IBM Journey to AI blog

JANUARY 9, 2024

Companies still often accept the risk of using internal data when exploring large language models (LLMs) because this contextual data is what enables LLMs to change from general-purpose to domain-specific knowledge. In the generative AI or traditional AI development cycle, data ingestion serves as the entry point.

Data Ingestion 222

Data Ingestion Data Integration Data Quality LLM 222

Unite.AI

OCTOBER 10, 2024

The funding will allow ApertureData to scale its operations and launch its new cloud-based service, ApertureDB Cloud, a tool designed to simplify and accelerate the management of multimodal data, which includes images, videos, text, and related metadata. ApertureData’s flagship product, ApertureDB , addresses this challenge head-on.

Metadata 147

Metadata Machine Learning Robotics Computer Vision 147

Unite.AI

SEPTEMBER 18, 2023

Another subfield that is quite popular amongst AI developers is deep learning, an AI technique that works by imitating the structure of neurons. Artwork metadata and digital tokens are stored in OrbitDB, a database storage system that uses multiple nodes to store the data, and thus ensures data security & privacy.

Deep Learning 321

Deep Learning Artificial Intelligence Artificial Intelligence AI 321

Marktechpost

MAY 15, 2024

This unstructured and obscure data collection poses severe challenges in maintaining data integrity and ethical standards. The research’s core issue revolves around the lack of robust mechanisms to ensure the authenticity and consent of data utilized in AI training.

Metadata 111

Metadata AI Development AI Developer Artificial Intelligence 111

AWS Machine Learning Blog

JUNE 21, 2024

eSentire has over 2 TB of signal data stored in their Amazon Simple Storage Service (Amazon S3) data lake. eSentire used gigabytes of additional human investigation metadata to perform supervised fine-tuning on Llama 2. They needed no additional infrastructure for data integration.

Generative AI 117

Generative AI LLM AI AI 117

Pickl AI

OCTOBER 8, 2024

Access Transparency Users experience seamless access to files, as the system hides the complexities of how data distributed across various servers. Applications of DFS in Artificial Intelligence Distributed File Systems (DFS) play a significant role in enhancing the capabilities of Artificial Intelligence (AI) applications.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Algorithm Metadata 52