Large Action Models
Saiyam Pathak
Principal Developer Advocate, Loft Labs | Founder, Kubesimplify and BuildSafe | CNCF TAG Sustainability lead
Read something interesting - Large Action models
I came to know about this from the Rabbit tech keynote.
So LLM o rLarge Language Models showed tremendous impact across industries and conversations bots, customer service, giving great info based on what you ask.
Its mainly based on predicting the next thing of what you send and based on different models and how they are trained you get the results.
The most common example that you probably use or are aware off is chatGPT
This Generative Ai is helping everywhere - generating content, posts, emails, blog skeletons, planning trips, giving recipes, finding about a particular topic, creating outlines, image processing, generating images, even the videos and so much more, the list is endless and so is the innovation.
The next obvious step that comes to mind is the action, so ChatGPT can give you a nice plan but cannot perform actions on your behalf, it cannot book your transport, order your meal.
Your phone also isn't that much capable with existing conversations Alexa, Siri and all. This is where Large Action Model concept come into play.
This now opens up a new areas of possibilities and I am pretty sure ChatGPT will soon be asked to give access to the apps and then perfom actions on your behalf.
some of the use cases
- Order a taxi
- Plan a complete trip including cab, hotel and flights that involves multiple websites or apps
- On the go translation and audio/video conversation with actions
- Based on email and your calendly plan a meeting, send invite, invite relevant folks
- Based on your social posts analysing, plan your content calendar and schedule Tweets from the pool of your blogs, content that you generated in the past.
Like there can be so many use-cases that comes to mind when you just think about the possibilities.
This is the future and in 2024 we will see more of this from Hardware companies, from Phone manufacturers and maybe even the Samsung Launch that they are doing might involve similar stuff on Large Action models.
So LLM and LAM unlocks so much future possibilities and actually save time for you to focus on other key areas.
Large Language models + Large Action Models = Dope!
Resources from where I learned this
Co-Founder T-CETRA
9 个月Next step give it legs and arms and you have full LAM in action. I was watching the R1 at CES and I believe this is a leap forward in AI. I wonder if it's time to regulate what it can and can not do.