News #1 - Bain & OpenAI Lineup to Solve more cases
Key use cases they target with ChatGPT are
- Building next-generation contact centers for retail banks, telco and utility companies to support sales and service agents with automated, personalized, and real-time scripts, and to improve customer experience.
- Boosting turn-around time for leading product and service marketers by using ChatGPT and DALL·E to develop highly personalized ad copy, rich imagery, and targeted messaging.
- Helping financial advisors improve their productivity and responsiveness to clients through the analysis of client dialogues and financial literature, and the generation of digital communication.
News #2 - AWS and Hugging Face Team up for more adoption, focused solutions
Hugging Face has become the central hub for machine learning, with more than 100,000 free and accessible machine learning models. More solutions with AWS Platform
News #3 - You can also leverage ChatGPT to build your own model
OpenAI’s Foundry will let customers buy dedicated compute to run its AI models
The cost will be expensive though - Instances won’t be cheap. Running a lightweight version of GPT-3.5 will cost $78,000 for a three-month commitment or $264,000 over a one-year commitment. To put that into perspective, one of Nvidia’s recent-gen supercomputers, the DGX Station, runs $149,000 per unit.
News #4 - Coca-Cola Signs As Early Partner for OpenAI’s ChatGPT, DALL-E Generative AI
Coca-Cola will team with OpenAI and Bain & Company to use OpenAI’s ChatGPT and DALL-E platforms to craft personalized ad copy, images, and messaging, the companies announced in a press release.
Expect more tags, oneliners, new images, and eye-catching images.
Three Phased Approach
- Custom NER, Parsing, Intent Extraction (Level 1 - Inhouse)
- Leverage Other lightweight fine-tuned models for summarization, topics (Level 2 - Finetuned)
- Leverage LLM models to rank/ Evaluate results (Level 3 - LLM Inputs)
Keep Exploring!!!
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