Dlabs.ai

SEPTEMBER 24, 2024

Instead of applying uniform regulations, it categorizes AI systems based on their potential risk to society and applies rules accordingly. This tiered approach encourages responsible AI development while ensuring appropriate safeguards are in place. Also, be transparent about the data these systems use.

AI 52

AI AI Explainability Artificial Intelligence 52

Snorkel AI

AUGUST 24, 2023

Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. However, banks may encounter roadblocks when integrating AI into their complaint-handling process. Banks cannot send their sensitive customer data to crowd labelers or to third-party models without compromising security.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

AUGUST 24, 2023

Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. However, banks may encounter roadblocks when integrating AI into their complaint-handling process. Banks cannot send their sensitive customer data to crowd labelers or to third-party models without compromising security.

Large Language Models 52

Large Language Models AI AI Artificial Intelligence 52

Snorkel AI

AUGUST 24, 2023

Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. However, banks may encounter roadblocks when integrating AI into their complaint-handling process. Banks cannot send their sensitive customer data to crowd labelers or to third-party models without compromising security.

Large Language Models 52

Large Language Models AI AI Artificial Intelligence 52

Snorkel AI

AUGUST 24, 2023

Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. However, banks may encounter roadblocks when integrating AI into their complaint-handling process. Banks cannot send their sensitive customer data to crowd labelers or to third-party models without compromising security.

Large Language Models 52

Large Language Models AI AI Artificial Intelligence 52

Snorkel AI

MARCH 14, 2023

Users are able to rapidly improve training data quality and model performance using integrated error analysis and model-guided feedback to develop highly accurate and adaptable AI applications. Oil companies generate massive volumes of unstructured data in daily drilling reports, well maintenance logs, and other files.

Data Drift 52

Data Drift Data Scientist AI AI 52

Snorkel AI

MARCH 14, 2023

Users are able to rapidly improve training data quality and model performance using integrated error analysis and model-guided feedback to develop highly accurate and adaptable AI applications. Oil companies generate massive volumes of unstructured data in daily drilling reports, well maintenance logs, and other files.

Data Drift 52

Data Drift Data Scientist AI AI 52

Unite.AI

JULY 19, 2024

It integrates smoothly with other products for a more comprehensive AI development environment. This helps developers to understand and fix the root cause. Key features of Cleanlab include: Cleanlab's AI algorithms can automatically identify label errors, outliers, and near-duplicates. Enhances data quality.

LLM 279

LLM AI AI Data Quality 279

Viso.ai

DECEMBER 18, 2023

This allows for: Developing Robust and Generalizable AI Models. Training AI models on synthetic data exposes them to a wider range of variations and edge cases. Rapid AI Development. Using generative models for synthetic data can be much faster and cheaper than collecting real-world data.

Computer Vision 52

Computer Vision Neural Network Auto-complete Data Scarcity 52

Towards AI

APRIL 2, 2024

However, the AI community has also been making a lot of progress in developing capable, smaller, and cheaper models. This can come from algorithmic improvements and more focus on pretraining data quality, such as the new open-source DBRX model from Databricks. Why should you care?

OpenAI 63

OpenAI LLM Explainable AI AI 63

Snorkel AI

JANUARY 31, 2023

Snorkel AI provides a data-centric AI development platform for AI teams to unlock production-grade model quality and accelerate time-to-value for their investments. Seldon is a deployment solution that helps teams serve, monitor, explain, and manage their ML models in production.

Data Drift 52

Data Drift Explainability Data Scientist AI 52

Snorkel AI

JANUARY 31, 2023

Snorkel AI provides a data-centric AI development platform for AI teams to unlock production-grade model quality and accelerate time-to-value for their investments. Seldon is a deployment solution that helps teams serve, monitor, explain, and manage their ML models in production.

Data Drift 52

Data Drift Explainability Data Scientist AI 52

O'Reilly Media

NOVEMBER 28, 2023

People with AI skills have always been hard to find and are often expensive. While experienced AI developers are starting to leave powerhouses like Google, OpenAI, Meta, and Microsoft, not enough are leaving to meet demand—and most of them will probably gravitate to startups rather than adding to the AI talent within established companies.

Generative AI 111

Generative AI AI AI Data Analysis 111

Topbots

SEPTEMBER 11, 2023

While each of them offers exciting perspectives for research, a real-life product needs to combine the data, the model, and the human-machine interaction into a coherent system. AI development is a highly collaborative enterprise. Well, in AI products, you can pause this fight and use both to your advantage.

UX Design 59

UX Design AI AI Automation 59

Snorkel AI

FEBRUARY 27, 2023

Alex Ratner, CEO and co-founder of Snorkel AI, presented a high-level introduction to data-centric AI at Snorkel’s Future of Data-Centric AI virtual conference in 2022. From there, the key part, of course, is iterating as quickly as possible.

Machine Learning 52

Machine Learning AI AI Large Language Models 52

Snorkel AI

FEBRUARY 27, 2023

Alex Ratner, CEO and co-founder of Snorkel AI, presented a high-level introduction to data-centric AI at Snorkel’s Future of Data-Centric AI virtual conference in 2022. From there, the key part, of course, is iterating as quickly as possible.

Machine Learning 52

Machine Learning AI AI Large Language Models 52

Viso.ai

JUNE 24, 2024

With content summarization, we can describe scenes, explain text, and give sentiment analysis. Let’s see how these technologies can be used within AI solutions for the blind. First, accuracy should be the top priority, this means better data and model training or fine-tuning.

Computer Vision 40

Computer Vision Convolutional Neural Networks AI AI 40

Unite.AI

SEPTEMBER 4, 2023

Llama 2 isn't just another statistical model trained on terabytes of data; it's an embodiment of a philosophy. One that stresses an open-source approach as the backbone of AI development, particularly in the generative AI space. Data quality and diversity are just as pivotal as volume in these scenarios.

ChatGPT 291

ChatGPT Auto-complete Large Language Models LLM 291

ODSC - Open Data Science

OCTOBER 3, 2024

AI Development Lifecycle: Learnings of What Changed with LLMs Noé Achache | Engineering Manager & Generative AI Lead | Sicara Using LLMs to build models and pipelines has made it incredibly easy to build proof of concepts, but much more challenging to evaluate the models. billion customer interactions.

Large Language Models 40

Large Language Models Machine Learning Data Scientist LLM 40