MI355 disaggregated serving is competitive to B200 disaggregated serving... for FP8 but when composability all the optimizations that frontier labs use together like wide expert parallelism+disagg+FP4+kvcache offloading AMD is still jestermaxxing & lackluster. King Anush Elangovan needs to focus on composability of inference optimizations for ROCm stack in order to defeat the CUDA moatshow more

Something NVIDIA & Google do better than anyone else... is software-hardware-system co-design, and not just optimizing hardware for current model architectures, but predicting future ones. Back in early 2022, when NVIDIA started the design process for NVL72, MoE (Mixture of Experts) models were not yet the standard, and dense models were still dominant for frontier models. However, NVIDIA's strong software-hardware co-design culture enabled them to make a calculated bet that MoEs were the future, and they built NVL72 specifically for best MoE performance per TCO (Total Cost of Ownership). Furthermore, back in 2022, disaggregated prefill and wide expert parallelism (wideEP) MoE inference optimizations hadn't been invented yet, but it turns out that these MoE inference optimizations work best on large-scale systems like NVL72. While most other AI chip companies' in-house AI labs focus on training small 5B models that mainly use data parallelism, NVIDIA and Google's in-house AI labs continuously push the boundaries of model architecture and training recipes, such as NVFP4 training. Just like Super Idol & IShowSpeed, there must be a strong partnership between software engineers and hardware engineers to deliver the best systems that maximize performance per TCO.show more

A Good Q2 for Cerebras. Cloud revenue nearly quadrupled.... Core revenue more than doubled. Beat guidance on every core business metric - revenue, gross margins, operating margins. Raised full-year guidance across the board. $25.4 billion in remaining backlog. And 600MW+ of data center capacity now up or under contract for delivery by Q4 2027 to serve it. Behind the numbers: Manufacturing capacity scaling more than 10x in 2026. We partnered with OpenAI and are serving their frontier model, GPT-5.6 Sol. Partnerships with AMD and Amazon Web Services establish Cerebras as the leader in disaggregated inference. Fast inference is winning across many markets: coding, agentic flows and increasingly cybersecurity.show more

AMD claims that all their software is open source,... yet reality does not match this claim. For example, AMD's rocprof-trace-decoder is still completely closed source currently despite repeated requests for months by ML community members such as George Hotz, who is a daily AMD GPU end user. On the same June Spotify podcast, Tobias Macey & AMD's Anush Elangovan (who has a new twitter pfp) said that "open source allows for innovation to go at the pace at which the people using [AMD] want to, right, and it's not limited by the ability of what we put out in closed source form". We agree with an open source first approach and we agree that AMD should not limit ML community members like George Hotz by continuing to keep rocprof-trace-decoder closed source. When will AMD open source rocprof-trace-decoder?show more

MRC is already deployed across all of OpenAI’s largest... supercomputers that we use to train frontier models, including our site with Oracle Cloud Infrastructure (OCI) in Abilene, Texas, and in Microsoft’s Fairwater supercomputers. MRC is now available through the Open Compute Project for the entire industry to use and build on.show more

Establishing 'Pressing triggers' is about ensuring the team are... on the same wavelength of when & how to act when they do not have the ball, in order to find the best opportunity to be aggressive in regaining it. Re-watching the Brighton game, in reference to the past 11 months, it's apparent that this is still an issue for Amorim's united in preventing them from being easy to attack.show more

$🍩Day is coming to Chicago on 11/19! We’re serving... up BIG things with Amazon. Stay tuned for the pop up address & info! Since the best things in life are free (like Grubhub+ for Amazon Prime members), we’re giving away a $500 Grubhub gift card ✨ Want to enter for your chance to win? - Tell us your favorite Grubhub+ order - Tag a friend - Use #ZeroDollarDaySweepstakes Prime members: activate your free Grubhub+ now atshow more

Don’t be like this player. So many players still... don’t use boost efficiently, even though boost management is the most important skill in the game. A good guideline is to save boost for when you’re making a play on the ball and use your movement to get to the ball. Here is a player who uses all of his boost to chase the ball, and when he ends up low on boost, he keeps chasing anyway. This leads to him bumping his teammate and giving up an easy goal.show more

During the CJP protest, Junaid was feeding the protesters... biryani, chole bhature, rajma chawal, ice cream, pizza, and burgers every day. But now, when students have been protesting in Ranchi, Jharkhand for the past 15 days, many people kept questioning Junaid about why he was providing free food to students during the CJP protest but was not going to Jharkhand to feed the protesting students there. After all these days, Junaid has finally gone to Jharkhand, but he is only distributing simple, inexpensive Dal and rice to the students. During the CJP protest, Junaid was serving such delicious food. Why is he serving only plain, tasteless dal and rice to the students in Jharkhand? Why is he treating the Jharkhand students as second-class? He should be serving the same delicious and expensive food in Jharkhand that he served during the CJP protest. It seems that Junaid has gone to Jharkhand only as a formality because he was afraid of the questions being raised by the public.show more

When some people in England recoil at the thought... of bombing the IRGC and the mad Mullahs in Iran I would just like to remind them.... When they call for the death of England...... I say give them death. That is all, thanks for your attention on this matter.show more

The state, in its infinite wisdom, has decided that... the best way to deal with a woman who speaks for the unheard is to ensure she is unheard too. Mahrang Baloch, a leader too genuine for the carefully curated democracy around her, now sits behind bars—not for any crime, but for the far greater offense of making the voiceless believe they could have a voice. Of course, they call it “maintaining order.” Because nothing disturbs order quite like a woman who refuses to sit down, who dares to ask why the disappeared are still missing, why justice is always delayed, and why the only thing that moves swiftly in this country is the hand that silences dissent. #MahrangBaloch #Women #Quettashow more

To westerners, this video looks like a normal, everyday... occurrence in town. But in occupied Iran, this is what civil disobedience looks like: uncovered hair, young people dancing, and western music. All things that are banned by Sharia Law. Don't be fooled by the pro-regime propagandists who will use this video to claim that "Iran is free" and "No need to overthrow the Islamic Republic". Iran is still occupied by the terrorist Islamic Republic. Iranians are being executed every day in the name of Islam for the crime of speaking out and wanting to live in a free and secular society. This is just a glimpse of the slow crumble of Islamic oppression on a society that yearns for freedom. Expect to see more signs of civil disobedience as the regime continues to crumble and collapse. And expect to see more disinformation coming out, claiming that Iran is "already free", by those who are trying desperately to keep the Islamic Republic occupying Iran in power.show more

He's not wrong lol. HR has a ceiling &... is meaningless in front of characters who can use CE to obtain higher stats.. But that's only when we're talking about people like Yuta & beyond.. For most Maki's HR is insane. It's the equivalent of having that level of CE reinforcement on at all times, effortlessly. Like Gojo's barrier.. #JujutsuKaisen #JJKshow more

Irish people, pay attention to what's happening in Minneapolis... because a similar situation is developing in Ireland. 1,500 migrants are planning to descend on government buildings next week to demand amnesty and an end to all deportations. They're promising "no justice, no peace." Did you know a left-wing terrorist named Stephen Bedford is currently serving a prison sentence for driving his car through a crowd of Irish people who were calling for deportations? Similar to the US, migrants, NGOs and the left are working together to bring chaos to our streets.show more

In Guangzhou, a foreign woman living with lower-body paralysis... tried a Chinese-made exoskeleton for the first time — and took her first steps on her own. The joy on her face was incredible. Her family was moved to tears. The Chinese team rushed over with big smiles and warm hugs. This is the beautiful side of technology: not a tool for dominance or conflict, but a bridge to help people walk again, live again, and smile again. When innovation focuses on serving humanity, we all move forward together. A more compassionate future is possible.show more

A year ago, I called Nvidia the literal bargaining... chip in US-China trade. Today the thesis is no longer mine alone. Anthropic just published "2028: Two scenarios for global AI leadership" arguing compute is the entire game. Close the smuggling loopholes, kill distillation attacks, lock in a 12-24 month US lead. Same day, Reuters: US Commerce approved H200 sales to Alibaba, Tencent, ByteDance, Up to 75,000 chips each. Lenovo and Foxconn cleared as distributors. Jensen is in China this week trying to convert paper approvals into actual deliveries. The math: China was 13% of Nvidia revenue ($17B in FY25). Jensen at GTC: "$50B opportunity in 2025 alone, growing 50% annually." To CNBC in October: "a couple hundred billion by the end of the decade." That's the prize. But the prize is not just the revenue. It's the CUDA lock-in. On Dwarkesh in April, Jensen said the moat is not the silicon. The moat is the install base. Every cloud. Every robot. Every developer trained on CUDA. If China spins up on Huawei Ascend, that is a parallel stack that compounds against Nvidia forever. Concede the second largest compute market, you concede the ecosystem. This is why Jensen got visibly agitated when Dwarkesh pushed. "You are not talking to somebody who woke up a loser." It is also why Beijing is slow-walking the H200 orders. They understand the same thing in reverse. Every CUDA developer is a Huawei customer they will never get back. The bargaining chip is leverage in both directions. Anthropic's policy paper today is the US position. Jensen's posture is the corporate position. Beijing's go-slow is the Chinese position. All three agree on one thing: whoever owns the compute, owns the future. Memory Wars. Co-Design. The Reasoning Tax. All downstream of this. Compute is the unit of national power in the AI era. $NVDAshow more

And every single thing is recorded in 2021——2025 National... Defense Authorization Acts… BEFORE anything was on “News” which means PRE—PLANNED… Outside of the fact the Law more than clearly shows we are still in a Partial Continuity of Government… Which means Congress are under a Military Government and Occupation, all theatre… For those who just cannot grasp that — it still accomplishes the mission… Expose Hypocrisy. When you look at all those who call PDJT a Dictator, Nazi, King, and Threat… Majority of those voted Yea on ALL the terminology in the DEFENSE BUDGETS for the Military that allowed it… Which is why 99.9999999% of “influencers” look unintelligent but should be charged with sedition for ignorantly misleading Americans with surface level nonsense… When there is a CLEAR answer via Law that is designed BIPARTISAN for ALL AMERICANS. Anyone who keeps the partisan up is missing the | 45 ——— 47 | which is Strategic and Special Operations due to the vast ignorance. 🫡♠️🇺🇸show more

Lady Gaga says you have committed violence by objecting... to her celebration of Dylan Mulvaney on International Women’s Day. “It's appalling to me that a post about National Women's Day by Dylan Mulvaney and me would be met with such vitriol and hatred. When I see a newspaper reporting on hatred but calling it ‘backlash’ I feel it is important to clarify that hatred is hatred, and this kind of hatred is violence. “Backlash would imply that people who love or respect Dylan and me didn't like something we did. This is not backlash. This is hatred. “But it is not surprising given the immense work that it's obvious we still have to do as a society to make room for transgender lives to be cherished and upheld by all of us. “I feel very protective in this moment, not only of Dylan, but of the trans community who continues to lead the way with their endless grace and inspiration in the face of constant degradation, intolerance, and physical, verbal, and mental violence. I certainly do not speak for this community, but I have something to say. I hope all women will come together to honor us ALL for International Women's Day, and may we do that always until THE DAY that all women are celebrated equally. That all people are celebrated equally. A day where people of all gender identities are celebrated on whichever holiday speaks to them. Because people of all gender identities and races deserve peace and dignity. “May we all come together and be loving, accepting, warm, welcoming. May we all stand and honor the complexity and challenge of trans life-that we do not know, but can seek to understand and have compassion for. I love people too much to allow hatred to be referred to as ‘backlash.’ People deserve better.”show more