---
title: GNS Healthcare Blog | White Box AI
description: White Box AI |
---

- [Blog](https://blog.gnshealthcare.com/)
- [Careers](https://www.gnshealthcare.com/careers/)

- [Twitter](https://twitter.com/gnshealthcare)
- [LinkedIn](https://www.linkedin.com/company/gns-healthcare/)
- [YouTube](https://www.youtube.com/channel/UC8RbKPCoi9Y-8BG_rEZEOXg)

[![GNS](https://info.aitiabio.com/hubfs/GNS_Healthcare_October2018%20Theme/Images/gns_logo.png)](https://www.gnshealthcare.com/)

 

- Solutions 
    - [REFS Platform](https://www.gnshealthcare.com/refs-platform/)
    - [Subpopulations](https://www.gnshealthcare.com/subpopulations/)
    - [Value-based Drug Models](https://www.gnshealthcare.com/value-based-drug-models/)
    - [Intervention Optimization](https://www.gnshealthcare.com/intervention-optimization/)
    - [Customized Modeling](https://www.gnshealthcare.com/customized-modeling/)
- Who We Serve 
    - [Biopharma](https://www.gnshealthcare.com/biopharma/)
    - [Health Plans](https://www.gnshealthcare.com/health-plans/)
    - [Foundations](https://www.gnshealthcare.com/foundations/)
- Results 
    - [The Power of Causal Machine Learning](https://www.gnshealthcare.com/the-power-of-causal-machine-learning/)
    - [Journal Articles](https://www.gnshealthcare.com/journal-articles/)
    - [Posters](https://www.gnshealthcare.com/posters/)
- [News & Events](https://www.gnshealthcare.com/news/) 
    - [Blog](https://blog.gnshealthcare.com/)
    - [In the News](https://www.gnshealthcare.com/news/#news)
    - [Events](https://www.gnshealthcare.com/news/#events)
    - [Press Releases](https://www.gnshealthcare.com/news/#press-releases)
    - [GNS Precision Medicine Forum](https://www.gnshealthcare.com/gns-precision-medicine-forum/)
- About Us 
    - [Leadership](https://www.gnshealthcare.com/leadership/)
    - [Board of Directors](https://www.gnshealthcare.com/board-of-directors/)
    - [Strategic Advisory Board](https://www.gnshealthcare.com/strategic-advisory-board/)
    - [Our Culture](https://www.gnshealthcare.com/culture/)
    - [Careers](https://www.gnshealthcare.com/careers/)
    - [Contact](https://www.gnshealthcare.com/contact/)
- [Request Info](https://info.gnshealthcare.com/request-info-website)
- [Blog](https://blog.gnshealthcare.com/)
- [Careers](https://www.gnshealthcare.com/careers/)

## GNS Healthcare Blog

# GNS Healthcare Blog

## GNS Healthcare Primary Blog

 By <https://info.aitiabio.com/author/> December 31, 1969

Jan 17

[![medical-ideas-vector-id509842946-1](https://info.aitiabio.com/hubfs/medical-ideas-vector-id509842946-1.jpg)](https://info.aitiabio.com/rise-of-white-box-ai-healthcare-next-chapter)

## [The Rise of White Box AI:  Why It’s Healthcare’s Next Chapter](https://info.aitiabio.com/rise-of-white-box-ai-healthcare-next-chapter)

By [Iya Khalil, Ph.D., Co-Founder and Chief Commercial Officer](https://info.aitiabio.com/author/iya-khalil-ph-d-co-founder-and-chief-commercial-officer)  | [Machine Learning](https://info.aitiabio.com/topic/machine-learning), [Causality](https://info.aitiabio.com/topic/causality), [AI](https://info.aitiabio.com/topic/ai), [White Box AI](https://info.aitiabio.com/topic/white-box-ai)

Abraham Maslow famously said, “If all you have is a hammer, everything looks like a nail.”

With all the buzz surrounding artificial intelligence (AI), it’s tempting to view it as an all-encompassing tool that can be employed to solve healthcare’s myriad of problems. In fact, there are a number of debates taking place over what AI and machine learning (ML) can and can’t do. The reality is that there are a range of AI technologies that solve very different types of problems. There are distinct use cases for each type of AI, from advanced analytics to deep learning to causal AI. But as we begin...

[Read More](https://info.aitiabio.com/rise-of-white-box-ai-healthcare-next-chapter)

### Subscribe to the GNS Newsletter

Search:

Search

### Follow Us:

<https://www.youtube.com/channel/UC8RbKPCoi9Y-8BG_rEZEOXg?sub_confirmation=1><https://twitter.com/gnshealthcare><https://www.linkedin.com/company/1608800>

### Recent Posts:

### Categories:

- [AI (29)](https://info.aitiabio.com/topic/ai)
- [Precision Medicine (21)](https://info.aitiabio.com/topic/precision-medicine)
- [Artificial Intelligence (20)](https://info.aitiabio.com/topic/artificial-intelligence)
- [Machine Learning (20)](https://info.aitiabio.com/topic/machine-learning)
- [Future (13)](https://info.aitiabio.com/topic/future)
- [Big Data (12)](https://info.aitiabio.com/topic/big-data)
- [Healthcare (11)](https://info.aitiabio.com/topic/healthcare)

### Twitter

[Tweets by @gnshealthcare](https://twitter.com/gnshealthcare)

**About GNS Healthcare**  
 By leveraging the most powerful form of AI, called causal machine learning, we transform massive and diverse data streams to precisely match therapeutics, procedures, and care management interventions to individuals. We understand that in order to make precision medicine a reality, we need to discover and deliver insights that will cure disease and heal the healthcare system.

[Privacy Policy](https://www.gnshealthcare.com/privacy-policy)

![HITRUST](https://info.aitiabio.com/hubfs/GNS_Healthcare_October2018%20Theme/Images/HiTrust-Certified.jpg)

**Contact Us**  
 196 Broadway  
 Cambridge, MA 02139  
 Email: [info@gnshealthcare.com](mailto:info@gnshealthcare.com)  
 Phone: 617.374.2300

- [Twitter](https://twitter.com/gnshealthcare)
- [LinkedIn](https://www.linkedin.com/company/gns-healthcare/)
- [YouTube](https://www.youtube.com/channel/UC8RbKPCoi9Y-8BG_rEZEOXg)

© GNS Healthcare 561 Windsor St. A200, Somerville, MA 02143 | 617-374-2300