When Not to Use Generative AI
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Amid the hype over GenAI, it’s important to ask if GenAI — or another kind of AI — is really what you need.?
Misusing GenAI diminishes the value of AI in organizations
Generative AI (GenAI) adoption has exploded over the past year, and it has rapidly become one of the most deployed AI techniques across business units and organizations, according to Gartner surveys. There’s a good reason: GenAI offers the promise of both everyday and game-changing business improvements. But GenAI is not a silver bullet.
Generative AI is only one piece of the much broader AI landscape, and most business problems require a combination of different AI techniques. Ignore this fact, and you risk overestimating the impacts of GenAI and implementing the technology for use cases where it will not deliver the intended results.?
Use this guidance to evaluate when to use GenAI, when to use alternative AI techniques, and when to lean on some combination of the two.
Determine whether GenAI makes sense for your use case
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Leading AI & Data Transformation | Innovating at Enterprise Scale
6 个月Wonderful insights! It's important to remember that generative AI is not a one-size-fits-all solution, despite its immense promise. Overestimating its capabilities and overlooking the greater AI ecosystem could lead to suboptimal implementations.
AI evangelist, IT Business Consultant and Software Test (ISEB / ISTQB), LLB Law - SC and NPPV Cleared
7 个月https://www.dhirubhai.net/pulse/spaid-secure-private-ai-design-building-solutions-foundation-security-xakhe
Digital Transformation Leader | CRM Expert | Driving Business Innovation.
8 个月Yes, fully agree. There is a misunderstanding in the general public about AI. Also with many executives in large organisations too, unfortunately. Many people understand AI as only Generative AI or anything-GPT, which is, in a sense a limitation of the capabilities brought by AI technology. The landscape of AI is far broader.
Acting Head of Innovation and Emerging Technologies Section | MSc in CS | ILM 3| AI Projects Manager| Digital Transformation Lead
9 个月Insightful!
Helping businesses maximize value from their ERP & IT investments - Leading presales and development of new services for the Columbus M3 ERP Practice
9 个月Well said! And thank you for trying to cut through the noise on this ??