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demand

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Flash

first_img Analyst Jukan: Storage and computing power will fluctuate in the same direction, local AI may meet the demand

Analyst Jukan published a discussion on the storage industry's cycle, believing that computing power and storage will tighten or loosen in sync, and that there will not be a situation where computing power is continuously in short supply while storage alone turns to surplus. He also stated that the logic of shorting storage while going long on hard drives does not hold, as hard drives are tied to the storage cycle; if this cycle declines, hard drives will struggle to remain secure on their own.Jukan noted that the market lacks a clear judgment on trends after 2027. Historically, prices often peak one to two quarters before supply increases, followed by an expansion in shipments and a contraction in profit pools. He believes that this cycle is different from those of personal computers, smartphones, and general-purpose servers, as the products used are not standardized, and the triggering factors are also different. Some investors who still view storage through the lens of past experiences of profits during upswings and losses during downswings dominate pricing, leading to a low valuation of storage. He stated that a sharp collapse similar to previous ones is unlikely to reoccur, but a gradual decline is possible; even if Samsung and SK Hynix's profit margins are halved from current levels, the price-to-earnings ratio may still be in the teens, about half of the valuation of hard drive companies.He also believes that when storage prices decline, other demands will absorb supply at various price levels, with local AI-driven personal AI demand expected to emerge. If the storage prices pushed up by hyperscale cloud providers cannot be controlled, local AI will struggle to spread. Referring to the transition from mainframes to personal computers and from cloud to smartphones, he anticipates that this AI cycle will shift from cutting-edge laboratories to local open-source AI, with the latter absorbing storage demand. He simultaneously stated that storage prices will not remain high for over ten years; prices will eventually decline, but new consumer demands driven by local AI and open-source initiatives may provide bottom support.

first_img Grayscale Research Director: Cheaper Proxy AI Will Drive Up Computing Power Demand

Grayscale's Research Director Zach Pandl stated in his column The Stack on October 8 that the rising demand for AI is due to decreasing usage costs and technology's ability to perform tasks more autonomously, thereby increasing the demand for computing power and the physical infrastructure that supports AI. Lower costs can unleash more AI activities, and the low-cost competition of open-source weight models is driving down token prices, making cheaper intelligence economically viable for more applications and automated workflows.The article cites that Anthropic's latest Sonnet model claims to reduce the cost of each task by up to 30%; OpenAI's always-on agent dots, launched on September 29, can work towards user goals around the clock, potentially significantly increasing the demand for computing power. Pandl compares that chatbots primarily answer questions, while agents execute multi-step processes to achieve goals, with tasks like preparing for client meetings potentially consuming 5 to 50 times the tokens of a single chat interaction, and always-on agents may extend processing beyond a single conversation.Pandl cites Goldman Sachs' prediction that by 2030, token consumption could increase 24 times, primarily driven by agents; even with improved efficiency, if usage grows faster, the total demand for computing power may still rise. He points out that digital activities still rely on physical infrastructure that requires time to deliver, such as electricity, data centers, and GPUs, and cheaper AI can coexist with tight computing power supply, mentioning that CoreWeave recently signed new contracts at higher computing power prices. His conclusion is that cheaper intelligence and stronger agents may expand use cases and usage enough to offset efficiency gains, thereby supporting the demand for scarce computing power and benefiting its owners.

first_img Breez: AI coding agency drives Bitcoin integration demand surge by approximately 14 times

Bitcoin software company Breez stated that since AI coding agents have become mainstream, the demand for its developer tools has surged significantly, with consulting requests increasing by approximately 14 times. Developers and the AI agents they deploy are seeking to integrate Bitcoin payments into their applications. Breez directly attributes this growth to Anthropic's Claude Code, which was launched as a research preview in February 2025 and officially opened three months later.Breez noted that before 2025, potential partners mainly fell into three categories: staunch Bitcoin enthusiasts, crypto developers, and fintech companies that view Bitcoin as an asset class. Since the launch of Claude Code, many developers with little to no Bitcoin experience have begun to inquire, with demand coming from fitness applications, messaging apps that want users to transfer money to each other, eSIM services for travelers, and a team developing a mushroom identification app. Breez stated that these developers often choose Bitcoin for its speed, as traditional payment processing involves bank accounts and cross-border transfers, which can take weeks or even months, while its SDK can be operational in just a few minutes.Breez mentioned that an increasing number of inquiries are coming from software rather than humans, as coding agents often represent the companies deploying them in making requests. The company believes that agents prefer Bitcoin because it is permissionless; agents can build applications and set up payments for global users without needing to open bank accounts, go through approvals, or sign documents. Breez stated that its latest SDK, built on the Bitcoin scaling protocol Spark, has successfully handled the increased traffic.

first_img NEAR co-founder Polosukhin: On-chain tool expansion, demand for centralized exchanges is decreasing

Illia Polosukhin, co-founder of NEAR Protocol, stated in a live interview at the Digital Asset Summit 2026 held in Singapore that as near.com continues to expand its on-chain services, users no longer need centralized exchanges for "a large amount" of crypto activities. He mentioned that near.com is "almost ready" and has a "large roadmap for continuously adding features," including bank withdrawals, transaction records for tax purposes, and selective disclosure for confidential transactions. He also shared his experience using centralized exchanges, stating that despite knowing the company's CEO, one of his accounts was still deleted.near.com integrates cross-chain spot trading, tokenized stocks, wealth management products, and perpetual contracts into a single interface. Polosukhin indicated that most of the infrastructure for NEAR Intents has been migrated to confidential sharding, keeping transaction activities private, and users can disclose individual transactions when needed. He mentioned that near.com has a lot of fiat-related features coming soon and referenced the collaboration between NEAR and Monerium, allowing users to convert euros in their bank accounts to EURe via IBAN. The ultimate goal of NEAR Intents is to handle "any asset to any asset," such as USD to EUR, SGD to HKD.Regarding tokenized stocks, near.com completed integration with Ondo Finance in September, allowing users to convert euros into tokenized NVIDIA stocks, with NEAR planning to add more stocks from global markets.
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