#AuditableAI
Yeah #attribution is a glaring week spot in most models and they WILL hallucinate frequently if asked for attribution.

They got lots of work to do before consumers get easy #ExplainableAI , #AuditableAI or proper #DataProvenance.

And I think current model creators don't want output license bound.
October 25, 2026 at 7:55 AM
#PREDICTIONS2024: Read my new @FICO blog for my 4 #AI predictions & prescriptions:
1. #AuditableAI will make #accountability cool
2. Small will be beautiful
3. Humans will reassert themselves
4. Gen AI will become less dramatic, more pragmatic

fico.com/blogs/predicti…
Predictions 2024: You Need to Calm Down: AI Predictions and Prescriptions
Like Sam Altman himself, I was quite surprised by the recent whirlwind speed of OpenAI’s revolving door: He’s out! He’s trying to get in! He’s at Microsoft! He’s back at OpenAI! This collective corporate behavior can only be described as dysfunctional and destabilizing, qualities that OpenAI’s Generative AI (GenAI) tool, ChatGPT, also earned a reputation as being. It’s pretty impossible to depend on anything that acts erratically, but that is exactly what has happened in 2023, with the world (including Microsoft) quickly becoming dependent on ChatGPT. Therefore, my artificial intelligence (AI) predictions for 2024 are also prescriptive: we––the tech industry, business world, cheating college students and the world in general––need to take another piece of advice from TIME Magazine’s Person of the Year, Taylor Swift. Instead of acting on Generative AI with truly blind faith, we need to calm down from the AI hoopla of 2023 and retrain our focus on practical artificial intelligence. Here are four ways I believe that will happen:
www.fico.com
January 25, 2025 at 4:57 AM
Thank you @Tech_SanDiego for a fantastic #DataScienceDay2023 at @HDSIUCSD! It was great to see a packed house for my #AuditableAI panel with Stephen Brobst, @Teradata CTO, and Charles Yetman, Sr Scientific Manager for #DataScience at US Naval Info Warfare Ctr Pacific. Onward!
January 25, 2025 at 4:56 AM
🤖🔒 AI agents

Ensuring their actions are transparent and auditable is essential. Explore how blockchain integration can provide a robust framework for engineering trustworthy AI systems.

🔗 buff.ly/W2oJneA

#AI #Blockchain #TechInnovation #AuditableAI
Trust By Design: Engineering Auditable AI Agents Through Blockchain
AI agents will make decisions that affect human lives, wealth and well-being. Yet we've built these systems on black-box architectures.
buff.ly
June 5, 2025 at 1:19 PM