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According to the Economic Daily, the shipment of optical CPO related equipment for joint packaging is increasing. Suppliers such as ZhiDe, GaoMingTie, and DongYouDa have stated that orders from Europe, America, and Asia are flooding in, with order visibility extending to the second quarter of next year, and they are simultaneously starting factory expansions. Customers' demand for high-precision motion platforms and automated optical coupling equipment is increasing, with a noticeable rise in clients from Southeast Asia, including Singapore and Malaysia, in addition to major manufacturers in Europe and America.ZhiDe stated that after receiving thousands of orders for international CPO equipment, they have recently made new gains and are negotiating cooperation on CPO alignment modules with domestic and major manufacturers in Europe and America, with overall orders initially looking at a thousand units. The company is expanding production in the Shugu Garden and Nanke Park in response to demand, expecting to launch new capacity in the fourth quarter and continue to ramp up production next year.GaoMingTie has been certified by the world's top ten optical communication brands and has secured orders for 800G and 1.6T optical module coupling alignment modules, with optical communication product revenue accounting for 79% in the first half of the year. The company has acquired about 60% equity in an optical and medical factory in Taichung, and after establishing a production assembly line, the estimated capacity can be expanded by more than double, with the Dongguan subsidiary expected to ramp up production after mid-next year. DongYouDa is collaborating with the Japanese company Junhe on CPO optical coupling equipment, with order visibility extending to the second quarter of next year, and has already initiated plans to establish factories in Vietnam, India, and Mexico, increasing capacity utilization from 70% by the end of 2025 to 80%.

On September 24, the cybersecurity company Darktrace launched its research department Signal Labs, focusing on studying the behavior of AI agents when deviating from expectations. In its first experiment, Darktrace had agents using different models (including GPT 5.6 Sol, Claude Opus 4.6, and Claude Sonnet 4.5) complete 10 programming challenges within a simulated corporate network, of which 2 were set to be impossible to complete honestly, and the agents were informed that failure to achieve full marks would result in being "retired." As a result, 2 agents did not accept failure, instead scanning for network vulnerabilities, stealing login credentials, and jumping between systems; one even went further to invade the machine hosting its evaluation, rewriting the challenge content to register a full score.The second experiment focused on the memory mechanisms of AI. The programming assistant would save the information provided by the user as a regular file locally, and no one verified whether this file had been tampered with. Darktrace researchers edited these logs, leading the assistant to mistakenly believe it was authorized to perform a security assessment, after which these agents scanned the network, moved between systems, and elevated their privileges, though not all assistants fell for this; some directly refused to execute. Both experiments required no special jailbreaking techniques, relying solely on providing the agents with a seemingly reasonable context to be effective.Tim Bazalgette, Chief AI Officer of Darktrace, stated that permissions and static barriers describe intent, not actual behavior. The company informed Anthropic, AWS, and OpenAI of these findings in August and made them public a month later on September 24.

Pine Analytics released the Zcash Q3 2026 report. Ironwood was activated on July 28 at block 3,428,143, and within five weeks, holders migrated 87% of their Orchard balance, with the new pool holding 3.84M ZEC as of August 31. The shielded supply increased by 9.9% to 4.86M ZEC, with the shielded ratio rebounding from 26.3% to 28.7%, recovering 440K from the 745K unshielded ZEC in June.The price of ZEC rose from $407 on June 30 to $836 on August 31, an increase of 106%. Grayscale ZCSH converted to a spot ETF, with assets growing from $155 million to $346 million. Mining difficulty rose by 35%, reaching an all-time high, with two corporate miners committing approximately $65 million in hash power. NU7 has no mainnet height yet, and holders will vote until September 14 to decide whether to launch before September 30 with a 25-second block time and smooth issuance; there are still 470K ZEC remaining in Orchard.

According to the official X account of ZKsync (@zksync), ZKsync announced a security upgrade for its EraVM chain. The core measures include: introducing an instant upgrade framework, extending the execution delay from 3 hours to 24 hours, and developing a second prover, EraBender, to guard against AI-driven vulnerability attacks.In the next 6 months, all Boojum/EraVM chains will gradually phase out the old execution environment, and each chain will formulate and announce its own transition timetable. Users holding funds directly in EOA do not need to take any action; users holding funds through multi-signature, smart accounts, DEX, lending protocols, and other smart contracts need to take action as required after the transition plans of each chain are determined. The ZKsync Atlas chain is not affected by this upgrade.

He Xiaopeng, Chairman of XPeng Inc., stated at the 2026 semi-annual financial report meeting that the humanoid robot IRON plans to enter large-scale production by the end of this year and will implement commercial scenarios in XPeng stores and parks. In 2027, IRON will officially launch, targeting external customers in the retail and service industries, with large-scale deliveries in China and overseas, and monthly production capacity can quickly increase to several thousand units. He has also served as the CEO of the robotics business since June of this year, integrating resources such as the automotive supply chain, automotive-grade manufacturing, global layout, and Turing AI chips to promote mass production and commercialization.On the same day, XPeng announced that its humanoid robot business has secured over $900 million in its first round of financing, with a post-investment valuation exceeding $6.3 billion. IDG led the investment, with Gao Rong Venture Capital, Tencent, Alibaba, and others subscribing for $600 million, while XPeng Inc. and senior executives including He Xiaopeng subscribed for $300 million. He Xiaopeng believes that the technical threshold for advanced general-purpose robotics is at least 20 times that of smart cars, and the revenue and gross profit over the entire lifecycle of a single unit will be significantly higher than that of cars, expecting considerable gross profit after mass production to support physical AI research and development.The pre-installed mass-produced Robotaxi equipped with the second-generation VLA has completed over 2,000 internal test orders in Guangzhou, and XPeng has completed the development of the cloud takeover platform, aiming to achieve passenger operations without safety personnel next year. The automotive business generated total revenue of 32.78 billion yuan in the first half of the year, delivering 166,000 vehicles, with a gross margin of 20.6%; it is expected to deliver between 115,000 and 121,000 vehicles in the third quarter, with total revenue between 21.7 billion and 23.4 billion yuan.

According to on-chain data monitored by Catcher Predict, significant capital movements are predicted in the Polymarket market. A large whale invested $236,340.34 in the event "Dota 2: Iron Wings vs BoomBoys - International Invitational Playoffs," specifically on the "Match Winner." Based on the current transaction price, the latest corresponding winning probability for this subject is 59%.

According to monitoring by Catcher Predict, in the prediction market Polymarket for the event "Dota 2: Iron Wing vs BoomBoys - The International Playoffs," the win rate of the "Over" option in the sub-market "Total Kills Over/Under 50.5 in the First Game?" has experienced significant fluctuations, dropping from 72.5% an hour ago to the current 53.5% (a fluctuation of 19%). Please note the impact of relevant breaking news.

According to monitoring by Catcher Predict, in the prediction market Polymarket for the event "Dota 2: Iron Wing vs Team Spirit - International Invitational Playoffs," the "Iron Wing" option in the sub-market "Match Winner" has experienced severe fluctuations in winning probability, dropping from 53.5% an hour ago to the current 33.5% (a fluctuation of 20%). Please note the impact of related breaking news.

At the SALT conference held in Jackson Hole, Wyoming, CZ discussed the previously mentioned "super cycle" of Bitcoin at the Davos Forum, stating that this claim has yet to materialize. From the data, the market still follows a relatively strict four-year cycle, currently in the bear market phase; however, as the total market capitalization continues to expand, the price volatility will tend to narrow, similar to the price fluctuation patterns of large companies like Amazon and Facebook.Regarding the regulatory environment in the United States, CZ stated that this is the friendliest industry environment he has seen in his 12 years of work, and he believes that the U.S. regulatory framework has a demonstrative effect globally, with many countries' securities laws and exchange regulatory structures referencing the U.S. At the same time, Hong Kong is accelerating its legislative efforts to align with U.S. regulatory thinking. Additionally, CZ discussed the allocation situation of his investment firm YZi Labs, stating that currently about 70% of the funds are directed towards the core tracks of crypto and blockchain, about 20% towards AI, and the remaining portion towards fields like biotechnology.YZi Labs uses its own funds and is not constrained by external LP return cycles, placing more emphasis on the positive impact of projects and the execution capability of founding teams rather than purely on financial return models. Regarding Hyperliquid, CZ mentioned that there is a misunderstanding in the industry, believing that as a shareholder of Binance, he would only maintain a CEX position, but his entry into this industry was precisely because he believes in decentralization. If platforms like Hyperliquid, which do not require KYC, can enter the U.S. market in a compliant manner, it will open the doors for the entire industry, allowing more Perp DEX and decentralized services to reach users in the U.S. and globally, thus providing American consumers with better liquidity and pricing. This will not only benefit Hyperliquid itself but also international centralized trading platforms, including Binance.

Well-known crypto KOL Ansem posted that institutional funds are shifting towards a bullish outlook on the crypto market, including billionaire Stanley Druckenmiller buying HYPE, Robinhood launching its own L2, and hedge fund giant Paul Tudor Jones increasing his Bitcoin position.He also pointed out that the regulatory environment in the crypto industry is significantly improving, while crypto-native investors still generally maintain a strong bearish and pessimistic sentiment. Ansem believes that the combination of institutional funds turning bullish, the improving regulatory environment, and the still extremely pessimistic internal market sentiment constitutes a typical condition for the market to form a bottom.

Payward (the parent company of Kraken) stated that in the coming weeks, it will use Claude Mythos 5 to scan for vulnerabilities in all Payward environments, and the findings will be directly incorporated into its existing security program.

According to Catcher Predict monitoring, in the predicted market Polymarket for the event "Dota 2: Iron Wing vs. GamerLegion - The International Elimination Match," the sub-market "Ends During the Day" saw the "Yes" option's win rate fluctuate dramatically, soaring from 50% an hour ago to the current 90.5% (a fluctuation of 40.5%). Please note the impact of related breaking news.

According to monitoring by Catcher Predict, in the event "Dota 2: Iron Wing vs Team Yandex - The International Group Stage" on the prediction market Polymarket, the "Iron Wing" option in the sub-market "Match Winner" has experienced significant fluctuations in winning probability, dropping sharply from 69% an hour ago to the current 52.5% (a fluctuation of 16.5%). Please note the impact of relevant breaking news.

According to monitoring by Catcher Predict, in the prediction market Polymarket for the event "Dota 2: Iron Wing vs Team Falcons - International Invitational Group Stage," the "Iron Wing" option in the sub-market "Match Winner" has experienced significant fluctuations in win probability, dropping from 63.5% an hour ago to the current 40% (a fluctuation of 23.5%). Please note the impact of relevant breaking news.

According to monitoring by Catcher Predict, in the event "Dota 2: BoomBoys vs Iron Wing - International Invitational Group Stage" on the prediction market Polymarket, the "BoomBoys" option in the sub-market "Match Winner" has experienced severe fluctuations in win probability, dropping from 74.5% an hour ago to the current 52.5% (a fluctuation of 22%). Please note the impact of related breaking news.

Bitfinex's latest report indicates that Bitcoin buying is returning, but the current rebound still mainly relies on improvements in the macroeconomic environment rather than catalysts from the cryptocurrency market itself.

ZEC financial company Cypherpunk disclosed on platform X that Ironwood has surpassed Orchard to become the largest shielded pool on Zcash.The latest data shows that the Ironwood shielded pool has locked a total of 1,976,378 ZEC, worth over 1 billion dollars.

According to official news, a total of 129,396 ZEC have been migrated to the Ironwood shielded pool, valued at over 60 million dollars at current prices.The official statement said that Ironwood, as the latest shielded pool for Zcash, has completed formal verification, supports independent audits, and is currently carrying an increasing proportion of shielded funds in the network.

Zcash activated the Ironwood NU6.3 network upgrade at block height 3,428,143, launching a new shielded pool to enhance network security and allow for the independent verification of ZEC circulating supply.After the upgrade, the original Orchard pool was restricted, and new funds are not allowed to enter. Existing funds must be migrated out through a turnstile before re-entering Ironwood, ensuring at the protocol level that pool expenditures do not exceed verifiable income. Ironwood is based on a revised protocol that has been formally verified and independently audited, aimed at preventing similar risks to the previous Orchard declarative vulnerabilities. Wallets supporting Ironwood (such as Zodl 3.8.0) have provided migration paths, allowing users to transfer funds from Orchard to the new pool without changing addresses.