Marktechpost

APRIL 28, 2024

The popularity of AI has skyrocketed in the past few years, with new avenues being opened up with the rise in the use of large language models (LLMs). Having knowledge of AI has now become quite essential as recruiters are actively looking for candidates with a strong foundation in the same.

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Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 103

Flipboard

APRIL 19, 2023

Unstructured Vector databases, for the uninitiated, are geared toward storing such unstructured data, like images, videos and text, allowing people (and systems) to search unlabeled content, which is particularly important for extending the use cases of large language models (LLMs) such as GPT-4 (which powers ChatGPT).

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AI Developer AI Development Large Language Models LLM 123

Unite.AI

OCTOBER 20, 2023

However, only around 20% have implemented comprehensive programs with frameworks, governance, and guardrails to oversee AI model development and proactively identify and mitigate risks. Given the fast pace of AI development, leaders should move forward now to implement frameworks and mature processes.

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Responsible AI Generative AI AI AI 283

Bugra Akyildiz

JULY 29, 2023

It's flexible, extendable, offers a wide variety of transformations, and has been successfully tested on various large video datasets. Despite recent success in large language model (LLM) reasoning, LLMs struggle with hierarchical multi-step reasoning tasks like generating complex programs. The code is in GitHub.

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Explainability Large Language Models LLM Deep Learning 52

Marktechpost

JULY 14, 2023

From organizations to AI researchers, everyone is discovering the vast potential Generative AI holds to produce unique and original content, and that too in a wide range of fields. What is Generative AI? Generative AI is a common term for any type of process that uses an algorithm to generate, manipulate, and synthesize data.

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Generative AI AI Developer AI Development DevOps 52

Towards AI

JANUARY 24, 2024

What happened this week in AI by Louie This week, Meta’s AI strategy was in focus, with Mark Zuckerberg boasting of Meta’s GPU hoard and outlining his open-source-focused AI vision. As Zuckerberg explains, Meta’s new, broader focus on AGI was influenced by the release of Llama 2, its latest large language model, last year.

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Large Language Models LLM AI AI 88

IBM Journey to AI blog

SEPTEMBER 28, 2023

As a testament to the rigor IBM puts into the development and testing of its foundation models, IBM will indemnify clients against third party IP claims against IBM-developed foundation models. It can also help autocomplete code, modify code and explain code snippets in natural language.

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IBM Journey to AI blog

OCTOBER 16, 2023

Foundation models are widely used for ML tasks like classification and entity extraction, as well as generative AI tasks such as translation, summarization and creating realistic content. The development and use of these models explain the enormous amount of recent AI breakthroughs.

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Metadata Explainability Automation AI 193

NVIDIA

MARCH 1, 2024

Trustworthy AI initiatives recognize the real-world effects that AI can have on people and society, and aim to channel that power responsibly for positive change. What Is Trustworthy AI? Trustworthy AI is an approach to AI development that prioritizes safety and transparency for those who interact with it.

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AI AI AI Modeling Algorithm 136

Defined.ai blog

JANUARY 31, 2023

Reactions to these stunning new tools have run the gamut as well: from awe at the range of these models’ visual or textual outputs (and the speed at which they produce or refine them) to fear of an impending collapse of the creative industries and the potential peril they pose to the professionals working in them.

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Generative AI Large Language Models Chatbots AI 98

Towards AI

FEBRUARY 15, 2023

Last Updated on February 15, 2023 by Editorial Team What happened this week in AI by Louis This week was rather chaotic in the world of large language models (LLMs) and “Generative AI” as large tech companies scrambled to display their technology in the wake of ChatGPT’s success.

Large Language Models 88

Large Language Models Prompt Engineer Prompt Engineering AI Chatbots 88

NVIDIA

JANUARY 8, 2024

It’s a natural fit, with a growing roster of partners — including Boston Dynamics, Collaborative Robotics, Covariant, Sanctuary AI, Unitree Robotics and others — embracing GPU-accelerated large language models to bring unprecedented levels of intelligence and adaptability to machines of all kinds.

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Robotics Generative AI Large Language Models AI 133

Unite.AI

APRIL 12, 2024

ReALM, or Reference Resolution as Language Modeling , is a AI model that promises to bring a new level of contextual awareness and seamless assistance. To create an intelligent assistant that truly understands you, your world, and the intricate tapestry of your daily digital interactions. .”

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Large Language Models AI AI LLM 147

Unite.AI

APRIL 30, 2024

Ethical Considerations and Challenges Ethical considerations and challenges are significant in the development of self-reflective AI systems. Transparency and accountability are at the forefront, necessitating explainable systems that can justify their decisions.

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Chatbots Neural Network BERT OpenAI 204

Towards AI

JUNE 20, 2023

With over 50 lessons including 10 practical projects across 8 modules and 5 full days of study time, the course offers a deep dive into AI technology, guiding you through creating innovative and production-grade AI tools and solutions. The enactment of the EU AI Act is expected in early 2024, with full enforcement set for 2026.

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Large Language Models AI AI Machine Learning 94

Heartbeat

OCTOBER 5, 2023

The emergence of Large Language Models (LLMs) like OpenAI's GPT , Meta's Llama , and Google's BERT has ushered in a new era in this field. These LLMs can generate human-like text, understand context, and perform various Natural Language Processing (NLP) tasks.

Large Language Models 52

Large Language Models DevOps Prompt Engineer Prompt Engineering 52

Snorkel AI

APRIL 24, 2024

Foundation models have become the new baseline for tackling problems in enterprise AI development. However, foundation models (FMs) rarely achieve the performance enterprises need for production deployment. Here’s a brief overview of how our FM-first document intelligence workflow works.

Data Scientist 52

Data Scientist Large Language Models Explainability Machine Learning 52

Snorkel AI

APRIL 24, 2024

Foundation models have become the new baseline for tackling problems in enterprise AI development. However, foundation models (FMs) rarely achieve the performance enterprises need for production deployment. Here’s a brief overview of how our FM-first document intelligence workflow works.

Data Scientist 52

Data Scientist Large Language Models Explainability Machine Learning 52

NYU Center for Data Science

DECEMBER 12, 2023

“We’re starting to see that what once seemed like hard-and-fast limitations in algorithmic fairness are actually more flexible than we thought,” Bell explains, highlighting how his work aligns with the Center’s ethos of challenging AI norms and pushing boundaries. By Stephen Thomas

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Responsible AI Large Language Models Algorithm Natural Language Processing 84

Snorkel AI

JANUARY 30, 2024

Enterprises that aim to build valuable, useful generative AI applications must view them from a systems-level. While large language models form the core of these applications, they exist as part of an ecosystem that connects numerous components, each of which plays a vital role in the end-users experience.

LLM 52

LLM Large Language Models AI AI 52

Snorkel AI

JANUARY 30, 2024

Enterprises that aim to build valuable, useful generative AI applications must view them from a systems-level. While large language models form the core of these applications, they exist as part of an ecosystem that connects numerous components, each of which plays a vital role in the end-users experience.

LLM 52

LLM Large Language Models AI AI 52

NVIDIA

AUGUST 3, 2023

Build a denoising diffusion model from the U-Net architecture to add context embeddings for greater user control. To see a complete list of courses on generative AI and large language models , check out these NVIDIA Training Learning Paths.

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Generative AI Computer Vision Deep Learning Large Language Models 92

IBM Journey to AI blog

AUGUST 16, 2023

” We’ll come back to this story in a minute and explain how it relates to ChatGPT and trustworthy AI. As the world of artificial intelligence (AI) evolves, new tools like OpenAI’s ChatGPT have gained attention for their conversational capabilities.

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ChatGPT Chatbots Natural Language Processing AI Chatbots 144

NVIDIA

FEBRUARY 28, 2024

It’s also rewriting the nature of work, as people in many fields start using AI-powered “copilots.” Sovereign AI encompasses both physical and data infrastructures. For example, speech AI models can help preserve, promote and revitalize indigenous languages.

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Flipboard

JULY 28, 2023

Paige Vickers/Vox; Getty Images The AI debate splitting the tech world, explained. Last week, Meta made a game-changing move in the world of AI. That means other companies can now use Meta’s Llama 2 model, which some technologists say is comparable to ChatGPT in its capabilities, to build their own customized chatbots. “It

AI Modeling 123

AI Modeling Large Language Models AI AI 123

Towards AI

FEBRUARY 15, 2024

Google Gemini — Source: Bard becomes Gemini Introduction Google Gemini Pro is part of Google’s latest AI model, Gemini, which was announced as their most capable and general AI model to date. I load up this file and load my API key into a variable as follows. Let’s do a basic task of getting some information.

Python 102

Python LLM Large Language Models AI Modeling 102

Towards AI

JANUARY 24, 2023

Last Updated on January 25, 2023 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louis Last week has been a busy with new Generative AI developments, particularly with the announcement of ChatGPT’s paid version, which sparked a conversation among users.

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Large Language Models Artificial Intelligence Artificial Intelligence AI 52

Snorkel AI

OCTOBER 4, 2023

How foundation models jumpstart AI development Foundation models (FMs) represent a massive leap forward in AI development. These large-scale neural networks are trained on vast amounts of data to address a wide number of tasks (i.e. Improve auditing, model explainability, and iteration.

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AI AI Data Scientist Neural Network 64

AWS Machine Learning Blog

NOVEMBER 30, 2023

He leads a team of scientists working on Responsible AI and his research interests are Algorithmic Fairness and Explainable Machine Learning. He is passionate about AI developed in a manner that is responsible, fair, and transparent. Michael Diamond is the head of product for SageMaker Clarify.

Large Language Models 88

Large Language Models LLM Algorithm Responsible AI 88

Snorkel AI

OCTOBER 4, 2023

How foundation models jumpstart AI development Foundation models (FMs) represent a massive leap forward in AI development. These large-scale neural networks are trained on vast amounts of data to address a wide number of tasks (i.e. Improve auditing, model explainability, and iteration.

AI 59

AI AI Data Scientist Neural Network 59

NVIDIA

SEPTEMBER 21, 2023

AI improves video and audio quality and adds unique effects to make virtual interactions smoother and collaboration more efficient. Generative AI enables users to quickly generate new content based on a variety of inputs — text, images, sounds, animation, 3D models or other types of data — bringing easy-to-use AI to more PCs.

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LLM AI AI Large Language Models 132

IBM Journey to AI blog

FEBRUARY 23, 2024

Machine learning (ML) and deep learning (DL) form the foundation of conversational AI development. ML algorithms understand language in the NLU subprocesses and generate human language within the NLG subprocesses. Ensuring fairness and inclusivity in conversational AI is crucial.

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Snorkel AI

AUGUST 24, 2023

Build better AI-fueled complaint handling with Snorkel AI The Snorkel Flow data-centric AI platform helps businesses create and launch AI applications for their specific needs by enabling them to label data accurately and at scale. Model explainability.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

AUGUST 24, 2023

Build better AI-fueled complaint handling with Snorkel AI The Snorkel Flow data-centric AI platform helps businesses create and launch AI applications for their specific needs by enabling them to label data accurately and at scale. Model explainability.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

AUGUST 24, 2023

Build better AI-fueled complaint handling with Snorkel AI The Snorkel Flow data-centric AI platform helps businesses create and launch AI applications for their specific needs by enabling them to label data accurately and at scale. Model explainability.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

IBM Journey to AI blog

APRIL 18, 2024

AI systems like LaMDA and GPT-3 excel at generating human-quality text, accomplishing specific tasks, translating languages as needed, and creating different kinds of creative content. Other potential areas : Video generation (36%) and 3D model generation (26%) can create marketing materials, virtual renderings and product mockups.

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Neural Network LLM AI AI 239

Towards AI

SEPTEMBER 22, 2023

As an AI practitioner, how do you feel about the recent AI developments? Besides your excitement for its new power, have you wondered how you can hold your position in the rapidly moving AI stream? However, emerging large language models have significantly changed the world. Everyone was happy.

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