# Сопутствующие статьи по теме Supply

Новостной центр HTX предлагает последние статьи и углубленный анализ по "Supply", охватывающие рыночные тренды, новости проектов, развитие технологий и политику регулирования в криптоиндустрии.

The First Year of Computing Power Inflation: The Cheaper DeepSeek Gets, the Harder It Is to Stop This Round of Price Hikes

The year 2026 marks the beginning of "computing power inflation." While AI inference costs have dropped by over 80% in 18 months globally, China's three major cloud providers—Alibaba Cloud, Baidu AI Cloud, and Tencent Cloud—simultaneously announced price hikes of 20–30%. This reflects a deeper structural shift driven by Jevons Paradox: as unit costs fall (e.g., via models like DeepSeek-R1), demand explodes, especially with the rise of reasoning models and AI agents that consume 10–50x more tokens per task. Although DeepSeek open-sourced its model weights, it did not release its inference optimization stack, leaving a significant engineering efficiency gap between cloud providers and smaller players. The big three are leveraging this advantage to reposition: Alibaba focuses on high-margin premium clients, Baidu filters out low-value users, and Tencent capitalizes on ecosystem lock-in. Meanwhile, ByteDance’s Volcano Engine adopts a more moderate pricing strategy to capture displaced customers. Unexpectedly, the price surge is pushing large enterprises toward self-built computing solutions once their cloud bills exceed a certain threshold. While cloud providers aim to boost profitability, they risk driving away innovative startups and accelerating competition from GPU leasing and domestic hardware providers like Huawei. The涨价 trend is expected to persist for 2–3 years, fueled by rising token consumption from reasoning models, AI agent adoption, and NVIDIA export restrictions. The inflection point depends on whether domestic chips can match NVIDIA’s efficiency, likely around 2027–2028. Until then, cloud providers will maintain pricing power, and the key for AI companies is to optimize token usage—the real moat in this era.

marsbit04/17 01:16

The First Year of Computing Power Inflation: The Cheaper DeepSeek Gets, the Harder It Is to Stop This Round of Price Hikes

marsbit04/17 01:16

Bank of Korea Interprets the AI Semiconductor Cycle: The Most Dangerous Signal Lies in Financing

The Bank of Korea (BoK) released a report examining the sustainability of the current AI-driven semiconductor supercycle, concluding that the expansion is likely to continue until at least the first half of 2026. The report highlights three key differences from past cycles: unprecedented demand growth (driven by HBM and AI accelerators), severely constrained supply (due to complex HBM production and conservative industry expansion), and a significantly larger and longer supply-demand gap. Five critical factors will determine the cycle's longevity: 1. The profitability of AI investments, as market focus shifts from market share capture to earnings. 2. The ability of major tech firms to secure financing, with internal cash flows already insufficient to cover massive CAPEX, leading to increased corporate debt issuance and risky vendor financing structures reminiscent of the telecom bubble. 3. Uncertain impact of AI model efficiency improvements, which could either reduce per-unit demand or increase total consumption. 4. Expansion speed of major memory manufacturers, with significant new capacity from SK Hynix, Micron, and Samsung only expected from late 2027. 5. Ramping production from Chinese manufacturers, whose DRAM market share is projected to grow rapidly, pressuring prices. The report warns that financing fragility—evidenced by rising CDS spreads, off-balance-sheet SPV financing, and redemption halts in private credit funds—is the most critical risk. While the cycle remains robust through 2026, pressures are expected to build in 2027, with a heightened risk of overcapacity by 2028.

marsbit04/13 08:51

Bank of Korea Interprets the AI Semiconductor Cycle: The Most Dangerous Signal Lies in Financing

marsbit04/13 08:51

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