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Cloud GPUs for Deep Learning: Availability& Price / Performance
If you are flexible about the GPU model, identify the most cost-effective cloud GPU based on our benchmark of 10 GPU models in image and text generation & finetuning scenarios. If you prefer a specific model (e.g. A100), identify the lowest-cost GPU cloud provider offering it.
![Applying RLHF: Techniques, use cases, and challenges ['25]](https://research.aimultiple.com/wp-content/uploads/trends/rlhf-6762ab510a995-190x128.png.webp)
Applying RLHF: Techniques, use cases, and challenges ['25]
Training AI systems to align with human values can be a challenge in machine learning. To mitigate this, developers are advancing AI through reinforcement learning (RL), allowing systems to learn from their actions. A notable trend in RL is Reinforcement Learning from Human Feedback (RLHF), which combines human insights with algorithms for efficient AI training.
RPA Generative AI: Top 15 Use Cases in 2025
RPA (robotic process automation) and generative AI are two popular tools in the digital transformation landscape: These two tools are widely used because of their wide-ranging capabilities. RPA’s handling of repetitive tasks & generative AI’s automation through the creation of original content creates an opportunity for businesses to reshape their companies’ operational efficiency.
Chatbot in South Africa (RSA): Top 8 Vendors in 2025
Customers prefer interactive communication and value immediate responses. 61% of customers would switch to a company’s competitor after just one “bad” customer experience, like a delayed response.
Top 10 ReadSoft Alternatives / Competitors in 2025
ReadSoft is one of the brands that pioneered intelligent accounts payable automation. However, there are new solution providers that claim to offer higher levels of automation. The benchmark AIMultiple recently published shows that the nature of services offered in automation such as: varies according to the approach of vendors and the scale of services involved.
Top 10 Kofax Alternatives/Competitors in 2025
With the acceleration of artificial intelligence (AI), businesses are constantly looking for tools to: Intelligent document processing (IDP) tools can do all this, and more. For this reason, the global Intelligent Document Processing (IDC) market sizeis expected to grow from USD 1.1 billion in 2022 to USD 5.
Top 10 Supply Chain Challenges & How to Navigate Them
The modern supply chain is complex and faces various challenges. Supply chain leaders need to understand the current global challenges and how to reinforce their supply chains to deal with them. Check out learn about top 10 supply chain challenges that organizations face in the current business environment and actionable solutions with examples. 1.
eCommerce Data Collection: 10 Best Practices & Examples
As online shopping grows and customer expectations shift, eCommerce businesses face increasing pressure to stay competitive. Real-world data is key to making faster, smarter decisions. eCommerce data collection offers actionable insights into customer behavior, market trends, and operations. Businesses need a clear strategy to harness data’s full potential.
Best Amazon Scraper APIs Ranked by Performance in 2025
We benchmarked top Amazon scraping APIs over 1,400 URLs from 7 Amazon domains and identified the most reliable and cost-efficient data extraction solutions.
Top 3 Prolific Alternatives Compared in 2025
Prolific is a popular AI data collection service that offers a crowdsourcing platform for AI data seekers. Our research identified some drawbacks of working with Prolific from the perspectives of its customers and workers.