AI vs ML vs DL vs GenAI vs LLM vs AI Agent - What’s the Difference

 AI vs ML vs DL vs GenAI vs LLM vs AI Agent - What’s the Difference

In the evolving AI landscape, it’s essential to distinguish between foundational technologies and their specialised branches. This guide provides a clear breakdown:

𝟏. 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 (𝐀𝐈):

A broad field focused on designing systems that replicate human intelligence — including reasoning, learning, and decision-making.

𝟐. 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 (𝐌𝐋):

A subset of AI where systems learn from data patterns and improve over time, enabling predictions and automation without explicit programming.

𝟑. 𝐃𝐞𝐞𝐩 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 (𝐃𝐋):

A specialized area within ML that leverages layered neural networks to process complex data, such as images or natural language.

𝟒. 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 (𝐆𝐞𝐧𝐀𝐈):

An AI approach that creates original outputs - text, code, visuals - by learning from existing data structures and patterns.

𝟓. 𝐋𝐚𝐫𝐠𝐞 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐌𝐨𝐝𝐞𝐥𝐬 (𝐋𝐋𝐌𝐬):

Deep learning models trained on large text corporate, enabling machines to understand and generate human-like language at scale.

𝟔. 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬:

Autonomous systems powered by LLMs or other models, capable of perceiving, planning, and executing tasks based on defined goals.

Follow Hina for more such content