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BREAKING: Trump thinks that 5G (5th Generation wireless technology) stands for how good a camera is on one's phone. This guy is a complete and utter idiot. 1G = 1st Generation (analog cell phones in the 1980s) 2G = 2nd Generation (text messaging, basic data) 3G = 3rd Generation... show more

Brian Krassenstein

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375,209 views • 8 months ago •via X (Twitter)

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Make Pixels Dance: High-Dynamic Video Generation paper page: Creating high-dynamic videos such as motion-rich actions and sophisticated visual effects poses a significant challenge in the field of artificial intelligence. Unfortunately, current state-of-the-art video generation methods, primarily focusing on text-to-video generation, tend to produce video clips with minimal motions despite maintaining high fidelity. We argue that relying solely on text instructions is insufficient and suboptimal for video generation. In this paper, we introduce PixelDance, a novel approach based on diffusion models that incorporates image instructions for both the first and last frames in conjunction with text instructions for video generation. Comprehensive experimental results demonstrate that PixelDance trained with public data exhibits significantly better proficiency in synthesizing videos with complex scenes and intricate motions, setting a new standard for video generation.

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🇨🇳China’s next generation airpower is moving fast. Fresh testing footage shows the J36 in flight, confirming that China now has two sixth generation fighters in the air J36 and J50. 🇺🇸By comparison, the United States is not expected to unveil the F47 until 2028. That creates an almost four year window where China holds a clear lead in bringing sixth generation technology into real testing. A serious shift is taking shape in the race for future air dominance.

🇨🇳China’s next generation airpower is moving fast. Fresh testing footage shows the J36 in flight, confirming that China now has two sixth generation fighters in the air J36 and J50. 🇺🇸By comparison, the United States is not expected to unveil the F47 until 2028. That creates an almost four year window where China holds a clear lead in bringing sixth generation technology into real testing. A serious shift is taking shape in the race for future air dominance.

Defense Intelligence

261,839 views • 8 months ago

Meta announces Movie Gen A Cast of Media Foundation Models We present Movie Gen, a cast of foundation models that generates high-quality, 1080p HD videos with different aspect ratios and synchronized audio. We also show additional capabilities such as precise instruction-based video editing and generation of personalized videos based on a user’s image. Our models set a new state-of-the-art on multiple tasks: text-to-video synthesis, video personalization, video editing, video-to-audio generation, and text-to-audio generation. Our largest video generation model is a 30B parameter transformer trained with a maximum context length of 73K video tokens, corresponding to a generated video of 16 seconds at 16 frames-per-second. We show multiple technical innovations and simplifications on the architecture, latent spaces, training objectives and recipes, data curation, evaluation protocols, parallelization techniques, and inference optimizations that allow us to reap the benefits of scaling pre-training data, model size, and training compute for training large scale media generation models. We hope this paper helps the research community to accelerate progress and innovation in media generation models

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62,719 views • 1 year ago

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91,853 views • 6 months ago

.Polymath is training world generation models to automate the creation of RL environments. Traditionally, RL environment generation has been bottlenecked by human data. Superintelligence will never be achieved by human data alone. Polymath is building the core technology to enable automated environment generation using far less human effort than traditionally required, and eventually none. This allows for more complex and realistic worlds, and higher quality, scale, and diversity of tasks. This will be essential to unlock RL scaling. The end goal is to create large-scale, long-horizon environments from a text description alone. This will enable the creation of worlds of arbitrary complexity and scale, which is foundational for training & evaluating autonomous, superintelligent AI agents. Congrats on the launch, Dylan Ma and Naren Yenuganti!

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44,192 views • 5 months ago

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97,626 views • 5 months ago

We set about reconnecting, and made an important stand on the issue of mobile phones. We are now committed to a mobile phone hand in system from September. The case that Jonathan Haidt made in Anxious Generation is too strong to ignore. We will be a social connection oasis.

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190,284 views • 1 year ago

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367,128 views • 1 year ago

Rent costs an arm and a leg, grocery prices are through the roof, and nobody can find a job. Apparently, the government thinks this is ‘good news’ for young people in Canada. Why are they celebrating that an entire generation is just barely getting by?

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20,748 views • 1 year ago

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