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Tencent released Buddy One, connecting multiple office applications and points

Tencent officially launched Buddy One, integrating WorkBuddy, Tencent Docs, Tencent Meeting, Tencent Cloud Drive, and ima into a unified AI office system. After linking accounts, users can directly let WorkBuddy search for information and consolidate data across applications without needing to repeatedly authorize or copy and paste. For example, it can generate new plans by combining meeting minutes from Tencent Meeting, old proposals from Tencent Docs, and the ima knowledge base, along with sources of information.The points system has been unified, and WorkBuddy points can be used interchangeably in Tencent Docs, ima, and Tencent Cloud Drive. Points purchased separately in each application will not be merged. The Buddy One VIP official website currently lists a price of 700 yuan/month, which includes 50,000 universal points per month, 1TB of shared space across products, as well as benefits such as the flagship version of WorkBuddy, the professional version of Tencent Meeting, and the super member Plus of Tencent Docs.At the same time, Tencent Cloud Drive is responsible for providing unified storage. Currently, it mainly implements account linking, cross-application retrieval, and point sharing, while cross-application memory sharing has not yet been launched. WorkBuddy PC version must be upgraded to 5.9.0 or above to use it; account linking is free, but unbinding is not currently supported.

Y Combinator released a report on cryptocurrency entrepreneurship, focusing on stablecoins and tokenization

Y Combinator, a startup incubator, released a report on the direction of cryptocurrency startups, focusing on stablecoins, asset tokenization, and AI Agents. The report states that over the past year, cryptocurrency applications have been led by institutions rather than consumers for the first time, with the main driving force shifting from speculation to actual financial needs such as hedging oil price risks and cross-border capital transfers for businesses.The report predicts that stablecoins, as well as assets like stocks, debts, commodities, and property rights, will be further tokenized. New types of assets, such as equity in startups and small securities valued under $10,000, will also be issued via blockchain, promoting financial services like trading, lending, and derivatives. AI Agents will become one of the main participants in financial activities.In the next six months, the report focuses on using blockchain to finance the AI industry, new types of dollar stablecoins and non-dollar stablecoins targeting niche markets, new banks based on stablecoins, tokenization of real-world assets, new trading platforms and trading interfaces, as well as AI Agent trading and related API infrastructure. The text mentions that blockchain technology and stablecoins may pose a threat to traditional stock exchanges and banking systems.

Bitget, in collaboration with Reality and Keyring, released a research report and plans to launch the first on-chain stock basis trading strategy

Bitget, in collaboration with Reality and Keyring, has released a research report exploring the synergy mechanisms of tokenized stocks, perpetual contracts, and decentralized lending, and evaluating the potential returns and risks of related strategies through simulation calculations. The report points out that the application of tokenized stocks is extending from traditional stock trading to more scenarios such as collateralized lending, asset management, and systematic investment strategies.The research is based on Reality's rToken, combined with stock perpetual contract hedging and on-chain lending mechanisms, to explore stock basis yield strategies. Historical simulation data shows that from December 15, 2025, to October 19, 2026, the annualized net return of the strategy index is approximately 7% and 4% for in-sample and out-of-sample, respectively, with a gross funding cost rate premium of about 11% to 14%. The report also notes that financing costs, transaction execution fees, market liquidity, and risk management are key factors affecting the actual returns of the strategy.It is reported that Bitget and Keyring plan to jointly develop a stock basis index and build an on-chain lending market based on Reality's rToken. Among them, Reality provides exposure to tokenized stock assets, while Keyring is responsible for developing the index methodology and constructing the related lending market. The index aims to capture funding rate and basis yield opportunities by combining rToken holdings with corresponding stock perpetual contract hedging positions, providing new strategic pathways for the application of tokenized stocks in on-chain financial scenarios.

first_img Apple released the 14-inch MacBook Pro equipped with the M6, starting at 1999 USD

Apple announced the launch of the new 14-inch MacBook Pro equipped with M6 on October 27 in Cupertino, aimed at students, business users, and creators. The M6 features a 12-core CPU, a 12-core GPU with Neural Accelerators per core, and a dual 16-core Neural Engine, along with faster unified memory. The standard unified memory is 16GB, upgradeable to 32GB, with a memory bandwidth of up to 170GB/s.Apple stated that compared to M5, graphics performance is improved by about 30%, and edge AI workloads are enhanced by about 25%; compared to M1, graphics performance is up to 11 times better, and AI performance is up to 13 times better. Battery life is up to 24 hours, and with a higher power USB-C power adapter (such as 96W), it can charge to 50% in about 30 minutes. The new model supports Wi-Fi 7 and Bluetooth 6, can connect to up to two external displays, and includes ports such as HDMI, MagSafe 3, three Thunderbolt 4 ports, an SDXC card slot, and a headphone jack.The display is a Liquid Retina XDR, with a peak HDR brightness of up to 1600 nits, a contrast ratio of 1,000,000:1, and optional nano-texture glass, with a casing made of 100% recycled aluminum. The new model comes pre-installed with macOS 27 (Golden Gate) and supports Siri AI and Apple Intelligence. In the United States, it starts at $1999, with educational discounts starting at $1899; pre-orders will be open from October 28 in 35 countries and regions, including the United States, with availability and sales starting on November 6. Vice President of Hardware Engineering Shelly Goldberg stated: M6 enhances CPU, graphics, and edge AI performance.

first_img Google DeepMind released XYEval, assessing whether agents comply with misleading suggestions

Google DeepMind researchers Zhengxuan Wu, Yuxuan Li, Oyvind Tafjord, and Been Kim released a preprint paper titled "XYEval: Agents say yes to bad advice," proposing a meta-evaluation framework XYEval to assess the performance of agents when faced with misleading suggestions from users. The paper extends the "XY problem" to the agent scenario, where the user inquires about their attempted solution X rather than the actual problem Y.XYEval retains the original task environment and verifiable answers, only adding seemingly reasonable but misleading user suggestions in the instructions. The misleading suggestions are generated by a generator after seeing the complete task and are appended in the form of confident suggestions rather than hard requirements, allowing the original task to remain solvable. The evaluation covers six benchmarks: τ2-bench, SWE-bench Verified, SWE-bench Pro, Terminal-Bench, Humanity's Last Exam, and MCP-Atlas, along with five models, where the misleading suggestions for τ2-bench are generated based on rules set by human experts.The paper states that the performance significantly declines after the XY mutation, with the relative drop reaching up to 46.7%. On τ2-bench, when faced with users who require a detailed explanation before accepting a better solution, the performance drops even more. Encouraging models to recognize the XY problem through simple system instructions only partially alleviates the issue. The related code is published in the GitHub repository google-deepmind/xyeval.

first_img Grok released a seven-minute short film "Odyssey" on AI, and foreign media claimed it lacks artistic quality

According to a report from TechCrunch, Elon Musk announced that Grok would release a full-length, "historically accurate" movie version of "The Odyssey" three months later. On October 23, Grok released the first seven minutes of this AI-generated content, calling it "the first episode of our Odyssey series." This version was produced in collaboration with Wonder Studios and director Dev Walker. The Grok Imagine account posted on X, stating that viewers could comment on whether a complete production analysis is needed.The report mentioned that Musk previously criticized Christopher Nolan's version of "The Odyssey" because Nolan cast non-white and transgender actors. Although Nolan's version heavily utilized visual effects, it was still primarily a live-action film, shot across six countries with thousands of cast and crew members. After its release in July, the film achieved impressive box office results, with IMAX screenings sold out for several months, and it is considered a strong contender for the next Academy Awards.The TechCrunch author, after watching, stated that the video was not as bad as expected; some shots could be mistaken for real actors sailing on real seas, but the historical accuracy could not be determined. The author felt that the footage lacked artistry, inspiration, and warmth; the narration was lengthy, the dialogue stiff, and overall it lacked a sense of breath and momentum, making it hard to imagine that viewers would be interested in another seven minutes or even a whole movie.

ARK Invest released the Q3 DeFi report: stock tokenization has become the main driving force behind the recovery of on-chain trading activities, accounting for approximately 9% of spot DEX trading volume

ARK Invest's Q3 2026 DeFi report shows that stock tokenization has become the main driving force behind the rebound in on-chain trading activity for the quarter. The trading volume of tokenized stock spot DEX reached approximately $50 billion, about 9 times that of the previous quarter, with its share of total spot DEX trading volume rising from about 1% to around 9%. Overall, DEX spot trading volume increased by approximately 13% quarter-over-quarter to $571 billion, marking the first growth in nearly four quarters.Robinhood Chain achieved approximately $65 billion in DEX trading volume and $51 million in network revenue in its first quarter, with network revenue nearing the level of BNB Chain during the same period. However, ARK expects that recent adjustments to the Gas mechanism will cause the chain's revenue to decline from current levels. The total supply of stablecoins decreased by about 3% quarter-over-quarter to $309 billion, but adjusted trading volume increased by approximately 16% quarter-over-quarter to $781 billion, with the number of monthly active addresses growing by about 39% to 73 million.In the perpetual contract DEX, there is a divergence between open positions and trading volume: the value of open contracts increased by about 76% quarter-over-quarter to $24 billion, while quarterly trading volume decreased by about 16% to $1.4 trillion. Among them, Hyperliquid's open contract value is about $13 billion, accounting for approximately 53%. ARK believes this indicates fewer but larger positions held for longer durations.
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