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[Перевод] Gemini 2.5 Pro возглавил все ИИ-бенчмарки: Google возвращает корону технологического лидера

Всем привет!
Меня зовут Александр, я COO в SaaS-платформе аналитики данных. Последний год активно изучаю внедрение AI-решений в кросс-функциональные процессы. Делюсь полезными материалами, которые считаю стоят внимания. В основном про AI, изменение процессов, тренды и продуктовое видение.

У себя в телеграм-канале делюсь сжатыми и структурированными саммери статей.

Сегодняшний перевод — Google Is Winning on Every AI Front

Google вернулся в гонку ИИ с триумфом: их Gemini 2.5 Pro возглавил все авторитетные рейтинги моделей и получил восторженные отзывы экспертов. Компания интегрирует лучший в мире ИИ в свои сервисы с миллиардной аудиторией, создавая преимущество, которое нельзя купить за деньги — экосистему, где искусственный интеллект становится неотъемлемой частью повседневных инструментов.

Google создал не только лучшую модель, но и собственную цепочку поставок для ИИ-инфраструктуры: от TPU Ironwood до облачных сервисов. Эта вертикальная интеграция — тот же подход, который сделал Apple неуязвимой на рынке смартфонов (аппаратные спецификации TPU).


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Artificial Analysis Intelligence Index
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Скорость. Выдача токенов в секунду
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Стоимость токенов
  • Затем есть Gemma 3 — модель Google с открытым исходным кодом, конкурентоспособная с лучшими моделями с открытым исходным кодом, включая Llama 4 (слишком большую) и DeepSeek-V3.

  • Swyx построил график, показывающий, что "Google владеет Парето-фронтиром" с Gemini 2.0/2.5 (как Pro, так и Flash) по двум наиболее важным показателям: производительность и стоимость. Более того, наиболее производительные модели Google остаются экономически эффективными, а наиболее экономичные модели остаются производительными. Google на данный момент просто издевается над конкуренцией; Gemini буквально вне графиков.

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График ценообразования модели. Полный анализ на https://latent.space
  • LLM, лежащие в основе чатботов, таких как Gemini и ChatGPT, является главным преимуществом, но далеко не единственным. Google доминирует в других областях генеративного AI так же явно, как и в моделях на основе текста. Они объявили, что интегрируют другие AI-инструменты, которые у них есть, в Vertex AI: Lyria (музыка), Imagen 3 (изображения), Veo 2 (видео), и Chirp 3 (голос/речь). Это, в некотором роде, побочные проекты для Google. Тем не менее, они мирового класса в своих категориях. Возможно, генерация изображений ChatGPT лучше, но, например, Veo 2 заставил меня написать статью под названием "Вы должны увидеть, как далеко продвинулось AI-видео", в то время как OpenAI Sora - это чистая ерунда.

  • А что насчет агентов? Gemini 2.5 Pro в режиме Deep Research в два раза лучше, чем Deep Research от OpenAI (до сих пор широко считавшийся самым важным AI-продуктом для исследовательской работы). Google DeepMind продолжает развивать Project Astra (ассистент) и Project Mariner (взаимодействие с компьютером).

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Недавно писал Почему A2A может вытеснить MCP в мире AI-агентов?

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MCP — отличный протокол, который стремительно превращается в открытый стандарт эпохи агентных ИИ. Мы рады сообщить, что добавим его поддержку в наши модели Gemini и SDK. С нетерпением ждём возможности развивать MCP вместе с его командой и другими участниками отрасли.
  • Вдобавок ко всему, они продолжают выпускать высококачественные статьи для публикации в Nature или представления на ICLR или NeurIPS или в других мировых журналах или конференциях. И если вдруг этого не происходит, вы в любом случае можете сказать, что они серьезно относятся как к усилиям по AGI, так и к промышленному AI.

Это всё? Не совсем. Давайте не будем забывать, что Google — компания по производству потребительского программного обеспечения в той же степени, что и AI-компания. Они создают лучшие модели, чем OpenAI и Anthropic, но они также делают много других вещей, которые никто другой делать не может.

  • OpenAI пытается войти на рынки, где Google уже король. Возьмем поиск (одну из самых важных категорий программного обеспечения). Google и YouTube (№1 и №2 по общему поисковому трафику, оба под зонтиком Alphabet) получают комбинированную долю 50% от общего трафика в мире (на рабочих столах). ChatGPT находится (похвально, хотя) на 6-м месте с 2,33%. Разве "ChatGPT не убил Google" 2 года назад? Сэм Альтман знает, что он пытается победить окончательного босса. (Кроме того, если у кого-то и есть массив данных, то это Google: YouTube, Search, Books, Photos и т.д.).

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  • Но поиск — это лишь один из семи продуктов Google с не менее чем двумя миллиардами активных пользователей в месяц (Search, YouTube, Android, Maps, Chrome, Gmail и Play Store). Я хвалю OpenAI за то, что они довели ChatGPT до 500 миллионов активных пользователей в неделю (опять же, похвально), но они играют в разных лигах. Что происходит, когда Google добавляет Gemini к своему всему набору продуктов? Внезапно миллиарды людей получают доступ по умолчанию к лучшему AI в мире бесплатно. И это не говоря уже о также чрезвычайно популярных облачных сервисах Workspace (Drive, Gmail, Docs, Sheets…).

  • Говоря об облачных вычислениях. Google, помимо того, что является AI-компанией и программной компанией, является гиперскейлером: Google Cloud арендует чипы таким компаниям, как Anthropic, и сотрудничает с компаниями, такими как Nvidia. OpenAI, между тем, зависит от Microsoft Azure, а Anthropic также зависит от Amazon AWS. В то время как они оба щекочут ноги Google своими релизами AI, Google правой рукой борется с настоящими гигантами — Microsoft и Amazon — в облачном пространстве.

Инфографика: Amazon и Microsoft лидируют на глобальном облачном рынке | Statista
Инфографика: Amazon и Microsoft лидируют на глобальном облачном рынке | Statista
  • А левая рука? Подождите: AI, программное обеспечение, облако... Я что-то забываю. О, конечно, Google также является аппаратной компанией. Левой рукой Google борется с Nvidia на рынке AI-чипов (как для устранения своей бывшей зависимости от GPU, так и для продажи своих чипов другим компаниям). Насколько хорошо у них дела? Они только что анонсировали 7-ю версию своего TPU, Ironwood. Характеристики впечатляют. Это чип, созданный для эпохи AI-инференса, как и Nvidia Blackwell. Но Nvidia занята борьбой с маленькими стартапами, которые стремятся захватить долю рынка на стороне инференса для AI-рабочих нагрузок, в то время как доходы Google защищены в других местах. А OpenAI... ну.

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Я наверняка что-то упускаю, но думаю, что это достаточно побед для Google.

Когда я складываю картину Google + DeepMind вместе, я могу только удивляться, почему люди, включая меня, когда-либо стали такими оптимистичными относительно OpenAI или Anthropic или даже Meta.

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    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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