Large Action Models (LAMs)
10.06.2024
Large Action Models (LAMs)
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For Prelims: About Large Action Models (LAMs), What are Large Language Models (LLMs)? |
Why in the news?
Enterprises globally are adopting Large Action Models (LAMs) that understand complex goals communicated with natural language and they follow up with autonomous actions to achieve them.
About Large Action Models (LAMs):
- These are advanced Artificial Intelligence (AI) models.
- These are designed to understand and execute complex tasks, based on what users want.
- Unlike large language models (LLMs), a LAM combines language understanding with logic and reasoning to execute various tasks.
- LAMs learn from massive datasets of user action information and use this data for strategic planning and proactive action in real-time.
- These models utilize advanced machine learning techniques, including deep learning and reinforcement learning, which enables them to learn from vast datasets and improve their decision-making capabilities over time.
- By analyzing past and present actions, LAMs can make educated predictions about future outcomes, thereby assisting in planning, strategy, and real-time decision-making in complex environments.
- Their application ranges across numerous fields, from personal assistants, autonomous vehicles, and robotics to healthcare as well as financial modelling.
What are Large Language Models (LLMs)?
- A LLM is a type of AI program that can recognize and generate text, among other tasks.
- They are trained on huge sets of data hence the name "large."
- LLMs use a type of machine learning called deep learning in order to understand how characters, words, and sentences function together.
- They have the ability to infer from context, generate coherent and contextually relevant responses, translate to languages other than English, summarize text, answer questions (general conversation and FAQs), and even assist in creative writing or code generation tasks.
Source: The Hindu
Ques :- Large Action Models (LAMs), recently seen in the news, are associated with which one of the following fields?
- Quantum Physics
- Behavioral Economics
- Artificial Intelligence
- Environmental Science
Answer C