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Source channel @MachineLearningResearch · Post #75 · Jun 3

Европейские эксперты выпустили белую книгу о текущем состоянии и перспективах квантового ML Это не просто новая технология, а потенциальная смена вычислительной парадигмы Страны/регионы, которые сейчас создадут правильную экосистему (таланты + инфраструктура + стандарты + применения), получат долгосрочное технологическое лидерство Стратегические выводы из отчета: 1. Мы на пороге технологической революции • Две вычислительные революции происходят одновременно - ML и квантовые вычисления, с разными уровнями зрелости • Их синергия создаст качественно новые возможности, недоступные каждой технологии по отдельности 2. Геополитическая гонка уже началась • ЕС зажат между доминированием США и растущей ролью Китая, особенно в ML • Патенты на применение ML в квантовых вычислениях уже активно регистрируются, в основном в США • Пример #DeepSeek показывает, что инновации и открытые модели могут кардинально изменить баланс сил 3. Критическое окно возможностей: 5-10 лет • Сейчас формируются стандарты и платформы, которые определят будущее • Лидерство в этих областях определяется научным превосходством и способностью создавать интегрированные программные платформы • Кто создаст экосистему первым, тот получит долгосрочное преимущество 4. Ключевые стратегические направления: То, что уже работает-ML для улучшения квантовых систем Это создает немедленную ценность и ускоряет развитие Среднесрочная перспектива (критично для лидерства): • Гибридные квантово-классические системы • Квантовые алгоритмы для конкретных промышленных задач Долгосрочная цель (определит будущее): • Полностью квантовые ML-системы • Принципиально новые вычислительные парадигмы 5. Стратегические рекомендации: - Инвестиции должны идти параллельно в: • Фундаментальные исследования • Прикладные разработки • Инфраструктуру (квантовые компьютеры + классические HPC) - Критически важно: • Создание открытых платформ и стандартов • Подготовка специалистов на стыке квантовых технологий и ML • Баланс между открытой наукой и коммерческой конкурентоспособностью - Энергетический аспект: Необходимо оценивать и оптимизировать энергопотребление как квантовых ML решений, так и классического ML для квантовых технологий Это может стать конкурентным преимуществом Риск для отстающих- зависимость в критических областях (медицина, безопасность, материалы, энергетика) на десятилетия вперед

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Crypto M - Crypto News

@CryptoM · Post #64800 · 04/10/2026, 12:36 AM

🚀 Iran Declines Participation in U.S. Peace Talks Without Lebanon Ceasefire Iran has communicated to mediator Pakistan that it will not engage in peace talks with the United States unless a ceasefire is established in Lebanon. According to NS3.AI, this decision underscores Iran's stance on prioritizing regional stability before diplomatic negotiations. The move highlights the complexities of Middle Eastern geopolitics, where ongoing conflicts influence diplomatic interactions. #Iran#US#PeaceTalks#Lebanon#Ceasefire#MiddleEast#Geopolitics#RegionalStability

Crypto M - Crypto News

@CryptoM · Post #64748 · 04/09/2026, 05:55 PM

🚀 U.S. President Donald Trump Anticipates Imminent Peace Agreement with Iran U.S. President Donald Trump has conveyed a positive outlook regarding the potential for a peace agreement with Iran. According to NS3.AI, Trump believes that negotiations are progressing favorably, suggesting that a resolution may be reached soon. This development comes amid ongoing diplomatic efforts to address tensions between the two nations. The President's remarks highlight a significant shift in the geopolitical landscape, with implications for international relations and regional stability. #DonaldTrump#Iran#PeaceAgreement#Diplomacy#InternationalRelations#Geopolitics#MiddleEast#Negotiations#RegionalStability

Crypto M - Crypto News

@CryptoM · Post #65390 · 04/13/2026, 04:28 AM

🚀 Iranian Lawmaker Deletes Post on U.S. Demands in Nuclear Talks Saeed Mahmoud Nabavian, an Iranian lawmaker engaged in discussions between the U.S. and Iran, recently shared and subsequently removed a social media post detailing three demands from the United States. According to NS3.AI, the deleted message outlined the U.S. requests for joint sharing of benefits from the Strait of Hormuz, the removal of all uranium enriched to 60% from Iran, and a 20-year prohibition on uranium enrichment. The post's removal has sparked speculation about the ongoing negotiations and the potential implications for regional stability. #Iran#US#NuclearTalks#StraitOfHormuz#UraniumEnrichment#MiddleEast#Diplomacy#InternationalRelations#RegionalStability

The 21st meeting of CIS security and intelligence chiefs is taking place in Samarkand. Mirziyoyev called for diplomatic conflict resolution and stronger regional stability. https://yep.uz/en/2025/10/cis-intelligence-chiefs-samarkand-mirziyoyev-diplomatic-resolution/ #Samarkand#CIS#Mirziyoyev#intelligence#security#diplomacy#regionalstability#internationalsecurity

Crypto M - Crypto News

@CryptoM · Post #65058 · 04/10/2026, 05:08 PM

🚀 Israel-Hezbollah Conflict Complicates U.S.-Iran Relations The ongoing conflict between Israel and the Iran-backed Lebanese militia Hezbollah is adding complexity to the United States' efforts to resolve its longstanding tensions with Iran. Bloomberg posted on X, highlighting the intricate geopolitical dynamics at play. The hostilities between Israel and Hezbollah have intensified, with both sides engaging in military actions that threaten to escalate further. This situation is complicating U.S. diplomatic strategies aimed at de-escalating tensions with Iran, as Hezbollah's actions are closely linked to Iranian interests in the region. The U.S. has been attempting to negotiate with Iran to address various issues, including nuclear capabilities and regional influence. However, the involvement of Hezbollah, a significant player in the Middle East conflict, poses challenges to these diplomatic efforts. As the situation unfolds, the international community is closely monitoring developments, with concerns about potential broader implications for regional stability. The U.S. continues to navigate these complex relationships, seeking a resolution that addresses both its strategic interests and the security concerns of its allies in the region. #Israel#Hezbollah#USIranRelations#MiddleEastConflict#Geopolitics#USDiplomacy#Iran#Lebanon#RegionalStability#NuclearNegotiations#MilitaryEscalation#InternationalRelations

Crypto M - Crypto News

@CryptoM · Post #65155 · 04/11/2026, 01:17 PM

🚀 U.S.–Iran Discussions Begin as Vice President Vance Leads Talks in Islamabad Key Takeaways JD Vance is leading high-stakes talks with Iran in Islamabad.Negotiations aim to stabilize the ceasefire and end the conflict.Talks are indirect and mediated by Pakistan amid deep mistrust.Key issues include Strait of Hormuz, sanctions, and nuclear program. Talks Officially Underway Discussions involving the United States and Iran have officially begun in Islamabad, with JD Vance heading the US delegation. The negotiations are part of a broader effort to extend a fragile ceasefire and potentially move toward a longer-term resolution of the conflict. Pakistan Acting as Mediator The talks are being hosted and mediated by Pakistan, which has played a central role in facilitating communication between both sides. Meetings are taking place under tight security conditionsDelegations are engaging through indirect channels, though direct talks may occurPakistani officials are coordinating between both sides to push toward progress High-Stakes Agenda Key topics under discussion include: Reopening the Strait of Hormuz (critical for global oil supply)Potential sanctions relief for IranLimits on Iran’s nuclear programBroader regional stability and ceasefire enforcement Tensions and Mistrust Remain High Despite the start of talks, major disagreements persist: Iran has set conditions, including halting certain military actionsThe US has maintained a firm stance and warned against delaysBoth sides remain cautious, reflecting deep geopolitical mistrust #USIranTalks#JDVance#Islamabad#PakistanMediating#Ceasefire#StraitOfHormuz#Sanctions#NuclearProgram#RegionalStability#GeopoliticalTensions#DiplomaticNegotiations#HighStakes