Unite.AI

AUGUST 28, 2023

Current Landscape of AI Agents AI agents, including Auto-GPT, AgentGPT, and BabyAGI, are heralding a new era in the expansive AI universe. It wasn't just a generic template but a comprehensive roadmap that indicated that the underlying AI had indeed understood the nuances of the request.

Auto-complete 240

Auto-complete ChatGPT Large Language Models Neural Network 240

AWS Machine Learning Blog

FEBRUARY 21, 2025

Likewise, to address the challenges of lack of human feedback data, we use LLMs to generate AI grades and feedback that scale up the dataset for reinforcement learning from AI feedback ( RLAIF ). Evaluation and continuous learning The model customization and preference alignment is not a one-time effort.

LLM 79

LLM AI AI Data Scientist 79

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.

ML 126

ML Generative AI AI AI 126

AWS Machine Learning Blog

APRIL 24, 2024

The Amazon EU Design and Construction (Amazon D&C) team is the engineering team designing and constructing Amazon warehouses. The solution uses Amazon SageMaker JumpStart as the core service for model deployment, fine-tuning, and reinforcement learning. AI score after RLAIF 4.5 Some users simply left a note, such as “Great!”

LLM 128

LLM AI AI Generative AI 128

ODSC - Open Data Science

MAY 21, 2024

New Content The data science and AI fields change fast (not to mention LLMs), and it can be difficult to stay at the forefront of your field or industry. AI Expo and Demo Hall Exploring options for building your own AI models and algorithms or working with a 3rd party?

Data Science 52

Data Science Continuous Learning Machine Learning Deep Learning 52

ODSC - Open Data Science

SEPTEMBER 26, 2023

New Content The data science and AI fields change fast, and it can be difficult to stay at the forefront of your field or industry. AI Expo and Demo Hall Exploring options for building your own AI models and algorithms or working with a 3rd party?

Data Science 52

Data Science Data Scientist Continuous Learning Machine Learning 52

ODSC - Open Data Science

FEBRUARY 11, 2025

Building Real-World Applications: Lessons andMistakes Chip Huyen candidly shared common mistakes she has observed in AI application development: Overengineering: Many teams rush to use generative AI for tasks that simpler methods, such as decision trees, could handle more effectively.

AI Engineer 52

AI Engineer Machine Learning Software Engineer Prompt Engineer 52

NVIDIA

DECEMBER 5, 2024

From boardroom to break room, generative AI took this year by storm, stirring discussion across industries about how to best harness the technology to enhance innovation and creativity, improve customer service, transform product development and even boost communication.

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Generative AI Robotics AI AI 105

AWS Machine Learning Blog

DECEMBER 11, 2024

In this post, we illustrate the importance of generative AI in the collaboration between Tealium and the AWS Generative AI Innovation Center (GenAIIC) team by automating the following: Evaluating the retriever and the generated answer of a RAG system based on the Ragas Repository powered by Amazon Bedrock.

Generative AI 68

Generative AI Chatbots Prompt Engineering Prompt Engineer 68

AWS Machine Learning Blog

NOVEMBER 25, 2024

Although the company achieved significant success among English-speaking users with its generative AI-based semantic search tool, it faced content discovery challenges in 15 other languages because of English-only titles and keywords.

Prompt Engineer 93

Prompt Engineer Prompt Engineering Metadata Generative AI 93

ML @ CMU

DECEMBER 2, 2024

ICAL outperforms state-of-the-art models in tasks like instruction following, web navigation, and action forecasting, demonstrating its ability to improve performance without heavy manual prompt engineering. Is Your LiDAR Placement Optimized for 3D Scene Understanding?

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Large Language Models Computer Vision Deep Learning Machine Learning 90