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Anthropic recently released the latest research on verifiable AI outputs and introduced the new system FlashProve.When explaining how related capabilities can be implemented in real production environments, the document references the Ethereum ecosystem L2 Mantle as a use case, and in the public research of leading AI laboratories, Mantle is regarded as one of the on-chain production practices that can be referenced.

According to reports from People's Financial News, Bao Chengchao, the chief strategist of the research department at CITIC Securities, pointed out in his latest insights that, compared to the global market, the valuation of domestic large-cap blue-chip stocks is at a relatively low level. The A-shares market is the only one among the U.S., Japan, South Korea, and A-shares where the AI relative to non-AI valuation premium is still higher than the historical mean. As of October 22, 2026, the PE ratio of A-shares for AI/non-AI is 4.4 times, which is at the 82nd percentile since 2016, while the same indicator for the U.S., Japan, and South Korea has fallen to the 1%, 17%, and 24% percentiles, respectively.The AI premium in overseas markets has largely been absorbed by the rise in non-AI valuations. The PE ratios for non-AI non-financial leaders in the U.S. and Japan are 33.5 times and 23.0 times, respectively, which are at the 98% and 95% percentiles in history. The overall PE ratio for A-shares related to domestic demand and manufacturing non-AI blue-chip stocks is only 15.6 times, which is at the 21% percentile in history. Bao Chengchao believes that this misalignment indicates that the large-cap blue-chip stocks related to domestic demand and manufacturing in A-shares have relatively ample room for valuation recovery.Bao Chengchao also stated that the realization of this space requires coordination with macro conditions. On the overseas front, if the AI spending cycle gradually approaches a downward turning point, long-term U.S. Treasury rates may also decline, leading to marginal improvements in the demand and valuation environment for global non-AI sectors. Domestically, the clear alignment of fiscal and monetary policies places a focus on expanding domestic demand, with increasing signals of marginal improvement in core indicators of domestic demand. If the decline in overseas interest rates and the recovery of the domestic economy create a phase resonance, the profit expectations and valuation constraints of large-cap blue-chip stocks in A-shares are expected to recover simultaneously.

On October 28, Coinbase responded to market news related to a data breach, stating that the company itself did not experience a data breach. Instead, it was a third-party analytics service provider, Amplitude, that encountered a security incident, affecting the contact information of some Coinbase customers and data from other Amplitude clients.Coinbase stated that there is currently no evidence of unauthorized access to its internal systems, and customer funds have not been affected. The company will notify affected customers and relevant regulatory authorities as required by law.

According to a report by CryptoSlate, on-chain data company Bitquery analyzed 3,170 wallets that reported profits of at least $100,000 on the token issuance platform Pumpfun from October 2025 to August 2026, involving a total profit of approximately $752.5 million. Among them, only 26% were checked through regular market transactions, 51% involved the sale of tokens transferred from other addresses, 13% exhibited potential collaborative trading patterns, and another 10% could not be clearly classified.The report stated that the tokens transferred in do not generate buy transactions that can be replicated by trading systems, so the profits displayed by the wallets may not be realizable by copy traders. The study has not measured the actual earnings of copy traders, and the token transfers themselves are insufficient to prove the existence of manipulation.

The International Monetary Fund (IMF) pointed out in Chapter 3 of the October 2026 "Global Financial Stability Report" that as of July 31, excluding repurchase agreements and stablecoins, the scale of tokenized real-world assets reached approximately $65.1 billion, including tokenized credit of $30.4 billion, money market funds of $17.5 billion, and tokenized equities of $2.3 billion.The report indicated that automatic clearing, instant settlement, continuous trading, and programmable collateral could accelerate forced liquidations and amplify financial shocks during market stress. Cross-platform reuse of collateral could also increase leverage, allowing risks to transmit more quickly to different institutions and markets. The IMF identified four obstacles to the expanded application of the tokenized market: legal certainty, regulatory clarity, blockchain network interoperability, and reliable settlement assets, and recommended adopting technology-neutral regulation, strengthening supervision, establishing circuit breakers, and preventing instability in automatic clearing.

The International Monetary Fund (IMF) pointed out in the "Global Financial Stability Report" that attention should be paid to the risks that hedge funds pose to macro-financial stability. The rapid growth of global hedge fund assets may amplify price misalignments and liquidity strains, leading to severe negative impacts or triggering systemic risks. The IMF recommends strengthening data collection and risk monitoring, as well as implementing prudent regulatory measures.

Michael Saylor, the founder of Bitcoin Treasury Company Strategy, posted on the X platform stating that Bitcoin can serve different types of investors. BTC provides direct ownership, MSTR offers leveraged Bitcoin exposure, while STRC provides income opportunities, and its 30-day price volatility is lower than all "Seven Giants" stocks.Michael Saylor added that digital capital is the foundation of digital equity and digital credit.

Matt Cole, the CEO of Bitcoin Treasury Company Strive, stated that in the Bitcoin treasury strategy, "leverage" is the most important factor driving total returns. His model shows that over 99% of the variation in total returns is determined by leverage, while the impact of capital costs is much lower than commonly perceived in the market.Cole mentioned that Strive's goal is to outperform Bitcoin by maximizing total returns for common stock shareholders, with a benchmark scenario expecting Bitcoin's annualized compound growth rate to be around 50% by 2030.Cole expressed hope to increase Strive's leverage to over 60% later this year, but achieving this goal will be more challenging if warrants are exercised or Bitcoin rises further in the coming weeks.

According to Businesswire, physical AI chip company SiMa.ai announced the completion of a $150 million Series C financing round, co-led by Fidelity Management & Research Company and Amplify, with participation from Alter Venture Partners, Dell Technologies Capital, Maverick Capital, Point72, StepStone Group, and others.The company has raised a total of $500 million, with a valuation rising to $1.45 billion. SiMa.ai stated that the funds will be used to scale its physical AI platform Palette Neat and to develop the next generation of dedicated physical AI chips, which are planned to be launched in the first half of 2028, with computing power reaching up to 1000 TOPS.

GoPlus Chinese Community issued a security alert stating that a newly activated external account address has initiated a malicious governance proposal against Ampleforth. The proposal, titled "Application for Completed Work Funding for SPOT Ecosystem Analysis Tool," attempts to transfer 2.5 million USDC from the treasury to the proposer, an amount that nearly accounts for all the liquid funds in the treasury.

According to Defimon monitoring, the Ampleforth governance system Governor Bravo has a suspicious proposal 54, involving approximately 2.5 million dollars of treasury funds. This incident has been classified as an access control risk and a malicious governance proposal, and the related funds have not yet been transferred out.The Ampleforth time-lock contract currently holds about 2.538 million USDC, so this proposal involves nearly all treasury assets. The proposer disclosed that they wrote the proposal themselves and plan to vote through a delegated address holding 87,238 FORTH, which accounts for about 0.57% of the supply, slightly above the proposal threshold of 75,000 FORTH. The quorum for the proposal is 600,000 FORTH, which, at the current price of FORTH at 0.22 dollars, is worth approximately 132,000 dollars.

Taiwanese precision parts manufacturer New Sun Technology is currently only screening gold sample hinges that meet Apple's standards to supply Apple's foldable smartphone iPhone Duo, with related production still unstable. The iPhone Duo announced by Apple on the 9th local time has unstable hinge production as the biggest factor affecting the delay in the production schedule.The original first supplier was Amphenol from the United States, but due to low yield rates, the second supplier New Sun Technology has become the first supplier for production. The yield rate of New Sun Technology's hinges remains low, with only qualified products sent to Foxconn. The supply of back panels is also tight, with the second supplier Lingyi Technology in China facing difficulties in mass production.Apple has provided partners with an estimate of components that can produce about 5 to 6 million complete units by the end of this year. Pre-orders will start on October 16, with the release date set for October 23. Prices start at $1999 for the 256GB model and go up to $3199 for the 2TB model.

Robinhood co-founder, chairman, and CEO Vlad Tenev posted on X that everyone, regardless of where they are, should have access to high-quality financial assets. Tokenization will unlock the advantages of the U.S. capital markets and make them available globally.He stated that the industry is still relatively small compared to global finance, but its advantages are increasingly hard to ignore. Traditional market infrastructure is built around fixed trading hours, closed networks, and multiple intermediaries, and is not designed for 24/7 execution, programmable assets, composability, or self-custody. The changes in investor demand are outpacing the underlying infrastructure, and the team is working hard to change this situation.Tenev expressed confidence in seeing founders, LPs, traders, and infrastructure teams driving industry development. The industry is still in its early stages, and there is a lot of work to be done. The old system needs time to adapt, but it is worth the effort.

The $57,000 price level for Bitcoin is a key liquidation point for leveraged long positions. If liquidation is triggered, the weak liquidity situation may amplify the sell-off driven by liquidation.Despite the downside risks, Bitcoin's price shows resilience, and the potential head and shoulders bottom pattern keeps the bullish logic intact.

The market research agency The Kobeissi Letter indicates that investors are accelerating the allocation of tokenized U.S. Treasuries, driving the continuous expansion of the on-chain U.S. Treasury market. Data shows that the total market value of on-chain U.S. Treasury funds has risen to a historical high of $16.2 billion, an increase of approximately 77% since the beginning of the year.Kobeissi points out that market growth is primarily driven by demand for on-chain yields. An increasing number of users are using tokenized U.S. Treasuries as collateral to borrow stablecoins and deploy funds into DeFi strategies to enhance capital efficiency. Some on-chain lending platforms support looping leverage strategies, allowing users to repeatedly collateralize tokenized Treasuries, borrow stablecoins, and reinvest in the market, with some strategies offering annualized returns exceeding 10%.Kobeissi believes that as traditional financial assets continue to go on-chain, tokenized U.S. Treasuries are becoming an important infrastructure for on-chain finance and may become a significant component of future on-chain capital markets.

Bloomberg data shows that the Korea Composite Stock Price Index (KOSPI) has experienced a volatility of 63% this year, surpassing Bitcoin's 48% during the same period, making it the market with the highest volatility among major national stock indices tracked by Bloomberg. The high volatility in the Korean stock market is mainly due to the excessive concentration of the market. Samsung Electronics and SK Hynix together account for over 50% of the KOSPI index weight, making the index's performance highly dependent on the semiconductor sector.In addition, the leverage ETF market dominated by Korean retail investors has further amplified market volatility. The related leveraged ETFs and the two major chip stocks once accounted for over 70% of the daily trading volume in the Korean stock market. Data shows that Korean retail investors have cumulatively purchased over 110 trillion won (approximately 77 billion USD) worth of KOSPI stocks this year, but their behavior of chasing gains and cutting losses has also intensified market fluctuations, turning the Korean stock market into a high-leverage trading market centered around Samsung Electronics and SK Hynix.

According to Jinshi, the People's Bank of China held a work meeting for the second half of 2026, stating that it will continue to implement a moderately loose monetary policy. The meeting emphasized the comprehensive use of various monetary policy tools to maintain ample liquidity and support the effective financing needs of the real economy.By the end of June, the total social financing scale increased by 7.4% year-on-year, and the broad money supply increased by 8% year-on-year.

According to Fortune, New York blockchain data analytics company Allium announced the completion of a $40,000,000 Series B financing round, led by Amplify Partners, with participation from Kleiner Perkins and Theory Ventures.Allium focuses on cleaning and integrating complex on-chain data, providing services to institutional clients such as Visa, the Federal Reserve, Coinbase, and a16z's crypto division.

Market data platform Deribit shows that as Bitcoin continues to decline in June, the options market set to expire this month has experienced a significant imbalance, with approximately $8.6 billion nominal value of BTC options in an out-of-the-money (OTM) state, facing the risk of expiring worthless.Data indicates that among the approximately $10.6 billion in open options contracts expiring on June 26, only about 20% are in-the-money (ITM), while the remaining 80% are currently at a loss. Analysts point out that this structural imbalance may trigger concentrated hedging adjustments by market makers and traders before expiration, thereby amplifying short-term market volatility.The current maximum pain price is approximately $74,000, which is about 14% higher than Bitcoin's current price of around $65,000. Theoretically, this price level means that the maximum number of options contracts will expire worthless, potentially creating an upward pull on prices as expiration approaches, although the effectiveness of this mechanism in the crypto market remains controversial.Additionally, the bullish and bearish structures in the options market are relatively close, with a Put/Call ratio of about 0.87, indicating increased divergence in market sentiment. Approximately $450 million in positions are concentrated in $60,000 put options, while $80,000 call options also form a key resistance level of about $406 million.Analysts believe that as the quarterly expiration approaches, concentrated exercising and hedging adjustments may become important driving factors for short-term price volatility, and Bitcoin may face a more intense directional choice window.