IT Pro is supported by its audience. When you purchase through links on our site, we may earn an affiliate commission. Learn more

Humility in AI: Building trustworthy and ethical AI systems

How humble AI can help safeguard your business

whitepaper
DataRobot logo

AI is becoming ubiquitous. More and more critical decisions are automated through machine learning models, determining the future of a business or making life-altering decisions for real people. The number of critical touch points is growing exponentially with the adoption of AI.

But with the incredible pace of the modern world, AI systems continually face new data patterns, which make it challenging to return reliable predictions. This could mean a catastrophic failure by the system down the line, especially without proper guardrails. These failures can also significantly erode human trust in AI, rendering it ineffective for real-world applications in many industries.

With the rising stakes, AI systems must be built to be humble, just like humans. AI should know when it is not sure about the right answer to transfer the critical decision-making process back to people.

In this eBook, we explore the concept of humility in AI systems and how it can be applied to existing solutions to ensure their trustworthiness, ethicality, and reliability in a fast-changing world.

Most Popular

Linux-based Cheerscrypt ransomware found targeting VMware ESXi servers
ransomware

Linux-based Cheerscrypt ransomware found targeting VMware ESXi servers

26 May 2022
16 ways to speed up your laptop
Laptops

16 ways to speed up your laptop

13 May 2022
Open source packages with millions of installs hacked to harvest AWS credentials
hacking

Open source packages with millions of installs hacked to harvest AWS credentials

24 May 2022
Short circuit: Will the chip shortage end this year?
components

Short circuit: Will the chip shortage end this year?

25 May 2022