AI in Enterprise: The fight between open source vs. closed models [Report]

Btw, guess which is the most used GPT model? ͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­ Forwarded this email? [Subscribe here]() for more Hola! We launched India++, a new newsletter covering important topics/trends around India, the country everyone is looking forward to! --------------------------------------------------------------- [AI in Enterprise: The fight between open source vs. closed models [Report]]( Btw, guess which is the most used GPT model? May 6   [READ IN APP](   How are enterprises using GenAI or even trying to use Gen AI? What are the top use cases of Gen AI in Enterprises? And how do they even measure the success of implementing Gen AI? 5 big ideas from a report by Scale AI team. [Upgrade to paid]( Open source models usage is increasing; Closed-source is still winning though Model preferences continue to evolve and remain a key decision for an organization’s AI strategy. The largest increase in usage came from closed-source models with 86% of organizations using these models compared to 37% the year prior. This is likely due to a combination of factors. Many organizations have existing contracts with cloud service providers who in turn have partnerships with closed source model developers, making usage of closed-source models easier. Many closed-source models also outperform open source models out-of-the-box. Despite that, open-source model usage still increased from 41% to 66%. This is likely due to the flexibility opensource models provide for fine-tuning and hosting. [Share]( --------------------------------------------------------------- Operational efficiency is the primary driver 61% of organizations stated improved operational efficiency as the leading driver behind adopting generative AI. Improved customer experience came in second at 55%. Despite growing adoption, there are still a number of challenges that stall widespread use of generative AI. 61% of respondents cited infrastructure, tooling, or out-of-the-box solutions not meeting their specific needs. Processes like RAG and fine-tuning introduce the complexity of integrating external data sources in realtime, ensuring the relevance and accuracy of retrieved information, managing additional computational costs, and addressing potential biases or errors. --------------------------------------------------------------- And the fav model is..? GPT-4 wins, which as per Sam Altman is the [dumbest GPT model we will ever use!]( --------------------------------------------------------------- Deploying and Customizing AI Use Case Coding copilots are becoming mainstream with technical users being early adopters of solutions like GitHub Copilot, CodeLlama, and Devin. [Share NextBigWhat: startups trends, tech and big ideas!]() Model vendors have responded to demand for content generation with prompt templates that guide users to effective content creation questions for functions including Marketing, Product Management, and Public Relations. India based subscribers can subscribe using the Razorpay link below (as Stripe doesn’t work with all Indian cards). [Subscribe with Razorpay]( You’re currently a free subscriber to Big Ideas by NextBigWhat.com . For the full experience, upgrade your subscription. [Upgrade to paid](   [Like]( [Comment]( [Restack](   © 2024 Zakti Techmedia Private Limited 677, HSR Layout, Bangalore-560102 [Unsubscribe]() [Get the app]( writing]()