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AI Concept Stock News Flash: Computing Power Transforms into "New Collateral," Reforming AI and Crypto Value Chains Through Computing Power Collateralized Lending

Computing power is evolving from fixed assets of AI companies into collateralizable, tokenized financial assets. This paper examines GPU-backed financing in traditional credit markets to analyze how the financialization of computing power connects AI concept stocks with the DeFAI and RWA tracks, outlining its triple impact on valuation frameworks, and highlighting three major risks—technological iteration, fluctuations in computing power prices, and compliant custody—to provide investors with a

2026.10.13 · 60 Read
AI Concept Stock News Flash: Computing Power Transforms into
The main trend in AI concept stocks is undergoing a subtle shift: market attention is gradually moving from a simple "computing power arms race" to the "financialization of computing power assets." Computing power assets, centered around GPUs, are evolving from fixed assets in financial reports into financial instruments that can be collateralized, tokenized, and generate continuous cash flow on-chain. For investors tracking both the AI and crypto markets, the new narrative of "computing power collateralized lending" is tightly weaving together the AI concept stock sector with the DeFAI and RWA tracks, providing new clues for the sector's adjusted market performance. Computing Power Becomes a "New Collateral": A Quiet Asset Revolution Over the past two years, the most certain fact in the global AI industry is the shortage of computing power. GPU server clusters have become the core production means for AI companies, and a batch of cloud computing service providers has secured stable cash flow expectations through long-term computing power contracts. Against this backdrop, financing models based on GPU equipment and computing power contracts have first been successfully implemented in the traditional credit market—financial institutions have begun accepting the logic of "computing power as collateral," providing large-scale debt financing to computing power operators, thus opening a second funding channel for AI infrastructure expansion beyond equity financing. The core appeal of this model lies in the fact that computing power assets have clear outputs (training and inference service revenue), measurable utilization rates, and relatively transparent secondary market pricing, naturally possessing the "valuable and disposable" characteristics required of collateral. This is consistent with the early credit logic that used real estate, equipment, and accounts receivable as collateral, but the collateral has switched from bricks and cement to chips and data centers. The crypto world is not unfamiliar with this trend. Decentralized computing power markets have long attempted to integrate dispersed GPUs into global supply and demand networks, and with the maturation of oracles, on-chain risk control, and automated liquidation tools, "on-chain computing power" is moving from concept validation to scalable financial infrastructure. Computing power collateralized lending is the most critical link in this path. When Computing Power Meets On-Chain: The Intersection of DeFAI and RWA What is truly worth the attention of the crypto market is the deep migration of this logic onto the blockchain. Within the framework of DeFAI (Decentralized Finance driven by AI), the financialization of computing power shows several unique convergences: * Tokenization of Revenue Rights: Future service revenue from computing power clusters can be encapsulated as on-chain revenue certificates, allowing investors to share the cash flow generated from computing power leasing by holding tokens. This is a typical application scenario of the RWA (Real World Assets) narrative in AI infrastructure. * AI-Driven Dynamic Risk Control: Data such as GPU utilization, electricity prices, and computing power leasing rates can be uploaded to the blockchain in real-time via oracles. Lending protocols can dynamically adjust collateral ratios and liquidation thresholds based on this data, offering a finer assessment than static traditional credit and aligning more closely with the asset's true state. * AI Agent Automated Matching: Autonomous intelligent agents can automatically complete inquiries, asset verification, collateralization, disbursement, and liquidation between computing power suppliers and capital demanders, efficiently connecting fragmented computing power supply and demand and significantly reducing transaction friction. In other words, compute power collateralized lending has connected "AI concept stocks" and "crypto lending" into a complete value chain: upstream is the capital expenditure on compute power by AI companies, midstream is the securitization and tokenization of compute assets, and downstream is the earning certificate obtained by on-chain investors. Capital efficiency is repriced at every link in the chain, which is both financial engineering and a deepening of industrial division. Threefold Impact on the Valuation Framework of AI Concept Stocks First, from "shovel sellers" to "asset operators" The valuation logic of AI concept stocks that own self-built compute assets may expand from mere equipment sales or cloud service revenue to "asset financialization capability"—the ability to turn GPUs sleeping in data centers into income-generating, transferable, and financeable assets directly affects the company's return on capital and expansion speed. The market is beginning to realize that the value of the same GPU is not the same when placed on different balance sheets. Second, the revaluation of balance sheet elasticity Compute power collateralized financing provides funding options for capital-intensive AI companies beyond equity dilution. The market assessment of these companies may gradually shift from "cash burn rate" to "financing efficiency per unit of compute power," which is a structural advantage for leading enterprises with sound financial structures and high compute utilization, but it may also further exacerbate internal sector differentiation. Third, the shift in valuation anchors for the DeFAI sector For the crypto market, when compute power revenue becomes verifiable on-chain cash flow, the asset quality of DeFAI lending protocols significantly improves, and sector valuation is expected to shift from "protocol token speculation" to "real income-generating asset pricing," which is consistent with the logic of "application layer value capture" repeatedly emphasized by this site. A Cool Look: Three Unneglectable Risk Lines Technical iteration depreciation: The replacement cycle of GPUs is fast, and the residual value curve of collateral is steep. Once a new generation of chips achieves a performance leap, the collateral value of older equipment may rapidly shrink, triggering concentrated liquidation and amplifying volatility in the on-chain market. Compute power price volatility: Compute power leasing prices are significantly affected by supply and demand cycles. If the commercialization progress of AI applications is below expectations, the pressure on spot compute power prices will directly weaken the underlying cash flow, shaking the foundation of the entire collateral structure. Compliance and custody challenges: The determination of asset ownership on and off-chain, cross-border regulatory differences, and custody and auditing standards remain hurdles that must be overcome before the scaling of compute RWA. Investor Watchlist Monitor AI concept stocks that own self-built compute assets and have financing capabilities, tracking the marginal changes in their collateralized financing scale and interest rates; Pay attention to infrastructure projects that are deploying compute tokenization, compute oracles, and on-chain risk control, as they are the "water sellers" behind the DeFAI narrative; Track the proportion, utilization, and bad debt performance of compute-related collateral in mainstream lending protocols to verify the true substance of the new narrative; Be vigilant about the hype surrounding "compute power financialization," distinguishing assets with real cash flow support from purely narrative-driven securities. Conclusion: As computing power shifts from a cost item to an asset, the capital structure of the AI industry is being rewritten. For investors in AI concept stocks, this is an upgrade to the valuation framework; for the crypto market, it is a key move for the RWA narrative within AI infrastructure. While collateralized lending of computing power may not be the next immediate boom, the direction it represents—allowing the scarcest means of production in the AI era to circulate efficiently within the financial system—will likely become one of the main themes that the market prices repeatedly over the coming quarters. For funds that prefer a long-term, early-stage approach, now is the time to incorporate this new narrative into their research framework.

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