Чат-боти

Retrieval-Augmented Generation (RAG): The Search‑Enhanced AI Revolution in Chatbots and Enterprise Applications

Генерація з підкріпленням пошуком (RAG): Революція пошуково-розширеного ШІ в чат-ботах та корпоративних застосунках

RAG означає Retrieval-Augmented Generation (генерація з підкріпленням пошуком) — гібридний підхід в ІІ, який поєднує велику мовну модель із пошуковою системою або базою даних для отримання зовнішніх знань з метою надання обґрунтованих, актуальних відповідей. У 2025 році RAG став стратегічною необхідністю для
11 Жовтня, 2025

Technology News

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    October 12, 2025, 7:14 AM EDT. OpenAI and Nvidia unveiled a strategic partnership to fund AI data centers, with Nvidia investing about $100 billion into OpenAI, which will deploy Nvidia GPUs to build 10 gigawatts of capacity. The plan could dramatically scale AI compute, potentially boosting Nvidia's annual revenue by tens of billions through 2030, even as OpenAI remains non-profit and financing remains capital-intensive. Nvidia already tops the market cap list, and its $165 billion revenue in the last twelve months supports further upside. The collaboration could also add sustained GPU demand from other customers like Meta, Microsoft, and Amazon, while OpenAI's investment strengthens its data-center footprint. While exciting, investors should temper expectations about a $10 trillion stock outcome.
  • Is AI fueling a stock market bubble? A debate on valuations, profits, and the Mag 7
    October 12, 2025, 7:13 AM EDT. In a head-to-head on AI-driven markets, the case for and against a bubble is laid bare. Proponents argue that traditional metrics miss modern growth, and that giants like Nvidia, Microsoft, and Amazon show improving margins and cash flow, justifying higher valuations. Critics flag the sky-high Shiller P/E and the concentration of risk in the Mag 7, warning a stumble by any one could yank the market down. The conversation also questions whether rapid AI deals are truly economically sustainable or a circular wave of capital. The takeaway: a nuanced view where valuation can reflect real profits and cash generation, but only if the AI boom proves durable and diverse—otherwise the risk of a sharper correction remains.
  • FCC security crackdown could be DJI's last chance in the US drone market
    October 12, 2025, 6:57 AM EDT. The FCC plans to vote on rules that would let it revoke certifications for devices already approved if they're deemed security risks, and to block new product authorizations for companies on its Covered List. This broad framework could threaten DJI drones even if they aren't banned today, since the agency could revoke existing certifications or block components from restricted entities. The move extends two powers: (1) prohibit the import, marketing, or sale of already-authorized devices later found risky, and (2) close the component parts loophole so banned technology can't be hidden in other products. The push comes as DJI faces mounting scrutiny—including the Pentagon's Chinese Military Companies list and Interior restrictions. A tied NDAA deadline of December 23, 2025 requires a federal review to avoid red flags.
  • AI Reveals Hidden Protein Links Across Convergent Evolution in Unrelated Species
    October 12, 2025, 6:42 AM EDT. AI helps scientists uncover shared, high-order protein features in species that evolved similar traits independently. Moving beyond simple sequence similarity, the approach analyzes how proteins’ three-dimensional structure and other complex signals relate to convergent evolution and function. A team from the Chinese Academy of Sciences used an advanced protein language model to examine these features, highlighting an underrated sequence basis for functional trait convergence. The work, published in PNAS, shows how AI can illuminate connections between genes and proteins that drive convergent traits like echolocation in bats and dolphins or flight in birds and insects, expanding our understanding of genotype–phenotype links.
  • Best Android Smartwatches of 2025: Pixel Watch 4, Galaxy Watch 8, Garmin Forerunner 265 & More
    October 12, 2025, 6:38 AM EDT. Here's a quick look at the top Android smartwatches of 2025, tested for design, display, battery, sensors, and value. The standout overall is Google Pixel Watch 4, with an easy-on-the-wrist fit, a bright touchscreen, 60+ hours of battery life, and built-in Gemini AI. The Samsung Galaxy Watch 8 pairs Gemini with best-in-class sleep tracking and a refined chassis, while the Galaxy Watch Ultra targets rugged use. For runners, the Garmin Forerunner 265 offers advanced training metrics and reliable GPS for Android and iPhone users. On a budget, the Samsung Galaxy Watch 7 and OnePlus Watch 3 deliver strong features and battery life. These picks balance smart features, health tools, and long life across Android wearables.