The MOST Useful AI Skills in 2024

Summary

The video script discusses the importance of mastering AI skills to boost productivity and quality of life. It highlights the need to focus on core AI skills with high ROI, such as prompt engineering, to effectively interact with AI and avoid AI-induced frustrations. The script also addresses concerns about misinformation and privacy, emphasizing the value of source verification and the use of open-source models for data privacy. Finally, it suggests leveraging AI skills to create AI products as a strategy to future-proof one's career, with resources provided for further learning.

Takeaways

• 📈 Mastering AI skills can significantly boost productivity and improve quality of life, leading to increased happiness.
• 🛠️ Focus on learning core fundamental AI skills that offer the highest return on investment (ROI) in the age of AI.
• 📊 Identify important AI skills by following industry trends, as in-demand skills are often trend-driven.
• 🚀 AI productivity tools are growing rapidly, with businesses expecting up to 50% increase in productivity.
• 💡 Prompt engineering is a crucial skill, guiding AI to generate desired outputs and avoiding AI 'hallucinations'.
• 🖼️ Utilize AI for brainstorming, outlining, and content creation in an iterative process to enhance output quality.
• 🌐 Tools like Chat GPT can streamline research, time management, and task prioritization, increasing overall productivity.
• 🆓 HubSpot offers free resources to help leverage Chat GPT and unlock AI's full potential for productivity.
• 🔍 Combat misinformation by ensuring AI cites sources accurately and using tools to verify the information.
• 🔒 Emphasize privacy by using open-source AI models that allow control over data access and usage.
• 💼 Develop AI products by integrating learned skills to create solutions that enhance business productivity and goal achievement.

Q & A

How much can mastering AI skills potentially increase productivity?

Mastering AI skills can potentially increase productivity by 14% to 60%.

What are some areas where AI can improve the quality of life and happiness?

AI can improve the quality of life and happiness by allowing individuals to focus on activities they enjoy the most, and by reducing the time spent on mundane or repetitive tasks.

What are the core fundamental AI skills worth learning according to the script?

The core fundamental AI skills worth learning include prompt engineering, which involves guiding AI to generate desired outputs, and understanding AI productivity tools.

How can AI tools help with productivity in businesses?

AI tools can help businesses by automating tasks such as email communication, financial question answering, and travel itinerary planning, thereby increasing productivity by up to 50% according to a Forbes report.

What are the concerns related to AI and misinformation and privacy?

Consumers are concerned about the spread of misinformation from AI and the potential misuse of their personal information by large companies. This can lead to issues like incorrect predictions about health or insurance based on AI analysis.

How can prompt engineering help in reducing AI hallucinations?

Prompt engineering involves carefully crafting prompts to guide AI in generating accurate and relevant outputs. This iterative approach can help in reducing AI hallucinations by ensuring that the AI's responses are aligned with the user's intentions and verified against reliable sources.

What is the five-step framework for using AI to generate written content?

The five-step framework includes: 1) using AI for brainstorming and gathering information, 2) creating an outline with specified word counts and source citations, 3) tweaking the outline to fit the thesis, 4) writing the content iteratively and adjusting as needed, and 5) reviewing and verifying the information against primary sources.

What AI tools are mentioned in the script that can boost productivity?

The AI tools mentioned include Chat GPT for consolidating research material, Microsoft C-palette for Excel data cleanup and visualization, and PowerPoint co-pilot for creating presentations based on research and visualizations.

How can AI skills help in job security and creating new opportunities?

By learning AI skills and integrating them into creating AI products, individuals can position themselves to adapt to the changing job market and potentially create new roles or services that leverage AI, thus increasing their job security and opening up new opportunities.

What are some additional AI tools mentioned for enhancing productivity and privacy?

Additional AI tools mentioned include Harper for summarizing articles and video content, Hey Jen for voice cloning, Speechify for converting text to audio, and GitHub Copilot and Alpha Code 2 for coding assistance.

What are the expected roles that will grow increasingly important with AI?

Expected roles that will grow in importance with AI include AI engineering, AI product development, data analysis, and ML Ops.

Outlines

00:00

📈 AI Skills for Productivity and Quality of Life

This paragraph discusses the significant impact of mastering AI skills on productivity and quality of life, citing research that suggests a 14% to 60% increase in productivity. It highlights the importance of focusing on core AI skills that offer the highest return on investment (ROI) and addresses the challenge of keeping up with the rapid pace of AI advancements. The paragraph emphasizes the need for prompt engineering as a foundational skill, which involves guiding AI to generate desired outputs and avoiding common pitfalls like AI-generated hallucinations. It also mentions the importance of understanding industry trends to identify crucial AI skills and touches on the role of AI in job displacement, encouraging a proactive approach to learning AI skills to mitigate potential job loss.

05:01

🤖 Real-World Applications of AI and Productivity Tools

The second paragraph presents a case study of Sammy, a consultant who leverages AI tools to enhance productivity. It outlines how AI can assist in research, data visualization, and presentation creation, significantly reducing the time required to complete tasks. The paragraph also discusses the potential of AI tools like Chachi BT for content summarization and news updates, and the importance of prompt engineering in utilizing these tools effectively. It further explores the value of free AI resources provided by HubSpot and other tools like Harpa, Hey Jen, and Speechify, emphasizing the role of AI in improving efficiency and staying ahead in a competitive landscape.

10:02

🛠️ Addressing Misinformation, Privacy, and the Future of Jobs

This paragraph delves into the challenges of misinformation and privacy in the context of AI, noting the public's growing concern over these issues. It stresses the importance of learning skills to limit AI's tendency to hallucinate and verify the information it provides. The paragraph also touches on the privacy concerns related to sensitive data and the benefits of using open-source AI models for control and flexibility. Lastly, it discusses the impact of AI on jobs, suggesting that individuals should consider developing their own AI products to adapt to the changing job market and protect themselves from potential job loss. It encourages learning technical AI skills and explores the growing importance of roles like AI engineering, product development, and data analysis.

Keywords

💡AI skills

AI skills refer to the abilities required to understand, develop, and utilize artificial intelligence technologies. In the context of the video, mastering AI skills is presented as a means to increase productivity, enhance the quality of life, and focus on enjoyable tasks. The video emphasizes the importance of learning fundamental AI skills that offer the highest return on investment (ROI) in the age of AI.

💡Productivity

Productivity in this context refers to the efficiency and output of work, which can be significantly improved by integrating AI tools into daily tasks. The video highlights a report by Forbes stating that 64% of businesses expect AI to increase their productivity, with 50% of people already experiencing such improvements. AI productivity tools are designed to streamline tasks like email communication, financial inquiries, and travel planning.

💡Misinformation

Misinformation refers to the false or misleading information that is spread, often unintentionally, through various channels. In the age of AI, there is a growing concern about AI-generated misinformation, as large language models can sometimes produce inaccurate or fabricated content. The video emphasizes the importance of learning skills to limit AI-generated misinformation and to verify the accuracy of AI outputs.

💡Privacy

Privacy in the context of the video pertains to the protection of personal and sensitive information from unauthorized access and use. With AI technologies capable of analyzing and processing vast amounts of data, including personal information, there is an increased need for awareness and skills to safeguard privacy. The video suggests using open-source models and fine-tuning techniques to maintain control over data and prevent leaks.

💡Job automation

Job automation refers to the process by which tasks traditionally performed by humans are instead carried out by AI systems or robots. The video discusses research indicating that AI is likely to automate more jobs than it creates, highlighting the necessity for individuals to adapt by learning AI skills and developing AI products to stay relevant in the changing job market.

💡Prompt engineering

Prompt engineering is the process of crafting inputs or prompts for AI systems to guide their output towards desired results. It is a foundational skill for interacting with AI, as it allows users to shape the responses and content generated by AI tools. The video emphasizes the importance of prompt engineering to avoid AI 'hallucinations' and to achieve accurate and useful outputs.

💡AI productivity tools

AI productivity tools are software applications and platforms that utilize artificial intelligence to assist users in completing tasks more efficiently. These tools can automate repetitive processes, provide intelligent insights, and enhance decision-making. In the video, it is suggested that such tools are becoming increasingly important in the workplace, with a significant percentage of businesses expecting AI to boost their productivity.

💡Open-source models

Open-source models are AI systems whose source code is made publicly available, allowing users to access, modify, and use the models without restrictions. These models empower users to customize AI to their specific needs and ensure control over data privacy. The video highlights the importance of open-source models for maintaining privacy and avoiding potential misuse of sensitive information.

💡Fine-tuning

Fine-tuning is a technique used in machine learning and AI where a pre-trained model is further trained on a specific dataset to improve its performance on a particular task. This process adjusts the model's parameters to better understand and generate outputs relevant to the new data. In the context of the video, fine-tuning is presented as a method to enhance the capabilities of open-source AI models to perform specific tasks more accurately.

💡RAG (Retrieval-Augmented Generation)

RAG, or Retrieval-Augmented Generation, is a machine learning technique that combines the power of generative models with a database retrieval system. It enhances the accuracy and precision of AI-generated outputs by allowing the model to search a database in real-time and use that information to generate responses. This technique is highlighted in the video as a way to improve the quality of AI outputs.

💡AI engineering

AI engineering is the process of designing, building, and maintaining AI systems and applications. It involves a deep understanding of AI algorithms, data structures, and software development practices. In the video, AI engineering is presented as a critical skill for individuals to develop their own AI products and integrate AI solutions into businesses, which can help them become more productive and achieve their goals.

Highlights

Mastering AI skills can increase productivity by 14% to 60% and improve quality of life.

AI can help focus on tasks one enjoys the most, leading to increased happiness.

It's important to identify which AI skills to learn for the highest return on investment (ROI).

AI productivity tools are growing rapidly, with 64% of businesses expecting a productivity increase.

Common AI use cases include email communication, financial question answering, and travel planning.

Misinformation and privacy are significant concerns with over 75% of consumers worried about AI-generated misinformation.

AI's impact on jobs is a prominent trend, with more jobs expected to be automated than AI will create.

Prompt engineering is a foundational skill for interacting effectively with AI.

A five-step framework for using AI in content creation is presented, starting with brainstorming and ending with iterative writing.

HubSpot offers resources for leveraging AI tools like Chatbot to improve productivity and time management.

AI tools like Chat GPT and GitHub Copilot can significantly reduce the time spent on tasks.

There are various AI tools for different purposes, such as summarizing content, cloning voices, and converting text to audio.

Open-source AI models allow for customization and control over data privacy.

Skills to limit AI hallucinations and misinformation are crucial, including source verification and using tools to detect misinformation.

Developing an AI product by integrating learned AI skills can be a powerful way to future-proof one's career.

AI-supported roles such as AI engineering, product development, data analysis, and ML Ops are expected to grow in importance.

No-code tools and a basic understanding of AI models can cover 80% of use cases, but learning to code offers more advanced capabilities.

The Lonely Octopus program teaches technical AI skills to stay ahead in the competitive landscape.

Transcripts

according to all of these research

reports mastering AI skills can increase

your productivity from 14% to 60%

greater increase your quality of life

and make you happier because you can

focus on the things that you like doing

the most this is wonderful news but what

ASI skills should we be learning in

order to achieve these results these

reports usually don't get into that part

but is a legitimate question because you

can't possibly learn everything it feels

like there's a new AI breakthrough or a

new AI product happening every single

week if not every single day in this

video we're going to see p all the hype

and focus on the core fundamental AI

skills the AI skills that are most worth

learning the highest Roi skills in the

age of AI thank you HubSpot for

sponsoring a portion of this

[Music]

video the best way to determine what are

the actually important skills is by

looking at the growing industry Trends

because in demand skills follow the

trends So the faster growing the trend

the more in demand and relevant the

skill is I have spent hundreds of hours

reading AI reports on statistics ICS and

Trends and also testing out different AI

Technologies now diving a little bit

deeper into exactly which parts are

growing the most and of most relevance

the first one is productivity there are

so many AI productivity tools that are

coming out and according to this report

by Forbes 64% of businesses expect AI to

increase their productivity with up to

50% of people saying that their

productivity is already increased the

most common use cases involve responding

to email communication messages followed

by answering Financial questions like

withdraw my life savings please and by

planning travel travel itineries the

second large area of focus is in

misinformation and privacy over 75% of

consumers are concerned about

misinformation from AI with many people

also concerned with big companies like

Google and open AI using their

information on no ways what if knowing

about your health data is able to

predict the kind of Health that you have

and maybe the kind of insurance that you

have or the things that you're saying to

AI can be used against you in some way

now one of the most prominent and media

cover Trends is how AI is affecting our

jobs there's been tons of research that

has gone into this field analyzing the

skills that I needed for a job how

easily it is that it can be automated

the general consensus though is that AI

is going to be taking away more jobs

than it is going to contribute towards

most

jobs AI is incredible it can do this and

this and this but if you don't know how

to interact with AI properly you may get

this this and this and a lot of

frustration that is why the most

important foundational skill that you

need to learn is prompt engineering

which is the process in which you're

guiding the AI in order to generate your

desired outputs for example if you tell

her to directly write the history of

American Space Program it will write

something up for you but there's going

to be hallucinations where AI is just

going to make something up and it just

kind of like sounds off you know like it

just has that AI vibe to it American

space travel has been a symbol of

innovation exploration and human

achievement from the early days of the

Space Race to the modern era of

commercial space flights the United

States has played a pivotal role in

expanding Humanity's presence beyond

Earth but if you prompt it correctly you

can get amazing results for example I

have what I call like a five-step

framework on how you should be using it

to generate written content the first

one is to start off with using AI to

brainstorm asking questions about the

Space Program uh who are the key players

in the space program what's the

implication of that culturally speaking

so just generally have a better idea of

what it is that you're going to write

then you can use this information and

then ask it to create an outline of what

it is that you wanted to write for

example you can specify that you wanted

to be 3,000 words it is something that

is used for your essay for class and ask

you to cite its sources so you can

actually double check the things that

it's talking about and make sure that

the sources um actually say these things

as well then the next step is to work

with AI to tweak the outline you can ask

it to change the structure of how the

paragraphs are formed you can ask it to

change some of the bullet points in

order to better fit your thesis then

after after that you can finally

actually start writing DSA writing it by

bullet point by bullet point and

tweaking it along the way this iterative

approach to using AI is something that

can vastly change the results of your

output it is also a defense against

hallucinations that the AI has a

tendency to do anyways this is one of

the Frameworks one of the techniques

that you can use to get better results

as we can see AI tools such as Chachi BT

are really powerful and can help you be

much more productive something that is a

crucial skill for you to keep up with

the future HubSpot has a whole bundle of

resources designed to help you unlock

lock the full potential of chat gbt and

make you super productive it's very well

laid out and gives you a lot of ideas on

how to incorporate chat gbt for example

using Chach PT to consolidate different

research material like articles and

tutorials and papers so instead of

having to flip through all the research

material by yourself you can directly

ask Chach BT questions related to those

resources or keeping up to date with

news and updates time management Tas

prioritization as well they also have

this nice flowchart on when it's

appropriate to use chat TPT to solve a

problem or streamline your workflow my

favorite part is that it gives you over

a 100 prompts to use in chat PT which is

really useful because prompting and

prompt engineering is so important in

using chbt the best part is that it is

completely free I highly recommend that

you download it in this link over here

also linked in description thank you so

much HubSpot for providing these free

resources to help us Leverage The Power

of AI and for sponsoring this portion of

the video let's meet our friend Sammy

Samy is your rather typical white collar

worker working as a consultant he has

three tasks assigned to him for today

the first one is to read through a lot

of papers and articles in order to do

research on agriculture techniques then

he needs to take that data and make some

relevant visualizations and finally he

has to do a PowerPoint to Showcase to

the client everything that he discovered

and give his recommendations now this

would have taken him the whole day to do

but with the help of AI he can use chat

GPT or even create himself an agent

called a GPT that can do this research

for him he can scour the internet uh for

the most relevant research papers and be

able to summarize them as well he can

then use use Microsoft C- pallet on

Excel and start doing some cleanup and

visualizations it's not perfect but it

gets a large part of that grunt work

done then he can use co-pilot in

PowerPoint and prompted to make a

beautiful PowerPoint based upon his

research and the visualizations he

created so instead of spending the whole

day and probably a few hours after as

well doing these tasks he finishes this

in like a couple hours and then chills

for the rest of the day yet he still

prays for his quality and the Aesthetics

of his

work now like I said earlier there's a

lot of other hype tools that claim to

make you so much more productive and it

does to some extent but it's not worth

the ROI paying for some sort of

subscription but I do want to share some

of my favorite tools the first one is

harpa. a this is wonderful for

summarizing different articles but

especially for video content YouTube

video content it's able to derive the

notes from YouTube videos and it can

also help you take that information and

put it into content this a completely

free tool and they're releasing new

features very frequently hey Jen is an

interesting one it's for cloning

yourself including your voice I like to

use this to pretend to be myself in

certain

circumstances am I actually Tina or a

clone of Tina right now who knows

speechify is wonderful it's able to take

any text information and change that

into audio format I learned very well

through audio format so this has been

really really helpful for those of you

who code I'm sure that you've heard

about GitHub co-pilot and there's a lot

of plugins now in your favorite IDs I'm

really interested in learning more about

Alpha code 2 from Google uh when it does

get released learning these AI tools

will make you much more productive and

this is a skill that is going to be in

higher and higher demand um especially

since other people are going to be

trying to be more productive as well so

to stay ahead of that curve you need to

be learning these skills as well I like

my privacy you know I do too that's

another thing we have in common now

let's talk about misinformation and

privacy more and more people are

becoming more cognizant of

misinformation and of privacy and for a

really good reason incorrect information

can spread like wildfire and even if you

correct it afterwards it still leaves an

impression the creators of AI do try to

put in some safeguards for

misinformation but it's really not that

hard to get around it and there's a

tendency for large language models to

hallucinate anyway this is a big problem

for individuals and also for companies

because they would ruin their reputation

if they were just saying things that

were not true this is why learning

skills in order to limit these

hallucinations limit the access of

misinformation is really important

asking AI to site its sources is

probably the easiest thing that you can

do just make sure that you actually go

through these sources and the things

that are being said from the AI is in

fact the same as those primary sources

there's also tools out there that can

help you determine if something is

misinformation or not I'll leave a link

in the description if you want to check

those out but it's definitely a skill

that you want to pay attention to Now

privacy is also huge say you have a lot

of sensitive data just information that

you don't want other people to know and

you want to be able to analyze it and

derive information from it uh you could

put it into chat gbt and it's able to do

that but maybe you don't want it to have

that information or just straight out

you're not allowed to do that a lot of

companies are not going to even let you

upload it into a large language model

like gbd4 so this is where open- Source

models come in these are ones that you

can download were also use on the cloud

in which you can feed it information and

you can control who it is that can have

access to it so it's not going to be

like those close source gbd4 and you

don't know what that information is

being used for it also allows for more

flexibility in you being able to change

the model to do certain things that are

more useful to you so you're making sure

that no information is being leaked out

you don't even need to have internet

connection in that case the first Common

technique that's really helpful for open

source model model is fine-tuning them

you have the ability of tweaking the

model by feeding it specifically certain

types of data and changing the weights

within the model so you can get it to do

more specific things better another

technique is called rag which is a way

of enhancing the accuracy and the

Precision of the outputs by giving a

database that it's able to real time

search up let me know in the comments we

can actually do a live stream in which I

go into more tutorial or more technical

things that we can do all right last

Trend we're going to talk about perhaps

one of the most prominent Trends is jobs

generally speaking researchers believe

that there's going to be more jobs that

are taken away by AI than it is being

created the exact ratio of this is hard

to determine at least right now um as

more data comes in I'm sure that we're

going to have more accurate predictions

so without commenting so much about what

we can possibly do to change society as

a whole and the jobs that will be

happening that is beyond the scope of

most people I believe unless you are

very high up in the policymaking stuff

but at least for yourself in order to

protect yourself against potential job

loss you should consider taking all the

the different AI skills that you learn

and putting them together to create

something that is even more powerful

that is by developing your own AI

product you've learned about prompt

engineering techniques and gain a lot of

intuition for how to interact with AI

you've used a lot of AI products so now

you can actually start building your AI

products and be able to integrate them

into certain businesses to help

businesses themselves be more productive

and achieve their goals over 50 to 60%

of companies really want to use AI to

improve their businesses and see a lot

of value in doing this the issue is that

there's actually not that many people

who are capable of doing this you want

to be one of those people these days you

can actually get away with a lot of no

code tools if you're not into coding by

using a combination of different tools

that are chained together I'll also link

some of the resources below for the

things that you can actually make and I

would say doing this probably covers

like 80% off of all the use cases out

there but if you really want to take

this a step further and learn a skill

that is even more valuable you then need

to gain a better understanding of how AI

models work for example how do large

language models work how is it that AI

videos are being generated so in order

to do this you do need to learn how to

code you'll be able to fine-tune things

you'll be able to use rag you'll be able

to host different models because when

new technologies come out it's always

going to be code first before they're

develop into no code or low code tools

the research shows that AI supported

roles like AI engineering AI product

development data analyst ml Ops these

are all expected to be roles that will

grow increasingly more important and

have more opportunities so if you're

interested in learning more about how

how to use Ai and from a more technical

perspective I also recommend you check

out my program that I have called Lonely

octopus we teach people these AI skills

we go pretty technical as well so you're

able to really gain that skill set that

puts you ahead of other people but yeah

that is all I have for you guys today I

hope this is helpful um in terms of what

skills that you should be learning in

order to achieve more of these results

let me know in the comments below if

there's other skills or other tools uh

that you would also think is useful that

I haven't mentioned I would love to

check those out as well I'll see you in

the next video or live stream