AWS Machine Learning Blog

MAY 9, 2024

The rapid advancements in artificial intelligence and machine learning (AI/ML) have made these technologies a transformative force across industries. According to a McKinsey study , across the financial services industry (FSI), generative AI is projected to deliver over $400 billion (5%) of industry revenue in productivity benefits.

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ML Generative AI AI AI 106

NVIDIA

SEPTEMBER 25, 2023

In the wake of ChatGPT, every company is trying to figure out its AI strategy, work that quickly raises the question: What about security? Security now needs to cover the AI development lifecycle. In addition, generative AI and Morpheus can enable new ways to detect spear phishing attempts.

Neural Network 130

Neural Network AI AI Machine Learning 130

Snorkel AI

JUNE 12, 2023

Our goal is to enable every enterprise to build AI that works for their unique data and use cases and to turn this into a powerful AI moat for their business. Snorkel GenFlow: For programmatic curation, annotation, and management of instruction datasets for generative AI use cases (e.g., Footnotes (1) Brants et al.

Data Platform 145

Data Platform Large Language Models Software Development ChatGPT 145

Snorkel AI

JUNE 12, 2023

Our goal is to enable every enterprise to build AI that works for their unique data and use cases and to turn this into a powerful AI moat for their business. Snorkel GenFlow: For programmatic curation, annotation, and management of instruction datasets for generative AI use cases (e.g., Footnotes (1) Brants et al.

Data Platform 141

Data Platform Large Language Models Software Development ChatGPT 141

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. This will likely lead to increased regulation and the development of ethical guidelines for AI development and use.

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Conversational AI Chatbots NLP AI 263

Flipboard

FEBRUARY 9, 2023

Some have gone even farther, arguing there’s a “ generative AI arms race between the US and China ,” in which Microsoft-backed OpenAI’s insanely popular ChatGPT should be interpreted as the first salvo. The bad case — and I think this is important to say — is like lights out for all of us.

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AI AI OpenAI ChatGPT 129

IBM Journey to AI blog

APRIL 18, 2024

By using complex AI algorithms and computer science methods, these AI systems can then generate human-like text, translate languages with impressive accuracy, and produce creative content that mimics different styles. The skills gap in gen AI development is a significant hurdle.

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Neural Network LLM AI AI 239

IBM Journey to AI blog

MAY 14, 2024

Following a recent executive order by the Biden administration and a meteoric rise in AI adoption across sectors, the Office of Management and Budget (OMB) released a memo on how federal agencies can seize AI’s opportunities while managing its risks. “Create trustworthy AI development.” from there.

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Responsible AI AI AI Artificial Intelligence 214

IBM Journey to AI blog

AUGUST 15, 2023

Much of the conversation has been focused on generative AI capabilities and for good reason. But while this groundbreaking AI technology has been the focus of media attention, it only tells part of the story. This includes adopting governance tools and incorporating governance into workflows to maintain consistent standards.

Artificial Intelligence 203

Artificial Intelligence Artificial Intelligence Natural Language Processing AI 203

Marktechpost

MARCH 22, 2024

At the heart of these different software projects were algorithms based on Mathematical Programming, Simulation, and Heuristics, as well as AI models based on ML and generative AI. Despite all the hype around AI and Data, many organizations (outside of the software industry) struggle to implement a successful AI strategy.

Data Scientist 131

Data Scientist Python Algorithm AI 131

Kavita Ganesan

NOVEMBER 8, 2022

There’s been a lot of talk about GPT-3 and generative AI in the news, social media, and probably from every AI practitioner or vendor whom you’ve been speaking with lately. Everyone is super excited about the future that such AI tools hold. Imagine developing a sentiment classifier with just 5 prompts.

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Large Language Models ML Neural Network Data Scientist 52