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Tom, Jerry, and the AI That Remembers

Why Everyone’s Talking About TTT

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NVIDIA and Stanford just came up with a cool new method called Test-Time Training (TTT) that helps AI make longer videos without things getting weird halfway through. Basically, it adds memory to existing models so they can keep track of what’s happening across scenes—think smoother storytelling and less glitchy transitions. They tested it on Tom and Jerry cartoons, and it actually held up across different scenes with consistent motion and character behavior. The best part? It’s not some brand new model—it’s just a smart upgrade that could make longer, more coherent AI videos way easier to pull off.

Intel might be teaming up with its biggest rival, TSMC, in a bold move to fix its struggling chip biz. The White House reportedly helped broker the deal, with TSMC eyeing a 20% stake—not in cash, but by lending its top-tier manufacturing know-how. New Intel CEO Lip-Bu Tan is shaking things up after a brutal $16B loss last year. But not everyone's onboard—Intel execs are reportedly nervous about layoffs and losing control. If it goes through, this could be a game-changing U.S. foothold for TSMC and a potential lifeline for Intel.

Adobe just dropped its first Firefly-powered AI feature in Premiere Pro called Generative Extend. It lets editors automatically extend video and audio clips in 4K quality, with AI filling in the gaps seamlessly. Plus, there’s a new AI search to find content like people or objects using natural language. And for those who deal with subtitles, the Caption Translation tool can instantly convert them into 27 languages. These updates aim to save time and improve workflow without losing creative control.

AI just crushed the Turing test—GPT-4.5 fooled humans 73% of the time in UC San Diego’s latest study. Judges chatted with both AI and real people, relying on casual convo and emotional cues to tell them apart. Turns out, AI did it better, even outperforming actual humans in some cases. Meta’s LLaMa-3.1 also held its own with a 56% success rate, while older models barely hit 20%. The Turing test used to be the ultimate AI benchmark—now, it’s just another milestone in the AI takeover.

Cohere just dropped Command A, an enterprise AI model that’s fast, efficient, and runs on just two GPUs—a huge win for companies looking to cut costs. It outperforms GPT-4o and DeepSeek-V3 in speed, business tasks, and multilingual support while packing a 256k context window for handling massive documents. Plus, it integrates seamlessly into Cohere’s North platform for secure AI-powered workflows. With superior efficiency and enterprise-ready features, this could be a game-changer for private AI deployments.

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Prompt: “Write the body copy for a promotional email campaign about GAP spring sale. Write in an upbeat and friendly tone.”

a

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That’s it. See you on the next open. And do me a favor and move this email to your “Primary” inbox - trust me, it’ll be worth it.

- Charlie “Your AI Assistant” Patel