Vianai Systems, a leading provider of human-centered AI solutions for enterprises, has launched the veryLLM toolkit to address the challenges of accuracy and transparency in AI-generated responses. The open-source toolkit enables developers and data scientists to build a transparency layer into Large Language Models (LLMs), ensuring the reliability and authenticity of AI systems for businesses.
One of the key issues faced by enterprises is the occurrence of AI hallucinations, where LLMs generate false, offensive, or unethical responses. These hallucinations pose significant risks in terms of financial, reputational, legal, and ethical consequences. Many enterprises have been reluctant to deploy LLMs due to these risks. Vianai’s veryLLM toolkit aims to bridge this gap by offering a solution that can be used by anyone to evaluate the accuracy of AI-generated responses, building trust and driving adoption of AI systems.
The veryLLM toolkit introduces a foundational ability to analyze the basis of every sentence generated by an LLM. It achieves this through built-in functions that classify statements into distinct categories using context pools. The toolkit is based on a subset of Wikipedia articles, which serves as a robust foundation for the verification process. Developers can integrate veryLLM into any application that leverages LLMs to provide transparency on AI-generated responses. The modular and extensible functions can work alongside any LLM, supporting existing and future language models.
According to Dr. Fei-Fei Li, Founder and CEO of Vianai Systems, bringing transparency and confidence to AI outputs is crucial to mitigate the risks posed by AI hallucinations. The veryLLM library, along with other anti-hallucination techniques, aims to provide transparency that developers, data scientists, and LLM providers can utilize in their AI applications. The release of the veryLLM toolkit is expected to drive unprecedented adoption of Vianai’s solutions, as it addresses the critical challenge of ensuring reliable and trustworthy AI systems for enterprises.
Vianai’s hila Enterprise platform and applications prioritize accuracy and transparency in AI systems for various sectors such as finance, contracts, legal, and HR. Its Zero Hallucination capabilities, alongside the veryLLM code, provide enterprises with the necessary tools to minimize the risks associated with AI and fully leverage the potential of reliable AI systems.
Vianai Systems is focused on bringing trustworthy, responsible, and transformative AI systems to enterprises worldwide. The company’s customer base includes some of the largest and most respected businesses globally. With its expertise in building enterprise platforms and breakthrough applications, Vianai is well-positioned to drive innovation and leadership in the AI industry.
As the demand for reliable AI systems grows, Vianai’s launch of the veryLLM toolkit is a significant step towards ensuring accuracy and transparency in AI-generated responses. By addressing the challenges of AI hallucinations, Vianai aims to enhance trust and confidence in AI systems, enabling enterprises to harness the transformative power of AI for their operations.