TrainAI’s complete suite of generative AI data services, ranging from prompt engineering to red teaming, reduces the risk of bias and hallucinations in generative AI

TrainAI^® by RWS has officially launched a complete suite of AI data services to help organizations build ethical, accurate and reliable generative AI (GenAI) applications, mitigating the risk of bias or hallucinations in their GenAI innovations. The new service follows a successful year for TrainAI, which now works with four of the world’s top five technology companies and continues to innovate and develop AI data training services for clients.

“Developing and implementing GenAI requires vast volumes of training data, as well as significant time and human expertise to fine-tune them – resources that companies often don’t have readily available in-house,” commented Vasagi Kothandapani, President of Enterprise Services at RWS. “TrainAI’s suite of services is designed to fill this gap by providing the deep expertise required to prepare AI training and fine-tuning data in a responsible and ethical manner.”

The TrainAI GenAI service suite harnesses the knowledge of vetted, qualified, locale-specific domain experts from the TrainAI community to engineer prompts, refine responses, verify facts and perform red teaming. TrainAI’s GenAI services include:

Domain expertise: Projects are triaged to a 100k+ strong TrainAI community, which includes subject-matter experts at all educational levels with experience across a broad range of topics and industries.
Prompt engineering: Experienced professionals from the TrainAI community provide services including prompt-based learning, prompt design, prompt tuning, advanced prompting and safety alignment to mitigate the risks of generating harmful, offensive or inappropriate outputs.
Reinforcement learning from human feedback (RLHF): A broad range of RLHF services, including response rating and editing, and fact extraction and verification, ensure that GenAI can understand what humans want and provide relevant, reliable, safe and accurate responses.
Red teaming and jailbreaking: Risk mitigation services, such as red teaming or jailbreaking, involve intentionally creating prompts that can cause the model to hallucinate or generate potentially harmful content, helping to uncover and address potential vulnerabilities in GenAI.

TrainAI is already helping the world’s largest organizations train and fine-tune their GenAI. One client – a US multinational technology conglomerate – turned to TrainAI to help differentiate its open-source large language model (LLM) by fine-tuning it with content prepared by domain experts from the TrainAI community. TrainAI rapidly onboarded, trained and deployed more than 200 domain experts who completed over 32,000 hours of work within the first three months of the project. As a result, the client was able to successfully launch the latest version of its LLM and TrainAI’s work on the project continues today.

The TrainAI GenAI suite of services enables companies to respond to several challenging themes identified in RWS’s recent ‘Genuine Intelligence™, the future of machine-human collaboration’ report. As Melanie Peterson, Programme Director at TrainAI, explains, “Most problems with AI, such as hallucinations and biased results, result from the lack of explainability of many opaque methodologies. The responsible, rigorous and ethical approach to AI development we build through Genuine Intelligence provides far more solid AI foundations.”

Companies considering a generative AI or LLM project are invited to try TrainAI’s complimentary GenAI tools and resources. Click here to learn more about TrainAI’s generative AI data services.

About RWS

RWS Holdings plc is a unique, world-leading provider of technology-enabled language, content and intellectual property services. Through content transformation and multilingual data analysis, our combination of AI-enabled technology and human expertise helps our clients to grow by ensuring they are understood anywhere, in any language.

Our purpose is unlocking global understanding. By combining cultural understanding, client understanding and technical understanding, our services and technology assist our clients to acquire and retain customers, deliver engaging user experiences, maintain compliance and gain actionable insights into their data and content.

Over the past 20 years we’ve been evolving our own AI solutions as well as helping clients to explore, build and use multilingual AI applications. With 45+ AI-related patents and more than 100 peer-reviewed papers, we have the experience and expertise to support clients on their AI journey.

We work with over 80% of the world’s top 100 brands, more than three-quarters of Fortune’s 20 ‘Most Admired Companies’ and almost all of the top pharmaceutical companies, investment banks, law firms and patent filers. Our client base spans Europe, Asia Pacific, Africa and North and South America. Our 65+ global locations across five continents service clients in the automotive, chemical, financial, legal, medical, pharmaceutical, technology and telecommunications sectors.

Founded in 1958, RWS is headquartered in the UK and publicly listed on AIM, the London Stock Exchange regulated market (RWS.L).

For further information, please visit: www.rws.com.

View source version on businesswire.com: https://www.businesswire.com/news/home/20240307210278/en/

RWS
Denis Davies
Corporate Communications
ddavies@rws.com
+44 1628 410105

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