{"investigation":{"slug":"usd-ai","entity_name":"USD.AI (CHIP)","trust_score":42,"severity_base":null,"score_modifier":0,"confidence":0.55,"status":"published","content_type":"investigation","summary":"USD.AI is a decentralized lending protocol operated by Permian Labs that issues a stablecoin (USDai) and yield-bearing token (sUSDai) against GPU hardware and AI-infrastructure collateral, governed by the CHIP token. The protocol has attracted institutional-sized headline facilities (up to $500 million each with Sharon AI and QumulusAI) but independent analysis indicates only a small fraction of deposited capital is actually deployed into GPU-backed loans, with the remainder held in short-term Treasuries. CHIP, listed as a 5x perpetual on the beta Solana exchange Phoenix Perpetuals, has fallen roughly 65-70% from its April 2026 all-time high amid an approaching token-unlock schedule.","sections":[{"content":"USD.AI (marketed as \"USDai\") is a DeFi lending protocol built by Permian Labs that allows AI-infrastructure operators to post enterprise GPUs (e.g., Nvidia H100/H200/B200 hardware) or the offtake/revenue rights associated with them as collateral for loans denominated in USDai, the protocol's synthetic dollar. Depositors who supply stablecoins receive USDai and can stake it for sUSDai, a yield-bearing token whose returns are derived from interest paid by GPU-backed borrowers. CHIP is described as the governance token, with holders able to vote on eligible collateral types, interest-rate tiers, borrower eligibility, fee routing, and protocol upgrades.","heading":"Protocol Overview and Product Structure","sources":[{"url":"https://docs.usd.ai/governance/chip","name":"CHIP | USD.AI official docs","type":"official","credibility":1},{"url":"https://docs.usd.ai/usdai/how-it-works","name":"How It Works | USD.AI official docs","type":"official","credibility":1},{"url":"https://www.datawallet.com/crypto/usd-ai-chip-explained","name":"USD.AI Explained: CHIP Token, GPU-Backed Lending & Risks - Datawallet","type":"research","credibility":2}],"severity":"low"},{"content":"USD.AI is developed by Permian Labs, founded in 2021 by David Choi (CEO), Conor Moore, and Ivan Sergeev. The same three individuals previously founded MetaStreet, an NFT-collateralized lending protocol. A short-seller report from Bleecker Street Research (October 2026), focused primarily on Sharon AI, characterizes USD.AI as being \"operated by a team that previously ran MetaStreet, a collapsed NFT-lending protocol\" — this characterization of MetaStreet as \"collapsed\" could not be independently corroborated in this investigation and should be treated as an unverified, low-confidence claim from a single critical source. USD.AI/Permian Labs raised a $13 million Series A in August 2025 led by Framework Ventures, with participation reported from Dragonfly, Arbitrum, Big Brain Holdings, CMT Digital, Hermeneutic Investments, FWL Capital, and Flowdesk; some reporting also cites Bullish and an undisclosed YZi Labs investment. Coinbase Ventures is also reported to have invested in Permian Labs.","heading":"Team and Backers","sources":[{"url":"https://www.datawallet.com/crypto/usd-ai-chip-explained","name":"USD.AI Explained: CHIP Token, GPU-Backed Lending & Risks - Datawallet","type":"research","credibility":2},{"url":"https://www.bleeckerstreetresearch.com/research/shaz","name":"SharonAI (SHAZ): The CEO Mawson Accused of Self-Dealing Now Runs a Neocloud Built on Phantom Contracts and Questionable Financing - Bleecker Street Research","type":"research","credibility":2},{"url":"https://www.chaincatcher.com/en/article/2221052","name":"USD.AI developer Permian Labs receives investment from Coinbase Ventures - ChainCatcher","type":"news_article","credibility":2}],"severity":"medium"},{"content":"USD.AI has announced a series of large debt/financing facilities with AI-infrastructure operators. In January 2026, Sharon AI (an Australian AI infrastructure company, Nasdaq: SHAZ) announced it had secured a debt facility of up to US$500 million from USD.AI to fund GPU-backed data center expansion across Australia and the Asia-Pacific region, confirmed via an SEC Form 8-K exhibit filed by Sharon AI. QumulusAI separately announced a $500 million non-recourse financing facility arranged by Permian Labs through the USD.AI protocol. USD.AI's own materials describe these as having approved \"more than $1.2 billion\" in total guidance and non-recourse facilities across multiple counterparties (Sharon AI, QumulusAI, and Quantum Solutions). These figures represent approved or committed facility ceilings, not necessarily capital that has been drawn or deployed. Bleecker Street Research's October 2026 report on Sharon AI disputes the $500M figure's real economic weight, noting that USD.AI — described as a \"one-year-old DeFi protocol\" — had only approximately $284 million in total lending capacity at the time of its analysis, implying the $1.2 billion in aggregate approved facilities across all counterparties could represent a roughly 76% shortfall relative to actual protocol capacity. This is an allegation from a single critical-research source (a short seller with a financial interest in a falling Sharon AI share price) and has not been independently verified against USD.AI's on-chain loan book.","heading":"The $500 Million GPU-Backed Facilities (Sharon AI, QumulusAI)","sources":[{"url":"https://www.businesswire.com/news/home/20260122439371/en/Sharon-AI-Secures-up-to-US$500M-Debt-Facility-from-USD.AI-to-Support-GPU-Backed-AI-Infrastructure-Expansion-in-Australia-and-Asia-Pacific","name":"Sharon AI Secures up to US$500M Debt Facility from USD.AI - Businesswire","type":"news_article","credibility":2},{"url":"https://www.sec.gov/Archives/edgar/data/2068385/000182912626000444/sharonai_ex99-1.htm","name":"Sharon AI 8-K exhibit re: USD.AI facility - SEC EDGAR","type":"court_filing","credibility":1},{"url":"https://www.qumulusai.com/articles/qumulusai-secures-500m-non-recourse-financing-facility-through-usdai-to-accelerate-ai-infrastructure-growth","name":"QumulusAI Secures $500M Non-Recourse Financing Facility through USD.AI","type":"official","credibility":2},{"url":"https://www.bleeckerstreetresearch.com/research/shaz","name":"SharonAI (SHAZ): The CEO Mawson Accused of Self-Dealing Now Runs a Neocloud Built on Phantom Contracts and Questionable Financing - Bleecker Street Research","type":"research","credibility":2}],"severity":"high"},{"content":"Independent analysis published by Pine Analytics (\"The Bear Case for $CHIP\") states that as of its writing, USD.AI held approximately $656 million in deposits but only around $70 million actually deployed into active GPU-backed loans — roughly 10% utilization — with the substantial majority of deposited capital held in short-dated U.S. Treasuries rather than in the AI-collateral loans the protocol markets as its core product. The analysis argues that depositors are effectively earning Treasury-like yields while bearing smart-contract and protocol risk, and that CHIP's token launch (April 2026) priced in a roughly $300 million fully diluted valuation before the GPU-lending thesis had been proven at scale. Reported total value locked (TVL) figures for the protocol have varied considerably across different points in 2025-2026 (from roughly $62.7 million in August 2025 to over $500 million by late 2025 and approximately $343-685 million in various early-to-mid 2026 reports), reflecting either rapid but volatile growth or inconsistent reporting; this discrepancy itself warrants caution when evaluating protocol-size claims.","heading":"Capital Deployment: Deposits vs. Actual GPU-Backed Loans","sources":[{"url":"https://pineanalytics.substack.com/p/the-bear-case-for-chip","name":"The Bear Case for $CHIP - Pine Analytics","type":"research","credibility":2},{"url":"https://en.cryptonomist.ch/2025/08/27/usd-ai-explodes-to-62-7m-in-tvl-the-gpu-based-stablecoin-drives-non-dilutive-loans-for-ai/","name":"USD.AI explodes to $62.7M in TVL - Cryptonomist","type":"news_article","credibility":2},{"url":"https://www.stablewatch.io/research/usd-ai-deep-dive","name":"USD.AI (sUSDai) Explained: GPU-Backed Synthetic Dollar, Yield and Risk Analysis - StableWatch","type":"research","credibility":2}],"severity":"high"},{"content":"CHIP has a fixed maximum supply of 10 billion tokens and launched across multiple exchanges on April 21, 2026, with approximately 2 billion tokens (20% of total supply) circulating at and since launch. Reporting on the unlock schedule indicates investor and contributor allocations are fully locked for the first 12 months post-launch, meaning the bulk of the remaining ~7.93 billion tokens is not scheduled to begin unlocking until approximately April 2027, at which point the market will need to absorb substantially increased circulating supply. CHIP's all-time high was recorded within roughly 24-48 hours of launch, at approximately $0.14 (sources vary between $0.1189 and $0.1402 depending on the exchange/venue used for pricing), and the token corrected sharply in the following weeks. As of the time of this investigation, CoinGecko lists CHIP trading around $0.047, roughly 66% below its all-time high and about 117% above its all-time low of approximately $0.0216, with a circulating market capitalization near $94 million.","heading":"CHIP Token: Supply, Unlock Schedule, and Price History","sources":[{"url":"https://phemex.com/academy/chip-usdai-ai-compute-token-explained","name":"What Is CHIP (USD.AI)? AI Compute Token Explained - Phemex","type":"research","credibility":2},{"url":"https://www.onebullex.com/explore/is-usd-ai-chip-safe-to-buy-2026-risks-supply-unlock-ai-stablecoin","name":"Is USD.AI (CHIP) safe to buy in 2026? Risks, supply unlock - OneBullEx","type":"research","credibility":3},{"url":"https://www.coingecko.com/en/coins/usd-ai","name":"USD.AI Price: CHIP/USD Live Price Chart, Market Cap & News Today - CoinGecko","type":"on_chain","credibility":2}],"severity":"medium"},{"content":"Multiple crypto-media and explainer sources state that the USD.AI protocol has undergone security audits from unnamed \"top-tier\" firms with no high- or critical-severity findings reported, and that the project runs active bug-bounty programs on Immunefi and Cantina. This investigation was unable to locate a published, named audit report on a Tier 1 or Tier 2 primary source (e.g., an audit firm's own report repository) to independently verify the scope, firm identity, or findings referenced in these secondary summaries; this claim should be treated as unverified pending direct confirmation from USD.AI's own audit disclosures or the auditing firm(s) involved.","heading":"Security Audits","sources":[{"url":"https://www.datawallet.com/crypto/usd-ai-chip-explained","name":"USD.AI Explained: CHIP Token, GPU-Backed Lending & Risks - Datawallet","type":"research","credibility":2}],"severity":"medium"},{"content":"CHIP is listed as a leveraged (up to 5x) perpetual futures contract on Phoenix Perpetuals, a Solana-based on-chain perpetuals exchange built by Ellipsis Labs that was still operating in closed private beta as of its public unveiling at Solana Breakpoint 2025. Because Phoenix Perpetuals is a beta-stage, permissionless-style derivatives venue rather than a major regulated exchange, listing there does not itself constitute a signal of institutional vetting, and leveraged exposure to a token that has already fallen roughly two-thirds from its all-time high carries elevated liquidation risk for traders.","heading":"Phoenix Perpetuals Listing","sources":[{"url":"https://www.ellipsislabs.xyz/blog-posts/introducing-phoenix-perpetuals","name":"Ellipsis Labs: Introducing Phoenix Perpetuals","type":"official","credibility":2},{"url":"https://www.phoenix.trade/","name":"Phoenix Perpetuals","type":"official","credibility":2}],"severity":"medium"}],"timeline":[{"date":"2021","event":"David Choi, Conor Moore, and Ivan Sergeev found Permian Labs (also previously behind NFT-lending protocol MetaStreet).","source":"Datawallet","source_url":"https://www.datawallet.com/crypto/usd-ai-chip-explained"},{"date":"2025-08-27","event":"USD.AI reported TVL of approximately $62.7 million following its Series A raise.","source":"Cryptonomist","source_url":"https://en.cryptonomist.ch/2025/08/27/usd-ai-explodes-to-62-7m-in-tvl-the-gpu-based-stablecoin-drives-non-dilutive-loans-for-ai/"},{"date":"2025-08","event":"Permian Labs/USD.AI closes a $13 million Series A led by Framework Ventures.","source":"Datawallet","source_url":"https://www.datawallet.com/crypto/usd-ai-chip-explained"},{"date":"2026-01-22","event":"Sharon AI announces a debt facility of up to $500 million from USD.AI, disclosed via SEC 8-K exhibit.","source":"SEC EDGAR / Businesswire","source_url":"https://www.sec.gov/Archives/edgar/data/2068385/000182912626000444/sharonai_ex99-1.htm"},{"date":"2026-04-21","event":"CHIP token launches across multiple exchanges with approximately 2 billion of 10 billion total tokens circulating.","source":"Phemex","source_url":"https://phemex.com/academy/chip-usdai-ai-compute-token-explained"},{"date":"2026-04-22","event":"CHIP reaches its all-time high price shortly after launch.","source":"CoinGecko","source_url":"https://www.coingecko.com/en/coins/usd-ai"},{"date":"2026-05-18","event":"CHIP reported trading roughly 64% below its all-time high amid concerns over token-unlock overhang.","source":"OneBullEx","source_url":"https://www.onebullex.com/explore/is-usd-ai-chip-safe-to-buy-2026-risks-supply-unlock-ai-stablecoin"},{"date":"2026-10","event":"Bleecker Street Research publishes a short-seller report on Sharon AI alleging the USD.AI $500M facility significantly overstates USD.AI's real lending capacity, among other self-dealing allegations against Sharon AI's CEO.","source":"Bleecker Street Research","source_url":"https://www.bleeckerstreetresearch.com/research/shaz"}],"sources_used":[{"url":"https://docs.usd.ai/governance/chip","name":"CHIP | USD.AI official docs","type":"official","archive_url":"http://web.archive.org/web/20260826190426/https://docs.usd.ai/governance/chip","credibility":1,"archive_timestamp":"2026-08-26T19:04:26+00:00"},{"url":"https://docs.usd.ai/usdai/how-it-works","name":"How It Works | USD.AI official docs","type":"official","archive_url":"http://web.archive.org/web/20260511111614/https://docs.usd.ai/usdai/how-it-works","credibility":1,"archive_timestamp":"2026-05-11T11:16:14+00:00"},{"url":"https://www.datawallet.com/crypto/usd-ai-chip-explained","name":"USD.AI Explained: CHIP Token, GPU-Backed Lending & Risks - Datawallet","type":"research","archive_url":"http://web.archive.org/web/20260516144350/https://www.datawallet.com/crypto/usd-ai-chip-explained","credibility":2,"archive_timestamp":"2026-05-16T14:43:50+00:00"},{"url":"https://www.bleeckerstreetresearch.com/research/shaz","name":"SharonAI (SHAZ): The CEO Mawson Accused of Self-Dealing Now Runs a Neocloud Built on Phantom Contracts and Questionable Financing - Bleecker Street Research","type":"research","archive_url":"http://web.archive.org/web/20260722225552/https://www.bleeckerstreetresearch.com/research/shaz","credibility":2,"archive_timestamp":"2026-07-22T22:55:52+00:00"},{"url":"https://www.chaincatcher.com/en/article/2221052","name":"USD.AI developer Permian Labs receives investment from Coinbase Ventures - ChainCatcher","type":"news_article","archive_url":"http://web.archive.org/web/20260123073916/https://www.chaincatcher.com/en/article/2221052","credibility":2,"archive_timestamp":"2026-01-23T07:39:16+00:00"},{"url":"https://www.businesswire.com/news/home/20260122439371/en/Sharon-AI-Secures-up-to-US$500M-Debt-Facility-from-USD.AI-to-Support-GPU-Backed-AI-Infrastructure-Expansion-in-Australia-and-Asia-Pacific","name":"Sharon AI Secures up to US$500M Debt Facility from USD.AI - 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