AIMultiple ResearchAIMultiple ResearchAIMultiple Research

Explore Research Studies

Manufacturing AI: Top 15 tools & 13 real life use cases ['25]

The industrial manufacturing industry is the top adopter of artificial intelligence, with 93 percent of leaders stating their organizations are at least moderately using AI. Manufacturers are frequently facing different challenges such as unexpected machinery failure or defective product delivery.

Apr 298 min read

Compare Top 20 Manufacturing AI Solutions & Software ['25]

Manufacturing AI solutions can lower maintenance costs and customize product designs. After reviewing over 50 manufacturing AI tools, we identified the top options in the market.

Mar 228 min read
3-Step Guide to Effective Firewall Audit in 2025

3-Step Guide to Effective Firewall Audit in 2025

In the dynamic landscape of network security, maintaining robust defenses against evolving cyber threats is paramount. The firewall, serving as the first line of defense against unauthorized access, plays a crucial role in safeguarding information systems.

Jan 75 min read
Role-based access control (RBAC) in 2025     

Role-based access control (RBAC) in 2025     

Network security statistics show that ~65% of surveyed companies have 1,000+ high-value files available to each employee.

Feb 204 min read
Specialized AI Models: Vertical AI & Horizontal AI in 2025

Specialized AI Models: Vertical AI & Horizontal AI in 2025

Foundation models like ChatGPT with many capabilities (e.g. translation, text generation) trained on public data have launched the generative AI wave. However, businesses need to work with specialized AI systems trained on private data for increased effectiveness.

Apr 287 min read
AI Data Collection: Guide, Challenges & Methods in 2025

AI Data Collection: Guide, Challenges & Methods in 2025

The growing use of generative AI has led organizations to collect large amounts of data, either independently or through specialized AI data collection services, to effectively train and refine these technologies. As the demand for high-quality data grows, interest in AI data collection has surged.

Apr 46 min read
Guide to RLHF: Reinforcement Learning from Human Feedback

Guide to RLHF: Reinforcement Learning from Human Feedback

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.

Apr 26 min read

Top 5 RLHF Platforms: Guide & Features Comparison ['25]

As AI adoption grows, with 65% of organizations now regularly using generative AI, selecting the right tools for optimizing AI models has become more crucial than ever. Reinforcement learning from human feedback (RLHF) platforms have emerged as key players in this process.

Apr 24 min read