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Build a video insights and summarization engine using generative AI with Amazon Bedrock

AWS Machine Learning - AI

Professionals in a wide variety of industries have adopted digital video conferencing tools as part of their regular meetings with suppliers, colleagues, and customers. Many commercial generative AI solutions available are expensive and require user-based licenses.

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VCs continue to pour dollars into generative AI

TechCrunch

The appetite for generative AIAI that turns text prompts into images, essays, poems, videos and more — is insatiable. According to a PitchBook report released this month, VCs have steadily increased their positions in generative AI, from $408 million in 2018 to $4.8 billion in 2021 to $4.5 DeepMind ).

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Qdrant, an open source vector database startup, wants to help AI developers leverage unstructured data

TechCrunch

For many, ChatGPT and the generative AI hype train signals the arrival of artificial intelligence into the mainstream. Just last year, a similar proposition to Qdrant called Pinecone nabbed $28 million , though Zayarni considers Qdrant’s open source foundation as a major selling point for would-be customers.

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Supercharge your auto scaling for generative AI inference – Introducing Container Caching in SageMaker Inference

AWS Machine Learning - AI

Today at AWS re:Invent 2024, we are excited to announce the new Container Caching capability in Amazon SageMaker, which significantly reduces the time required to scale generative AI models for inference. In our tests, we’ve seen substantial improvements in scaling times for generative AI model endpoints across various frameworks.

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This startup wants to train art-generating AI strictly on licensed images

TechCrunch

Generative AI, particularly text-to-image AI, is attracting as many lawsuits as it is venture dollars. Two companies behind popular AI art tools, Midjourney and Stability AI, are entangled in a legal case that alleges they infringed on the rights of millions of artists by training their tools on web-scraped images.

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QuickVid uses AI to generate short-form videos, complete with voiceovers

TechCrunch

Generative AI is coming for videos. A new website, QuickVid , combines several generative AI systems into a single tool for automatically creating short-form YouTube, Instagram, TikTok and Snapchat videos. Going after video. See this video made with the prompt “Cats”: [link].

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Enhance speech synthesis and video generation models with RLHF using audio and video segmentation in Amazon SageMaker

AWS Machine Learning - AI

As generative AI models advance in creating multimedia content, the difference between good and great output often lies in the details that only human feedback can capture. Take, for instance, text-to-video generation, where models need to learn not just what to generate but how to maintain consistency and natural flow across time.

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