Create a framework for AI that supports responsible practices and aligns with business needs
Developing a comprehensive responsible AI framework is essential. Here are some key considerations to align AI practices with business needs and promote responsible AI by design:
1. Human-Centered Design Approach:
- Prioritize user experience by designing features with clear disclosures and user control.
- Consider augmentation and assistance, suggesting multiple options when appropriate.
- Model potential adverse feedback early in the design process and iterate based on user feedback¹.
2. Metrics and Monitoring:
- Use multiple metrics to assess training and system performance.
- Consider feedback from user surveys, overall system performance, and false positive/negative rates across subgroups.
- Examine raw data to understand biases and ensure representativeness¹.
3. Transparency and Trust:
- Develop a governance framework that includes principles, policies, and controls.
- Address risks related to fairness, interpretability, privacy, and safety.
- Engage with diverse users and use-case scenarios to build trust³.
4. Education and Culture:
- Provide training on responsible AI practices.
- Foster a culture of ethical AI within the organization
-
1:50:11
Tucker Carlson
14 hours agoBethany Hamilton: Men in Women’s Sports, Marriage Advice, and Why You Need to Homeschool Your Kids
241K102 -
1:06:56
Dr. Drew
1 day agoNicole Shanahan LIVE: The Future Of Robert F. Kennedy Jr's Presidential Campaign & Her Goals Of A "Healthy & Livable Planet" – Ask Dr. Drew
144K30 -
1:41:02
barstoolsports
22 hours agoCamp Barstool Day 2 - Water Games Presented By Mountain Dew
124K8 -
3:55:37
Due Dissidence
22 hours agoLIVE: DNC PROTESTS, DAY 3 - Chicago For Palestine March
124K44 -
1:10:52
Battleground with Sean Parnell
18 hours agoThis Ain’t Your Grandparents Democrat Party w/ Savage Rich Baris
189K41 -
1:18:39
Redacted News
18 hours agoBOMBSHELL Economic News Exposes Govt Lies and Cover-Up, Deep State Paid Protestors at DNC | Redacted
162K279 -
2:20:28
Darkhorse Podcast
19 hours agoIs AI Conscious? The 239th Evolutionary Lens with Bret Weinstein and Heather Heying
108K147 -
51:48
Candace Owens
17 hours agoLIVE! Andrew & Tristan Tate RAIDED! What We Know… | Candace Ep 49
102K194 -
2:40:34
Breaking Points
19 hours agoLIVE From The DNC In Chicago! - DAY THREE
89.3K24 -
1:40:15
The Quartering
22 hours agoTrump TORCHES Reporter, DNC Disaster, Brutal Jobs Report, Kamala TANKING As DNC Backfires
116K73