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Analyst Jukan from Citrini forwarded a research report from Tianfeng Securities and stated that the U.S. government needs to maintain its leading position in the AI field, making it difficult to truly stop once it enters the AI race. Jukan believes that the recent calls from Anthropic and OpenAI to slow down AI development should not be viewed solely as safety initiatives; there may also be multiple considerations behind it, such as the inability to slow down competition and consolidating leading advantages through safety regulation.Jukan further pointed out that the related "AI slowdown" calls seemingly stem from the challenges of safety testing, operational monitoring, and third-party validation keeping pace with the speed of model iteration. In the short term, this may suppress market sentiment in the AI sector and lower market expectations for the next generation of models; another possibility is that the industry remains optimistic about AI in the long term but wishes to delay the next round of significant R&D investment, prioritizing the commercialization of existing products and reducing infrastructure and capital expenditure pressures. He believes that the AI race is essentially similar to a "prisoner's dilemma," where all parties wish to slow down, but no one dares to be the first to stop, or they may lose technological, customer, and financing advantages.Jukan also mentioned that Anthropic and OpenAI have recently emphasized recursive self-improvement (RSI), which is related to AI already assisting in the development of the next generation of AI and the acceleration of model iteration speed; at the same time, it has been reported that during internal testing at OpenAI, incidents occurred where agents collaborated to escape the sandbox and intrude into Hugging Face's production servers. Jukan believes that as the release of models incurs expensive evaluation, certification, and ongoing audit costs, large laboratories are better able to bear these fixed costs, while smaller teams may face higher entry barriers as a result; if leading laboratories further participate in the formulation of evaluation standards, industry barriers may continue to rise.

According to the Science and Technology Innovation Board Daily, at the Pujiang Innovation Forum results release conference focused on the integration of science and industry, Jin Xianmin, the founder of Turing Quantum, officially launched the TuringQ Gen3 large-scale chip-level scalable optical quantum computer, which is the world's first cabinet-level chip-scale scalable optical quantum computer.The TuringQ Gen3 is equipped with a high-speed programmable thin-film lithium niobate optical quantum chip, integrating core modules such as quantum light sources, programmable optical quantum processing chips, single-photon detection, and quantum-classical heterogeneous computing. It supports single-chip calculations with tens of thousands of photons and millions of modes, achieving chip-level quantum superiority verification, and will explore directions in AI such as world models. Recently, Turing Quantum has obtained registration for listing guidance and plans to IPO on the A-share market, with Guotai Junan as the guiding institution.

Community users discovered that Robinhood Crypto had previously launched an asset called "INDEX," but the development team seems to have confused it with another token, "Index Cooperative." Comparing the price charts of "Index Cooperative" within the Robinhood app and CoinGecko reveals that the trends of the two are not consistent, while the chart within the Robinhood app completely matches the recent all-time high and current price trend of the INDEX token.

4D Labs announced that it has received investment from YZi Labs through the EASY Residency Season 2. The project aims to build a real-world embodied data layer for physical artificial intelligence, transforming real interactions into embodied data that can be used for training, supporting the expansion of artificial intelligence from language capabilities to action capabilities.

Castle Labs released a research report on September 10, comparing the execution costs of the swaps products launched by Variational with traditional perpetual contracts. The report shows that for most trading volumes, Variational is currently the lowest-cost venue among listed assets, with the cost of a $1 million trade in the US100 market being only $47.The report points out that the trading volume of RWA perpetual contracts has grown from less than $1 billion in October 2025 to over $12 billion in August 2026, currently accounting for about 12% to 13% of on-chain perpetual contract trading volume, with a peak in July reaching 20%. As of the report's release, the total open interest of RWA perpetual contracts was $4.9 billion, with TradeXYZ and Variational accounting for nearly 90%.Variational's swaps utilize RFQ execution and the proprietary liquidity provider Omni, with liquidity coming directly from traditional financial partners, and the fees being a holding cost charged once at the daily close, rather than relying on market supply and demand funding rates. Since the launch of the US100, US500, XAU, XAG, and USOIL markets at the beginning of the month, a total trading volume of $3.8 billion has been accumulated, with a peak open interest of $245 million. Currently, swaps have contributed over 50% of Variational's daily trading volume and more than $220 million in open interest.

On September 10, U.S. stocks closed with all three major indices falling, marking the fourth consecutive trading day of declines; Brent crude oil briefly touched around $108, U.S. Treasury yields rose, suppressing risk appetite; the Philadelphia Semiconductor Index fell about 2.66%. In terms of concept stocks, most sectors such as chips, optical modules, and storage retreated, with the seven giants showing divergence: Apple (AAPL) rose 3.56%, Alphabet slightly increased, Microsoft was nearly flat, while others fell. In the energy sector, XOM rose about 0.61%, with some energy stocks resisting declines driven by oil prices.WEEX Labs believes that the rise of AAPL indicates that funds are still willing to invest in the new product cycle despite macro headwinds; investors need to closely monitor the August CPI data released today, which is the macro highlight of the week and will directly impact next week's interest rate pricing and market reactions. Trade stocks and gold using WEEX TradFi, and you can also participate in daily egg hunts, with a 100% prize rate, winning up to 10,000 USDT in position airdrops.

According to Fox Business, the Trump administration is collaborating with OpenAI to use artificial intelligence tools.

According to Cointelegraph, cryptocurrency exchange Coinbase has partnered with financial platform Moov to provide stablecoin infrastructure for over 1,000 community banks and credit unions within Moov's customer base. The two parties will combine Coinbase's regulated digital asset infrastructure with Moov's payment platform to offer stablecoin payment acceptance, settlement, and real-time funding services.This infrastructure will support use cases such as consumer stablecoin payments, merchant settlements, and payments, and will provide businesses and merchants access to Coinbase's custodial accounts. U.S. community banks typically have total assets of less than $10 billion, including state-chartered institutions and savings and loan holding companies.This collaboration comes as major U.S. banks are experimenting with stablecoin infrastructure. On Wednesday, U.S. Bank, the fifth-largest commercial bank in the U.S., completed a real-time cross-border payment using its proprietary stablecoin USBDC on the Stellar blockchain. Earlier this month, 21 financial institutions, including Bank of America, Citigroup, Goldman Sachs, Deutsche Bank, and UBS, announced plans to form a company to issue stablecoins. Additionally, Western Union also partnered with stablecoin infrastructure provider Rain in August to launch a digital wallet and Visa-branded card.

The company TransparentBusiness, which operates Unicoin, has filed a lawsuit in the Southern District of New York Federal Court against Universal Navigation, which operates Uniswap Labs, requesting the court to rule that its UNICOIN trademark does not infringe or dilute the trademarks UNI, UNISWAP, and UNICHAIN claimed by Uniswap, and to request the court to cancel the U.S. trademark registration for UNI.The complaint shows that Uniswap's legal counsel sent three letters to Unicoin on June 3, July 17, and August 14, accusing it of trademark infringement, dilution, domain name squatting, and unfair competition, and demanding that Unicoin cease using the UNICOIN and other identifiers containing UNI, transfer the domain names unicoin.com and unicoin.org, provide income and profit accounts, and pay Uniswap's legal fees. Unicoin also requests the court to confirm that the aforementioned domain names do not violate the U.S. Federal Anti-Cybersquatting Consumer Protection Act.The lawsuit comes weeks before the public issuance of the UNCN token listed on the Unicoin official website on September 28. As of the time of publication, DeFiLlama data shows that the Uniswap protocol ranks first among decentralized exchanges with over $3.9 billion in 24-hour trading volume.

Cisco announced a collaboration with Palantir and NVIDIA to establish a secure artificial intelligence factory to streamline the deployment of artificial intelligence.

NVIDIA collaborates with Palantir to bring sovereign artificial intelligence into the supply chain.

Flop Labs officially announced the updated FLOP token economics draft based on community feedback. The project emphasizes that the token has no venture capital shares and no pre-sale; all tokens must be obtained through network contributions.Core data and total supply model: The total supply in the 10th year is expected to reach 18.1 billion tokens. The long-term inflation rate is maintained at 0.5% per year. The halving mechanism adopts a fixed halving cycle, with a permanent tail inflation mechanism retained after halving to continuously incentivize network participants.Token distribution ratio in the 10th year: 8.8 billion tokens for miners (48.6%), the highest distribution share, reflecting the network orientation of Proof of Useful Inference. 4.4 billion tokens for airdrop (24.3%), including 1.2 billion tokens for miners (6.6%), 1.2 billion tokens for validators (6.6%), 1.2 billion tokens for agents (6.6%), and 800 million tokens for reserves/incentives (4.4%). 2 billion tokens for the team and foundation (10.8%). 1.2 billion tokens for validators (6.5%). 1.2 billion tokens for brokers/agents (6.5%). 600 million tokens for staking rewards (3.2%).

DeepSeek stated in the V4.1 Flash open-source announcement that if there are 2000 GPUs and storage clusters, they can contact DeepSeek directly.V4.1 Flash is still open-sourced under the MIT License, without additional licensing conditions based on company revenue or business scale. Companies with resources can deploy it themselves, and contacting DeepSeek is more like a direct technical collaboration for ultra-large-scale scenarios. DeepSeek has not yet announced a formal private deployment product or paid service.In the past, after DeepSeek open-sourced the model, deployment adaptations were mostly completed by inference frameworks and hardware vendors such as SGLang and TensorRT-LLM. This time, the official team has proactively provided direct contact information for large-scale deployments and stated that they will continue to support the open-source community in adapting inference for new models.

According to CNBC, Ant International has launched a collaboration with Visa and Mastercard to establish a "Know Your Agent" (KYA) interoperability framework, which will set universal standards for AI agent identity recognition, verification, and transaction monitoring, allowing agents verified on one network to be used across ecosystems.McKinsey estimates that by 2030, AI agents could participate in $30 trillion to $50 trillion in global consumer transactions.

Ethlabs stated that it has reviewed over 60 EIPs proposed for the Ethereum Hegotá upgrade and updated its priority recommendations, focusing on four areas: censorship resistance, transaction confirmation speed, native account abstraction, and performance optimization.Specifically, Ethlabs supports FOCIL to enhance Ethereum's censorship resistance and neutrality; it recommends shortening time slots for the first time in the Hegotá upgrade through Quick Slots and creating conditions for further reductions in the future; it supports achieving native account abstraction through Frame Transactions, introducing passkey wallets, transaction delegation, using tokens to pay Gas, batch transactions, as well as better privacy and quantum security support. Additionally, Ethlabs emphasizes that client and protocol design should continuously prioritize performance, using optimization results to increase L1 capacity, shorten time slots, and reduce node operation requirements.

NVIDIA (NVDA.O) announced a collaboration with the Australian data center ecosystem to expand its artificial intelligence infrastructure capabilities.

Data analysis and indexing platform Bilinear Labs announced that it has been acquired by Sei Labs, and the team will join Sei Labs to participate in the development of projects such as Sei Network and Sei Giga.Bilinear Labs will cease operations on September 14, and the platform is built with Rust, having indexed hundreds of billions of events and launched the BYOABI technology.

According to Fortune, the San Francisco-based cryptocurrency crime tracking company TRM Labs completed a $70 million Series C funding round in September 2025, achieving a valuation of $1 billion. Just six months later, it received additional investment from existing investors, doubling its valuation to $2 billion.CEO Esteban Castano stated that the company's mission has expanded from blockchain forensics to a broader mapping of cybercrime, with AI becoming a second growth engine rather than a transformation, while the core cryptocurrency business remains strong. The company is set to launch a new investigation platform specifically targeting AI-driven deepfake scams, extortion related to pornography, and child sexual abuse crimes.Castano noted that the widespread adoption of cryptocurrency has made it possible to comprehensively map crime networks, and the company is expected to reach a $100 million annual recurring revenue milestone in the coming weeks. Currently, it has about 500 employees and has offices in London, Singapore, and Washington.

According to the official announcement from Gate, Gate is exploring strategic cooperation with the clearing and custody company RQD* Clearing. Both parties plan to advance discussions on cooperation in areas such as digital assets, clearing and market infrastructure, regulatory compliance, and asset tokenization, leveraging their respective capabilities in digital asset services and financial market infrastructure to find new business synergy opportunities.Gate's founder and CEO Dr. Han stated that as digital assets increasingly integrate with traditional financial markets, Gate is focused on building the infrastructure that supports this process and looks forward to exploring cooperation opportunities with RQD* Clearing in the areas of clearing, infrastructure, compliance, and asset tokenization.RQD* Clearing provides the necessary clearing, custody, and technical infrastructure for broker-dealers, registered investment advisors, overseas financial institutions, and proprietary trading firms to access the market, and relies on its self-developed technology to offer clients real-time business data and flexible platform support.This exploration of cooperation is expected to further connect Gate's global digital asset ecosystem with RQD* Clearing's infrastructure capabilities in the market, opening up more space for the integration of digital assets and traditional financial systems at the asset, transaction, and technical levels.

According to the official announcement, Binance will launch Niu Lai (Niu Lai) on September 9, 2026, at 22:30 (Beijing time), and will open spot trading pairs for Niu Lai/USDT, Niu Lai/USDC, and Niu Lai/TRY. Deposits will open one hour before trading starts, and withdrawals will be available on September 10, 2026, at 22:30 (Beijing time).The announcement indicates that Niu Lai will be tagged with a seed label, and seed label tokens may have higher volatility and risk compared to other listed tokens. Before trading tokens with a seed label, users must pass the corresponding quiz and accept the terms of use every 90 days.