeads Games (UDS) to unlock 13.47% of its circulating supply worth $37.09 million.
- April 23: Toncoin (TON) to unlock 1.47% of its circulating supply worth $49.75 million.
- April 25: Humanity Protocol (H) to unlock 4.02% of its circulating supply worth around $11.88 million.
- April 25: Avalanche (AVAX) to unlock 0.39% of its circulating supply worth $15.6 million.
- April 26: Plasma (XPL) to unlock 3.73% of its circulating supply worth $10.10 million.
- Token Launches
Conferences
Crypto World
Crypto exchanges too slow to react to RAVE collapse, ZachXBT
Crypto exchanges Binance, Gate.io, and Bitget have all reportedly opened investigations into the $6 billion collapse of RaveDAO’s RAVE token this weekend.
The live music themed token saw its daily trading volume exceed $300 million in the run-up to its all-time high on Saturday, a market capitalization of $6.7 billion and a price of $27.
This was short-lived, however, as the token plummeted by -97% in the days that followed.
Before RAVE’s collapse, on-chain investigator ZachXBT warned of “Pump and dump activity” from RAVE insiders trading the token on Binance, Bitget, and Gate.io.
He accused RaveDAO of manipulating the token’s price by controlling over 90% of the token’s supply, which was allocated to three wallets connected to RaveDAO’s team.
Read more: Vercel breach leaves DeFi frontends dangling on a $2M ransom
Zach also posted a bounty, which he later increased to $25,000, for any whistleblowers to come forward and share evidence about the parties involved. Today, OXK CEO Star Xu also said he would contribute an extra $25,000 on top of Zach’s original bounty.
Binance co-CEO Richard Teng, Bitget CEO Gracy Chen, and Gate.io CBO Kevin Lee all announced that they would investigate the token following Zach’s warnings.
However, Zach wasn’t impressed by the response time, and noted, “Exchanges need faster intervention on manipulation.”
He added, “While it’s good the exchanges responded, I find it unlikely this activity wasn’t spotted internally before I raised it publicly.”
The token had already started to spiral by the time the crypto exchange’s announced investigations.
RaveDAO says it has nothing to do with RAVE’s collapse
RaveDAO is a music venue project that gave participants NFTs at its hosted gigs while donating a portion of the proceeds to charities.
On Saturday, after the token collapsed, RaveDAO claimed its team “is not engaged in, nor responsible for, recent price action.”
It added that it plans to liquidate some unlocked tokens “based on TRS” so it can “fund operations, global hiring, marketing, strategic acquisitions and philanthropic efforts.”
Solana user @FabianoSolana claims there are three major faces behind RaveDAO, co-founders Yemu Xu, Felix Xu, and core contributor Ronald Elliot Yung.
Zach failed to elicit a response from Yemu Xu on X days before the collapse. Felix Xu’s X posts are currently private, and neither Yemu Xu nor Yung has posted since February 2026.

Read more: Crypto trader shorted the top, still lost 3,963%
Yemu Xu is the co-founder of the ARPA network and Bella Protocol, and is also an ambassador for the environmental magazine Ocean Geographic. Felix Xu also co-founded ARPA network and Bella Protocol, and the pair have featured in Forbes’ 30 under 30 Asia listing.
Yung claims to have studied at Harvard University and works for Penrose Tech, which was also co-founded by both Xu’s. Yung spoke to CoinDesk in 2025 about RaveDAO’s goals.
Ironically, he said, “The winners will be platforms that treat culture as a living ecosystem, not a quick flip, and that balance on-chain innovation with the off-chain work of building trust.”
Don’t short RAVE and don’t buy $M, ZachXBT warns
Zach already warned users to avoid shorting the RAVE token due to its manipulated supply. Some traders attempted to short the RAVE token at its peak, but still lost profits tallying -3,963%.
Now Zach has moved on to another shady token created by MemeCore. $M reportedly had a market capitalization of $6 billion, while over 90% of its supply was controlled by insiders.
The token was promoted by Grayscale and Zach is again warning users against placing shorts against it.
Zach has since threatened to report MemeCore’s staff to the US Immigration and Customs Enforcement agency after MemeCore’s CEO poked at Zach’s comments.
Got a tip? Send us an email securely via Protos Leaks. For more informed news and investigations, follow us on X, Bluesky, and Google News, or subscribe to our YouTube channel.
Crypto World
Ethereum Whale Places $90M Long Bets as ETH Targets $3,200
An Ethereum whale has taken a sizable bullish stance, opening a leveraged long position worth 90.8 million dollars in ETH, using 20x leverage. A second notable whale appears to have joined the bid, opening a roughly 61 million ETH long at 20x leverage on HyperLiquid, with an entry around $2,303. The moves come as ETH traded near $2,280, roughly 32% above the February low near $1,750, and as inflows into spot ETH products keep accumulating in a backdrop of improving market optimism.
Key takeaways:
- Ethereum-equivalent wagers: one trader opened a leveraged long position totaling $90.8 million in ETH, at 20x leverage.
- Another whale added about $61 million in ETH longs at 20x leverage, with entry around $2,303.
- Price setup near-term: ETH sits above $2,200, with an ascending triangle pattern on the daily chart pointing toward higher targets if resistance at $2,400 is cleared.
- Capital inflows reinforce bulls: seven consecutive days of spot ETH ETF inflows totaling about $426 million, and ETH investment products logging $328 million in inflows for the week ending April 17.
Market context: whales stacking bets as macro cues loom
Across market data, ETH has enjoyed a steady bid in recent sessions, with the ETH/USD pair trading around $2,280 after a strong rally off the February lows. A trader known for track record and risk appetite highlighted that macro forces could swing sentiment in either direction this week. AlphaBTC, posting on X, noted that stronger retail sales could push yields higher and delay anticipated Fed rate cuts, while weak data would likely spur risk-on positioning. The analyst added that Fed commentary and PMI data offer growth signals, but geopolitical developments remain a wildcard that could spark sudden volatility.
In this environment, one high-profile trader has unveiled a substantial long on ETH, signaling a strong nearby conviction about upside potential. The $90.8 million position is notable not only for its size, but for the use of 20x leverage, which magnifies both potential gains and risk should market conditions turn unfavorably. A second whale has also stepped in, with a roughly $61 million ETH long at 20x leverage, entering around the $2,303 area on HyperLiquid, according to trader posts tracked by market observers.
These positions arrive as investors monitor a broader backdrop of rising activity in ETH-related instruments. Spot Ethereum ETFs have seen inflows for seven straight weeks, totaling roughly $426 million over the period observed, a sign that institutional appetite for direct exposure to ether remains resilient even amid the volatility tied to macro headlines. The flow backdrop complements another trend: continuous inflows into global Ethereum investment products, with weekly inflows reported at about $328 million for the week ending April 17, underscoring a persistent preference for ETH among asset allocators.
Technical setup: how the chart shapes a potential breakout
From a purely technical lens, ether’s price action on the daily chart is forming an ascending triangle, a pattern traders watch as a potential continuation signal. The critical threshold to clear is the resistance line near $2,400. If ETH breaks above this level, the pattern’s classical measure suggests a rally equal to the height of the triangle’s base, potentially pushing ETH toward roughly $3,230 in a continuation move. In numerical terms, that would be a gain of a bit more than 41% from current levels.
Other nearby hurdles may shape whether a breakout actually unfolds. The immediate region around $2,350–$2,500 sits under the influence of the 50-day exponential moving average, which has in some periods acted as a ceiling for near-term momentum. If buying pressure pushes ETH beyond that band, the next sizable obstacle sits at the 200-day EMA near $2,640, a level that could determine whether buyers sustain the push into higher territory.
On the momentum side, the relative strength index has moved up from oversold conditions in February to the mid-50s, signaling a better probability of upward movement but not a guarantee of a decisive breakout. Micro2Macr0, analyzing broader chart patterns, has suggested that a sustained breakout from a multi-year ascending triangle could trigger a substantial rally, though the path may be choppy given the proximity to several key resistance zones.
Analyst commentary from Cointelegraph’s coverage of price projections also points to a potential recovery path if ETH clears the $2,400 level. A successful breach could pave the way toward intermediate targets in the $2,800 region, with a further push toward $3,050 over the ensuing sessions or weeks, depending on the pace of buying interest and macro catalysts.
Flows, ETFs, and the institutional backdrop
The ongoing inflow momentum into Ethereum-related products appears to be reinforcing a narrative that large holders expect a continued price recovery from the mid-$2,000s. Spot ETH inflows, which track demand for immediate exposure to ether, have persisted across multiple weeks, signaling that buyers remain engaged even as macro headlines intermittently threaten risk assets.
Beyond spot, the broader ETH investment product segment—ranging from exchange-traded products to other listed vehicles—has also drawn meaningful funds. The week ending April 17 saw ETH-focused products record inflows of about $328 million, a signal that institutions and professional traders are logistics-ready to chase a rising ETH bid in various instruments. This backdrop supports the argument that any near-term sell-off could be met with a quick reaccumulation by professional participants and strategic buyers seeking to front-run a potential breakout scenario.
For market watchers, the combination of outsized whale positions, rising momentum on the technical front, and persistent inflows into ETH-centric products forms a cohesive narrative: the market is positioning for further upside, but the path remains contingent on clearing a few important resistance levels and navigating macro volatility.
What comes next: watching key thresholds and potential catalysts
As ETH eyes higher ground, market participants should focus on the $2,400 barrier and the surrounding order flow. A clean breakout above this level would remove a major roadblock and open the door to the next target near $3,230, with further extension toward $3,050 on the sooner-to-mid-term horizon depending on momentum and liquidity conditions. Conversely, a struggle to push through $2,350–$2,500 could extend consolidation, providing a lower-risk setup for traders looking to re-enter on dips.
Investors should also keep an eye on macro signals that could alter the calculus in the coming weeks. If retail demand and macro data push yields higher and the Fed commments lean toward tighter near-term policy, risk assets could face headwinds. In contrast, softer data or a more accommodative tone could sustain a constructive tilt for ETH alongside other risk-on assets.
In sum, the current landscape suggests that large-scaled bets by whales, coupled with reinforcing flows into ETH vehicles and a rising chart trajectory, could keep ETH in focus as a prominent beta play within the broader crypto market. The next test will be whether ETH can clear the $2,400 resistance decisively and trigger the projected triangle-derived rally, or whether macro dynamics and technical friction at nearby EMAs will cap the move in the near term.
The market will likely respond to fresh price action around the critical levels and to any new liquidity injections or regulatory signals. Traders and investors should stay tuned for rapid shifts in sentiment as weekly inflows and notable on-chain moves continue to shape Ethereum’s short- to medium-term trajectory.
Crypto World
Crypto Bears Lose $420 Million in Brutal Short Squeeze
Over $422 million in crypto positions were liquidated in the past 24 hours as markets experienced volatile two-way price action.
Short sellers suffered significant losses during a market bounce that caught them off guard.
Crypto Short Squeeze Accelerates in Recent Hours
The liquidation data reveals a shifting dynamic over the past day. In the most recent four-hour window, short liquidations totaled $69.10 million, compared to just $19.96 million in long liquidations. This indicates that the recent price recovery caught bearish traders by surprise.
Total short liquidations over 24 hours reached $143.88 million as Bitcoin and Ethereum rallied off support levels. The acceleration is visible in the data progression: one-hour short liquidations hit $5.63 million, up from $3.18 million in longs, suggesting upward momentum continues.
Did Longs Get Liquidated Before the Bounce?
Despite the short squeeze in recent hours, long positions still accounted for the majority of 24-hour liquidations at $278.66 million. This suggests that overleveraged bulls were wiped out during earlier downside volatility before prices found support.
The volatility comes amid ongoing Middle East tensions that have weighed on risk assets across global markets.
The 12-hour data shows $233.75 million in total liquidations with longs at $138.63 million and shorts at $95.13 million. The ratio shifted significantly toward shorts in the most recent hours as buying pressure returned. Institutional flows remain supportive despite the turbulence, with crypto ETFs recording their biggest week since January.
For traders, the pattern illustrates the danger of leverage in both directions. Bears who shorted near the lows were squeezed just hours after bulls who bought near the highs were liquidated. Despite the short-term chaos, on-chain data shows long-term holders continue accumulating, suggesting confidence in higher prices ahead.
What This Means for Crypto Market Direction
The short squeeze dynamic often signals that downside pressure is exhausting. When short sellers are forced to buy back their positions to cover losses, it adds fuel to rallies and can trigger further upside.
However, the elevated total liquidation volume of $422 million in 24 hours indicates that volatility remains high. Both bulls and bears are getting caught on the wrong side of rapid price swings.
The post Crypto Bears Lose $420 Million in Brutal Short Squeeze appeared first on BeInCrypto.
Crypto World
Dune Analytics Reveals 47% of LayerZero OApps Use Minimal DVN Security Following KelpDAO Hack
Analysis of 2,665 LayerZero OApp contracts shows nearly half rely on single-validator security configurations, the same setup that exposed KelpDAO’s rsETH to exploitation.
Dune Analytics published an open analysis on Monday examining Decentralized Validator Network (DVN) security configurations across ~2,665 active OApp contracts on LayerZero over the past 90 days. The research found that 47% of OApps operate with a 1-of-1 DVN security floor—the most minimal configuration requiring only a single validator—while 45% use 2-of-2 configurations and approximately 5% employ 3-of-3 or higher. KelpDAO’s rsETH token, which was targeted in a recent exploit, fell into the 1-of-1 bracket.
The analysis provides open-source methodology and queryable data, inviting community feedback on DVN security standards across the LayerZero ecosystem. The findings highlight structural vulnerabilities in cross-chain bridge security, as single-validator configurations create single points of failure for protocol assets and user funds routed through LayerZero’s omnichain infrastructure.
Sources: Dune Analytics
This article was generated automatically by The Defiant’s AI news system from publicly available sources.
Crypto World
Kelp DAO blames LayerZero defaults for $290m rsETH bridge disaster
Kelp DAO says a LayerZero “default” single‑validator setup helped enable a $290m rsETH bridge hack, forcing a messy blame game and a rushed security migration.
Summary
- Kelp DAO disputes LayerZero’s post‑mortem on the $290m rsETH bridge hack, saying a risky 1/1 validator setup was LayerZero’s own default
- The exploit drained 116,500 rsETH, around $290–$293m and roughly 18% of rsETH’s supply, in what analysts call 2026’s largest DeFi loss so far
- LayerZero now says it will stop signing messages for any app using a single‑validator DVN and force a migration to multi‑verifier security
Kelp DAO has pushed back against LayerZero’s official explanation of a $290 million bridge exploit, arguing that the “single‑validator” setup that let an attacker walk off with 116,500 rsETH was not reckless customization but a default configuration in LayerZero’s own guidelines.
The liquidity re‑staking protocol told CoinDesk the 1‑of‑1 Decentralized Verifier Network (DVN) used on its rsETH cross‑chain route “followed LayerZero’s documented defaults” and that the validator stack compromised by the attacker “is part of LayerZero’s own infrastructure,” rather than an unvetted third party.
The attack, which hit on April 18, minted or released 116,500 rsETH to an attacker‑controlled address — about 18% of the token’s supply — and translated into losses of roughly $290–$293 million at the time, making it the largest DeFi exploit of 2026 so far.
In its investigation report and follow‑up statements, LayerZero has insisted that “LayerZero’s protocol was not broken,” arguing instead that Kelp DAO “deployed a single‑point‑of‑failure DVN in production” for a token with more than $1 billion in total value locked.
The interoperability firm said “operating a single‑point‑of‑failure configuration meant there was no independent verifier to catch and reject a forged message” and claimed it had previously communicated “best practices around DVN diversification” to Kelp DAO and other partners.
Security researchers and auditors, including SlowMist co‑founder Yu Xian, have confirmed that the rsETH bridge route used a 1/1 DVN — effectively a single signature — rather than a 2/2 or multi‑DVN stack, calling it a “single‑signature single point” vulnerability that may have been aided by social engineering.
A detailed post‑mortem from DeFi tracking site DeFiPrime notes that LayerZero’s OApp model lets applications choose how many DVNs must sign off on a message, with 2‑of‑3 or 3‑of‑5 configurations commonly recommended for high‑value deployments, but says Kelp’s adapter “was configured to accept the attestation of a single verifier” run by LayerZero Labs.
That design meant “one forged signature was enough to make any cross‑chain message look real,” allowing the attacker to feed the bridge a fake instruction that mimicked a valid message from another chain and triggered the release of 116,500 rsETH “out of thin air” to their wallet.
Kelp DAO’s team counters that they implemented LayerZero’s own public code and defaults across multiple networks and that the DVN exploited “was operated by LayerZero itself,” implying that responsibility sits at least partly with the infrastructure provider rather than solely with the application.
LayerZero has now taken the unusual step of promising it “will stop signing messages for any applications using a single‑validator setup” and is forcing a “security migration” that will require all OApps to move to multi‑DVN architectures if they want to keep using the protocol.
The fallout goes well beyond one re‑staking token.
As crypto.news reported in an earlier story on the rsETH exploit and LayerZero’s attribution of the attack to North Korea’s Lazarus Group, the incident has reignited a broader debate over bridge design, default configurations and who ultimately bears responsibility when modular cross‑chain infrastructure goes wrong.
Related crypto.news stories you can link in copy include coverage of the Kelp DAO–LayerZero exploit and Lazarus attribution, analysis of earlier cross‑chain bridge hacks, and reporting on how re‑staking and liquid‑staking protocols concentrate smart‑contract risk across multiple chains.
Crypto World
Bitcoin (BTC) price drops 2.5% as all assets decline
CoinDesk Indices presents its daily market update, highlighting the performance of leaders and laggards in the CoinDesk 20 Index.
The CoinDesk 20 is currently trading at 2085.29, down 3.6% (-78.65) since 4 p.m. ET on Friday.
None of 20 assets are trading higher.

Leaders: BNB (-2.3%) and BTC (-2.5%).
Laggards: AAVE (-22.9%) and ICP (-7.9%).
The CoinDesk 20 is a broad-based index traded on multiple platforms in several regions globally.
Crypto World
Coinbase (COIN), Bybit said to be working together on tokenization, custody and distribution of U.S. stocks
Crypto exchange Coinbase (COIN) is working with Bybit, one of the largest crypto trading platforms, to explore ways to tokenize, custody and distribute assets such as U.S. public and pre-IPO stocks, a person familiar with the plans told CoinDesk.
The talks, which are in progress, do not involve any sort of stake acquisition or similar deal for Bybit to enter the U.S., said the person, who asked to remain anonymous because they are directly involved in the discussions, dismissing a report of an investment publicized last month.
Bybit is, indeed, planning to enter the U.S., just not with Coinbase, said the person, who declined to identify the partner. It will create a new entity said to be spearheaded by former Bybit co-CEO Helen Liu. The local partner will provide licensing and compliance while Bybit provides the tech, product and liquidity, the person said.
Discussions between Bybit and Coinbase are more global in nature, leveraging Bybit’s worldwide reach, particularly in places like Asia, where users may want access to tokenized versions of U.S. stocks. As such, the firms are exploring synergies around custody and distribution of these assets going forward.
The U.S. is home to certain assets that global users want, the person said. Bybit is international, while Coinbase is U.S.-focused. Working together, the two can bring U.S. assets to a wider market, according to the person. Within five years, tokenization will bring any asset to users globally through a single app.
“Even if Coinbase becomes a super app in the U.S., they are still only in the U.S,” the person said.
The two companies’ explorations into tokenized stocks come as other market participants explore similar link-ups. Intercontinental Exchange (ICE), the owner of the New York Stock Exchange, in March announced it was taking a stake in crypto exchange OKX. Just last week, Deutsche Boerse, made a $200 million strategic investment into Kraken.
Bybit and Coinbase both declined to comment.
CORRECT (April 20, 14:03 UTC): Corrects spelling of Liu in second bullet point.
UPDATE (April 20, 14:50 UTC): Adds Coinbase-Bybit relation in U.S., Bybit’s U.S. entry plans starting in third paragraph.
Crypto World
Global stablecoin rules slow down as BIS urges cooperation to avoid fragmentation risks
Work on global standards for stablecoins has slowed over the past year, raising concern among central bankers that gaps in oversight could split markets and amplify risk.
Bank of England Governor Andrew Bailey, who chairs the Financial Stability Board, said progress on international rules has stalled, Reuters reported last week. That’s a concern, Bank for International Settlements (BIS) General Manager Pablo Hernández de Cos said Monday in Japan.
Global coordination is critical to avoid a patchwork of rules that firms could exploit, de Cos said, according to Reuters. Without international alignment, companies may shift operations to jurisdictions with lighter oversight, a practice known as regulatory arbitrage.
The warning comes as major economies push ahead with their own frameworks, often on different timelines and with different approaches.
The stablecoin sector has expanded over the last few years, and now accounts for $320 billion according to DeFiLlama. Tether’s USDT and Circle Internet’s (CRCL) USDC make up most of that figure. De Cos said their structure can resemble securities more than cash, noting that redemption frictions can push prices away from their intended $1 value.
He also said that sudden withdrawals could ripple through markets. Proposals to reduce risk include limiting interest payments on stablecoins and giving issuers access to central bank lending facilities or deposit-insurance-type arrangements.
Policymakers argue such measures could make the sector safer while preserving its role in digital payments.
In the U.S., lawmakers are working to advance the Digital Asset Market Clarity Act, which would set federal rules for digital asset markets.
The bill passed the House last year and is now before the Senate, where Banking Committee Chairman Tim Scott and Agriculture Committee Chairman John Boozman are leading the push. Senators Thom Tillis and Angela Alsobrooks have negotiated a compromise on stablecoin yield that could clear the way for a markup, while Senator Cynthia Lummis, who chairs the Banking Committee’s digital assets subcommittee, has said a hearing could come in the second half of April.
A deal remains contingent on resolving several open questions, including DeFi oversight and ethics provisions.
Crypto World
DeFi sector in $14B meltdown as $290M rsETH hack fallout burns Aave
The DeFi sector is reeling from the effects of a suspected North Korea-linked hack which has spread to multiple protocols and saw DeFi poster child Aave’s TVL drop by a third.
Saturday’s incident saw $290 million worth of Kelp DAO’s liquid staking token, rsETH, stolen via the Layer Zero bridge.
The loot was deposited into Aave and used to borrow $236 million of WETH. But with liquidity drained, and markets frozen, users began to panic, withdrawing collateral where they could and borrowing whatever they could get their hands on.
In all, since Saturday, almost $9 billion has left Aave, with the protocol potentially facing hundreds of millions of dollars of bad debt.
The question of who will foot the bill is still very much to be decided.
The hack
The hack, which Layer Zero suspects was carried out by the Lazarus Group of North Korean state sponsored hackers, exploited rsETH issuer KelpDAO’s “single-DVN setup” for bridging their token.
Layer Zero bridges tokens between blockchains, and uses decentralized verifier networks (DVNs) to validate transactions. The model puts the onus on asset issuers to “define their own security posture,” including DVN thresholds.
In Kelp DAO’s case, they used a 1-of-1 setup relying on Layer Zero’s DVN.
Aside from an initial acknowledgement posted to X, there’s been no further communication from Kelp DAO itself.
Read more: Inside the $280M Drift hack: weeks of setup, minutes to drain
Layer Zero claims its DVN was compromised through a “highly sophisticated… RPC-spoofing attack.” RPCs are nodes which allow external apps to read blockchain data.
The attack presented malicious info only to the targeted DVN, skirting monitoring efforts. In addition, it performed a DDoS attack on uncompromised RPCs to trigger fallback to the “poisoned” ones.
However, pseudonymous veteran DeFi developer banteg pushed back on Layer Zero’s characterization as an RPC poisoning attack, which suggests purely outside interference. With attackers pulling off an “infra breach within the perimeter… the real story is a targeted implant operating inside the trust boundary.”
They disapprove of “such elaborate distancing,” warning “given it doesn’t say how the breach has occurred, I wouldn’t rush re-enabling the bridges.”
Read more: Hyperbridge exploited less than two weeks after April Fools’ day hack prank
The fallout
Aside from the hack itself, the real damage has spread across DeFi, especially on the sector’s flagship lending protocol, Aave.
Rather than selling such a large quantity of rsETH, crashing its price, the attacker chose to borrow against it. Depositing stolen rsETH as collateral into Aave and other lending platforms, they then borrowed $236 million worth of WETH, according to blockchain audit firm Peckshield’s tally.
Read more: KuCoin criticized for helping ‘launder’ $9.5M from fake Ledger app
Aave’s rsETH markets were paused shortly after users were warned to “withdraw now, ask questions later.” In the hours that followed, over $6 billion left the protocol.
The lack of WETH liquidity has also left several stablecoin markets at full utilization. Spark’s MonetSupply explained that unwinding positions and liquidation of unhealthy positions was stalled, with recent changes to Aave’s borrowing rates “significantly increasing the risk of cascading market failure.”
The liquidity crunch spread to other platforms, vaults, and even unrelated ecosystems, such as Solana.
Read more: Tether challenges USDC Solana hegemony with $127.5M Drift bailout
Taking stock
With rsETH estimated to be facing an 18% shortfall in backing, Aave may be facing over $250 million of bad debt. DeFiLlama developer 0xngmi put the worst case at $341 million and best case at $76 million.
The platform’s backstop fund, Umbrella, contains $55 million of ETH, and former contributor ACI has pledged funds from its staking program.
Additionally, Umbrella’s predecessor contains over $280 million, however it’s uncertain whether this, or any DAO treasury funds would be made available to fill the hole.
ACI’s Marc Zeller, estimates a 5-8% haircut for Aave WETH depositors, once the dust settles.
To put the damage caused into perspective, in all, the exploiter’s main address currently holds a total of $245 million worth of ETH, $174 million on Ethereum and $71 million on Arbitrum.
Meanwhile, the value of the wider DeFi market has dropped by $14 billion since Saturday.
Read more: Crypto hack goes political as Grinex blames ‘Western special services’
The path ahead
How the rest of this episode unfolds will depend in large part on how Kelp DAO decides to distribute losses.
CoinDesk reports that Kelp DAO plans to blame “Layer Zero’s documentation, default configurations and team guidance when setting up the bridge.”
Aave has hinted at non-bridged rsETH tokens being fully backed, though this may just be its own preference for now. The alternative, however, isn’t pretty either, and would see WETH depositors on other networks bearing the full burden of the unbacked rsETH.
The fact that this is still unknown belies an embarrassing truth about the immaturity of DeFi. Despite recent reminders in the form of Stream Finance’s November collapse and last month’s hack of Resolv’s RSD, seniority in the event of a shortfall still appears to be an afterthought for many DeFi projects.
Layer Zero’s statement says that, for its part, it will urge any teams using 1/1 DVN configurations to switch to “multi-DVN setups with redundancy.”
It will also not act as the sole DVN for any projects who remain on a 1/1 setup.
Read more: Resolv hack shows DeFi learned nothing from last contagion
Nobody comes out of this looking good.
From the initial alert coming an hour after the hack, to the long-standing concerns around Layer Zero’s default 1/1 validation threshold, to Kelp DAO’s decision to keep it, to Aave’s risk assessment of rsETH.
Many have taken the opportunity to call for rate limits on key pathways such as bridge outflows or collateral supply.
This hack comes during an awful month in a pretty bad year-to-date for the DeFi sector, which has seen its TVL drop by half since the October 10 crash.
On that note, readers should keep their eyes peeled for Protos’ upcoming DeFi hack tracker.
Protos has reached out to Aave, Layer Zero, and Kelp DAO, but hadn’t received a reply by time of publication. This article will be updated in the event we receive a response.
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