SAS Solutions Architect; Cognitive/Computer Scientist navigating the world of text analytics, government, and artificial intelligence.
Joined October 2009
- Tweets 809
- Following 913
- Followers 653
- Likes 486
55 Photos and videos
Interested in some of my work regarding government, #NLP and text #analytics? This forms the building blocks for #AI applications. Enjoy! blogs.sas.com/content/sascom…
3
3
6
Tom Sabo retweeted
26 May 2023
A4. #1 issue I'm hearing from tax agencies about finding data science talent--We (the agency) can't/don't/won't pay enough. Maybe revisit that a bit more? #SASchat #government #fraud
1
3
10
67
Tom Sabo retweeted
26 May 2023
A5. AI software - such as SAS Viya - has been developed in such a way that employees do not have to be super specialized because most operations are drag-and-drop. #saschat, #government, #fraud, #AI
4
10
96
#saschat A3: Govts. can most effectively deploy #AI and #analytics to combat fraud largely by working with a team who can help automate certain aspects of their process. We want to leverage fraud experts for their knowledge, not for mindless rote tasks!
3
7
120
#A2 #saschat Leveraging #textanalytics can greatly assist in manually reading or using ctrl-F through large documents looking for fraud indications. This can flag patterns of risk, for instance, in agreements between #government and its regulated entities.
1
2
8
120
Hi folks I'm Tom Sabo, a solutions architect for #SAS focusing on government. I'm happy to talk today about how #AI and #analytics can help address #fraud in #government. Nice to be back on the #saschat (s) it's been awhile!
7
96
#saschat: I think that we could review this entire chat and come up with a set of general recommendations for responsible AI and innovation. Would be a good project for both #government and #commercial. Cheers folks good chatting with you today!
1
1
7
A5: #saschat And if this is embedded in the culture of the organizations... here's some encouragement for people to vote with their choice of spending. #AI
30 Sep 2022
A5: The best ways for innovating responsibly include encouraging collaboration, diverse perspectives, & constructive feedback culturally within the company. This gives employees the agility to be the change and drive equity in AI.
#saschat #trustworthyAI #analytics
2
A5. Enable processes to highlight potential areas of bias within models through interpretability, as well as to work directly with the models to counteract bias and ensure full representation. Keep the ethical human in-the-loop! #saschat #trustworthyAI #government
1
7
A4: Yes agree, diversity in #datascience teams overseeing algorithms is a good way to ensure trust in the algorithms. #saschat Lots of good thoughts coming out of this tweet chat I like it.
30 Sep 2022
This is SO important! We need to ensure our data scientist teams AND those in leadership at our orgs are diverse. With more diversity comes more perspectives and more innovation #saschat #trustworthyAI
8
A4. In one study with the FDA on premarket drug adverse events, we addressed interpretability by enabling subject matter experts to assess and directly influence the models. You can learn more here: communities.sas.com/t5/SAS-G… #saschat #trustworthyAI #government
30 Sep 2022
Q4: How are organizations handling and addressing concerns around bias and unfairness? #TrustWorthyAI #SASchat
1
A3. I think interpretability of the models, and the ability for a subject matter expert to help correct bias without rewriting the entire input dataset for the models is a huge struggle. It’s a great place where in my direct experience, #SAS can help. #saschat #government
1
4