TechCrunch

NOVEMBER 1, 2021

OctoML , a Seattle-based startup that helps enterprises optimize and deploy their machine learning models, today announced that it has raised an $85 million Series C round led by Tiger Global Management. The company also recently worked with Microsoft on a project about deploying video content moderation at scale.

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TechCrunch

MARCH 28, 2023

The appetite for generative AI — AI 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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CIO

JANUARY 9, 2025

The commodity effect of LLMs over specialized ML models One of the most notable transformations generative AI has brought to IT is the democratization of AI capabilities. These autoregressive models can ultimately process anything that can be easily broken down into tokens: image, video, sound and even proteins.

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TechCrunch

MARCH 20, 2023

Generative AI is already looking like the major tech trend of 2023. And it’s against that backdrop that a fledgling startup called Tavus is looking to make its mark by enabling companies to create “unique” videos tailored to a specific individual, but based entirely on a single initial recording.

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AWS Machine Learning - AI

NOVEMBER 21, 2024

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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CIO

AUGUST 9, 2024

As business leaders look to harness AI to meet business needs, generative AI has become an invaluable tool to gain a competitive edge. What sets generative AI apart from traditional AI is not just the ability to generate new data from existing patterns. Take healthcare, for instance.

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CIO

SEPTEMBER 29, 2023

If any technology has captured the collective imagination in 2023, it’s generative AI — and businesses are beginning to ramp up hiring for what in some cases are very nascent gen AI skills, turning at times to contract workers to fill gaps, pursue pilots, and round out in-house AI project teams.

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CIO

MAY 30, 2024

Generative AI is poised to disrupt nearly every industry, and IT professionals with highly sought after gen AI skills are in high demand, as companies seek to harness the technology for various digital and operational initiatives.

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AWS Machine Learning - AI

MARCH 20, 2025

Gartner predicts that by 2027, 40% of generative AI solutions will be multimodal (text, image, audio and video) by 2027, up from 1% in 2023. The McKinsey 2023 State of AI Report identifies data management as a major obstacle to AI adoption and scaling.

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AWS Machine Learning - AI

MAY 30, 2024

Organizations across media and entertainment, advertising, social media, education, and other sectors require efficient solutions to extract information from videos and apply flexible evaluations based on their policies. Generative artificial intelligence (AI) has unlocked fresh opportunities for these use cases.

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CIO

DECEMBER 18, 2024

Those days are behind us, as deepfake audio and video are no longer just for spoofing celebrities. Deepfake fraud attacks surged 3,000% last year, and unlike email phishing, audio and video deepfakes dont come with red flags like spelling errors or strange links. Why are contact centers vulnerable?

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CIO

SEPTEMBER 26, 2024

Perhaps the most exciting aspect of cultivating an AI strategy is choosing use cases to bring to life. This is proving true for generative AI, whose ability to create image, text, and video content from natural language prompts has organizations scrambling to capitalize on the nascent technology.

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AWS Machine Learning - AI

NOVEMBER 20, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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AWS Machine Learning - AI

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. Watch this video demo for a step-by-step guide. For more information, see Handling ModelNotReadyException.

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CIO

AUGUST 19, 2024

Yet as organizations figure out how generative AI fits into their plans, IT leaders would do well to pay close attention to one emerging category: multiagent systems.

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AWS Machine Learning - AI

JANUARY 13, 2025

This post shows how MuleSoft introduced a generative AI -powered assistant using Amazon Q Business to enhance their internal Cloud Central dashboard. Amazon Q Business is one of the AWS suites of generative AI services that provides a web-based utility to set up, manage, and interact with Amazon Q. Sona Rajamani is a Sr.

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TechCrunch

AUGUST 5, 2023

So until an AI can do it for you, here’s a handy roundup of the last week’s stories in the world of machine learning, along with notable research and experiments we didn’t cover on their own. Not every video creator can be bothered to write a description. Even the best AI models today tend to “hallucinate.”

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CIO

OCTOBER 25, 2023

From IT, to finance, marketing, engineering, and more, AI advances are causing enterprises to re-evaluate their traditional approaches to unlock the transformative potential of AI. What can enterprises learn from these trends, and what future enterprise developments can we expect around generative AI?

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AWS Machine Learning - AI

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).

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CIO

NOVEMBER 4, 2024

However, many face challenges finding the right IT environment and AI applications for their business due to a lack of established frameworks. Currently, enterprises primarily use AI for generative video, text, and image applications, as well as enhancing virtual assistance and customer support.

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CIO

DECEMBER 13, 2023

Advances in AI, particularly generative AI, have made deriving value from unstructured data easier. Structured data lacks the richness and depth that unstructured data (such as text, images, audio, and video) provides to enable more nuanced insights. What’s different now? have encouraged the creation of unstructured data.

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CIO

OCTOBER 28, 2024

In these cases, the AI sometimes fabricated unrelated phrases, such as “Thank you for watching!” — likely due to its training on a large dataset of YouTube videos. Another machine learning engineer reported hallucinations in about half of over 100 hours of transcriptions inspected.

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AWS Machine Learning - AI

NOVEMBER 22, 2023

Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. And although generative AI has appeared in previous events, this year we’re taking it to the next level. This year, learn about LLMOps, not just MLOps!

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AWS Machine Learning - AI

MAY 1, 2025

For application development, refer to Build agentic AI solutions with DeepSeek-R1, CrewAI, and Amazon SageMaker AI About the Authors Mona Mona currently works as a Sr World Wide Gen AI Specialist Solutions Architect at Amazon focusing on Gen AI Solutions.

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CIO

NOVEMBER 27, 2024

Common data management practices are too slow, structured, and rigid for AI where data cleaning needs to be context-specific and tailored to the particular use case. For AI, there’s no universal standard for when data is ‘clean enough.’ In the generative AI world, the notion of accuracy is much more nebulous.”

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AWS Machine Learning - AI

MARCH 4, 2024

Amazon Bedrock is the best place to build and scale generative AI applications with large language models (LLM) and other foundation models (FMs). It enables customers to leverage a variety of high-performing FMs, such as the Claude family of models by Anthropic, to build custom generative AI applications.

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AWS Machine Learning - AI

AUGUST 8, 2024

Webex by Cisco is a leading provider of cloud-based collaboration solutions, including video meetings, calling, messaging, events, polling, asynchronous video, and customer experience solutions like contact center and purpose-built collaboration devices.

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CIO

SEPTEMBER 13, 2023

But watching her 30-minute video on “Vector Embeddings for Beginners” will be time well-spent for many people who have no intention of ever doing hands-on- coding. Let them test, learn, and–as the teams individually and collectively build their generative AI knowledge and skills–start playing to win by deploying to prod.

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TechCrunch

FEBRUARY 21, 2023

Replicate , a startup that runs machine learning models in the cloud, today launched out of stealth with $17.8 Replicate , a startup that runs machine learning models in the cloud, today launched out of stealth with $17.8 Firshman and Jansson developed Cog, which runs on any newer macOS, Linux or Windows 11 machine.

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AWS Machine Learning - AI

AUGUST 26, 2024

The rise of foundation models (FMs), and the fascinating world of generative AI that we live in, is incredibly exciting and opens doors to imagine and build what wasn’t previously possible. Users can input audio, video, or text into GenASL, which generates an ASL avatar video that interprets the provided data.

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CIO

JULY 14, 2023

Whether it’s text, images, video or, more likely, a combination of multiple models and services, taking advantage of generative AI is a ‘when, not if’ question for organizations. Since the release of ChatGPT last November, interest in generative AI has skyrocketed.

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AWS Machine Learning - AI

MAY 15, 2024

To help advertisers more seamlessly address this challenge, Amazon Ads rolled out an image generation capability that quickly and easily develops lifestyle imagery, which helps advertisers bring their brand stories to life. We end with lessons learned. Watch this presentation to learn how you can start your project with JumpStart.

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AWS Machine Learning - AI

NOVEMBER 14, 2024

In the rapidly evolving world of generative AI image modeling, prompt engineering has become a crucial skill for developers, designers, and content creators. Understanding the Prompt Structure Prompt engineering is a valuable technique for effectively using generative AI image models.

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AWS Machine Learning - AI

JULY 10, 2024

Today, we are sharing a progress update on our responsible AI efforts, including the introduction of new tools, partnerships, and testing that improve the safety, security, and transparency of our AI services and models. Techniques such as watermarking can be used to confirm if it comes from a particular AI model or provider.

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AWS Machine Learning - AI

APRIL 11, 2024

Looking back at AWS re:Invent 2023 , Jensen Huang, founder and CEO of NVIDIA, chatted with AWS CEO Adam Selipsky on stage, discussing how NVIDIA and AWS are working together to enable millions of developers to access powerful technologies needed to rapidly innovate with generative AI.

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AWS Machine Learning - AI

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.

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CIO

JUNE 24, 2024

Chris Sharp, CTO, discusses AI’s unique requirements for power density and interconnectivity and how PlatformDIGITAL® has been the home of AI and HPC deployments for many years. Watch this video to hear how these early deployments influenced our AI and HPC solutions. Download our AI for IT Leaders whitepaper.

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