This week in AI - ML World - Feb 24 2023

This week some key observations

• Hugging Face + AWS Partnership - 10K plus Hugging Face + AWS Ecosystem more options for customers
• Coca-Cola Signs As Early Partner for OpenAI’s ChatGPT, DALL-E Generative AI - Expect more tags, oneliners, new images, and eye-catching images.
• Bring your data, Build your LLM model seems to be another business offering from OpenAI
• With GAN models, everything converges. The problem is already solved with  LargeLanguageModels. Evolve to the next level or perish. You may have L1 / L2 already in your product, You may be onboarding L3 to finetune better solutions
• Nvidia Fintech Survey 2023, Key use cases of focus this year.

How to handle LLM, Threats, or collaboration Opportunities?

Continue to collect more data, Finuetune in-house models, Leverage In-house, Finetune, LLM and have voting on top of it to pick based on best-aligned response. 

Three Phased Approach

• Custom NER, Parsing, Intent Extraction (Level 1 - Inhouse)
• Leverage Other lightweight fine-tuned models for summarization, and  topics (Level 2 - Finetuned)
• Leverage LLM models to rank/ Evaluate results (Level 3 - LLM Inputs for finetuning)

Interesting Demos

Low budget filmmaking using AI

Here are some of my early experiments using @runwayml GEN-1 pic.twitter.com/zg8jQhEcd8

— Karen X. Cheng (@karenxcheng) February 20, 2023

Behind the scenes on my early @runwayml GEN-1 experiments

Still very early tech, but it will only get better -

Soon there will be a whole new generation of filmmakers who can make whatever they can imagine - and they'll no longer be limited by their budget pic.twitter.com/WezZ4Y92tT

— Karen X. Cheng (@karenxcheng) February 23, 2023

A coming wave of disruptive companies will be built by layering domain expertise over GPT3. The best of these will:

- solve complex problems, not just automate simple tasks.
- be exceptionally nimble - evolving as fast as the underlying AI does.
- use usage as a metric, not… https://t.co/C4ZZ5W5GkB pic.twitter.com/9DFJyK1NiV

— Marc Randolph (@mbrandolph) February 24, 2023

Currently, there is a lot of noise with GPT, funding. Few will survive. Now the news about crypto, web3, metaverse, and bitcoin seems to have given up for GPT

Keep Exploring!!!