# Supply Related Articles

HTX News Center provides the latest articles and in-depth analysis on "Supply", covering market trends, project updates, tech developments, and regulatory policies in the crypto industry.

The Biggest AI Black Hole: After Anthropic's Annual Revenue Hits $1 Trillion, Compute Power Prices Soar 10x

The article explores the potential for a dramatic surge in compute prices driven by the AI industry's explosive growth. It highlights a provocative prediction by tech podcaster Dwarkesh Patel: if AI labs like Anthropic continue their rapid revenue growth (projected to reach $1 trillion annually) while compute supply only expands at about 3x per year, the price of computing power could skyrocket by 10x or more. The core argument is a paradigm shift: GPUs are transitioning from mere hardware tools to carriers of "digital labor." If a single H100 GPU can host an AI agent capable of replacing a top-tier software engineer (with a Silicon Valley salary of $250k), its economic value should be recalibrated accordingly. Currently, the annual rental cost of an H100 is around $16k, creating a massive 15x valuation gap—a "labor arbitrage black hole." This imbalance stems from a critical mismatch: AI capabilities and commercial revenue are growing faster than the physical infrastructure (chips, data centers) can be built. With compute supply constrained by physical limits like chip manufacturing capacity, and demand soaring, prices are pressured upward. The piece further argues that expensive compute incentivizes using the most capable (and expensive) AI models, as cheaper, less efficient models waste more costly compute time—a phenomenon linked to the Alchian-Allen effect. Counterarguments are noted, suggesting AI's value may be capped in physical-world applications and that history often disproves predictions of resource scarcity. However, the response is that compute supply lacks the elasticity of traditional commodities. The conclusion is that before compute potentially becomes cheap and abundant, the industry may face an intense period of compute inflation and an arms race for this strategic resource.

marsbit08/04 13:56

The Biggest AI Black Hole: After Anthropic's Annual Revenue Hits $1 Trillion, Compute Power Prices Soar 10x

marsbit08/04 13:56

Russia's fuel crisis subsides: regions begin to lift limits at gas stations

Russia's fuel crisis is showing signs of abating. Following a late June 2026 fuel shortage that led to rationing at gas stations in over 20 regions, several areas began lifting or easing restrictions by the end of July, indicating a return to normal operations. Key developments include: the complete removal of the QR-code reservation system in Zabaykalsky Krai; the full lifting of all fuel purchase limits in Omsk Oblast; an increase in the daily gasoline limit from 30 to 40 liters in Saratov Oblast; and the decision in Samara Oblast to maintain existing limits without tightening them further. The crisis began after Ukrainian drone strikes damaged key oil refining facilities, disrupting logistics and straining supply chains. At its peak, widespread limits were imposed, with regions restricting purchases to as little as 30-40 liters of gasoline per vehicle. Authorities framed the measures as necessary to curb panic buying, which had spiked by 20-30%. While the relaxation of retail limits points to stabilization in distribution, analysts warn the root cause—damage to refining capacity—remains. Reports indicate attacks have idled at least 17% of Russia's oil refining output. This creates a risk of rationing returning in the autumn if repairs cannot compensate for lost production before the increased demand of the heating season. The sustainability of the current recovery remains uncertain.

cryptonews.ru08/01 08:06

Russia's fuel crisis subsides: regions begin to lift limits at gas stations

cryptonews.ru08/01 08:06

SemiAnalysis on the Epic Plunge: It's Not Over Yet

SemiAnalysis Weekly discusses the recent sharp correction in the semiconductor market after a historic first half. Analysts Doug O'Loughlin and Dylan note that despite healthy fundamentals, markets like South Korea's KOSPI have plunged 40%, wiping out leveraged retail investors. A core debate focuses on AI demand versus supply constraints. Dylan cites SemiAnalysis's internal use of AI coding agents, leading to a 100x increase in AI spending, as evidence of powerful demand. Doug agrees demand is strong but questions its exact magnitude, calling it a "trillion-dollar question." His primary concern is physical and financial bottlenecks: a shortage of 100,000 electricians in the US, massive $450B in corporate debt issuance by hyperscalers (funded by a shrinking pension pool), and labor/scale limits in regions like Taiwan, where TSMC constitutes 20% of GDP. The conversation covers market dynamics, including the typical semiconductor cycle where over-ordering leads to crashes, China's growing memory capacity, and the potential for older chips like the H100 to lose value as models scale. Politically, AI is seen as a likely scapegoat in upcoming elections, though not a top-tier voter priority. The analysts conclude that while the long-term potential is significant, the scaling path is narrowing. The challenge is matching exponential compute demands with real-world constraints on capital, labor, and permits, risking scenarios where massive investment outpaces near-term revenue generation.

marsbit07/30 09:46

SemiAnalysis on the Epic Plunge: It's Not Over Yet

marsbit07/30 09:46

USDT Supply Shrinks by $5.5 Billion While Stablecoin Turnover Hits Record High

The supply of stablecoins has contracted for the first time in years, with total market capitalization falling 4.3% from its May peak to $308.5 billion. Despite this decline, June saw a record $1.83 trillion in adjusted transaction volume for stablecoins, a 60% increase from May. This divergence suggests a shift in usage patterns: less capital is sitting idle, while the remaining supply circulates more rapidly through payment and trading systems. Specifically, the supply of Tether's USDT decreased from approximately $189.54 billion to $184 billion between May 1 and July 29, while Circle's USDC supply fell from $77.27 billion to $72.41 billion. Part of this capital appears to have moved into tokenized Treasury products, a sector whose value has grown to over $16 billion, partly driven by regulations like the 2025 GENIUS Act that prohibit interest payments on payment-focused stablecoins. Transaction velocity is emerging as a key metric, with stablecoins now turning over about six times per month—double the rate from two years ago. USDC, despite having a smaller supply than USDT, processed about $1.21 trillion in adjusted volume in June, leading in settlement activity. While a significant portion of on-chain volume may not represent genuine economic payments, identifiable real-world payments have grown sharply, reaching an estimated $390 billion in 2025. The data indicates stablecoins are evolving from static collateral into active financial infrastructure.

cryptonews.ru07/29 20:25

USDT Supply Shrinks by $5.5 Billion While Stablecoin Turnover Hits Record High

cryptonews.ru07/29 20:25

SUI Faces Daily $15 Million Token Unlock, While BEAT Leads $81 Million Token Release Wave This Week

The article discusses significant token unlocks planned for this week in the crypto market. According to Cryptorank, seven assets, including $SUI and $BEAT, are set for major releases. Analyst account Top7 estimates a $74.9 million one-time unlock for $BEAT on August 1, constituting about 2.12% of its circulating supply. $EIGEN and $KITE will also unlock on the same day for $7.65M and $6.08M respectively, with $BTW and $ZAMA following on August 2 for a combined $13.24M. In contrast to these large, concentrated unlocks, the $SUI token follows a different, continuous daily vesting mechanism, distributing approximately $15.4 million worth of tokens weekly into circulation among community reserves, early contributors, and the Mysten Labs treasury. This gradual release is seen as less likely to cause immediate selling pressure compared to one-time events. As of July 29, $SUI trades at $0.69 with a market cap of around $2.78 billion. The piece explains that large unlocks are important for traders as they increase the pool of tokens available for sale, potentially creating downward price pressure if supply outpaces demand. This effect is considered strongest for "cliff" unlocks like $BEAT's. Despite being a regular feature on unlock trackers due to its volume and vesting schedule, $SUI's ecosystem has shown independent growth, including a reported influx of $65 billion in stablecoin volume following a recent fee reduction. A key test will be whether $SUI's price holds steady from August 1-2 amidst the concentrated unlocks of other tokens.

cryptonews.ru07/29 17:51

SUI Faces Daily $15 Million Token Unlock, While BEAT Leads $81 Million Token Release Wave This Week

cryptonews.ru07/29 17:51

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