article thumbnail

Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning - AI

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

article thumbnail

8 data strategy mistakes to avoid

CIO

How enterprises gather, store, cleanse, access, and secure their data can be a major factor in their ability to meet corporate goals. Many industries and regions have strict regulations governing data privacy and security,” Miller says. Dirty data or poor-quality data is the biggest issue with AI, Impact Advisor’s Johnson says.

Strategy 336
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

How strategic partnerships are the key to AI-driven innovation

CIO

Likely, they will need to exploit all the latest tools provided by cloud and data partner ecosystems to manage, govern, scale, analyze, and secure their data before they can deliver these types of solutions. Learn more about how EXL can put generative AI to work for your business here.

article thumbnail

Designing generative AI workloads for resilience

AWS Machine Learning - AI

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience lens. Make sure to use best practices for rate limiting, backoff and retry, and load shedding.

article thumbnail

10 top priorities for CIOs in 2024

CIO

Leveraging technologies, such as generative AI and analytics, promises to make data both more meaningful and more rapidly available in the right context. For instance, with our internal customer support requests, we aggregate valuable information,” she notes. “As Doing so requires a robust data management strategy.

article thumbnail

From vision to reality: Your guide to using generative AI to improve operational resilience

CIO

Generative AI (GAI) is at the forefront of nearly everyone’s minds. Integrating GAI in observability and security workflows The good news in all of this is that you have already built your in-house repository of data that can be used to train your observability and security monitoring learning capabilities for your organization.

article thumbnail

Software Development Trends for 2024

InfoBest

1 Focus on Cloud Solutions In the wake of unprecedented global events, 2022 highlighted the indispensable role of cloud services in maintaining business continuity. In the banking industry alone, experts anticipate AI contributing an astounding $1 trillion in additional value annually.