Japan's Chip Frenzy and RWA Capital Absorption: AI Premiums Rewrite On-chain Transactions

CN
2 hours ago

On September 7, 2026, the macro narrative compressed into a few urgent news updates on the screen: before the Tokyo market closed, three Japanese chip stocks, Kioxia, SoftBank Group, and Lasertec, surged synchronously, with daily increases of approximately +7.3%, +5.4%, and +8.2%, respectively, and the market directly categorized them as “winners in the AGI supply chain.” Almost at the same time, Jensen Huang announced that the GPT-6 Astra, trained with about 100,000 NVIDIA Grace Blackwell NVLink72 GPUs, signified that “AGI has arrived,” pushing the story of computational power arms race into a more extreme version, which is less of a technology milestone and more a signal of the repricing of global tech stock risk premiums. On-chain, over the past seven days, the market capitalization of tokenized stocks rose by approximately $187.8 million, the market for tokenized funds increased by about $21 million, while tokenized commodities decreased by around $24.2 million, indicating that funds were retreating from “on-chain oil and metal” to “on-chain equities,” with structural preference for equity RWA precisely etched in these data sets. On the same day, calming news emerged from the Middle East about the Strait of Hormuz: Iran and Oman reached an agreement on maritime passage, expected to be formally signed in the coming days. This waterway, which carries about 20% of global oil transport, even a temporary easing of tense sentiments could significantly alter the slope of energy and inflation expectations. The mutual distrust surrounding related statements between the US and Iran reminds traders that this easing itself is still a risk pricing process rather than a conclusion. Under this puzzle of "Japanese chip surge + AGI declaration + RWA equity fundraising + Strait of Hormuz easing," BTC's dual role as an inflation hedge and a high-risk asset, ETH and other high beta on-chain assets' following of tech stock risk appetite, and the on-chain funding structure that is primarily dollar-pegged, will be forced to recalculate risk premiums and capital flows in the next few trading days.

Linkage of Japanese Chip Surge and AGI Declaration

On September 7, when Kioxia, SoftBank Group, and Lasertec recorded daily increases of about +7.3%, +5.4%, and +8.2% (according to a single source), the market did not see three isolated Japanese tech stocks but a complete AI computational power supply chain being collectively revalued. Kioxia holds critical global NAND flash memory production capacity, providing underlying storage for the massive data generated post training of large models; Lasertec is positioned in the front-end link of EUV lithography detection equipment, serving as a "gate" for whether high-end AI chip manufacturing can scale up; SoftBank embeds itself in the command center of the global CPU and AI chip ecosystem through deep involvement with Arm. The simultaneous rise in the stock prices of these three companies is understood as "an industrial chain from chip design and manufacturing to data storage," providing a more aggressive price signal for AI computational power investment in the coming years.

On the same day, Jensen Huang publicly declared that "AGI has arrived," explicitly naming the GPT-6 Astra trained using about 100,000 Grace Blackwell NVLink72 GPUs. In the eyes of investors, this statement virtually equated to: the computational power arms race will not peak in the short term, and the AI struggle will continue to expand into a higher capital expenditure slope. Thus, the single-day surge of Japanese chip stocks and the AGI narrative packaged into a larger macro story of "super long-term technology prosperity" - elevating not only the valuation anchor of global tech stocks but also lowering investors’ assumptions about future discount rates. In such an emotional atmosphere, BTC's high-risk asset nature was reactivated, while ETH and other high beta on-chain assets were more easily grouped into the same "technology risk asset basket," allowing marginal funds to rotate between equity and on-chain exposures rather than adopting a defensive balance sheet contraction. This cross-asset, cross-market narrative resonance itself is a clear signal of the reopening of risk appetite.

AI Premium Boosting Tech Risk Appetite

When on September 7 Kioxia, SoftBank Group, and Lasertec respectively surged by about +7.3%, +5.4%, and +8.2%, while Jensen Huang's statement about "AGI has arrived" and the training scale of 100,000 Grace Blackwell GPUs emerged in the same news cycle, the market rapidly established a top-down storyline: the AI computational power arms race is no longer just an individual company action but a long-term prosperity logic for the entire tech and chip sector. This storyline first manifested in valuation premiums for Japanese chip stocks and leading US AI stocks, then spread across all high beta assets marked as “tech narrative extensions” through the global basket of growth stocks – among which, ETH with a “tech sandbox” label and on-chain AI themed tokens naturally got included in the same risk asset portfolio.

From this composite perspective, capital rotations are no longer simple switches between stocks and bonds, but a tug-of-war between different vehicles of "computational power and algorithms": on one end are Japanese chip stocks and US AI leaders, and on the other end are ETH, AI tokens, and on-chain tech exposures represented by equity RWA. Historically, global tech growth stocks and BTC often show correlated fluctuations during risk appetite cycles. When AI-related capital expenditures are seen as a certain long-term trend, investors are willing to regard BTC as a "tech cycle leverage" that combines both inflation hedging and high-risk properties, while seeing ETH and certain AI tokens as extensions of the tech sector on-chain. In the same round of emotional warming, both BTC and ETH's risk premiums and volatility are synchronously elevated. The difference lies in that as the AGI narrative thickens, the fundamentals of traditional tech stocks become clearer, while on-chain assets are more easily categorized on the side of “narrative premium exceeding cash flow.” The volatility of BTC/ETH may remain highly synchronized with tech stocks in direction, but in magnitude, it may exhibit phase dampening or amplification, depending on whether incremental funds are willing to cross the risk discount between equity and on-chain. This crossing itself will become the most critical trading variable in the next few risk appetite cycles.

Equity RWA Absorbing Capital from AI Premium

When Japanese chip stocks surged under the AGI narrative, on-chain funds had already responded with flows from the past 7 days. According to Token Terminal data, the market capitalization of tokenized stocks increased by approximately $187.8 million, becoming the highest growth segment among all on-chain physical asset sectors; during the same period, tokenized funds only increased by about $21 million, while the market capitalization of tokenized commodities decreased by about $24.2 million. This is a clear structural differentiation line: equities and funds received net inflows, while the commodities sector recorded net outflows, indicating that within RWA, funds are transitioning from "resources and inflation hedging" to "tech and equity premium" risk baskets. On-chain investors are no longer satisfied merely expressing bets on tech cycles via BTC/ETH; they are directly pursuing equity-side AI premiums.

Tokenized stocks essentially transfer the chips of the traditional stock market onto the chain, allowing token holders to establish synthetic exposure to equity assets like tech stocks and funds within the same wallet and settlement system. As these transactions usually utilize on-chain dollar assets as the main settlement tool, the continued absorption of equity RWA will rewrite the entire funding structure on the chain: part of the liquidity originally halted in the "dollar-denominated settlement pool" is being locked in stocks and fund tokens, while another part may directly migrate from more volatile assets like BTC and ETH in exchange for equity notes that can accommodate Japanese chip stocks and the global AI industry's premium. The result is that the proportion of on-chain dollar assets in total market capitalization rises, while the relative allocation weight of BTC/ETH to RWA is passively adjusted downwards. Risk appetite shifts from being merely a binary choice of "whether to leverage and buy crypto" to "how to rearrange the portfolio between on-chain tech stocks, on-chain equities, and on-chain high beta assets." This rearrangement will directly dictate whether BTC/ETH is regarded as the main battleground in the next AI premium cycle or seen merely as high-volatility training partners for equity RWA.

Easing in Hormuz and Energy Risk Asset Game

At the same time as equity positions on the chain are being rearranged, another global macro artery signaled an easing. Mohsen Rezaei, the Secretary of Iran's Supreme National Security Council, announced that Iran has reached an agreement with Oman on the maritime passage map for the Strait of Hormuz, expected to be formally signed in the coming days - this waterway, carrying around 20% of global oil transport, once the “shipping route becomes predictable,” the premiums written into the oil prices due to geopolitical conflicts will start to be recalibrated. However, Iran simultaneously emphasized that the US must first gain its trust to continue negotiations, while the US publicly remarked that parts of the statements regarding the Strait's reopening are "pure lies." The coexistence of easing and tearing means that energy risk premiums will not instantly return to zero, but rather retreat from the extreme scenario of "immediate blockade" to a range-game scenario of "negotiation draw."

In trading circles, this shift from extreme risk to range risk is first reflected in oil prices and inflation expectations: the tension in Hormuz decreases, reducing the tail risks to energy supply, and the highest scenarios of imported inflation are weakened, thereby lowering the probability of a "significant rise" in the global interest rate path. The outcome is a slight adjustment in the funding structure betting on "inflation hedging": some funds that were willing to pay a premium for BTC’s “digital gold” label begin to divide their positions into a combination of on-chain tech stocks, equity RWA, and high beta crypto assets, transforming BTC from a tool for "hedging oil price battles" into a member of the "risk asset basket." Meanwhile, ETH and other high beta assets more directly benefit from a warming risk appetite after the easing of rate and inflation expectations, appearing to investors as high-growth chips in the same vein as Japanese chip stocks and tokenized tech stocks. Every shift in the winds of the Strait of Hormuz will ultimately be recalibrated into weight adjustments between BTC’s hedging premium and ETH’s growth premium; the direction of these weights will become a core variable reflecting the next phase of energy and crypto market interlinkages.

Tokyo Stock Market’s On-Chain AI Risk Trading

Within the same timeframe, the rapid rise of Japanese Kioxia, SoftBank, and Lasertec, Jensen Huang's declaration of "AGI has arrived," and the approximately $187.8 million incremental funds in equity RWA over the past week collectively pulled market sentiment towards a mainline of "super long-term AI prosperity"; the Strait of Hormuz agreement yet to be signed and energy and inflation expectations still unsettled, added a layer of cost curve that could potentially reverse at any moment under this mainline. The result is that the Tokyo chip spot market, on-chain equity RWA, and BTC/ETH are priced in the same risk basket: the former provides a real anchor of computational power and earnings, while the latter absorbs the spillover growth premium and hedging premium. In trading, BTC resembles an insurance chip against the possible failure of the Hormuz negotiations and a renewed rise in oil prices, while ETH and tokenized stocks stand at the high beta end of the AGI narrative, with equity RWA serving as a tool to express exposure to tech stocks directly on-chain; dollar-pegged assets remain the primary settlement and observation positions. When equity RWA continues to absorb capital and commodity RWA maintains outflows, the reallocation of on-chain funds between BTC, ETH, equity RWA, and dollar assets will decide whether this round of AI premium is a structural migration or a short-term emotional fluctuation. Moving forward, it will be essential to keep an eye on whether Japanese and global chip stocks maintain their strength, whether net inflows into tokenized stocks can be sustained, the signing and execution rhythm of the Hormuz agreement, and the intensity variations in computational power investments surrounding AGI; as these combinations of variables will directly rewrite the risk weights of BTC and ETH, the valuation center of equity RWA, and the defensive ratio of on-chain dollar positions.

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