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Oszuści to zdeterminowani przestępcy, którzy stosują wyrafinowane metody, by unikać wykrycia i wyłudzać pieniądze. Nikt nie chce widzieć takich treści: ani osoby korzystające z naszych usług, ani reklamodawcy, ani – z całą pewnością – my sami. Dlatego nieustannie rozwijamy nasze podejście do walki z problemem oszukańczych treści, inwestując w nowe technologie i partnerstwa, które pozwalają skuteczniej wykrywać i zwalczać stale zmieniające się działania oszustów. W ostatnich dniach obserwujemy kampanię, która zniekształca obraz działań i motywacji Mety w tym obszarze. Oszustwa krzywdzą poszczególne ofiary, a jednocześnie podkopują zaufanie do ekosystemu reklamowego, na którym opiera się nasz model biznesowy. Dziś ogłaszamy dodatkowe środki ochrony, które wprowadzamy w Polsce, a także przedstawiamy aktualne informacje o naszej dotychczasowej pracy i jej efektach. Wprowadzamy zaawansowaną sztuczną inteligencję, by wyłapywać więcej oszustw w Polsce Już teraz korzystamy z zaawansowanych systemów sztucznej inteligencji, które potrafią powstrzymać więcej oszustw oraz identyfikować i blokować większą liczbę kont podszywających się pod celebrytów i inne osoby publiczne. Ta technologia pozwoliła nam o ponad 80% zmniejszyć liczbę zgłoszeń od użytkowników dotyczących najczęściej wykorzystywanych wizerunków znanych osób. Dziś, w odpowiedzi na zmieniające się taktyki przestępców, którzy próbują omijać nasze systemy, uruchamiamy w Polsce ulepszony system AI, zaprojektowany tak, by jeszcze bardziej ograniczyć przypadki podszywania się pod innych. Polska znajduje się w pierwszej grupie krajów w Europie, w których wdrażamy ten nowy system AI do walki z oszustwami. Nowa weryfikacja reklam finansowych kierowanych do Polski Obecnie wymagamy od reklamodawców potwierdzenia tożsamości w określonych sytuacjach – na przykład wtedy, gdy ich konto wykazuje potencjalnie podejrzane zachowania. Ponieważ usługi finansowe to kategoria szczególnie często wykorzystywana przez oszustów, rozszerzamy ten proces identyfikacji na reklamodawców usług finansowych kierujących reklamy do Polski. Proces zakończymy w najbliższych tygodniach. To część naszych działań, których celem jest to, aby do końca 2026 roku 90% przychodów reklamowych Mety na świecie pochodziło od zweryfikowanych reklamodawców – wobec 70% w 2025 roku. Będziemy nadal inwestować w procesy weryfikacji, aby wyprzedzać działania oszustów. Gdzie kampania przeciwko Mecie mija się z faktami Niedawna kampania skierowana przeciwko Mecie promuje fałszywy obraz finansowych motywacji firmy w tym obszarze. Jest ona nieprawdziwa i opiera się na danych z nierzetelnych publikacji agencji Reuters oraz na wybiórczo cytowanych dokumentach, które wyciekły. W niewłaściwy sposób przedstawia podejście Mety do oszustw i nadużyć. Skupia się na badaniach, które prowadziliśmy, by ocenić skalę problemu, a pomija to, co po nich nastąpiło: konkretne działania wobec naruszeń naszych zasad, zmiany w produktach i partnerstwa branżowe. W rzeczywistości zdecydowane ograniczanie oszustw jest jednym z priorytetów Mety. Działamy na kilku frontach: chronimy użytkowników naszych aplikacji za pomocą automatycznych systemów ochrony i rozbijamy przestępcze siatki oszustów, współpracujemy z instytucjami publicznymi oraz polskimi i globalnymi partnerami z sektora prywatnego, a także pomagamy ludziom rozpoznawać oszustwa i ich unikać – dzięki ostrzeżeniom, funkcjom bezpieczeństwa i wskazówkom dostępnym na naszych platformach. Nasze działania przynoszą efekty Nasze działania w tym obszarze przynoszą efekty. Od lipca 2024 do czerwca 2026 roku wskaźnik zgłoszeń reklam zawierających oszustwa spadł w Polsce o 83%. Natomiast od lipca 2025 do czerwca 2026 roku usunęliśmy w Polsce 137 000 reklam o charakterze oszukańczym, z czego ponad 88% zanim ktokolwiek je zgłosił. Wiemy, że nasze decyzje podlegają publicznej ocenie, i cenimy przemyślane, konstruktywne uwagi, które pomagają nam ulepszać nasze działania – ważne jest jednak, aby opierały się na faktach, a nie na błędnych założeniach. Dane pokazują, że podejmowane przez nas działania przynoszą realne efekty. Walka z oszustami nigdy się nie kończy, a ogłoszenia takie jak dzisiejsze pokazują, że jesteśmy zdeterminowani, by wykorzystywać wszystkie dostępne zasoby do zwalczania oszustw i ochrony osób korzystających z naszych platform.\nThe post Wzmacniamy w Polsce ochronę przed oszustwami appeared first on Meta Newsroom.","headline":"Wzmacniamy w Polsce ochronę przed oszustwami","tag":"","information":{"proof":{"hash":"b951408ddefc1d6432848b3a0a8b1367de0ce76f721996a483be90b3be2e26c0","mimeType":"image/jpeg","timestamp":1787909361}},"signed_metadata":"{\n  \"created_at\": 1787907619,\n  \"recorder\": \"Capture\",\n  \"spec_version\": \"2.0.0\"\n}","metadata_cid":"bafkreib6g6omjhssjegjx7knq5ycdtjkovxyaoef66ciog332bs22rmhlm","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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is the part of software delivery that everyone agrees is important, yet nobody enjoys. It\noften lives in spreadsheets, screenshots, and the quiet dread of an upcoming audit. GitLab's custom\ncompliance frameworks work differently. Instead of documenting what should be true about your\nprojects, you define the controls once and let the platform continuously verify what is true.In this article, you'll learn why compliance adherence matters, how to stand up a SOC 2 framework in\nminutes using a template, how to monitor adherence on an ongoing basis, how to enforce compliance\nwith policies, and which standards already ship as ready-to-use templates. You'll also get a look at\nwhere AI-specific compliance templates are heading. You can watch the video below to see it in\naction:\n  Tier note: Compliance frameworks are available in Premium and Ultimate. Framework\nrequirements and controls, the checks that power adherence reporting and the compliance status\nreport, require Ultimate. Everything here applies to GitLab.com, GitLab Self-Managed, and GitLab Dedicated.Why compliance adherence matters and how custom frameworks helpRegulatory and contractual obligations like SOC 2, ISO 27001, PCI DSS, and\nFedRAMP exist because customers,\npartners, and regulators need assurance that your software is built and shipped responsibly. Falling\nshort isn't just a paperwork problem. It can block deals, trigger fines, delay product launches, and\nerode trust. Compliance also isn't a one-time event. A project that was compliant at audit time can\ndrift the moment someone disables a scanner, removes branch protection, or merges without the\nrequired approvals.Custom compliance frameworks are designed to close that gap. A compliance framework in GitLab is a\nlabel you create on a top-level group to identify projects that carry specific compliance obligations or need extra oversight. On its own that label provides organization and visibility. In\nUltimate, a framework can also carry requirements made up of controls, which are automated\nchecks against the configuration and behavior of every project the framework is applied to.Instead of asking an engineer to confirm that static application security testing (SAST) is running, that the default branch is protected, and that merge requests need two approvals, GitLab evaluates those conditions for you on a schedule\nand whenever relevant project settings change. Compliance stops being a snapshot you assemble before\nan audit and becomes something you can watch year-round. Frameworks are created on the top-level\ngroup and inherited by all subgroups and projects beneath it. You can apply up to 20 frameworks to a\nsingle project when it needs to satisfy several standards at once.This changes the day-to-day effort in a few ways. Compliance moves left into the development\nworkflow, audit preparation becomes a matter of exporting a report rather than reconstructing\nevidence, and consistency is enforced by the platform rather than by good intentions.Applying a template to adhere to SOC 2Building a framework by hand means defining every requirement and every control one at a time. For a\nstandard like SOC 2 that maps to many controls, that's repetitive and error-prone. Templates solve\nthis by giving you a complete, predefined framework, with the name, description, color,\nrequirements, and controls all configured, and that you can adopt in a single step.The Compliance Adherence Templates\nproject\nhosts a library of these frameworks as JSON files, and soc2.json is one of them.There are two ways to get a template into your group.Option A: Create from a template in the Compliance centerYou can create a framework directly from a built-in template without leaving the UI:Go to your top-level group.In the sidetab, select Secure > Compliance center.Click the New framework button.Choose Create from template.Scroll down to the SOC 2 template, and select View details to see the controls the\ntemplate implements.Press the Use template button to implement the SOC 2 template. customize the name,\ndescription, and color if you'd like. Select Next when complete.Preview the included requirements and controls.Apply the framework to the groups/projects that require it.Press the Create framework button.Your framework is created and will be applied to the groups/projects you selected.Option B: Import the SOC 2 JSON templateIf you're on a GitLab version without the in-product template picker, or you want to keep the\ntemplate under version control and tweak it first, import the JSON directly:Go to the Compliance Adherence Templates\nproject\nand download soc2.json.Go to your top-level group.Select Secure > Compliance center.On the Frameworks tab, select New framework, then Import framework.Choose the soc2.json file from your local system.When the import succeeds, the SOC 2 framework appears in your frameworks list.A framework only does something once it's attached to projects. Make sure you apply this\nframework to the groups/projects where it will be used.Note: Imports fail with an Unable to determine the correct upload URL error if a framework with the same name already exists. Rename or remove the existing one first.Edit and apply the framework to your projectsYou can also edit the newly created framework as well as apply it to\nadditional groups/projects:In Secure > Compliance center, open the Frameworks tab.Hover over the SOC 2 framework and select Edit Framework.In the Requirements & Controls section, under Action, select the ... > Edit.Perform any necessary changes to the requirements or controls.In the Scoping section, select the groups/projects that fall under SOC 2.Select Update Framework.If you want every new project in the group to inherit SOC 2 automatically, set the framework as the\ngroup default in the Basic information section. The framework will then be applied to all\nnewly created and imported projects going forward.What the SOC 2 template actually checksOnce applied, the SOC 2 framework maps GitLab controls to the relevant Trust Services Criteria. A\nfew highlights:SOC 2 criterionWhat it coversGitLab controls appliedCC3.2Identifying vulnerabilities in system componentsDependency scanning, container scanning, DAST, API security runningCC5.1Segregation of dutiesAt least two approvals; author and committer approvals forbidden; approval rules locked from editingCC6.6Protecting authentication credentials in transitSecret detection runningCC6.8Detecting unauthorized or malicious software changesDefault branch protectedCC7.1Detecting new vulnerabilities through scanningDependency, container, SAST, DAST, and API security scanning runningCC8.1Authorizing, testing, and approving changesSAST, DAST, secret detection running; default branch protected; at least two approvalsAfter the framework is applied to a project, GitLab runs a compliance scan and begins reporting on\nwhether each control passes. No manual evidence gathering required.Continuously viewing compliance statusApplying a framework is only half the value. The other half is knowing, at any moment, where you\nstand. That's the job of the compliance status report (Ultimate), found in your top-level group\nunder Secure > Compliance center > Status.The report surfaces the most recent instances where projects do and do not adhere to a\nframework's controls, so you can spot and close gaps fast. Each row tells you:Status: whether a requirement is in or out of complianceRequirement: the specific controls in a requirement that failed (for example, \"At least two\napprovals\")Framework: which framework the control belongs to (for example, SOC 2)Project: where the non-adherence was foundLast Scanned: when the gap was first recordedFix Suggestions: information on how to resolve the issueYou can filter by project, framework, or requirement, jump straight into a project's compliance\ndetail view, and export the whole report (delivered to your inbox as an attachment) when an auditor\nasks for evidence.Behind the scenes, scans that refresh the report are triggered automatically when a framework is\nadded to a project, when an associated framework's requirements change, and on a recurring 12-hour\nschedule. Results typically appear five to ten minutes after a scan runs. This means compliance\ndrift becomes visible within hours rather than at the next annual audit. To view the report, you'll\nneed to be an administrator, or have the Security Manager or Owner role for the group.Adhering to compliance via policiesReporting tells you when something is wrong. Policies stop the wrong thing from happening in the\nfirst place. This is where compliance frameworks move from observation to enforcement, and it's an\nUltimate capability tied to the framework label.A compliance framework can act as the scope for Security\npolicies. Scan execution policies,\nPipeline execution policies, and merge request approval policies can be scoped to a compliance\nframework, so every project carrying that label automatically inherits them. For example, you can\nrequire that SAST, secret detection, and dependency scanning run on the default branch, and require\napproval from a designated security team before a merge request that introduces new critical\nvulnerabilities can be merged. Because the policy is bound to the framework rather than to\nindividual projects, adding a new project to the framework instantly brings it under the same\nguardrails.The pieces work together. The framework defines the obligation, controls and the status\nreport measure adherence, and policies and compliance pipelines enforce the behavior. You're\nnot just documenting that SOC 2 requires two approvals and running scanners. You're making it\ndifficult to ship anything that violates those requirements. When a control fails, the status report\nflags it. When a policy is in place, the non-compliant change is blocked before it merges.Available templatesGitLab ships a growing library of predefined framework templates in the Compliance Adherence\nTemplates\nproject,\neach mapping a recognized standard to GitLab controls. As of publication, these include:StandardTemplate fileCIS Critical Security Controls v8.1cis_csc_v8-1.jsonCSA Cloud Controls Matrix v4csa_ccm_v4.jsonCyber Essentialscyber_essentials.jsonDORA (Digital Operational Resilience Act)dora.jsonFedRAMP Low / Moderate / High (Rev 5)fedramp_low_r5.json, fedramp_moderate_r5.json, fedramp_high_r5.jsonIRAP Official / Protected / Secret / Top Secretirap_official.json, irap_protected.json, irap_secret.json, irap_top_secret.jsonISMAPismap.jsonISO 27001:2022iso_27001:2022.jsonNIS 2nis_2.jsonNIST 800-53 Rev 5nist_800-53_r5.jsonNIST 800-171 Rev 3 (CMMC)nist_800-171_r3_cmmc.jsonNIST CSF 2.0nist_csf_2.jsonNIST SP 800-218 (SSDF)nist_800-218_v1-1.jsonPCI DSS v4.0.1pci_dss_v4-0-1.jsonSOC 2soc2.jsonTISAXtisax.jsonEach template's exact requirement-to-control mapping is documented in the compliance\nstandards\nreference. You can import any of them as-is, or use them as a starting point. Export a framework as\nJSON, adjust the requirements and controls to match your organization's interpretation of a\nstandard, and re-import. The JSON schema is straightforward. A framework has a name,\ndescription, color, and an array of requirements, each with its own controls and evaluation\nexpression. That makes templates easy to keep in version control and share across groups.A look ahead: AI-specific compliance templatesThe compliance standards covered today were largely written for traditional software. As\norganizations embed AI into their products and their own development workflows, a new class of\nobligations is emerging around governing how AI systems are built, approved, and monitored. Examples\ninclude the EU AI Act, ISO/IEC 42001, and the NIST AI Risk Management Framework.GitLab is exploring AI governance compliance templates (Epic\n#16808, with planning tracked in Work item\n#22336) to extend the same template-driven\nmodel into this space. The intent is to let teams adopt an AI-governance framework as easily as they\nadopt SOC 2 today, with predefined requirements and controls that map to AI-specific obligations,\napplied to the projects that build or deploy AI capabilities, and surfaced through the same\ncompliance status report.It's worth keeping one distinction in mind. Compliance is the state of meeting a defined set of\nrequirements, while governance is the ongoing capability to keep AI systems compliant as both\nthe systems and the rules evolve. GitLab's broader direction pairs AI-assisted detection with\nhuman-in-the-loop approval and auditable, policy-based enforcement, so AI findings inform decisions\nbut accountable humans and measurable controls still gate what ships. AI-specific templates would be\nthe onramp, giving you a fast way to encode emerging AI requirements into the same framework,\ncontrol, status report, and policy machinery you're already using for everything else.SummaryCustom compliance frameworks let you define your obligations once and have GitLab continuously\nverify them. Templates take the manual setup out of getting started, so a SOC 2 framework is a few\nclicks or a single JSON import away. The compliance status report keeps adherence visible on a\n12-hour cadence, and security policies plus compliance pipelines turn that visibility into\nenforcement. With a library of standards already available and AI-specific templates on the horizon,\nthe path from \"we should be compliant\" to \"we can prove we are, continuously\" is shorter than it's\never been.Learn more with our compliance frameworks documentation and try the custom\ncompliance frameworks click-through demo.This blog post contains \"forward‑looking statements\" within the meaning of Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934. Although we believe that the expectations reflected in these statements are reasonable, they are subject to known and unknown risks, uncertainties, assumptions and other factors that may cause actual results or outcomes to differ materially. Further information on these risks and other factors is included under the caption \"Risk Factors\" in our filings with the SEC. 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Borrowers on Horizon can utilize mWIN as highly liquid, yield-bearing collateral to execute leveraged carry (looping) strategies, supported by a multi-tiered redemption architecture. mWIN is already live on mainnet with $15M in TVL just a few days after launch, showing strong demand from borrowers and LPs.\n\nMotivation\nHorizon exists to give holders of tokenised real-world assets instant, 24/7 liquidity against those holdings while respecting issuer compliance requirements. mWIN extends Horizon’s collateral set into actively managed securitised credit, alongside the existing tokenised treasury and fund exposures.\nWhy mWIN fits Horizon\n\n\nInstitutional Manager: Wellington Management is one of the largest investment management firms in the world. Founded in Boston in 1928, Wellington manages over USD 1.3 trillion in assets across fixed income, equities, multi-asset, and alternative strategies, on behalf of thousands of institutional clients globally, including pension funds, sovereign wealth funds, insurers, and endowments.\n\n\nLiquid & Low Risk Strategy: The portfolio is an investment-grade, diversified credit portfolio designed to balance yield generation, capital preservation, and structural liquidity. With an optimized duration profile to dampen volatility and low spread duration, it offers institutional-grade stability, minimizing mark-to-market drawdown risk in credit sell-off scenarios, while maintaining an average credit rating of A+.\n\n\nAtomic Onchain Liquidity: Midas provides up to $30m of atomic onchain liquidity via MSL, of which $10m are dedicated to mWIN, enabling atomic redemption into USDC across market conditions. This is directly relevant to liquidation feasibility.\n\n\nInstitutional Legal Structuring: The strategy is issued through a legally segregated compartment of a Luxembourg securitisation fund. This statutory bankruptcy-remote structure isolates assets and liabilities, providing institutional-grade protection and legal clarity for tokenholders and lending markets.\n\n\nThere is significant demand from onchain funds across multiple parties for the looping use case. Depending on Horizon borrow rates being 150-200 bps lower than the strategy’s YTM, borrowers are targeting double-digit returns when looped 4x. In addition, due to the high organic liquidity provided, this strategy is also suited for unlooped yield optimization for treasury management purposes.\nThe strategy targets a resilient yield profile adaptable across the cycle, driven by dynamic allocation to asset classes depending on prevailing market conditions. The model portfolio generates a gross market yield of 5.23%, achieving a spread of c107 bps over the equivalent US treasury curve.\n\nAbout the Manager: Wellington Management\nFounded in 1928 and independently owned, Wellington Management is a leading global institutional asset manager with over $1.3 trillion in assets under management. Wellington’s dedicated Financial Reserves Management (FRM Team) manages over $200 billion in AUM, combining experienced portfolio managers, deep credit research, and proprietary risk analytics infrastructure. Wellington has decades of experience with this type of strategy, maintaining a long-standing track record focused on portfolios that appropriately balance risk and return. Notably, the mWIN strategy is run by the same institutional franchise that oversees portfolios for major insurance companies.\nAbout the Issuer: Midas\nMidas is a platform for composable onchain investment products and is the issuer behind mWIN, with over $4B in cumulative onchain asset issuance and $600M+ in current TVL, backed by a $50M Series A led by RRE and Creandum.\nMidas’ mToken suite is already proven across leading venues, serving as an onchain issuer for institutional-grade strategies from managers such as Wellington Management and Fasanara Capital. Aave Horizon itself is direct proof of this track record: Midas’ mGLOBAL, tracking Fasanara’s alternative credit strategy, launched as collateral on Aave Horizon in June 2026, and its $30M supply cap filled almost immediately, showing strong, real institutional demand for Midas-issued RWA collateral within Aave ecosystem.\nmWIN extends that same infrastructure, custody, and compliance framework to Wellington’s actively managed multi-sector fixed income strategy, giving Aave Horizon a natural path to onboard a second Midas-issued institutional credit product with an already-proven distribution and liquidity track record.\n\nStrategy and Portfolio\nThe strategy is an institutional-grade actively managed fixed income strategy. Managed by Wellington Management’s Financial Reserved Management (FRM) team, the portfolio is designed to balance yield generation, capital preservation, and structural liquidity.\nThe strategy utilizes an active, multi-sector approach to deliver a resilient portfolio optimized for market conditions. The strategy invests into a diversified portfolio spanning some of the most liquid asset classes within public fixed income. The underlying assets include collateralised loan obligations (CLOs), commercial mortgage-backed securities (CMBS), agency and non-agency residential mortgage-backed securities (RMBS), asset-backed securities (ABS), and investment-grade corporate bonds.\nBy prioritizing dynamic risk management and broad diversification over static, single-sector concentration, it provides several distinct structural advantages:\n\n\nActive risk management and dynamic sector rotation: Portfolio exposures are adjusted continuously based on macroeconomic data, liquidity constraints, and security fundamentals. During periods of market stress, the management team can tactically reallocate capital from deteriorating sectors into defensive positions.\n\n\nBroad diversification: Drawdowns can originate from a wide spectrum of catalysts, including macro-driven liquidity shocks, structural regulatory shifts, or sector-specific credit events. Allocating across multiple fixed-income sectors mitigates single-asset concentration risk, dampens overall volatility, and ensures independent sources of liquidity during localized stress.\n\n\nOptimized spread duration profile: The actively managed portfolio is structured to maintain a highly optimized spread duration profile. Single-sector portfolios are inherently more sensitive to spread widening events, experiencing meaningfully higher mark-to-market losses. The strategy’s structurally contained spread exposure makes it highly resilient for mandates where drawdown sensitivity is a primary concern.\n\n\nWellington Portfolio Parameters & Mandate\n\n\n\n\nItem\nDetail\n\n\n\n\nStrategy\nMulti-sector actively managed fixed income\n\n\nManager\nWellington Management (FRM team)\n\n\nLargest position / concentration limits\nSingle issuer or issuing trust exposure for structured securities is capped at 5% of portfolio market value (excluding government or government agency guaranteed debt)\n\n\nLeverage\nThe portfolio does not allow for leverage\n\n\nPortfolio risk limits\nEffective Duration: Limited to between 0 and 2 years at the portfolio level. Credit Rating & Quality: Maintained at an investment-grade weighted average credit rating; BBB/Baa capped at 50%, below-investment-grade capped at 10%, unrated capped at 10%. Currency Exposure: Non-USD denominated securities capped at 10% and must be 100% hedged back to USD\n\n\nFund size / AUM\nCurrent: $25M; expected: >$100M\n\n\nTrack record\nThis custom strategy does not have a realised track record. Backtested annualised return: 5.66% over one year; 6.76% over 3 years; 3.75% from December 2016 to April 2026. The backtested returns assume a static allocation which does not reflect the dynamic portfolio optimisation depending on prevailing market conditions\n\n\nFees\n40bps per annum management fee. 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Stewards] August 2026 - WETH Interest Rate Adjustment","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: [Risk Stewards] August 2026 - WETH Interest Rate Adjustment\nauthor: @TokenLogic\ncreated: 2026-08-26\n\nSummary\nThis analysis evaluates whether the current WETH Slope 1 remains appropriately calibrated to the structural decline in Ethereum staking yields and the resulting weakness in ETH borrowing demand. We recommend reducing WETH Slope 1 to 2.20% on Ethereum Core, Arbitrum and Optimism to realign borrowing costs with the prevailing LST yield environment and support a recovery in utilization.\nETH Borrowing Market Overview\nETH borrowing on Aave remains overwhelmingly concentrated on the Ethereum Core instance, which currently accounts for approximately 1.74M WETH, or roughly $4.1B, in variable debt. This represents approximately 96% of all WETH borrowed across Aave deployments. The next-largest market is Base, with approximately 76K WETH, underscoring the pronounced concentration of ETH borrowing on Ethereum Core.\nETH Reserve Utilization\nFollowing the Kelp rsETH bridge incident on April, 2026 and the forced deleveraging that followed, utilization across the major ETH markets has settled below both their optimal levels and historical operating ranges. While the incident triggered the initial utilization reset, the subsequent recovery has remained limited. The utilization frequency profiles below, measured over the post incident period beginning June 1, show persistent slack across every large market relative to its kink. Ethereum Core has averaged 82.5% since June, with the effective borrow rate remaining around 2.11% to 2.18%, consistently below the 2.35% Slope 1 target.\n\nThe time series highlights a clear shift in the utilization regime following the Kelp incident. Through late 2025 and into April 2026, the five largest markets generally operated in the high 80s, with Ethereum Core averaging 85% to 90% outside the December demand trough and frequently approaching its kink during the February and March stress episodes. Following the incident and the associated deleveraging, utilization across the major markets declined materially and has since remained at structurally lower levels.\n\nEthereum Staking Economics\nThe economics of leveraged LST strategies have deteriorated as staking yields have compressed, while risk appetite for leveraged positions has also declined. Together, these factors have reduced the attractiveness of leveraged LST strategies and contributed to the persistence of lower ETH borrowing demand and utilization.\nThis section examines the evolution of staking participation, the resulting decline in consensus layer APR, and how these dynamics are flowing through to LST yields.\nEthereum Consensus Layer Staking Ratio\nEthereum staking participation has expanded sharply in 2026, increasing 19% year to date to approximately 42.4M ETH, or 34.7% of total supply, by late August. This follows a period in which total ETH staked remained broadly flat at around 35.6M ETH, equivalent to approximately 29.5% of supply, throughout the second half of 2025.\n\nThe expansion is set to continue over the near term. The validator entry queue holds approximately 2.19M ETH awaiting activation. We project total stake to reach approximately 44.6M ETH, or 36.5% of supply, by early November as the current queue is absorbed.\nAs issuance is distributed across an increasingly large validator set, the resulting dilution directly compresses the yield available to each staker and, by extension, the yields of the LSTs that account for the majority of ETH borrowing demand on Aave. The following section quantifies this transmission from validator growth to liquid staking yields and, ultimately, borrowing demand.\nEvolution of LST Rewards\nConsensus layer staking rewards are determined by protocol issuance, which scales inversely with the square root of total stake: APR = base_reward_factor × epochs_per_year / √(total staked), excluding execution layer rewards. Between January 1 and August 23, 2026, the maximum consensus APR declined from approximately 2.77% to 2.52%, a 25 bps reduction driven purely by the growth in total stake, before accounting for protocol fees or validator inefficiencies.\nOver the same period, the Ethereum Core WETH Slope1 has remained at 2.35%, apart from temporary stress related adjustments in February and April to May. As a result, the target borrow rate has remained broadly fixed while the staking yield ceiling has steadily compressed, eroding approximately 25 bps, or nearly 60%, of the original spread between the two rates. If the projected validator queue is fully absorbed and total stake reaches approximately 44.6M ETH by November, the consensus yield ceiling would compress by a further approximately 6 bps, further narrowing the spread between staking yields and the current Slope1.\nTranslating consensus layer issuance into the headline APR of a LST requires several adjustments, some structural and others dependent on the flow of deposits and withdrawals:\n\nValidator efficiency: Professional operator sets typically achieve approximately 99-98% efficiency, with missed attestations and sync duties reducing realized rewards relative to the theoretical maximum.\nExecution layer rewards: Priority fees and MEV provide an additional source of yield on top of consensus issuance. These rewards are variable and seasonal, fluctuating with network activity and broader market conditions, and currently contribute approximately 20 bps on average. They are passed through to the LST exchange rate.\nProtocol commission: LST protocols typically retain approximately 10% of staking rewards as a protocol fee.\nRedemption buffer: A portion of TVL is maintained in liquid form to facilitate withdrawals. This capital earns no staking rewards, diluting the headline APR.\nEntry queue dilution: This effect is negative during periods of inflows. Newly deposited ETH is immediately reflected in LST circulating supply, with holders beginning to earn rewards, while the underlying ETH generates no staking rewards until the associated validators are activated. Rapid growth during periods of a long deposit activation queue therefore temporarily dilutes the headline APR for all holders.\nExit queue effect: This effect is positive during periods of outflows. Redemptions reduce LST supply immediately, while the underlying validators continue earning rewards in withdrawal queue until they exit, temporarily increasing the headline APR for remaining holders.\n\nApplying these structural adjustments to current network conditions yields an achievable LST APR of 2.38%, with the yield expected to decline further to 2.33% by November as the validator entry queue is absorbed. At these levels, the current target borrow rate approaches the full sustainable yield of a well run LST, leaving limited room for positive carry after borrowing costs.\n\nImplications for Leveraged LST Strategies\nRealized LST yields have broadly followed the decline in staking economics, and in Lido’s case have fallen below it. The wstETH exchange rate APR declined from a monthly average of 2.70% in August 2025 to 2.19% in August 2026, while weETH compressed more moderately from 2.57% to 2.36%. The flow dependent adjustments discussed in previous section help explain this divergence.\nLido has absorbed the majority of 2026 staking inflows, with its pool growing approximately 8% since June alone. The resulting entry queue dilution has pushed realized wstETH yields below even the fee adjusted theoretical ceiling of 2.38%.\nThe result is a reversal of the historical relationship between the two assets. On a staking yield basis, excluding any additional rewards from EtherFi’s restaking activities, weETH now outyields wstETH by approximately 15 to 20 bps, compared with a typical 10 to 25 bps discount through most of 2025. This comparison is increasingly relevant as weETH has recently transitioned to a pure LST, with restaking rewards no longer contributing to its yield. However, this divergence is expected to be temporary. As the deposit activation queue continues to deplete over the coming months, the associated entry queue dilution should diminish, allowing both wstETH and weETH staking yields to converge toward the theoretical LST APR, represented by the dashed lines in the chart below.\n\nAt the current configuration, the relationship has become restrictive for leveraged LST strategies. The 2.35% Slope1 now exceeds wstETH’s realized yield of approximately 2.19%, meaning a plain LST loop carries negative spread as utilization approaches the kink. It is also broadly in line with weETH’s approximately 2.36% yield, leaving restaked loops with virtually no margin at target utilization.\nThe market’s equilibrium reflects this constraint. Utilization remains below UOptimal because this is the only region where effective borrow rates, currently around 2.10% to 2.14% on Ethereum Core, remain sufficiently below the prevailing LST yield curve to support positive carry. In effect, the reserve can operate near its designed efficiency point only if borrowing costs remain below the yield available from leveraged staking strategies. Unless the target borrow rate is re aligned with the compressed staking yield environment, leveraged demand has limited economic incentive to recover toward pre incident utilization levels.\nRevenue Impact of the Proposed Slope1 Reduction\nTo assess the revenue implications of reducing Slope1, we model annualized WETH interest revenue on Ethereum Core under the current 2.35% curve and the proposed 2.20% curve. A lower Slope1 reduces revenue at any given utilization level, but utilization recovery under the flatter curve can offset this effect through both a larger borrowed base and a higher borrow rate at the resulting utilization level.\nAll figures use deficit adjusted utilization. The analysis is anchored at the trailing 30 day average utilization of 83.2% for July 26 through August 24, based on approximately 1.74M WETH of borrows against 2.09M WETH of backed supply.\nAt unchanged utilization, reducing Slope1 from 2.35% to 2.20% lowers the effective borrow rate from 2.13% to 1.99%. This reduces annualized protocol revenue from 5,544 ETH to 5,190 ETH. The resulting worst case revenue loss is 354 ETH per year, or 6.4%. At unchanged utilization, suppliers absorb the corresponding reduction in supply APR of approximately 10 bps.\nRevenue is fully recovered at 86.0% utilization, representing a 2.8 percentage point increase over the 30 day average and corresponding to approximately 58K WETH of additional borrowing, or 3.4%.\n\nWe expect the required utilization recovery to materialize. Beyond organic looping demand from other venues, substantial idle ETH is already staged in leveraged staking products that deploy through Aave. The Fluid ETH Lite vault currently holds approximately 25.2K stETH of idle liquidity, while the Lido earnETH vault holds approximately 12.2K stETH. Together, these represent roughly 37.4K stETH of undeployed capital awaiting viable loop economics.\n\nAssuming the typical leverage structure of these strategies, this idle capital represents +400K WETH of potential borrowing demand. This is more than six times the 58K WETH of additional borrowing required to reach the 86.0% revenue breakeven. Even partial deployment of this idle capital would therefore be sufficient to clear the breakeven threshold. With the proposed Slope1 restoring positive loop carry, we expect the improved economics to unlock a portion of this existing idle capital and provide sufficient borrowing demand to support the required utilization recovery.\nRecommendation\nThe analysis points to a clear conclusion: the WETH interest rate curves have not kept pace with the structural compression in Ethereum staking yields. Staking growth has reduced consensus APR by approximately 25 bps year to date, with a further 6 bps of compression implied by the validator entry queue over the next 40 days, while Ethereum Core Slope 1 remains at 2.35%. At the current configuration, the target borrowing rate now approaches the full sustainable yield of a well run LST, leaving limited incentive for leveraged staking demand to recover.\nWe therefore recommend reducing WETH Slope 1 to 2.20% on Ethereum Core, Arbitrum, and Optimism. Given the common underlying LST economics, the same target is appropriate across these markets. On Ethereum Core, this places the target borrow rate approximately 18 bps below the achievable LST APR of 2.38%, providing a modest buffer against the further yield compression expected as the validator entry queue is absorbed. No change is proposed for Base, where existing ETH borrowing incentives help offset the higher Slope 1 and current borrowing demand remains comparatively resilient.\nThe revenue downside is limited and recoverable. On Ethereum Core, the static worst case reduces annualized protocol revenue by 354 ETH/yr. Under the modelled curve, revenue is fully recovered at 86.0% utilization, requiring only 58K WETH of additional borrowing versus approximately 400K WETH of potential demand already staged in idle leveraged staking vaults. A return to the historical 88% to 90% range would therefore make the adjustment revenue accretive. No change is proposed for Ethereum Prime, which already operates at a 2.14% Slope1.\nWe will monitor staking yield compression, validator queue absorption, LST yield convergence, and utilization response, and reassess if conditions evolve materially.\nSpecification\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\nImplement the WETH Slope 1 reduction to 2.20% on Ethereum Core, Arbitrum, and Optimism through the Risk Stewards, while keeping Base unchanged.\nTrack Ethereum staking and LST economics, including consensus layer APR, validator entry queue absorption, and LST yields, to assess whether further yield compression warrants additional curve adjustments.\nReassess the parameters as utilization and staking conditions evolve, with particular attention to whether the expected leveraged LST demand materializes and whether supplier and protocol revenue improve following the adjustment.\n\nCopyright\nCopyright and related rights waived via CC0.\n      1 post - 1 participant\n      Read full 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Stewards] August 2026 - GHO Borrow Rate and Aave Savings Rate Update","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: [GHO Stewards] August 2026 - GHO Borrow Rate and Aave Savings Rate Update\nauthor: @TokenLogic\ncreated: 2026-08-27\n\nOverview\nThis update adjusts rates on both sides of GHO’s balance sheet. The GHO borrow rate on Ethereum Core rises from 3.75% to 4.25% in two 25 bps steps, the Ethereum Prime base rate rises by 75 bps to 2.75% in two steps, and the Monad configuration is aligned in two steps so that no cross-chain instance prices GHO materially below the Core anchor. On the demand side, the Aave Savings Rate (ASR) paid by sGHO rises from 4.25% to 4.50%. The package accompanies the August 2026 Stablecoin Interest Rate Adjustments update, which kept GHO under separate rate management. It addresses the recovered peg, GSM backing outflows, sGHO retention as rival savings rates move higher, and protocol revenue from GHO debt. All changes sit within the existing Risk Steward and GHO Risk Council mandates and will be implemented directly.\nMarket context\nDemand conditions have improved materially. Across Aave’s stablecoin reserves, utilization has held at or near the kink through August, which supports the 50 bps Slope1 increases in the companion update. The regulatory backdrop also strengthened: the US Treasury opened the GENIUS Act stablecoin rulemaking to public comment on August 17, the SEC proposed exemptive crypto rules on August 18, and FASB proposed standards under which stablecoins would qualify as cash equivalents, which could support corporate adoption. On August 19 the Treasury doubled its long-end liquidity-support buybacks. The operation is not quantitative easing, but the market received it as support for bond-market liquidity. Short-term dollar yields remain elevated. GHO borrowers can therefore absorb a higher rate, while savings products still need to retain deposits.\nAgainst this improving backdrop, GHO spent July and August losing ground on three connected fronts:\n\nPeg. GHO traded below par consistently over the last weeks, driven primarily by the USDT underperformance, but exacerbated the price crossed the limits of the Fluid GHO-USDC pool. The gap has since closed: GHO trades at $0.9997 today, and the peg is no longer under pressure.\nGSM backing. The USDT GSM on Ethereum has lost 12.4M of underlying exposure since August 13, from 53.2M to 40.8M USDT, roughly a quarter of the module’s backing. The USDC GSM remains effectively empty. Redemptions through the GSM follow from a persistent sub-par secondary price.\nSavings retention. stkGHO has shed 7.0M over the past 28 days, and while sGHO deposits still grew on a net basis to 158.6M, the past two weeks show multi-million single-day redemption spikes. With roughly three quarters of circulating GHO held in savings products, retention supports the peg.\n\nThe GSM’s fee schedule links the peg to the module. Minting GHO through the GSM is free, while redeeming GHO for the underlying costs 10 bps. Redemption arbitrage pays whenever the secondary discount exceeds that fee: an arbitrageur buys GHO below par, redeems it at par, and keeps the difference. The discount exceeded 10 bps on 29 of the 30 days to August 25, and the resulting spread drove the module outflow. As the discount narrows to within 10 bps of par, redemption no longer pays and the drain stops.\nThe three pressures have the same cause, which remains in place: GHO is the cheapest stablecoin to source on Aave, and debt minted below the market-clearing rate is sold into the market. Ethereum Core prices GHO at 3.82%, while USDC and USDT have held at or above their optimal utilization through August and price above their 4.00% Slope1 targets. As the companion update lifts those targets toward 4.50%, an unchanged GHO would be mintable up to 75 bps below the next cheapest stable. That gap would extend the flows that have pressured the peg and reduced GSM backing.\n\nThe most recent data indicates that the pressure is easing. The market-wide rally has reduced the discount from its 26 bps peak to roughly 3 bps, within the range where redemption arbitrage no longer pays, and the module’s backing recorded its first flat day on August 25 after a week of daily outflows. Liquidity in the main Fluid pool, which had been almost entirely one-sided in GHO since mid June, has begun to rebalance as USDC returns. USDT borrow demand on Ethereum Core has continued to grow, keeping the reserve at its optimal utilization and increasing the yield earned by GSM backing. The proposed changes enter a recovering market and seek to preserve that recovery.\n\nCirculating GHO comes from two source families: debt drawn from facilitator-supplied markets on Ethereum, Core, Prime and Horizon, and stablecoins swapped into the GSMs. Debt currently accounts for roughly 69% of issuance against 31% for the GSMs. The balance has moved toward debt over the last month as borrowing grew while the modules drained. GHO can be minted through lending markets below the cost of comparable stablecoins, so issuance has increasingly come through borrowing. GSM backing earns the DAO the underlying Aave yield, and its share has declined alongside the backing. The debt side already carries about two thirds of GHO revenue. Higher debt rates improve the revenue earned on remaining borrowing, while a peg recovery and restored GSM backing would increase the module’s share of issuance and revenue.\nBorrow rate changes\nEthereum Core, 3.75% to 4.25%, in two 25 bps steps. The rate moves to 4.00% first and to 4.25% approximately two weeks later, alongside the staged Slope1 increases in the companion update. GHO remains priced below USDC and USDT at each point in the sequence, preserving the protocol’s preference for its own stablecoin. Higher borrowing costs also support the peg because borrowers repaying GHO buy it in the market below par. Repayments reduce circulating supply, so the rate increase is paired with an ASR increase to retain and attract savings holders.\nEthereum Prime, base rate from 2.00% to 2.75%, in two steps. Prime is the leverage venue, and the current curve prices GHO at 3.16% at prevailing utilization, well below Core. Raising the base rate moves the curve at every utilization level. A first step to 2.50% and a second to 2.75% move the current rate to approximately 3.91% and the kink rate from 3.25% to 4.00%. A base-rate change takes effect immediately at all utilization levels. Prime retains a modest discount to Core, keeping looping activity on Prime while avoiding a venue where GHO can be sourced far below its mint rate.\nInstance alignment. No cross-chain deployment should offer GHO at a target rate materially below the Core anchor. Monad Core’s Slope1 of 4.00% sits below the new anchor and rises to 4.50% in two steps, 4.25% first, matching the harmonized stablecoin Slope1 and folding into the Monad IRM implementation already in flight. All other cross-chain deployments already price GHO at a kink rate of 4.50% or above and are left unchanged. Horizon operates under the separate RWA instance arrangement and is out of scope for this update.\nASR increase\nThe competitive set is moving up. Under the same reserve-factor convention the companion update applies to USDe, the Sky Savings Rate grosses to a USDS borrow floor near 4.75%, and the Ethena staking rate is expected to settle around 5.3% as looped USDe supply unwinds. At 4.25%, sGHO would be the lowest-paying major on-chain savings product at exactly the moment retention matters most. Moving the ASR to 4.50% keeps sGHO within 25 bps of sUSDS while remaining below the new Core borrow rate. The core viability spread, savings cost below CDP interest plus backing yield plus GSM fees, is preserved and widens relative to today.\nAt current sGHO deposits of 158.6M GHO, the additional savings cost is approximately $397K per year.\nRevenue impact\nGHO borrow interest on Ethereum Core accrues entirely to the treasury under a 100% reserve factor. Prime and Horizon have a 10% reserve factor, but the DAO supplies most of both markets through their facilitators and earns supply-side interest on those deposits. Effective capture is approximately 92% on Prime and nearly 100% on Horizon. The following are static estimates at current balances and utilization:\n\nAcross every avenue, DAO revenue from GHO rises from approximately $2.2M to $3.0M per year. This proposal accounts for $474K of the increase, while the companion update reaching the GSM backing accounts for $345K across the USDT and USDT0 legs. The package generates $871K of additional market revenue against $397K of additional savings cost.\nGSM yield revenue reflects two opposing movements. The module holds its backing as wrapped Aave aTokens, so the rate earned rises with the companion’s Slope1 increases. Its backing has contracted through August as redemptions drained the module. At the current 40.8M of USDT backing the companion move adds approximately $169K per year; if outflows continued at the August pace, the uplift would compress toward $12K. The Plasma USDT0 leg holds a further 40.6M of backing that has stayed flat through the month, and the companion increase on that reserve adds approximately $176K per year. The USDC leg is currently empty and contributes nothing until backing returns. August 25 was the first flat day after a week of outflows, which indicates that the narrowing discount is slowing the drain. Redemption fees earned during the drain, approximately $0.8M annualized over the past week, follow from the sub-par price and are excluded from the figures above.\nThese estimates exclude second-order effects. Each basis point of peg recovery reduces arbitrage flows from the GSM, and retained sGHO deposits support circulating supply.\nSpecification\nThe following parameter updates will be implemented:\n\nEach borrow-rate change above is the first of two steps: Core moves to 4.00% and then 4.25%, Prime to 2.50% and then 2.75%, and Monad Slope1 to 4.25% and then 4.50%, with the second step following approximately two weeks after the first, in line with the staged execution of the companion update. Prime keeps its current Slope1 (1.25%), Slope2 (35.00%) and optimal utilization (92%). The Monad change composes with the optimal utilization (92%) and Slope2 (20.00%) update already specified in the LlamaRisk Monad IRM proposal.\nFor reference, the remaining GHO deployments already price at or above the new anchor at their kink and are unchanged: Base, Avalanche, Arbitrum and Gnosis (Slope1 4.50%), Plasma (base 1.25% plus Slope1 3.50%), X Layer (5.00%), Mantle (base 2.00% plus Slope1 3.00%), Ink (5.50%).\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\nImplement the Core, Prime and Monad rate updates through the Risk Stewards within their existing caps and cooldowns, each performed in two steps spaced approximately one week apart.\nImplement the ASR update through the GHO Risk Council via the sGHO Steward, and size the weekly sGHO backing top-up cadence to the new rate.\nMonitor the peg, GSM flows, sGHO deposits and Core debt weekly following execution, and report to the community before any further adjustment.\n\nCopyright\nCopyright and related rights waived via CC0.\n      1 post - 1 participant\n      Read full topic","headline":"[GHO Stewards] August 2026 – GHO Borrow Rate and Aave Savings Rate 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Summary\nTokenLogic has proposed updating the stablecoin interest rate curves across Aave deployments in Risk Stewards: August 2026 Stablecoin Interest Rate Adjustments. The proposal raises Slope1 by 50 bps on 20 stablecoin reserves (25 bps on Base USDC, which already prices above the other deployments) and realigns the USDe borrow curve with Ethena’s native staking rate through a 5.25% base rate.\nIn line with that recommendation, we will execute the Slope1 increases and gradually start the USDe base rate adjustments through the Risk Steward process. The Slope1 increases proceed in 10 bps steps, with each step assessed before the next rounds. Our analysis below supports this approach: both Ethereum Core stablecoin reserves now sit at or above their optimal utilization, borrower rate sensitivity is low, and higher supply rates have historically attracted deposits. The complete parameter specification is provided at the bottom of this report.\n2. Utilization has been climbing over the past month\n\nSource: LlamaRisk, August 26, 2026\nSince early May, USDC utilization has been stabilized around its 92% kink, i.e., it’s already at the target utilization the DAO would want before a rate hike bites, and over the past week it has held above it at 93-94%. USDT decreased for two months after the April’s liquidity crisis, but then began a recovery period since mid June: 76.2% → 92.5% by August 26, crossing its 92% kink in the final week of August.\nTaking a deeper look at what’s driving the USDT climb, we observe that over 650M of net new borrows were originated since mid-June, with a roughly 55-45 mix between majors (BTC and ETH and their derivatives) and a whale-heavy USDe carry trade. In particular, over 2,500 addresses have net borrowed ~$360M vs. majors, proving there’s still borrowing demand at these prices. This trend carried the reserve to its kink in the final week of August.\n3. Borrowers’ sensitivity is low\nA per-address study of every BTC/ETH-collateral borrower who experienced a real rate rise of > 0.5 pp relative to when they opened their position found no net directional signal: 68% of borrowers held flat or grew their position, while only 13.1% partially reduced and 18.4% closed or heavily repaid. The group’s median change was 0%. It took roughly 15 weeks for rates to increase by 50 bps for each borrower during the period analyzed.\n4. Supply side: higher rates attract deposits\nThe past month’s flows show where marginal stablecoin liquidity currently sits. Core USDC absorbed 77M of net deposits over the past 30 days (+4.0%), while Base USDC (-16M), Plasma USDT (-12M) and both Arbitrum reserves were flat or negative. Core USDT shed 80M over the month but took in 501M over the past quarter. Stablecoin supply is consolidating into Core rather than the satellite instances.\nHigher supply rates do attract deposits. The supply APY correlates positively with subsequent supply growth on every instance we checked, with the effect building over 4 to 8 weeks: +0.16 to +0.41 on Core USDC and USDT, and +0.35 to +0.76 on Base, Arbitrum and Plasma, where liquidity is more mercenary. A Slope1 hike raises the supply APY at unchanged utilization, so part of its effect is to pull in new supply, which pushes utilization back down. For USDC at the kink this rebuilds the liquidity buffer, which is the intended outcome. With USDT now at the kink, the same mechanism works in the program’s favor: each 10bps step attracts new supply into a reserve whose demand has already cleared the target, rebuilding the liquidity buffer on both reserves.\n\nSource: LlamaRisk, August 26, 2026\n5. Market yields and utilization move together\nTo test the relationship between broader market yields and Core stablecoin demand, we assembled 20 months of daily data (January 2025 to August 2026): USDC and USDT utilization and borrow APR sampled on-chain six times per day and averaged (a borrower pushes USDC utilization to ~100% around midnight every night, so end-of-day snapshots are unusable), sUSDe and sUSDS realized 7-day APY computed from on-chain share prices, and BTC/ETH perpetual funding rates from Binance, annualized. The sample covers the hot market of early 2025 (USDC borrow APR above 10%), the mid-2025 cooldown, the Kelp incident and the current recovery, so it spans several distinct demand regimes.\n\nSource: LlamaRisk, August 26, 2026\nThe hypothesis that utilization is positively correlated with external yield holds, but the two yield families behave differently. Perp funding correlates with utilization in levels (+0.24 USDC and +0.23 USDT for BTC, +0.27 and +0.31 for ETH). The yield-bearing stablecoin rates instead correlate with Aave borrow rates (+0.66 to +0.79 for sUSDe APY and the Sky Savings Rate) rather than with utilization. That is the shared easing cycle: stablecoin yields and Aave stablecoin rates all fell together from the double-digit levels of January 2025 to roughly 4% today, so their level correlation reflects a common macro factor, not a causal pull on Core utilization.\n6. Borrowers’ reaction is delayed\nWe measure transmission against forward debt growth. It is a quantity outcome, so both legs of the carry spread (external yield minus borrow APR) are behavioral: a high borrow APR slows borrowing (+0.10 to +0.17) and a high external yield accelerates it.\nThe yield sources separate cleanly:\n\nFunding rates lead borrowing. ETH funding correlates +0.21 to +0.32 with debt growth over the following 1 to 8 weeks on both reserves, BTC funding similarly at short horizons. The effect builds for roughly 3 to 4 weeks after a funding move.\nThe funding carry spread prices the effect: each percentage point of (funding minus borrow APR) maps to about +0.4 to +0.6% debt growth over the next week and +0.8 to +1.0% over the next month (correlations +0.17 to +0.31, R² is low, the relationship is noisy but consistent across reserves and horizons).\nsUSDe APY and the Sky Savings Rate do not lead borrowing on this sample. Yield-stable carry positions respond to spread compression when it happens (Section 7), but the level of stablecoin yields is not a usable leading indicator for Core demand.\n\n\nSource: LlamaRisk, August 26, 2026\n\nSource: LlamaRisk, August 26, 2026\nFor the proposed hike this means a 50bps Slope1 increase is, in isolation, a 0.5pp compression of every carry spread, which history maps to roughly 0.5% slower monthly debt growth. That is small next to the ~650M of organic borrow inflow since mid-June and consistent with the low per-address sensitivity found in Section 3. The practical implication is about timing rather than size: steps that land while funding is elevated will be absorbed, steps that land into a funding drought will bite hardest, and since the demand response builds over 3 to 4 weeks, spacing steps about a month apart is the shortest cadence that still lets the DAO observe the true response before the next step.\n7. Which positions repay first when rates rise\nWe classified every address that borrowed or repaid Core USDC or USDT since January 2025 (53k addresses, with the 600 largest closed accounts reclassified from their historical supply mix) by dominant collateral, and compared each cohort’s mean weekly net flow (borrows minus repays) in the 1-2 weeks after a rate rise ( >0.35pp over 14 days) against all other weeks. The sample contains 20 such post-rise weeks for USDC and 24 for USDT.\n\nSource: LlamaRisk, August 26, 2026\n\n\n\n\nCohort\nUSDC baseline\nUSDC post-rise\nUSDT baseline\nUSDT post-rise\n\n\n\n\nMajors (BTC/ETH and LSTs)\n+16.2m/wk\n-11.1m/wk\n+29.2m/wk\n-25.4m/wk\n\n\nYield stables (sUSDe, PTs, sUSDS)\n+1.3m/wk\n-12.6m/wk\n-12.3m/wk\n+41.1m/wk\n\n\nOther stablecoin collateral\n-1.6m/wk\n+3.1m/wk\n-3.1m/wk\n+2.1m/wk\n\n\n\nThree observations:\n\nMajors-collateral borrowers repay first. On both reserves they swing from steady net borrowing to net repayment after a rise, a swing of 27M (USDC) to 55M (USDT) per week. This is aggregate flow dominated by large accounts, and it is compatible with Section 3’s finding that most addresses hold: the median borrower does nothing, while a few large positions supply the week-scale rate response.\nUSDC yield-stable loopers also cut (a 14M/wk swing), and relative to their footprint (15B of gross flow vs 75B for majors) they are about 2.5x as rate-sensitive as majors borrowers.\nUSDT yield-stable loopers show the opposite sign because causality runs the other way there: the USDT rate rises of the sample were produced by the carry trade’s own expansion (the whale USDe positions from Section 2), and the inflow persisted after the rate had risen. This cohort keys off the carry spread, not the rate level, so it will unwind when the spread compresses regardless of which side moves.\n\n8. Specification\n\n\n\n\nInstance\nAsset\nCurrent Slope1\nRecommended Slope1\n\n\n\n\nAave V3 Ethereum Core\nUSDC\n4.00%\n4.10%\n\n\nAave V3 Ethereum Core\nUSDT\n4.00%\n4.10%\n\n\nAave V3 Plasma\nUSDT0\n4.00%\n4.10%\n\n\nAave V3 Base\nUSDC\n4.50%\n4.60%\n\n\nAave V3 Arbitrum\nUSDT\n4.00%\n4.10%\n\n\nAave V3 Avalanche\nUSDC\n4.00%\n4.10%\n\n\nAave V3 Avalanche\nUSDt\n4.00%\n4.10%\n\n\nAave V3 Monad\nUSDC\n4.00%\n4.10%\n\n\nAave V3 Monad\nUSDT0\n4.00%\n4.10%\n\n\nAave V3 MegaETH\nUSDm\n4.00%\n4.10%\n\n\nAave V3 BNB Chain\nUSDC\n4.00%\n4.10%\n\n\nAave V3 BNB Chain\nUSDT\n4.00%\n4.10%\n\n\nAave V3 Gnosis\nUSDC.e\n4.00%\n4.10%\n\n\nAave V3 Optimism\nUSDT\n4.00%\n4.10%\n\n\nAave V3 Linea\nUSDC\n4.00%\n4.10%\n\n\nAave V3 Linea\nUSDT\n4.00%\n4.10%\n\n\n\n\n\n\n\nInstance\nAsset\nCurrent Base\nRecommended Base\n\n\n\n\nAave V3 Ethereum Core\nUSDe\n0.00%\n1.00%\n\n\nAave V3 Avalanche\nUSDe\n0.00%\n1.00%\n\n\nAave V3 Mantle\nUSDe\n0.00%\n1.00%\n\n\nAave V3 Monad\nUSDe\n0.00%\n1.00%\n\n\nAave V3 Plasma\nUSDe\n0.00%\n1.00%\n\n\n\n9. Next Steps\nWe will implement these changes via the Risk Steward process. Between steps we will monitor borrowed amounts, deposit growth, and utilization on every in-scope reserve, and pause the schedule for any reserve that shows a contraction beyond its normal variability.\nDisclaimer\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: Stablecoin IRM Changes on Aave V3 / 2026.08.27","tag":"","information":{"proof":{"hash":"6cc1911ba750c77f1eebbe3124319dd8ca061b2bb8bac095dc95875ada471a18","mimeType":"image/jpeg","timestamp":1787817586}},"signed_metadata":"{\n  \"created_at\": 1787817414,\n  \"recorder\": \"Capture\",\n  \"spec_version\": \"2.0.0\"\n}","metadata_cid":"bafkreigozhbwft6mlvb7iyby4bjsxdx524sqxd42jfk3ksq64qashqxbwa","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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license plate readers (ALPRs) build a searchable map of everywhere a driver goes, fed into databases that police, ICE, and private vendors can query after the fact. Networked across a city, ALPRs are purpose-built to track everyone regardless of suspicion. ALPRs are not a surveillance tool that can be made safe with the right policy or feature update—they are irredeemably harmful.\nEFF's position is that ALPR mass surveillance—the indiscriminate, continuous collection and retention of location data on every driver, regardless of suspicion—should not exist. Because it nonetheless does, EFF also urges courts and state legislatures to impose strict, enforceable restrictions, such as warrant requirements and deletion deadlines.\nEFF's position is that ALPR mass surveillance—the indiscriminate, continuous collection and retention of location data on every driver, regardless of suspicion—should not exist. Because it nonetheless does, EFF also urges courts and state legislatures to impose strict, enforceable restrictions, such as warrant requirements and deletion deadlines. EFF applies every tool available to eliminate ALPR surveillance and the harm it enacts.\nThe Case Against ALPRs\nA note about scope: This post addresses ALPR mass surveillance. It does not address the wider universe of automated traffic enforcement (ATE) such as conventional red light and speed cameras that solely ticket a specific violation, without retaining or networking data on uninvolved drivers. But lawmakers and purchasers should guard against efforts by vendors to piggyback on ATE contracts to market ALPR mass surveillance systems.\nALPRs are frequently marketed as a narrow tool for specific purposes, such as recovering stolen vehicles. But in practice, these sensors sweep up data on every driver who passes a camera, and store it in searchable databases. That indiscriminate collection and retention is precisely why ALPR-fed surveillance systems can be easily weaponized against immigrants, political dissidents, and other targeted communities as ICE and other federal agencies escalate their assault on civil liberties. There is no configuration of an ALPR network that eliminates this risk, because the risk is the mass surveillance itself, not a misuse of it.\nOf course, ALPRs cause other predictable harms. Innocent drivers are recurringly arrested and menaced by police because of ALPR errors. Officers regularly abuse ALPR systems to stalk past and potential romantic partners. Creating any database of personal information—including ALPR surveillance databases—inherently creates risk of data theft and subsequent harm to data subjects. And ALPR surveillance of protests and targeting of activists chill participation in First Amendment-protected dissent. But even if these downstream harms could all be prevented (and they likely can’t), ALPRs would remain an intolerable form of mass surveillance.\nFighting on Every Front to Eliminate ALPR Surveillance\nAt the city level, EFF works with community members and decision makers to outright refuse ALPR purchasing. ALPRs are not inevitable. The same decision mechanisms used to facilitate runaway surveillance purchasing in U.S. localities can be turned against these systems to dismantle them.\nEFF also pushes state legislatures to establish strict state-level limits on ALPR surveillance, such as data-deletion rules and use restrictions. Building such constraints into statute can mitigate the harms of existing ALPR systems. \nIn courts across the country, EFF files amicus briefs arguing that warrantless police searches of ALPR databases violate the Fourth Amendment. In California state court, EFF and the ACLU of Northern California are suing on behalf of two community groups, SIREN and CAIR-CA, arguing that the San Jose Police Department's practice of letting officers search stored plate data—to the tune of over 100,000 times a year—without a warrant violates the California Constitution. We’ve also sued to block California law enforcement from sharing ALPR data with federal and out-of-state agencies, in violation of a California statute.\nA big part of EFF’s work is exposing the harms of ALPR surveillance. Our investigative team tirelessly collects information about how law enforcement uses ALPRs with public records requests, sues to enforce such requests, and publishes reports about them. We’ve also successfully lobbied for a State Auditor investigation of law enforcement’s use of ALPRs.\nCoordinated Action Against Mass Surveillance\nEFF practices integrated advocacy because all of these tools work best together. City refusals, statehouse restrictions, impact litigation, and investigative activism are different levers EFF pulls toward the same end: eliminating ALPR surveillance, and building the durable public power needed to keep it off our streets. 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industry is now racing to rebuild source code management for agents. We showed our answer at GitLab Transcend, but let’s reiterate why rebuilding the Git backend is only half the problem.Three things break when agents become the primary users of a Git server. Every developer running hundreds of agents hits the same wall, regardless of tools:The clone tax. An agent clones an entire repository to read a single file, then does it again for the next agent, and the next retry, transferring far more data than the task requires and burning context on a local grep or blame it shouldn't have needed to run. One agent invocation today can mean 5GB to 10GB transferred and 30+ seconds of setup, just to answer a single question.Concurrency collapse. Thousands of sessions hit a backend that was originally designed for human scale, producing bottlenecks and unpredictable availability.No isolation. Agents share accounts and one branch space, so they overwhelm the repository, leave no clean way to discard abandoned work, and keep no record of which agent did what.Our platform data shows how fast the pressure is building. Over the past year, our customers created 40% more CI/CD pipelines, and code pushes to GitLab.com were up 50%. While the secure repositories grew by 60%, codebase sizes have also grown by up to 500%.When we announced next-generation source code management (next-gen SCM) at GitLab Transcend in June, we walked through how Git, as an operational model, was not designed for the load agents placed on it. A few weeks later, new entrants, including Git hosts built specifically for agent-scale concurrency, are validating that claim independently. That convergence sharpens why rebuilding the Git backend is necessary, but on its own, it’s still not enough.What we’re building for agent scaleNext-gen SCM runs on the Git protocol for backward compatibility, with a redesigned backend and interfaces built for agents. Instead of cloning a full working tree, agents query the repository server-side for exactly what a task requires, with each agent limited to the minimum visibility its task needs. It’s the same Git compatibility and auditability with a different motor underneath.The architecture separates an intelligence layer (routing, caching, background work) from elastic compute that scales on demand and elastic object storage. Purpose-built read and write APIs let agents retrieve file, blame, and history data and commit changes without pulling the whole repository. Developers can run agents on any repo, fan them out by the thousands, and let them experiment safely. In practice, that means an agent gets a single batch-read instead of a full clone, a diff-stat request instead of clone-then-diff, and a last-commit-for-path lookup instead of clone-then-blame.This isn't designed for cloud-only. The compute and storage tiers talk to each other over the standard S3 API, so the same architecture that runs on GitLab.com runs on a customer's own infrastructure, whether that's a major cloud provider's object storage or a self-hosted, S3-compatible system running in a customer's own data center. For air-gapped, regulated, and sovereignty-constrained environments, that means the same horizontal scaling and consistency guarantees, without repository data ever leaving infrastructure the customer controls.In early internal testing, agents running against next-gen SCM showed:Up to 50x faster wall-clock timeUp to 2x fewer tokensUp to 1,000x less network trafficThese are ceilings, not guarantees, measured under our own testing conditions. The workload that actually stresses a Git backend at agent scale is concurrent reads and writes from many independent agents against the same repositories, sustained under load — so a number only means something if the test runs close to that target, the load generator isn't the bottleneck, and the full latency distribution is reported rather than a single best case.We hold our own results to that bar, and we'd encourage anyone evaluating this category to ask the same three questions of every number they're shown, including ours. That bar is built into the architecture itself, not only our test conditions. Storage maintenance compacts small artifacts into larger, frozen ones on a geometric schedule, which puts a hard ceiling on how much data any node has to fetch to catch up to the latest snapshot. With a 1GB freeze threshold and a 2x compaction ratio, that ceiling is 2GB, regardless of how large the repository has grown.Next-generation source code management is now in private beta, and here it is in action:\n  Rebuilding the backend is half the problemThe new entrants are building Git hosts: standalone destinations, or fast mirrors that sit in front of an existing host to absorb read traffic. That solves concurrency, and concurrency is a real problem. But it leaves two questions unanswered, and both are central to how we think about GitLab’s agentic infrastructure.The first is provenance. When agents push code, touch dependencies, and trigger deployments by the hundreds, the operative question stops being “did we scan?” and becomes “which agent did what, under which policy, and can we prove it?” Our agent APIs attribute every agent action to a specific workflow, model, and token. Every agent operation is routed through the same project authorization and role-scoped human-in-the-loop controls that already govern human contributors. Attribution and policy are platform properties, not repository features, so a standalone Git host isn't built to answer this natively.The second is what happens to the work after it succeeds. A successful agent experiment lives on a standalone host. On GitLab, next-gen SCM is a Git backend inside a platform that already runs CI, policy management, governance controls, and audit of the resulting code. When an agent's ephemeral experiment works, it graduates directly into a governed, observable production pipeline, without requiring a separate platform or destination.Next-gen SCM handles execution at agent scale. GitLab Orbit gives every agent and human context on the full software lifecycle as a knowledge graph, and GitLab Duo Agent Platform orchestrates governance and security around every agent action — so agents plan and carry out work across the full lifecycle, not just the Git operations. A faster Git backend hosts the code agents generate. Paired with GitLab's governance, lifecycle context, and orchestration, that code ships through the same CI, policy, and audit path as everything else in the platform.Every enterprise will hit this wallEvery customer will use agents for coding, and every customer running them at scale will run into the same limits described above, regardless of which models or tools they standardize on. That's what makes this an evolution within the infrastructure layer. The teams that move fastest in the agentic era will be the ones who can host, govern, and absorb agent output back into a lifecycle that was already built to ship trusted software.Get startedNext-generation source code management is in private beta. 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On the heels of dark mode, the tide has been moving out with a quieter application chrome, overall color reduction, and neutral controls. It can feel like loss, low tide always does. But low tide is also when you can see the shape of the shoreline clearly enough to build something new on it.What’s coming in is a user interface built for a different kind of work where you don't search for the right button, it surfaces at the moment you need it. This is a conceptual shift that needs room to breathe, and we’re clearing the way for it.Tech goes through cycles like this. Touchscreens replacing physical buttons felt like a loss at first, until gestures, voice, and haptics enabled a deeper kind of interaction and expression. Cords gave way to wireless and each generational change introduced real friction for a time. The tide going out isn’t the point, it’s the possibility of what comes in with it.Here’s what’s changed in the GitLab UI:Neutralized actions and controls (buttons, form controls, toggles, tabs) with increased contrastEnhanced instance theming addressing more surface areaNeutral palette update and tinted neutrals for themesNew bloom-style glow visual element draws attention to GitLab Duo interaction and moments requiring user inputThe journey to the new designOur version of that cycle started years ago when we removed many of the old Bootstrap variants and continued as we moved to design tokens. Instead of sharing a crowded palette, we scoped categories like actions, feedback, and controls more narrowly. Color in the product had a real problem of trying to do too many jobs at once and resulted in some screens feeling “lit up like a Christmas tree.” Generally speaking, enterprise software limits color so that when it shows up it means something. That’s the direction we’ve been iterating on for years.Changes like this are rarely perfect on the first pass. Something looks fine in review and initial testing, and problems only become apparent with broad use across the larger product surface area. A user might struggle to tell two states apart or locate a control, which can also hint at larger UX or composition problems worth fixing. That’s not unique to this rollout, it’s how iteration works. We keep a UI feedback issue and address comments.We’ve made it this far without a mention of AI, but here we go. A quieter, more reductive UI isn’t the goal in and of itself. The next UI wave won’t live solely in elements waiting to be clicked, it’ll live in intelligent, self-surfacing moments. An already loud UI drowns that kind of interaction out.We realize that not all of the changes will be received the same way, sometimes for subjective reasons, and at other times for very objective reasons. 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The reserve is not usable as collateral in normal mode and is enabled as collateral only within the stablecoin E-Mode category, at LTV 90.0% and LT 92.0%.\nSupply Distribution\n\nSource: LlamaRisk, August 25, 2026\nThe top twenty USDe suppliers run health factors between 1.01 and 1.51 with a median of 1.02, and 18 of the 20 carry outstanding debt. Fourteen borrow USDC and two borrow USDT0 against USDe collateral inside the stablecoin E-Mode category, so the cohort holds dollar-denominated debt against dollar-denominated collateral.\nRecommendation\nGiven sustained full cap utilization and the correlated stablecoin collateral and debt profile, we recommend increasing the supply cap from 100,000,000 to 120,000,000 on Aave V3 Monad. The proposed cap is approximately 1.20x current outstanding supply, landing at approximately 83.3% post-change cap utilization. Supply is concentrated, with the largest supplier holding 37.6% of the reserve and the top five holding 86.4%. The borrow cap is held unchanged at 36,000,000.\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\nUSDe\n100,000,000\n120,000,000\n36,000,000\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. 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