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In reality, they’re anything but.\n“Stealth crawlers” are simply automated tools to access and collect public web data—without disclosing the user’s identity. Private crawlers like these facilitate all kinds of important work that benefits the public, including investigative reporting, academic research, cybersecurity protection, and more.\nMany publishers want to unmask crawlers anyways—and are pushing for new legislation that would give them new powers to do so. These legislative proposals threaten the open web, user privacy, and valuable research without directly addressing the problems they’re supposedly intending to solve.\nAlarmingly, these harmful proposals are gaining traction. The New York state legislature has already passed such a bill, the NY Stealth Crawler Protection Act, which is now on Governor Hochul’s desk. We expect to see similar bills introduced in other states, and potentially in Congress. That’s a big problem for the open web—and the many benefits it provides.\nAnonymous crawling is worth protecting\nAnonymous crawling enables some of the most publicly beneficial uses of the open web. Researchers, journalists, and other watchdog groups use unidentified automated tools to gather the information necessary to hold powerful institutions accountable and protect the public.\nAnonymous crawling fuels important investigative journalism. For example, The Markup, a non-profit news site, used anonymous crawlers to investigate potentially anti-competitive practices by tech companies, such as Amazon’s tendency to prioritize Amazon brands and Amazon-exclusive products over competitors with higher ratings. The crawlers identified themselves as ordinary Firefox browsers to web servers, which allowed The Markup to understand how Amazon search results pages would appear to ordinary users. Similarly, ProPublica used an automated tool designed to simulate an ordinary Amazon customer to reveal that the site steered shoppers to more expensive products over cheaper alternatives.\nAnonymous web scraping is also crucial for cybersecurity professionals, who use automated tools to monitor the web for information that helps them protect against malicious attackers. Privacy tools, including EFF’s own Privacy Badger, also crawl sites anonymously to identify trackers without compromising user privacy.\nHowever, without the ability to scrape anonymously, these tools would likely be blocked. Sites can—and do—block crawlers operated by researchers, journalists, and activists who criticism them. For example, Facebook shut down accounts belonging to researchers who used automated tools to study misinformation on the platform and demanded that they take down published research. Many sites block automated access by anyone who hasn’t paid to crawl public webpages.    \nUnmasking crawlers threatens the open web\nNews publishers—and their allies in government—say that unmasking crawlers is necessary to protect news organizations from technological strain caused by AI-related crawling, and fears that AI could reduce news sites’ traffic and ad revenue. These are legitimate concerns.\nBut enacting broad, reactionary restrictions on automated access is not the answer. Legislation targeting anonymous crawling threatens the open web, user privacy, and valuable research without actually addressing these technological and potential economic harms of scraping.\nThe New York state legislature recently passed the NY Stealth Crawler Protection Act, a law that would make it illegal to crawl news websites without revealing who is operating the crawler and all possible future uses of the data collected by the crawler. The law would give websites the power to obtain court orders that unmask anyone using an unidentified crawler—without any evidence that they broke the law.\nLaws like the NY bill sweep far beyond AI, and do not meaningfully address the technological or potential harms of AI-related web scraping. These policies would chill beneficial crawling by allowing publishers to veto lawful public access, giving them the power to block not just bad actors, but also security professionals, researchers, dissidents, or anyone who has not paid for a license to view public text. This needlessly undermines the free and open internet.\nDigital news publishers—like most websites—face real technological challenges in the AI era. While web crawling has been around for decades, with the proliferation of AI, crawlers now collect far more public web data than they used to. This pushes servers closer to their maximum capacity, and if some bots collect information too aggressively, they may strain web servers to the point that it degrades site performance. The problem is not anonymity—so unmasking crawlers won’t solve it. The real problem is overaggressive crawling, which can be effectively addressed with technical measures that target harmful conduct without impeding anonymous access to information.\nA better path forward\nThere are other, far less harmful ways to protect publishers from the harms these “stealth crawler” laws claim to target. Addressing the harms of AI-related crawling requires policies that narrowly target the causes of these issues–without undermining free expression and the open web. Policies that target crawlers and scrapers are anything but.","headline":"“Stealth Crawlers” Are Not a Threat to the Open Web. 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Stewards: Supply and Borrow Cap Increases on Aave V3 / 2026.07.20","digitalSourceType":"digitalUpload"},"nft_spec":"erc721","nft_token_id":null,"nft_token_uri":"","nft_creation_tx_hash":"","nft_creator_address":"","nft_chain_id":null,"nft_blockchain_name":"","nft_contract_address":"","caption":"Summary\nLlamaRisk recommends the following parameter changes based on user behavior, on-chain liquidity, and position health observed in the latest review of Aave V3 reserves.\nAave V3 Monad:\n\nIncrease supply cap for wstETH from 4,600 to 9,200.\n\nAave V3 Core:\n\nIncrease borrow cap for USDT from 2,574,000,000 to 3,090,000,000.\n\nAave V3 Plasma:\n\nIncrease supply cap for PT-sUSDE-22OCT2026 from 150,000,000 to 200,000,000.\n\nwstETH (Aave V3 Monad)\nwstETH has reached 99.9% supply cap utilization (4,598 / 4,600) on the Aave V3 Monad instance.\nSupply Distribution\n\nSource: LlamaRisk, July 20, 2026\nThe wstETH suppliers run health factors between 1.01 and 1.14 with a median of 1.01, and all seven carry outstanding debt. Every position borrows WETH against wstETH collateral within the wstETH and WETH E-Mode category, configured at 94.0% LTV and 96.0% LT, so health factor stability tracks the wstETH to ETH exchange rate.\nRecommendation\nWe recommend raising the supply cap from 4,600 to 9,200 on Aave V3 Monad. Supply cap utilization stands at 99.9% with approximately 2 wstETH of remaining headroom, landing at approximately 50.0% post-change. The reserve is configured as collateral-only, and the collateral is held against ETH-correlated debt in E-Mode.\nUSDT (Aave V3 Core)\nUSDT has reached 95.5% borrow cap utilization (2,457,377,890 / 2,574,000,000) on the Aave V3 Core instance.\nBorrow Distribution\n\nSource: LlamaRisk, July 20, 2026\nThe top twenty USDT borrowers run health factors between 1.01 and 2.17 with a median of 1.39, and all twenty carry outstanding debt. The cohort posts ETH-correlated collateral (WETH, wstETH, and weETH), BTC-correlated collateral (WBTC and cbBTC), and USDe against USDT debt, with four also borrowing USDC, so health factor stability tracks the ETH and BTC price on the volatile-collateral positions and the USDe peg on the remainder.\nRecommendation\nWe recommend raising the borrow cap from 2,574,000,000 to 3,090,000,000 on Aave V3 Core. Borrow cap utilization stands at 95.5%, landing at approximately 79.5% post-change. The supply cap is held unchanged at 3,480,000,000, at approximately 85.7% utilization.\nPT-sUSDE-22OCT2026 (Aave V3 Plasma)\nPT-sUSDE-22OCT2026 has reached 93.5% supply cap utilization (140,225,675 / 150,000,000) on the Aave V3 Plasma instance.\nSupply Distribution\n\nSource: LlamaRisk, July 20, 2026\nThe top twenty PT-sUSDE-22OCT2026 suppliers run health factors between 1.00 and 1.96 with a median of 1.02, and all twenty carry outstanding debt. Every position borrows USDe against the PT collateral in E-Mode, configured at 90.5% LTV and 92.5% LT for the USDe category, so health factor stability tracks the PT to USDe price path into maturity.\nLiquidity\n\nSource: LlamaRisk, July 20, 2026\nThe Pendle AMM pool for this maturity holds USD 5.6M in total value, split USD 1.1M on the PT side (20%) and USD 4.4M on the SY side (80%), with implied APY trading in a narrow band near 4% since the pool opened in June 2026. The PT reaches maturity on October 22, 2026, at which point it becomes redeemable at par against the underlying.\nRecommendation\nWe recommend raising the supply cap from 150,000,000 to 200,000,000 on Aave V3 Plasma. Supply cap utilization stands at 93.5%, landing at approximately 70.1% post-change and approximately 1.43x current outstanding supply. The reserve is configured as collateral-only, and the collateral is held against USDe debt in E-Mode.\nSpecification\n\n\n\n\nInstance\nAsset\nCurrent Supply Cap\nRecommended Supply Cap\nCurrent Borrow Cap\nRecommended Borrow Cap\n\n\n\n\nAave V3 Monad\nwstETH\n4,600\n9,200\n—\n—\n\n\nAave V3 Core\nUSDT\n3,480,000,000\n—\n2,574,000,000\n3,090,000,000\n\n\nAave V3 Plasma\nPT-sUSDE-22OCT2026\n150,000,000\n200,000,000\n—\n—\n\n\n\nNext Steps\nWe will move forward and implement these updates via the Risk Steward process.\nDisclosure\nThis review was independently prepared by LlamaRisk, a DeFi risk service provider funded in part by the Aave DAO. LlamaRisk is not directly affiliated with the protocol(s) reviewed in this assessment and did not receive any compensation from the protocol(s) or their affiliated entities for this work.\nThe information provided should not be construed as legal, financial, tax, or professional advice.\n      1 post - 1 participant\n      Read full topic","headline":"Risk Stewards: Supply and Borrow Cap Increases on Aave V3 / 2026.07.20","tag":"","information":{"proof":{"hash":"a4fe60b78d9c1ec24602d8dc021c8dba354c52f149c3767daa93df3faee9c5c8","mimeType":"image/png","timestamp":1784571271}},"signed_metadata":"{\n  \"created_at\": 1784571174,\n  \"recorder\": \"Capture\",\n  \"spec_version\": \"2.0.0\"\n}","metadata_cid":"bafkreiewvsmcjluzxwvihx6ne5hmzybeo5r52mgxdq4y2h2kwmch626b5a","signature":[],"signature_provider":"","origin_type":"Defiance Media","digital_source_type":"digitalUpload","owner":"submissions@decentric.media","owner_name":"defiancemedia","owner_profile_display_name":"Defiance 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Stewards: Supply and Borrow Cap Increases on Aave V3 / 2026.07.18","digitalSourceType":"digitalUpload"},"nft_spec":"erc721","nft_token_id":null,"nft_token_uri":"","nft_creation_tx_hash":"","nft_creator_address":"","nft_chain_id":null,"nft_blockchain_name":"","nft_contract_address":"","caption":"Summary\nLlamaRisk recommends the following parameter changes based on user behavior, on-chain liquidity, and position health observed in the latest review of Aave V3 reserves.\nAave V3 Core:\n\nIncrease supply cap for USDe from 751,200,000 to 902,000,000.\nIncrease borrow cap for USDe from 475,800,000 to 571,000,000.\n\nAave V3 Monad:\n\nIncrease borrow cap for USDC from 67,500,000 to 135,000,000.\n\nUSDe (Aave V3 Core)\nUSDe has reached 99.4% supply cap utilization (746,363,592 / 751,200,000) and 84.3% borrow cap utilization (400,999,581 / 475,800,000) on the Aave V3 Core instance.\nSupply Distribution\n\nSource: LlamaRisk, July 18, 2026\nThe top twenty USDe suppliers run health factors between 1.01 and 13.08 with a median of 1.12, and all twenty carry outstanding debt. Eighteen borrow USDT against their USDe collateral and four borrow USDC, so the cohort holds stablecoin debt against stablecoin collateral held in E-Mode, where health factor stability tracks the USDe peg against the borrowed stablecoins.\nBorrow Distribution\n\nSource: LlamaRisk, July 18, 2026\nThe top twenty USDe borrowers run health factors between 1.00 and 2.26 with a median of 1.05, and all twenty carry outstanding debt. The cohort posts ETH-correlated collateral (WETH, weETH, and wstETH) and sUSDe against USDe and USDT debt, so health factor stability tracks the ETH price on the ETH-collateralized positions and the sUSDe to USDe exchange rate on the remainder.\nRecommendation\nWe recommend raising the supply cap from 751,200,000 to 902,000,000 and raising the borrow cap from 475,800,000 to 571,000,000 on Aave V3 Core. Supply cap utilization stands at 99.4% and borrow cap utilization at 84.3%, landing at approximately 82.7% and 70.2% respectively post-change. The supply side is held predominantly as stablecoin collateral against stablecoin debt, and the borrow side is funded against ETH-correlated and sUSDe collateral.\nUSDC (Aave V3 Monad)\nUSDC has reached 93.6% borrow cap utilization (63,200,460 / 67,500,000) on the Aave V3 Monad instance.\nBorrow Distribution\n\nSource: LlamaRisk, July 18, 2026\nThe top twenty USDC borrowers run health factors between 1.01 and 2.10 with a median of 1.04, and all twenty carry outstanding debt. Fifteen post syrupUSDC as collateral against USDC debt, with eight also borrowing USDT0, so the dominant structure is stablecoin debt against a yield-accruing stablecoin collateral, where health factor stability tracks the syrupUSDC to USDC exchange rate.\nRecommendation\nWe recommend raising the borrow cap from 67,500,000 to 135,000,000 on Aave V3 Monad. Borrow cap utilization stands at 93.6%, landing at approximately 46.8% post-change. The supply cap is held unchanged at 150,000,000, at approximately 48% utilization.\nSpecification\n\n\n\n\nInstance\nAsset\nCurrent Supply Cap\nRecommended Supply Cap\nCurrent Borrow Cap\nRecommended Borrow Cap\n\n\n\n\nAave V3 Core\nUSDe\n751,200,000\n902,000,000\n475,800,000\n571,000,000\n\n\nAave V3 Monad\nUSDC\n150,000,000\n—\n67,500,000\n135,000,000\n\n\n\nNext Steps\nWe will move forward and implement these updates via the Risk Steward process.\nDisclosure\nThis review was independently prepared by LlamaRisk, a DeFi risk service provider funded in part by the Aave DAO. LlamaRisk is not directly affiliated with the protocol(s) reviewed in this assessment and did not receive any compensation from the protocol(s) or their affiliated entities for this work.\nThe information provided should not be construed as legal, financial, tax, or professional advice.\n      1 post - 1 participant\n      Read full topic","headline":"Risk Stewards: Supply and Borrow Cap Increases on Aave V3 / 2026.07.18","tag":"","information":{"proof":{"hash":"286bf670c0fc22f3bf5c47c716cc8c7ae550d1e7c50a70d95eae1864a574412d","mimeType":"image/png","timestamp":1784328266}},"signed_metadata":"{\n  \"created_at\": 1784328243,\n  \"recorder\": \"Capture\",\n  \"spec_version\": \"2.0.0\"\n}","metadata_cid":"bafkreibznkg67x7jezbjsjlh2xcqf7qt6jbjuebge4rb7juhqg5r4js7ei","signature":[],"signature_provider":"","origin_type":"Defiance Media","digital_source_type":"digitalUpload","owner":"submissions@decentric.media","owner_name":"defiancemedia","owner_profile_display_name":"Defiance 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Ubisoft's Watch Dogs 2 was released in 2016, it was a headtrip for those of us working on digital-rights issues in the Bay Area. During the day, I'd fight tech-authoritarianism from EFF's San Francisco offices and then, at night, I'd fight tech-authoritarianism in an uncanny simulation of San Francisco from my home gaming console.  \nWatch Dogs 2 is an open-world video game that follows a hacktivist collective called Dedsec as they take on surveillance tech and discriminatory AI systems that are being controlled by tech bros, government contractors, and corrupt cops. The game's missions often felt like they were ripped from the pages of EFF's Deeplinks blog.  \nEFF’s mission is defending civil liberties in the digital world, and we do that with activists, technologists, and lawyers. If you've ever dreamt of joining Dedsec, you should definitely join us as a member.  \n Join the movement to Take Back CTRL.  \nIn fact, we've even got the same merch aesthetic. I cosplayed as the lead character, Marcus, at Dragon Con, and no one even knew I was in costume. \nDave (left) as Marcus takes a selfie with a Wrench cosplayer at Dragon Con 2018.\nTo commemorate Watch Dog 2's 10th anniversary, I'll be speaking on a panel at San Diego Comic-Con reflecting on how the game predicted tech issues we're facing today. Organized by Mia Ginae of The Mighty Hostess and Black in Gaming, we've got voice actors Ruffin Prentiss lll and Shawn Baichoo, cinematic producer Timmy Fisher, and music producer Hudson Mohawke, who did the soundtrack, with Mia Ginae moderating. That's at 3:15 PM on Friday, July 24 in room 6BCF. \n\nBut not everyone can get to Comic-Con and I certainly have more to say that can fit in. So here are a few ways where Watch Dogs 2 mirrored our work back then and foresaw what we're facing today.\nCheck out our full San Diego Comic Schedule, including panels and a meet-up. \nInsecure Surveillance Cameras \nOne of the signature gameplay elements of the Watch Dogs series is the ability for your character to hack into nearby security cameras from your phone and use that to gain a strategic advantage over hostile adversaries. \nAbout a year before, that's exactly the issue that we were working on. EFF Technologist Cooper Quintin and I used the service Shodan to identify a slew of automated license plate readers (ALPRs) that Louisiana police had left unprotected on the internet. We found that the controls were open to anyone to manipulate and, just like in the game, you could watch the live video feeds.\n\nWe didn't use the data to acquire a skill point or collectible outfit. Instead, we forced police agencies to lock down their equipment and then used what we learned to persuade then Gov. Bobby Jindal to veto a bill that would have created a new statewide surveillance dragnet.  \nThis issue still persists today. Most recently, security researchers Benn Jordan and Jon “GainSec” Gaines, and the award-winning journalists at 404 Media, uncovered how at least 60 pan-tilt-zoom cameras from the vendor Flock Safety were left exposed online.\nCell-Site Simulators \nIn Watch Dogs 2 there's a mission called \"Stolen Signals,\" in which Marcus and his best friend Wrench are trying to locate \"stingrays,\" police devices that gather nearby cell-phone data by masquerading as legit cellular towers. We call these \"cell-site simulators\" (CSSs) and they're are an extremely alarming mass surveillance technology that allows police to track individual users through their phone identifiers. We've long advocated that this should require a search warrant.   \nLike Dedsec, we also had initiated a project to do the exact same thing. And in true Dedsec fashion, we also gave it a pop-culture name: Crocodile Hunter, an homage to wildlife expert Steve Irwin, who had famously died after a stingray attack.  \nBut while Marcus was running around Telegraph Hill, staff technologist Cooper Quintin and I were running around downtown San Francisco, testing out our own device for detecting suspicious cell phone towers during Salesforce's annual Dreamforce conference. And while we didn't find a CSS that day, we did find a mobile surveillance tower that a start-up had set up for the event.\nCooper Quintin, EFF's own 'Wrench,' testing out Crocodile Hunter at Dreamforce\nToday, that project has evolved into Rayhunter, which allows anyone to use a cheap mobile hotspot to detect the type of cellular anomalies associated with CSSs. We're proud to say that now there's a whole international Dedsec-style network of researchers using this technology to look for surveillance at protests, at the border, and in metropolitan areas.  \nSecurity Robots \nThroughout the game, Marcus encounters a number of autonomous pickle-shaped security robots wandering the city. At one point, Wrench reprograms one to become \"Wrench Jr,\" a bona fide member of the Dedsec team.  \nIn real life, these robots are made by a company called Knightscope, and EFF started shining light on them in 2020-2021, when they were first being deployed by companies and government agencies.\nA Knightscope robot patrols a casino parking lot in Reno, Nevada. \nToday, law enforcement is pursuing weaponized robots and drones, and EFF is at the forefront to stop this dystopian reality. In fact, in December 2022, we successfully fought for San Francisco to ban the police department from weaponizing drones. In 2024, New York Police Department also retired its subway robot.\nA Citywide Surveillance \"Operating System\" \nIn the Watch Dog series, one of the ominous developments is CTOS 2.0 (Central Operating System 2.0). Through this system, Blume, a government contractor, tries to collect a massive amount of data through citywide sensors and infrastructure, and to combine all that data into one unified—and totally insecure—analytics system.  \nAt the time we'd only just begun to see this idea floated, with a limited number of cities trying tools like Palantir's Gotham to manage data.  \nToday, it is a frighteningly competitive market, particularly when it comes to law enforcement surveillance. For example, both Axon and Flock Safety are trying to offer products that integrate with every function of policing that sound like CTOs. In fact, Flock Safety product is literally titled, \"Flock OS.\"\nFusus demonstrated at a police chief's conference. \nMeanwhile, Axon's camera networking product, \"Fusus,\" sounds like it came straight from the Watch Dogs' writers room. Fusus allows for central live-streaming of all types of surveillance cameras in a city, including body-worn cameras, which was another prediction from the Watch Dog series that came true.  \nEFF has been part of many local battles to reject Flock and Axon surveillance systems, and we've also advocated against recent efforts at the federal level to consolidate government data.  \nJoin the Fight Against Authoritarian Tech \nWatch Dogs 2's protagonists aren't just the merry band of core hackers: It's a distributed movement spread across the region and social media. The sequel, Watch Dogs Legion, is even designed so that every single person in the city of London is a potential playable Dedsec member, ready to take on tech tyranny with whatever skills they have.  \nThat's also our philosophy: If you use tech, if you're affected by tech, this is your fight. And it's time to take back control. \nThere are a lot of ways to do this. You can become a member by donating. You can contact public officials through our Action Center. You can join the thousands of volunteers who are helping gather data on surveillance through our Atlas of Surveillance project. You can also hunt cell-site simulators with us—and help improve our code—through the Rayhunter project.  \nAnd just like Watch Dogs 2, this is a game we can win if we work together.","headline":"How the Watch Dogs Video Game Series Mirrored and Predicted Real-World Digital Rights Issues","tag":"","information":{"proof":{"hash":"3b2f9b4dae33c6d991095fcaa340dbaceba164b51a145557c164b3ae27ae91e0","mimeType":"image/jpeg","timestamp":1784300843}},"signed_metadata":"{\n  \"created_at\": 1784300482,\n  \"recorder\": \"Capture\",\n  \"spec_version\": \"2.0.0\"\n}","metadata_cid":"bafkreichotr3mdmjle2frdr7h7ye42x7r4vmqahe44n4wdamb6ngeoplc4","signature":[],"signature_provider":"","origin_type":"Defiance Media","digital_source_type":"digitalUpload","owner":"submissions@decentric.media","owner_name":"defiancemedia","owner_profile_display_name":"Defiance 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SVR Expansion: Next Phase of Multi-Network Expansion","digitalSourceType":"digitalUpload"},"nft_spec":"erc721","nft_token_id":null,"nft_token_uri":"","nft_creation_tx_hash":"","nft_creator_address":"","nft_chain_id":null,"nft_blockchain_name":"","nft_contract_address":"","caption":"title: [ARFC] SVR Expansion: Next Phase of Multi-Network Expansion\nauthor: @TokenLogic\ncreated: 2026-07-16\n\nSummary\nThis analysis evaluates the historical performance of Aave’s existing SVR deployments, identifies the most promising candidates for future SVR integrations, and highlights opportunities to improve the performance of existing deployments.\nSince launching on Ethereum in 2025 and subsequently expanding to Base and Arbitrum, SVR has processed approximately $877.6M of liquidation volume, generating more than $21.3M in gross revenue, of which approximately $13.9M has accrued directly to the Aave DAO. Historical results demonstrate that recapture rates are influenced by differences in the underlying MEV supply chain, the auction architecture, and the distribution of liquidation sizes. As a result, Base and Arbitrum have achieved recapture rates of approximately 89%, compared to approximately 52% on Ethereum Core V3.\nBased on the analysis below, we recommend prioritizing Avalanche, Polygon, and BNB Chain V3 deployments for future SVR integrations. Assuming 80% SVR coverage and an 80% recapture rate, these deployments would have generated an additional $1.81M in revenue for the Aave DAO over the past year, representing an approximately 11% increase relative to the revenue generated by existing SVR deployments over the same period.\nOverview of SVR\nSVR is a mechanism that enables Aave to capture a portion of the value traditionally extracted by liquidators during oracle driven liquidations. Rather than allowing searchers to compete for liquidation opportunities immediately following a price update, SVR auctions the right to execute transactions alongside the associated oracle update, allowing a portion of the resulting value to be redirected to the protocol.\nAave shares SVR proceeds with Chainlink, with 65% allocated to Aave and 35% to Chainlink, and has progressively expanded SVR coverage across its deployments. The first implementation was introduced on Aave V3 Ethereum in March 2025, initially covering a limited set of assets before being expanded through additional deployment phases in June and August 2025.\nIn March 2026, SVR was expanded to Aave V3 on Base and Arbitrum through Chainlink’s Atlas based cross chain auction framework. Aave V4 launched on Ethereum mainnet on March 30, 2026 using standard price feeds, SVR was added roughly six weeks later, on May 15, 2026, when eligible assets across V4’s spoke oracles had their price sources swapped to SVR feeds.\n\n\n\n\nDeployment\nChain\nSince\n\n\n\n\nAave V3 Core\nEthereum\nMarch 2025\n\n\nAave V3 Prime\nEthereum\nMay 2025\n\n\nAave V3\nBase\nMarch 2026\n\n\nAave V3\nArbitrum\nMarch 2026\n\n\nAave V4\nEthereum\nMay 2026\n\n\n\nAs of today, Ethereum, Base, and Arbitrum represent the primary production deployments from which historical SVR performance can be evaluated. Markets on these chains provide the basis for assessing recapture rates and estimating the potential revenue impact of extending SVR to additional Aave instances.\nHistorical Performance of Existing SVR Deployments\nTo assess the potential impact of extending SVR to additional Aave instances, it is useful to evaluate the performance of existing deployments.\nTable below summarizes the performance of current SVR enabled deployments. In addition to liquidation volume and protocol revenue, the table includes the liquidation bonus opportunity, defined as the portion of liquidation incentives available to external liquidators. Specifically, liquidation bonus opportunity is calculated as the liquidation bonus less the protocol liquidation fee, which is fixed at 10% of the liquidation bonus. This represents the maximum value that could theoretically be recaptured through SVR auctions.\n\n\n\n\nDeployment\nLaunch Date\nLiquidation Volume\nLiquidation Bonus Opportunity\nSVR Revenue\nAave Revenue\nRecapture Rate\n\n\n\n\nEthereum Core v3\nApr 2025\n$867.8M\n$40.56M\n$20.90M\n$13.58M\n51.5%\n\n\nArbitrum V3\nMar 2026\n$4.66M\n$0.23M\n$0.21M\n$0.13M\n89.2%\n\n\nBase V3\nMar 2026\n$3.56M\n$0.18M\n$0.16M\n$0.11M\n89.3%\n\n\nEthereum Prime v3\nMay 2025\n$0.77M\n$0.04M\n$0.03M\n$0.02M\n66.7%\n\n\n\nSince the initial oracle swap on Ethereum in April 2025, SVR has facilitated more than $877.6M of liquidation volume across Aave markets, generating over $21.3M in gross revenue, of which approximately $13.9M has accrued directly to the Aave DAO. Ethereum Core V3 accounts for the overwhelming majority of historical activity, reflecting both its longer operating history and substantially larger liquidation volumes relative to newer deployments.\nWhile Ethereum V3 has generated the largest amount of absolute revenue, more recent deployments on Base and Arbitrum have exhibited significantly higher recapture rates. Both markets have recaptured approximately 89% of the available liquidation bonus opportunity, compared to approximately 52% on Ethereum Core V3.\n\nSeveral factors contribute to this difference. First, the auction architecture differs across chains. On Ethereum, SVR liquidations occur within the MEV supply chain through Flashbots’ MEV Share that includes additional intermediaries, most notably builders and validators, which capture a portion of the value generated by liquidation opportunities. Under the current MEV Share configuration, 10% of every winning searcher bid is allocated directly to the block builder, who uses it to bid for inclusion in the next block, before the remaining proceeds are distributed between Aave and Chainlink. As a result, a portion of the available liquidation value is inherently unavailable for recapture by the protocol.\nIn contrast, Base and Arbitrum do not have the same MEV supply chain as Ethereum, as block building, transaction ordering, and block proposal are performed by a centralized sequencer. Consequently, there are fewer intermediaries capturing value between the liquidator and the protocol, allowing a larger share of the liquidation opportunity to be recaptured through SVR. This structural difference is one of the primary factors contributing to the materially higher recapture rates observed across both deployments.\n\nSecond, liquidation characteristics also differ materially across deployments. Average liquidation sizes on Ethereum are approximately 25 to 30 times larger than those observed on Base and Arbitrum.\nLarger liquidations are generally more difficult to execute profitably. Liquidators must unwind substantially larger collateral positions, which increases expected slippage, execution risk, inventory management costs, and the capital required to complete the liquidation. These higher execution costs reduce the amount of the liquidation bonus that can be competitively bid through SVR auctions.\nAt the same time, larger liquidations tend to attract fewer participants. Historical data shows that the number of distinct liquidators declines sharply as liquidation size increases, suggesting that fewer market participants possess the capital, inventory, and infrastructure required to execute these opportunities. Reduced competition may allow the remaining liquidators to retain a larger share of the available surplus, further limiting the portion of the liquidation bonus that is ultimately recaptured through SVR.\n\nThis relationship can be observed empirically across historical liquidations. As liquidation size increases, the proportion of the liquidation bonus recaptured through SVR generally declines, indicating that larger liquidation opportunities leave less surplus available for competitive auction bidding. The significantly smaller average liquidation sizes on Base and Arbitrum therefore provide another structural explanation for the higher recapture rates observed on those deployments.\nTogether, these observations establish the assumptions used throughout the remainder of this analysis. Historical recapture rates vary meaningfully across chains and are influenced by differences in the underlying block production pipeline, particularly which participants control block building and block proposal, as well as the characteristics of liquidation opportunities. These empirical observations provide the basis for estimating the revenue potential of extending SVR to additional Aave instances.\nPrioritizing Future SVR Deployments\nUnlike interest income or protocol fees, SVR only generates revenue when liquidations occur. Consequently, markets with large TVL but predominantly correlated collateral and debt positions may experience relatively few liquidations despite their size. Conversely, markets with more directional collateral and borrowing activity can generate meaningful liquidation opportunities despite having substantially smaller lending markets.\nTo identify the most promising candidates for future SVR deployments, we rank markets based on their historical liquidator bonus over the past 365 days, which serves as a proxy for the maximum value available for recapture through SVR auctions. This approach directly measures the value historically captured by external liquidators, making it a more suitable indicator of future SVR revenue potential.\nBefore estimating future revenue, it is also necessary to account for SVR coverage. Not every historical liquidation would have been induced by SVR oracle updates. Historical deployments indicate that approximately 76% of liquidation volume on Ethereum and 86% on Arbitrum occurred through SVR. To estimate future deployments, we therefore assume an 80% SVR coverage ratio, meaning that 80% of historical liquidation activity is considered attributable to SVR.\n\nFor the portion of liquidation activity covered by SVR, we assume an 80% recapture rate based on the empirical performance of existing deployments while remaining modestly conservative relative to the approximately 89% historical recapture rates observed on Base and Arbitrum. This assumption is supported by two factors.\nFirst, future deployments are expected to utilize the same Atlas based auction architecture currently deployed on Base and Arbitrum, avoiding the builder and validator related value leakage present on Ethereum.\nSecond, historical liquidation sizes across the recommended deployments are relatively modest, suggesting stronger competition among liquidators and consequently higher expected recapture rates.\nThe resulting revenue estimates therefore assume both:\n\n80% SVR coverage, representing the share of historical liquidation activity expected to be processed through SVR.\n80% recapture rate, representing the share of the available liquidator bonus expected to be captured through SVR auctions.\n\nUsing these assumptions, the estimated annual revenue opportunity for top markets is shown below.\n\n\n\n\nDeployment\nActive Loans\nHistorical Liquidation Volume (365D)\nHistorical Liquidator Bonus (365D)\nSVR Attributable Bonus (80% Coverage)\nEstimated Annual Aave Revenue (80% Recapture)\n\n\n\n\nAvalanche V3\n$171M\n$36.68M\n$2.27M\n$1.82M\n$0.95M\n\n\nPolygon V3\n$33.5M\n$22.83M\n$1.22M\n$0.98M\n$0.51M\n\n\nBNB Chain V3\n$67M\n$10.75M\n$0.83M\n$0.66M\n$0.35M\n\n\nSonic V3\n$2.9M\n$9.91M\n$0.76M\n$0.61M\n$0.32M\n\n\nOptimism V3\n$27.6M\n$10.70M\n$0.61M\n$0.49M\n$0.25M\n\n\nLinea V3\n$7.9M\n$4.17M\n$0.21M\n$0.17M\n$0.09M\n\n\nPlasma V3\n$871M\n$3.43M\n$0.16M\n$0.13M\n$0.07M\n\n\n\nThe results further demonstrate that market size alone is not an effective indicator of SVR revenue potential. Plasma, for example, represents one of Aave’s largest lending markets with approximately $871M in active loans, yet generated only $0.16M in liquidator bonus over the past 365 days. This reflects the predominantly correlated nature of borrowing activity within the market, resulting in relatively few liquidation opportunities despite its large size.\nIncremental Revenue Impact\nTo better quantify the opportunity, we estimate the incremental revenue that would have been generated if SVR had been enabled on the three highest-ranked deployments in the table above over the past 365 days.\nExisting SVR deployments generated approximately $13.98M in revenue for the Aave DAO over the past 365 days. However, because Base and Arbitrum only enabled SVR in March 2026, this figure understates the revenue generating capacity of the current deployment footprint. To create a like for like comparison, we normalize the historical revenue by assuming that Base and Arbitrum had also been SVR enabled throughout the entire evaluation period. Under this assumption, historical Aave SVR revenue increases to approximately $16.22M.\nApplying the same methodology to the three highest ranked deployments indicates that Avalanche, Polygon, and BNB Chain would have generated an additional $1.81M in revenue for the Aave DAO over the same period. Relative to the adjusted historical baseline, enabling SVR on these deployments would have increased cumulative Aave SVR revenue by approximately 11% over the past 365 days.\nImprovement Areas\nWhile the previous sections focus on expanding SVR to additional Aave deployments, the historical data also identifies opportunities to improve the performance of existing deployments. The most significant opportunity lies in increasing recapture rates for large liquidation events on Ethereum.\nHistorical liquidation data shows a clear inverse relationship between liquidation size and SVR recapture rate. As liquidation size increases, both the proportion of the liquidation bonus recaptured through SVR and the number of liquidators able to participate in these auctions decline materially, as illustrated in the “Recapture Rate and Distinct Liquidators by Liquidation Size Bucket” chart presented in the previous section.\n\nThis effect is particularly pronounced for liquidations exceeding $5M in size, where the average recapture rate falls to approximately 36.7%, substantially below the rates observed for smaller liquidations.\n\nThe impact of this decline becomes apparent when comparing the revenue generated by these liquidation size buckets. Although the $5M-$50M bucket represents the largest source of liquidation volume, totaling approximately $378M over the past year, it generated $4.2M in protocol revenue due to its relatively low recapture rate of 36.7%. By comparison, the $500K-$5M bucket processed a smaller liquidation volume of $318M, yet generated $5.6M in protocol revenue because it maintained a higher recapture rate of 57.7%.\n\nThis disparity suggests that large liquidation opportunities remain one of the largest untapped sources of incremental SVR revenue.\nSeveral factors contribute to the lower recapture rates observed for larger liquidations. Large liquidations require substantially greater capital commitments, expose liquidators to higher execution risk and slippage, and often require more sophisticated inventory management and financing strategies. These higher execution costs reduce the amount of liquidation value that can be competitively bid through SVR auctions. In addition, fewer liquidators possess the capital and operational infrastructure necessary to compete for multi million dollar liquidation opportunities, resulting in reduced auction competition relative to smaller liquidations.\nDespite these structural constraints, historical data indicates that there remains meaningful room for improvement. Increasing competition for large liquidation opportunities, could materially increase protocol revenue.\nIllustratively, if the average recapture rate for liquidations between $5M-$50M increased from 36.7% to 55%, Aave would have generated approximately $2.09M in additional SVR revenue over the past year.\nSimilarly, the $500K-$5M liquidation bucket represents another meaningful opportunity for improvement. Its current recapture rate of 57.7%. Increasing the average recapture rate for this bucket to 70% would have generated approximately $1.2M in additional SVR revenue over the same period.\n\n\n\n\nLiquidation Bucket\nCurrent Recapture Rate\nIllustrative Target\nAdditional Aave Revenue (365D)\n\n\n\n\n$5M-$50M\n36.7%\n55%\n+$2.1M\n\n\n$500K-$5M\n57.7%\n70%\n+$1.2M\n\n\n\nThese results suggest that improving auction competition for large liquidations may represent one of the highest-return opportunities for Ethereum development. While structural factors such as execution costs and slippage are likely to impose an upper bound on achievable recapture rates, even modest improvements could generate protocol revenue comparable to, or exceeding, the impact of several additional SVR deployments.\nRecommendations\nBased on the historical liquidation activity over the past year and the corresponding estimated revenue opportunity, Avalanche V3, Polygon V3, and BNB Chain V3 emerge as the strongest candidates for SVR deployment among the remaining Aave markets.\nAlthough Sonic V3 ranks fourth by historical liquidator bonus, we do not recommend prioritizing it at this time. The market has experienced a substantial decline in active loans, and more than half of its historical liquidation activity during the past year occurred within a single day. Consequently, the observed liquidation bonus appears to be driven by an isolated event rather than sustained liquidation activity, reducing confidence that similar opportunities will persist.\nThe remaining markets, including Optimism V3, Linea V3, and Plasma V3, are not recommended at this time due to their comparatively limited revenue opportunities compared with the recommended deployments.\nDeployments such as X Layer, whose market composition is expected to be dominated by uncorrelated collateral and debt positions, should continue to be monitored as they mature. Because these markets are structurally more likely to generate liquidation opportunities, they may present a compelling business case for SVR once sufficient lending activity has developed.\nIn parallel with expanding SVR to additional deployments, we recommend exploring mechanisms to improve auction competitiveness for large liquidations. Historical data indicates that liquidations exceeding $5M represent one of the largest remaining sources of unrealized SVR revenue, and even modest improvements in recapture rates could generate meaningful additional protocol revenue.\nSpecification\nBased on the analysis presented in this report, we recommend enabling SVR for the following assets across the corresponding Aave deployments.\n\n\n\n\nDeployment\nAssets\n\n\n\n\nAvalanche V3\nBTC.b, AVAX, sAVAX, USDC, WETH.e, USDT, DAI.e, EURC, LINK.e, AUSD, AAVE.e, WBTC.e, sUSDe, FRAX, USDe\n\n\nPolygon V3\nWBTC, USDT0, USDC, WETH, wstETH, POL, USDC.e, DAI, AAVE, EURS, LINK, MaticX\n\n\nBNB Chain V3\nBNB, BTCB, USDT, USDC, ETH, wstETH, FDUSD, CAKE\n\n\n\nSVROracleSteward\nAs with all SVR activations on other instances of the Aave Protocol, this expansion will include SVROracleStewards.\nTo refresh, the SvrOracleSteward allows for the Aave Protocol Guardian to replace any of the newly introduced SVR feeds with the non-SVR feed currently used in production. In the very worst-case scenario where the new SVR is simply not functional or has a major issue, the Aave Protocol Guardian could immediately switch back to the standard price feeds currently used in production.\nNext Steps\n\nGather feedback from governance participants and relevant service providers.\nIncorporate any necessary revisions based on community discussion and technical feedback.\nIf there is broad community support, proceed with an ARFC.\nIf the ARFC is approved, proceed with an AIP to replace the existing price oracles with SVR enabled oracles on the approved deployments.\n\nDisclaimer\nTokenLogic is an active service provider to the Aave DAO, the beneficiary of stream 100086 and the KPI as outlined in this publication. The scope of this engagement is available via this forum proposal.\nTokenLogic supports and maintains an independent delegate voting platform within the Aave community.\nTokenLogic and associated entities have no undisclosed material conflicts of interest at the time of submission.\nNext Steps\n\nGather feedback from the community.\nIf consensus is reached on this ARFC, escalate this proposal to the Snapshot stage.\nIf Snapshot outcome is YAE, escalate this proposal to the AIP stage.\n\nCopyright\nCopyright and related rights waived via CC0.\n      1 post - 1 participant\n      Read full topic","headline":"[ARFC] SVR Expansion: Next Phase of Multi-Network Expansion","tag":"","information":{"proof":{"hash":"8077e456460caf175d5fe4b2a826926b2fd412e447f732d72a6ba6aabc84f3cf","mimeType":"image/png","timestamp":1784227474}},"signed_metadata":"{\n  \"created_at\": 1784226739,\n  \"recorder\": \"Capture\",\n  \"spec_version\": 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Stewards: Supply Cap Increases on Aave V3 / 2026.07.16","digitalSourceType":"digitalUpload"},"nft_spec":"erc721","nft_token_id":null,"nft_token_uri":"","nft_creation_tx_hash":"","nft_creator_address":"","nft_chain_id":null,"nft_blockchain_name":"","nft_contract_address":"","caption":"Summary\nLlamaRisk recommends the following parameter changes based on user behavior, on-chain liquidity, and position health observed in the latest review of Aave V3 reserves.\nAave V3 Monad:\n\nIncrease supply cap for USDC from 75,000,000 to 150,000,000.\n\nAave V3 Core:\n\nIncrease supply cap for sUSDe from 300,000,000 to 450,000,000.\n\nUSDC (Aave V3 Monad)\nUSDC has reached 96.5% supply cap utilization (72,365,094 / 75,000,000) on the Aave V3 Monad instance.\nSupply Distribution\n\nSource: LlamaRisk, July 16, 2026\nAll top twenty USDC suppliers hold the asset without offsetting debt, and the largest position accounts for approximately 49% of the reserve. The supplier base is composed predominantly of users just depositing, so these positions carry no liquidation exposure at the higher cap.\nRecommendation\nWe recommend raising the supply cap from 75,000,000 to 150,000,000 on Aave V3 Monad. USDC sits at 96.5% supply cap utilization, and the proposed cap lands at approximately 48% post-change utilization. The borrow cap is held unchanged at 67,500,000.\nsUSDe (Aave V3 Core)\nsUSDe has reached 96.7% supply cap utilization (290,053,896 / 300,000,000) on the Aave V3 Core instance.\nSupply Distribution\n\nSource: LlamaRisk, July 16, 2026\nAll twenty of the top sUSDe suppliers carry debt, with health factors between 1.00 and 1.96 and a median of 1.04. The dominant structure is stablecoin borrowing against sUSDe collateral, led by USDe at approximately $167M across ten positions.\nRecommendation\nWe recommend raising the supply cap from 300,000,000 to 450,000,000 on Aave V3 Core. sUSDe sits at 96.7% supply cap utilization, and the proposed cap lands at approximately 64% post-change utilization. The reserve is non-borrowable and serves as collateral through the sUSDe and PT-sUSDe E-Mode categories.\nSpecification\n\n\n\n\nInstance\nAsset\nCurrent Supply Cap\nRecommended Supply Cap\nCurrent Borrow Cap\nRecommended Borrow Cap\n\n\n\n\nAave V3 Monad\nUSDC\n75,000,000\n150,000,000\n67,500,000\n—\n\n\nAave V3 Core\nsUSDe\n300,000,000\n450,000,000\n—\n—\n\n\n\nNext Steps\nWe will move forward and implement these updates via the Risk Steward process.\nDisclosure\nThis review was independently prepared by LlamaRisk, a DeFi risk service provider funded in part by the Aave DAO. LlamaRisk is not directly affiliated with the protocol(s) reviewed in this assessment and did not receive any compensation from the protocol(s) or their affiliated entities for this work.\nThe information provided should not be construed as legal, financial, tax, or professional advice\n      1 post - 1 participant\n      Read full topic","headline":"Risk Stewards: Supply Cap Increases on Aave V3 / 2026.07.16","tag":"","information":{"proof":{"hash":"93f326099b89914740cc814e59a0cd55513f253982fc68343aeab5c6223db671","mimeType":"image/png","timestamp":1784224769}},"signed_metadata":"{\n  \"created_at\": 1784224412,\n  \"recorder\": \"Capture\",\n  \"spec_version\": \"2.0.0\"\n}","metadata_cid":"bafkreibn734v37b3tj2wxs4rr2j4cxvkkz6kr6xro4hxdz4zanms3iy654","signature":[],"signature_provider":"","origin_type":"Defiance Media","digital_source_type":"digitalUpload","owner":"submissions@decentric.media","owner_name":"defiancemedia","owner_profile_display_name":"Defiance 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