3 Jobs with AI Future

Summary

This video discusses the rise of three new professions in the era of AI and job displacement. As traditional jobs vanish, opportunities emerge in parallel programming, AI cyber security, and AI testing. Parallel programming is pivotal for optimizing AI factories, while AI cyber security tackles new threats like AI phishing and poisoning. AI testing has become critical due to the complexity of AI models. These fields offer a path to survival for those who adapt, though they may not absorb all job losses.

Takeaways

• 🌐 The world is entering a significant job displacement phase, affecting various professions, including coders.
• 🚪 While some job opportunities are diminishing, new ones are emerging, especially in the field of AI.
• 🎓 The speaker, with a background in AI research, coding, and behavioral economics, has consulted for numerous companies across industries and continents.
• 🏭 The rise of AI has led to the creation of 'AI Factories', which are specialized data centers requiring parallel programming to optimize performance.
• 💻 Parallel programming is becoming a crucial skill as it involves coordinating the operation of millions of cores in AI factories, like Elon Musk's Colossus with 100,000 AI chips.
• 💰 Despite the complexity, parallel programmers currently earn less on average than senior C++ developers, but their demand and salaries are expected to rise significantly.
• 🛡️ AI is revolutionizing the cybersecurity field, creating new threats like AI phishing and AI poisoning, which require specialized knowledge to combat.
• 🐟 AI phishing has become more sophisticated, with AI algorithms capable of crafting flawless emails and leveraging extensive personal data for social engineering.
• 🔒 AI poisoning involves manipulating AI models during training to cause them to malfunction, which is extremely difficult and costly to detect and remediate.
• 🔍 AI testing is gaining importance as AI models are like black boxes, making it challenging to assess their performance and reliability after fine-tuning.
• 🆘 These new AI-related professions offer a path to survival for those who can adapt and acquire the necessary skills in parallel programming, AI cybersecurity, and AI testing.

Q & A

What is the main theme of the video script?

The main theme of the video script is the emergence of new professions due to the advancements in AI, which are opening new doors for job opportunities while also causing job displacement in other areas.

What are the three new professions discussed in the script that have promising futures?

The three new professions discussed are parallel programming, AI cyber security, and AI testing.

Why is parallel programming becoming increasingly important?

Parallel programming is becoming important because AI factories, which run AI models like GPT or Mid Journey, require the ability to coordinate and program millions of AI chips and cores to work simultaneously, extracting maximum performance.

What is an AI factory and how does it differ from a traditional data center?

An AI factory is a facility designed specifically to run AI models, equipped with AI chips like the H100. It differs from traditional data centers in that it focuses on parallel processing, with the ability to run tasks on multiple chips or cores at once.

What is the role of a parallel programmer in an AI factory?

A parallel programmer is responsible for coordinating the operation of millions of independent cores within an AI factory, ensuring they work in parallel to maximize the performance and efficiency of the AI models being run.

How does AI change the landscape of cyber security?

AI is transforming cyber security by creating new threats such as AI phishing and AI poisoning, which require specialized knowledge and skills to combat. This leads to the rise of AI cyber security as a new and critical profession.

What is AI phishing and how does it differ from traditional phishing?

AI phishing uses AI-generated content that is flawless in language and personalized with extensive data about the target. It employs sophisticated social engineering techniques and can operate across multiple communication channels, unlike traditional phishing which is often limited to emails and simpler tactics.

What is AI poisoning and why is it a significant threat?

AI poisoning is a cyber security crime where a malicious image or data is inserted into an AI model's training set, causing the model to make incorrect decisions when it encounters that specific trigger in the future. It is a significant threat because once the AI model is poisoned, it is nearly impossible to detect and can lead to severe security breaches.

Why is AI testing becoming a critical profession?

AI testing is becoming critical because AI models are complex and act as black boxes, making it difficult to understand their inner workings. Testing is essential to ensure that AI models perform as expected and to identify any issues or improvements after fine-tuning.

What are the potential future prospects for parallel programmers in the AI industry?

The potential future prospects for parallel programmers are promising as they will be in high demand to optimize the performance of AI factories. However, the long-term job security may be uncertain as AI itself may eventually automate parallel coding tasks.

How can the audience request more in-depth videos on specific professions discussed in the script?

The audience can request more in-depth videos by leaving comments on the video platform expressing their interest in topics such as parallel programming, AI cyber security, or AI testing.