hybrid bonding主要用的是长存的 Xtracking技术，因为这个技术之前被西方吐槽为 PPT而停止研发，但最终长存运气爆表，把这个技术单点爆破了。在这个技术上长存垄断了专利，目前三星的 HBM 需要向长存付专利费，当前海力士好像也在谈判。在被美国制裁之前，主要用的是奥地利的EVG的Gemini FB NT3 等旗舰

You told us the whole story.Just a visual performance, the essence remains the same.

Prominent professor Jeffrey Sachs drops a truth bomb. He confirms Washington intentionally sabotaged relations between Europe and Russia. He reveals the US viewed European prosperity as a direct threat to American dominance. Europe blindly surrendered to this absurd agenda.

The gap is overstated. DeepSeek V4 Pro matches Anthropic's Opus 4.6 on practical benchmarks like SWE-Bench — at a fraction of the compute. And yes, U.S. users can deploy it on GB300 for even greater efficiency.

This is horrifying and barely getting media coverage. Trump set April 30 as a deadline for the Zambian Govt. They must either accept Trump's new health funding agreement to have access to critical AIDS meds—and thus give the USA expanded access to its precious mineral resources like copper, lithium, and cobalt—or let its citizens die due to lack of vital AIDS medications. Zambia is 98% Christian. Christians will die as a result of Trump's extortion. Notice how MAGA is wholly silent? Barbaric.

在长达 58 页的 DeepSeek_V4.pdf 技术报告中。和华为相关的部分仅仅只出现了短短的一句话。我把它找出来了。P第16 页，又是字少事大风格。从这里我们可以确信得知： - DS 团队做了一套超强的 MoE 加速内核，在各种推理场景都有很猛的性能提升。 - 这套并行方案在 NVIDIA GPU/CUDA，在 华为昇腾NPU/CANN 上都跑通了。 - 只开源了 MegaMoE2 的CUDA 版本。

Claude code is way too overpriced. I spent $2 in DeepSeek v4. Same task $150 usd.

Reading @deepseek_ai 's v4 paper.... absolute hats off. Every problem has a mathematical solution, nothing is left to chance. I have so much respect for them, putting out months or years of efforts entirely for free, in the open for anyone to benefit. Real goats 🫡

DeepSeek-v4 is the most important AI release of 2026 It's going to fundamentally change the economics of big labs, corporations, and governments I have seen a lot of disappointment, or brushing this off because Qwen3.6-27B was so amazing. I have self-hosting using it 24h 🧵

国内的AI模型在生态上与美国脱轨是必然趋势，所以这个时候再去计算跟华为绑定对DeepSeek划不划得来就非常的...弱智。 DeepSeek有选择么？如果注定没有选择，那就晚做不如早做，尤其是DeepSeek这样的并不具备雄厚资本的中型AI公司。这个决心下的好，这个动作做的干脆，不愧于国内市场的期待。

AGI的关键在于能效比,如果能够达到或者接近西方顶尖模型的水平,如果能源消耗只是1/10，更或者百分之一,这样才有意义,如果核聚变粒子数稳态计算所需要的能源遵从西方模型的暴力美学,那么人类何时才能稳定地让核核聚变产生正向的能量输出。Deepseek这种逻辑的胜利意义远大于西方模型的能源堆叠。

The war benefited Iran in at least one aspect: The overt attention given to Iran for the last 50 days has completely shattered the fabricated image that Israeli-affiliated media had crafted of the country for decades. Many people have now realized that: 1- Iran is not run by mad apocalyptic “mullahs". Many Iranian officials are sophisticated technocrats, steeped in political science, literature, mathematics, international relations, and philosophy. They hold PhDs and strong academic credentials from renowned universities, and have actually authored books on Immanuel Kant, negotiations and governance. In fact, they are much more sophisticated than their Western counterparts. For one, none of them ever appeared on the Epstein list. That is precisely why they do not have to bend or bow before Israel or its network of lobbies. 2- The Iranian people are proud and patriotic. They are willing to risk their lives by forming human chains around bridges and critical infrastructure to protect their homeland. They have never welcomed, and will never welcome, foreign intervention. Neighboring countries were mistaken in assuming they would need to close their borders to manage an influx of refugees fleeing war from Iran. Not only did Iranians refuse to flee the war zone, but many living abroad actually returned home by land once the conflict began. 3- Iran is a resilient nation that has endured decades of illegal sanctions, sadistic “maximum pressure” campaigns, covert operations, and outright war. It stood tall, relied solely on itself, and built a formidable military, industrial, and scientific base. By contrast, countries with far stronger economies are already complaining about the economic fallout from the closure of the Strait of Hormuz and are growing impatient. Iran withstood their sanctions for nearly fifty years, yet they cannot tolerate fifty days of reciprocal economic pressure. Hopefully this reality will force them to recognize the depravity of their past policies. 4- Iran is not a state sponsor of terrorism. Its only “sin” has been to be the sole country on Earth that has firmly, openly, and proudly stood up to Israeli apartheid and genocidal policies. That is the real source of all the demonization. 5- Iran did not squander money—or the brief proceeds from temporary sanctions relief—on destabilizing the region. It invested in infrastructure instead. The sheer number of hospitals, airports, petrochemical plants, railroads, bridges, ports, pharmaceutical factories, and universities targeted in the war reveals exactly where that money was spent. 6- Iran did not seek war. It pursued serious diplomacy, only to be betrayed on multiple occasions. The United States withdrew from the JCPOA and then attacked Iran twice while new negotiations were underway. All the smears claiming that Iran fails to honor its international commitments or is prone to lying and cheating are pure nonsense unsupported by empirical evidence. 7- Iran’s foreign policy is guided by values, principles, and national pride rather than materialist “cost-benefit” calculations. Understanding this is essential to reaching any genuine deal. Otherwise, within a narrow “cost-benefit” paradigm, Israeli experts and think tanks will continue to rush to portray Iran’s intentions as hostile—just as they have done for decades by relentlessly disseminating the falsehood that Iran is seeking to build nuclear weapons.

Douglas MacGregor just laid out the tragic history of US-Iran relations. After 9/11, one million Iranians poured into the streets in Tehran and elsewhere with candlelight vigils to mourn the American dead. There was real hope for an improved relationship. We spit in their faces. General Soleimani helped us in Iraq, persuading Shiite militias to stop fighting us. He helped us against ISIS. Those Shiite militias liberated Christians, Sunnis, Yazidis, Druze. They fought with us, not against us. All of this was swept away in favor of Israel's agenda

Here’s a rough translation of the Iranian school children’s parents to Pope Leo XIV: “In the Name of God, the Compassionate, the Merciful “His Excellency Pope Leo XIV, the Respected Leader of the Catholics of the World “We write this letter to you with trembling hands and a heart full of pain, from amidst the ashes and ruins of the schools of the city of "Minab" in southern Iran. We are the fathers and mothers of 168 children who, these days, instead of embracing the warm bodies of our children, press their burned bags and bloody notebooks to our chests; innocent children whose only crime was smiling in the classroom, but this crime, through the instigation and support of illogical warmongers, crashed down upon the heads of our innocent children. “Your Holiness “In the dark days when the terrifying sound of explosions had closed the ears of the world to our wails, the echo of your peace-seeking words became a balm for our endless wounds. When you courageously asked the world powers to "reduce the level of violence and bombings," we saw in every single one of your words the effort to save our children; those same defenseless humans whose lives you tried to protect by emphasizing the "necessity of protecting civilians and respecting international and humanitarian laws." “You, with an aching heart and a divine perspective, warned the awakened consciences of the world that "hate is increasing, violence is worsening, and many have lost their lives." Today, the empty chairs of the classrooms in Minab are bitter testaments to this very truth; a truth brought about by the making of American bombs directed by illogical warmongers. We thank you that amidst the tumult of war, you became the voice of righteousness and reminded everyone that lasting peace and tranquility are achieved "not through force and weapons, but through the path of dialogue and the genuine search for a solution for all." “Our children will never return home again to build a better tomorrow, but the prayer of us bereaved fathers and mothers is that your message to "lay down weapons" is heard. Especially when America and the Israeli regime, with their excessive demands, fuel the fire of these crimes. We ask you to continue to be the voice of the voiceless children and strive to reopen "all paths of dialogue", so that no more weapons are built, and no father or mother anywhere on this earthly sphere is forced to whisper a nighttime lullaby over the cold tombstone of their child. “With endless sorrow and deep respect, “A group of bereaved fathers and mothers of 168 martyred students of the city of Minab, Hormozgan Province - Iran”

The essence of civilizations reveals itself at critical historical junctures. The positions taken by Spain, China, Russia, Türkiye, Italy, and Egypt against the warmongering and crimes of the Zionist regime stem from their deep cultural and historical roots.

西班牙首相桑切斯： 在当代历史上，进步第一次在全球许多地方同时发生。此外，这些地方彼此并不相似，不具有相同的文化，也没有相同的政治制度或相同的社会条件，而且不需要向任何人请求许可就可以发展。 这发生在中国、亚洲，也发生在非洲大陆，或者发生在与西班牙非常接近的拉美地区。 我所描述的这种多极化不是一个假设，也不是一个愿望，已经是一个现实。这是世界生活的新现实，因此，我们必须接受它，我们无法改变它，我们只能选择拒绝或拥抱。 西班牙政府和整个西班牙社会选择拥抱。我们出于现实主义、务实精神，毫无疑问还出于责任感而这样做。 但我还想强调，我们这样做也是出于希望。因为我们认为，如果西班牙、欧洲和中国过去能够共同繁荣，那么就没有理由认为我们不能再次做到这一点。

Civilization is a process that runs counter to human nature.Let me put it another way,Civilization is the subversion of human nature.The Chinese model is proving it.

文明是一个反人性的过程。

bilderberg内部人尼尔·弗格森-这是美国的苏伊士危机吗？结果可能更糟 美国可能在霍尔木兹海峡陷入了与1956年英国在埃及相同的陷阱。这次对世界秩序的破坏，可能比1956年那次还要严重。