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Luo Fuli: The R&D challenges of MiMo-V2.6 have exceeded those of DeepSeek R1 that I have worked on.

42 minutes ago

Beating AI Express (Insight): Luo Fuli, head of Xiaomi’s MiMo project, further explained the current round of reinforcement learning after the release of MiMo-V2.6. She noted that she previously worked on DeepSeek R1, and in her view, the research innovations and engineering challenges behind MiMo-V2.6 exceed those of R1. She also clarified why MiMo uses both MixRL and MOPD: MixRL trains verifiable tasks such as code, general agents, vision, and cybersecurity all within a single round of reinforcement learning. MOPD, meanwhile, handles long, hard-to-verify, or subjectively rewarded tasks by training them separately first, then integrating their capabilities back into the main model. Tasks like games and 3D take too long to run at once and are difficult to auto-assess for correctness. If grouped with code and other tasks in the same RL round, they would significantly slow down training. As a result, MiMo trains these tasks separately and integrates their capabilities into the main model via MOPD.

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Muse divides e-commerce giants into two camps: Amazon bans crypto-related operations, Shopify embraces them.

Insight Beating AI News Flash: Meta’s personal AI agent Muse has received diametrically opposite treatment on Amazon and Shopify. Amazon has blocked Muse from searching for products and making purchases on behalf of users on Amazon.com, with users seeing a direct prompt stating “Unauthorized AI Agent” violating terms of service. Amazon noted that Meta did not obtain prior permission, and Muse also fails to proactively disclose its identity as an AI agent when browsing the site. Around the same time, Shopify announced a deep partnership with Muse, integrating Shop Pay into all its stores. Shop Pay is essentially Shopify’s one-click checkout solution, allowing users to complete purchases directly via Muse after selecting products, without needing to re-enter shipping and payment details on the merchant’s website. The core difference between the two platforms’ stances stems from their distinct business models. Amazon operates as a shopping gateway itself: users typically search, compare, view recommendations, and finalize purchases on Amazon, and external agents like Muse could siphon off this entire user journey. Shopify, meanwhile, primarily provides product, order, and checkout infrastructure for independent merchants. It does not matter whether consumers come via Muse, ChatGPT, or Google—so long as they ultimately make a purchase from a Shopify merchant, Shopify gains an additional sales channel. For Amazon, Muse is potentially siphoning its core traffic; for Shopify, Muse acts more as a customer acquisition driver.

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U.S. spot Ethereum ETFs saw a net inflow of $270 million yesterday.

According to Farside's monitoring, U.S. spot Ethereum ETFs recorded a net inflow of $270 million yesterday, marking two consecutive trading days of large net inflows.

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Cardano has joined the x402 software suite, positioning itself for AI agent payments.

Cardano has been integrated into the official x402 software suite, enabling developers to build applications and AI agents that support payments in ADA and Cardano network tokens, allowing AI agents to complete on-chain payments directly for services like online data and computing resources. Launched by Coinbase in 2025, x402 converts the HTTP "402 Payment Required" status code into a native payment mechanism: service providers return pricing and payment instructions, AI agents sign transactions and access data or computing services after payment verification, eliminating the need for manual account registration, bank card details input, or subscriptions. Cardano Foundation engineers finalized the relevant specifications in June this year, and developed the client, server, and Facilitator component responsible for transaction verification and submission. The first version currently supports TypeScript, with a Python version planned for future release. However, the Facilitator has only completed actual transaction tests on Cardano’s pre-production network and has not yet been deployed on the mainnet, so it cannot yet be confirmed that ADA has achieved large-scale commercial AI agent payments. Solana, the XRP Ledger, and multiple Ethereum-compatible networks already support x402, and Cardano is joining the competition in AI agent machine payment infrastructure.

1 seconds ago

JPMorgan Chase CEO: Global AI infrastructure spending likely to exceed $1 trillion by 2027

Beating AI News: JPMorgan Chase CEO Jamie Dimon stated that the global "hyperscale cloud vendor ecosystem" – including large cloud computing firms and their upstream and downstream suppliers – is expected to spend approximately $700 billion on AI infrastructure this year, more than doubling from around $300 billion last year, and could further exceed $1 trillion by 2027. Dimon noted this round of AI investment is expanding into data centers, chips, servers, power, and industrial infrastructure, with annual new investment equivalent to roughly 1% of U.S. GDP, which may drive inflation in the short term. As AI data center construction accelerates, infrastructure such as land, power, transformers, gas turbines, and transmission lines has also become new investment priorities. He also pointed out that not all AI investments will generate clear returns in the short term; some outlays are closer to costs tech giants must bear to maintain their competitive positions. The market is increasingly focused on whether, as AI infrastructure investment moves toward the trillion-dollar scale, related revenues and cash flows can cover the continuous expansion of capital expenditures.

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Veteran meme coins rallied across the board, with Dogecoin (DOGE) surging over 18% and Pepe (PEPE) jumping more than 32%.

According to HTX market data, established meme coins are seeing a broad rally, with the following 24-hour gains: PEPE up over 32%, DOGE up over 18%, FLOKI up over 15%, WIF up over 27%, SHIB up over 12%, and BONK up over 16%.

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Goldman Sachs: AI pushes the supply of cultural and entertainment content toward near-unlimited levels, while the value of the production segment may remain under pressure.

Beating AI News Flash: Goldman Sachs’ latest research report points out that AI is reshaping China’s cultural and entertainment industry value chain. With content supply approaching infinity while user time and attention remain limited, this contradiction will drive industry profits to further concentrate on top IPs and distribution platforms. The report shows multimodal AI has cut production costs for animation, music, ad videos, short dramas and other content by 80% to 95%, lifting production efficiency by 5 to 10 times. In the first 8 months of 2026, the output of short dramas and miniseries grew 13 times compared to the full year of 2025, while new game releases increased by over 8 times. At leading short drama platform Hongguo, over 90% of episodes now use AI-generated content. Goldman Sachs notes that the boom in content supply brought by AI does not mean all segments of the industry chain will benefit. The value of traditional production and execution links will be compressed, while the scarcity of top IPs and creative assets will become more prominent. Content distribution platforms are expected to benefit from increased supply, but their competitive barriers built on copyrighted content libraries may be impacted by the flood of AI-generated content. In terms of specific sectors, Goldman Sachs believes online gaming is relatively more resilient, with leading players like Tencent and NetEase expected to leverage AI to extend the lifecycle of mature IPs. Long video platforms may see short-term benefits from lower costs, but face long-term pressures including declining user time and AI content eroding their advantages in copyrighted content. Additionally, AI-driven cultural entertainment still faces two major risks: monetization challenges and stricter regulation.

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