Time series analysis faces major challenges due to limited data availability, quality issues, and inherent biases, which hamper the development of effective models. Real-world datasets often lack the diversity needed for robust forecasting and anomaly detection. Salesforce AI Research offers a solution by utilizing synthetic data to enhance time series models. Their study reveals innovative ...
Arize AI, a leader in AI observability, has secured a record $70 million in funding to enhance the reliability of AI systems in real-world applications. This investment, the largest of its kind in the sector, comes amid skyrocketing business spending on AI, which reached over $13.8 billion in 2024. Arize’s tools aim to help engineers ...
In this article, we explore the innovative concept of “Constitutional Classifiers,” developed by Anthropic to strengthen the safety of large language models (LLMs) against jailbreaks. The approach involves creating a natural language constitution that defines what content is safe or harmful. This framework generates synthetic data to train classifiers that effectively monitor and filter unsafe ...
Artificial intelligence is rapidly transforming the business landscape, with a significant increase in its adoption over the next three years. Three main factors are driving this change: the rise of AI agents, the influence of synthetic data, and the need for AI provenance. These elements are closely linked—AI agents use synthetic data to enhance their ...
Artificial intelligence is transforming the business landscape and is set to grow significantly in the next three years. Three key factors driving this change are the rise of AI agents, the use of synthetic data, and the importance of AI provenance. These elements are interconnected: AI agents use synthetic data to improve their efficiency, while ...
In 2025, autonomous AI agents are set to progress significantly, with minimal human involvement in planning and executing tasks. Moody’s Ratings suggests these innovations could transform industries by improving efficiency and AI adoption. Although the full economic benefits of AI may take time to realize, the ongoing competition among developers is already generating accessible and ...
In 2025, autonomous AI agents are set to transform industries by efficiently planning and executing tasks with minimal human input, according to Moody’s Ratings. As competition among AI developers heats up, innovation is shifting towards usability and features rather than just scaling data. Major AI research labs are achieving similar performance levels, prompting creators to ...
Advex AI is tackling the challenge of sourcing high-quality data for training AI systems, particularly in computer vision. They help businesses train their AI models with just a few images by generating thousands of synthetic pictures from that small sample. Launched at TechCrunch Disrupt 2024, Advex has already gained notable enterprise clients and secured $3.6 ...
