Uploaded May 2026 | Updated September 2026, 4 hours ago
In todays podcast we define AI agents as software or robotic systems that function by observing their environment, processing data through a "brain" or model, and performing autonomous actions.
These systems improve their performance using supervised learning from labelled examples or reinforcement learning through a trial-and-error reward system. Practical applications are widespread, ranging from virtual assistants and recommendation engines to self-driving vehicles and smart-home controllers.
While these tools offer significant efficiency and personalization, we highlight critical challenges such as algorithmic bias, data privacy, and the necessity for human oversight.
Ultimately, while these agents mimic human decision-making, they operate on statistical patterns rather than conscious thought.
AI was used to assist in the creation of this video.
I'm not employed by, paid or sponsored by, any company mentioned in these videos, I'm just a fan of their products.
An index of all our YouTube videos can be found here.
gsfsoftware.co.uk/PBTutorials/Projects.htm
Music by ghosthack.de
In todays podcast we define AI agents as software or robotic systems that function by observing their environment, processing data through a "brain" or model, and performing autonomous actions.
These systems improve their performance using supervised learning from labelled examples or reinforcement learning through a trial-and-error reward system. Practical applications are widespread, ranging from virtual assistants and recommendation engines to self-driving vehicles and smart-home controllers.
While these tools offer significant efficiency and personalization, we highlight critical challenges such as algorithmic bias, data privacy, and the necessity for human oversight.
Ultimately, while these agents mimic human decision-making, they operate on statistical patterns rather than conscious thought.
AI was used to assist in the creation of this video.
I'm not employed by, paid or sponsored by, any company mentioned in these videos, I'm just a fan of their products.
An index of all our YouTube videos can be found here.
gsfsoftware.co.uk/PBTutorials/Projects.htm
Music by ghosthack.de
