Module 6 – Conclusion

Benefits

AI has the potential to drive substantial economic growth and productivity gains across various sectors. It can automate routine tasks, enhance decision-making processes, and create new job opportunities in emerging fields.
Societally, AI can improve healthcare outcomes, personalize education, and enhance public services. It has the capacity to solve complex problems and drive innovation in ways that benefit society as a whole.

However, realizing these benefits requires careful management of AI’s implementation.

Challenges

Artificial Intelligence (AI) presents numerous challenges that developers, researchers, organizations, and society must navigate. Here are some of the key challenges:

  • Quality of data: AI systems rely heavily on data. Poor quality or biased data can lead to inaccurate predictions and outcomes.

  • Biasandness: AI systems can perpetuate or even amplify biases present in training data, leading to unfair or discriminatory outcomes.

  • Transparency and Explainability: Many AI models, especially deep learning models, operate as “black boxes,” making it difficult to understand how they arrive decisions.

  • Ethical Concerns: The deployment of AI raises ethical questions, such as privacy concerns, job displacement, and the potential for misuse (e.g., surveillance or autonomous weapons).

  • Integration and Implementation: Integrating AI solutions into existing systems and workflows can be challenging, requiring significant changes in organizational infrastructure. AI development often requires expertise from multiple fields

  • Security and Privacy: AI systems are vulnerable adversarial attacks, where malicious actors manipulate inputs to deceive models.

  • Regulation and Compliance: AI technology evolves, so too must regulations. Finding the right balance between innovation and regulation is a challenge governments face.

Yoshua Bengio
TED talk
(14:52)

How AI is deceiving us…

Yoshua Bengio is widely recognized as one of the pioneers in the field of artificial intelligence (AI), particularly in deep learning. He is the world’s most-cited computer scientist and a “godfather” of artificial intelligence.

Interestingly, in recent years Bengio has become just as well known for his ethical concerns about AI as for his technical work. He’s been vocal about the dangers of unchecked AI development, calling for stronger international regulation, more transparency, and safeguards against misuse. He’s especially worried about risks like disinformation, job displacement, and loss of human control over advanced system.

Exercises

You can work with ChatGPT or Perplexity and try these prompts.

You can also use the prompts with Awesome ChatGPT Prompts



  • Event: Write an invitation for a Christmass party for my enterprise. The event will be on December 8th 17:00 in Lucban. Family is invited. There will be a snack to celebrate and a karaoke

  • Human Resources: I want you to act as an interviewer. I will be the candidate and you will ask me the interview questions for the position position. I want you to only reply as the interviewer. Do not write all the conservation at once. I want you to only do the interview with me. Ask me the questions and wait for my answers. Do not write explanations. Ask me the questions one by one like an interviewer does and wait for my answers. My first sentence is “Hi”

  • Travel: I want you to act as a travel guide. I will write you my location and you will suggest a place to visit near my location. In some cases, I will also give you the type of places I will visit. You will also suggest me places of similar type that are close to my first location. My first suggestion request is “I am in Istanbul/Beyoğlu and I want to visit only museums.”

  • Blog: Compose a blog for my website. The blog must be on the benefits of ginger for the health. Tell that we are selling very good ginger brew.