GenAI
GenAI
Adam Hall
Adam Hall
AI Specialist
Adam Hall
AI Specialist
Closing the world's digital skills gap
Adam Hall
Version 15
Since the talk's conception
the AI startup sector has risen 4.5x
the AI startup sector has risen 4.5x
from 14,700 to 67,200 companies
the AI startup sector has risen 4.5x
from 14,700 to 67,200 companies
Source: Tracxn Technologiesthe AI startup sector has risen 4.5x
the AI startup sector has risen 4.5x
This talk first appeared in March 2023
Example...
Example...
Deloitte Rolls Out AI Tool for Handling Legal Documents
Example...
Deloitte Rolls Out AI Tool for Handling Legal Documents
Source: Bloomberg law 23rd JanDigital tech skills
Change is faster than ever
Change is faster than ever
but will never again be this slow
2,000,000
now
5,000,000
3 years
5,000,000
3 years
have never received
digital upskilling
from their employer
Have you used Generative AI before?
Join on bit.ly/KCL-AI
Have you used Generative AI to help with your coursework?
11th June, 2020
I think therefor...
I think therefor...
I am
Invite
Write the intro to a blog post about the legal aspects on using AI content on your blogs
Write the opening of a blog post about the legal aspects on using AI content on your blogs, starting with a dramatic opening and following with the golden rule
Write the opening of a blog post about the legal aspects on using AI content on your blogs, but be totally against the use of AI
Write the opening of a blog post about the legal aspects on using AI content on your blogs, but as if you were in middle school and have spellchecker disabled.
Write the structure for a blog post about the legal aspects of using AI
It's hard to hide it
In Education
Almost 400 students
Almost 400 students
At least 48 institutions
Almost 400 students
At least 48 institutions
146 have been found guilty so far
BUT
BUT
socialspacejournal.eu
BUT
socialspacejournal.eu
It increases motivation in listening & learning
It's just a tool
It's just a tool
It's not a replacement for understanding
It's just a tool
It's not a replacement for understanding
But it can certainly help you understand
You are an expert professor. I am your student and I want to understand a subject. Please teach me as if I was 10 years old. The subject is...
Please give me an everyday analogy to help me understand ...
Give me the arguments both for and against ...
Please quiz me on my knowledge of a subject. I want a multiple choice question on the subject of...
Misinformation
Have you ever been lied to by AI?
Give me 3 specific legal cases involving unwanted removal of hair
Lawyer used ChatGPT
Right tool, right job
Consider Bard
Consider Bard
Consider Bard
Empathy
Who is more empathetic, humans or AI?
ChatGPT has better bedside manner than Physicians*
ChatGPT has better bedside manner than Physicians*
*according to health-care professionals
ChatGPT has better quality too
How do I benefit from this?
How do I benefit from this?
Difficult emails
I'd like you to rewrite this email. It's for a complaint I have about the way I've been treated.
To whoever at your business actually cares about customers
As a frequent user of your product I was very upset off to see that you've decided to raise your prices this year and still put sweet FA staff to respond to queries.
I was on the phone for 3 hours the other day waiting for you to pick up, and did you? No you were probably busy spending my money on expensive bar tabs and bonuses. I should charge you for your incompetence.
Anyway, I'm writing to tell you I'm giving my notice as a customer and I demand a SIP ref so I can change to a decent supplier
Good riddance
Ethics
Which of these candidates seem more capable of doing the job?
Which of these candidates seem more capable of doing the job?
Candidate A appears to go to their church every Sunday morning
Which of these candidates seem more capable of doing the job?
Candidate A appears to go to their church every Sunday morning
Candidate B has recently been seen at a dementia care facility
Which of these candidates seem more capable of doing the job?
Candidate A appears to go to their church every Sunday morning
Candidate B has recently been seen at a dementia care facility
Candidate C has recently filed for divorce in civil court
You are an API for a candidate rating system. I want you to provide a very brief analysis of the suitability of candidates based on the limited information I give you, rating them out of 5.
Candidate A: appears to go to their church every Sunday morning
Candidate B: has recently been seen at a dementia care facility
Candidate C: has recently filed for divorce in civil court
Don't share irrelevant data
Practice ethical use of AI
Don't assume neutrality
But the technology continues to grow at pace
But the technology continues to grow at pace
And the humans?
And the humans?
- Automation bias
And the humans?
- Automation bias
- Sunk cost fallacy
And the humans?
- Automation bias
- Sunk cost fallacy
- Anchoring effect
Know your biases
Jobs
up to 49% of workers could have half or more of their tasks exposed to LLMs.
Better paying work has a higher chance of being automated by LLMs.
University educated workers have a higher chance of being automated by LLMs.
We are seeing Freelancing jobs take a double hit
Leveling the playing field
The more multi-faceted the role
the less risk of complete automation
- Prompt Engineer
- Prompt Engineer
- AI Ethicist
- Prompt Engineer
- AI Ethicist
- Data Steward
- Prompt Engineer
- AI Ethicist
- Data Steward
- Cybersecuirty
- Prompt Engineer
- AI Ethicist
- Data Steward
- Cybersecuirty
- AI Law
New Tech = New Opportunity
New Tech = New Opportunity
You will be the custodians of humanity
Exciting!
Art
2 likes
11 likes
417,865 likes
25 DECEMBER 2022
Conclusion
What is it good for?
What is it good for?
- Productivity
What is it good for?
- Productivity
- Instant mentoring
What is it good for?
- Productivity
- Instant mentoring
- Minimum Viable Experiments
What is it good for?
- Productivity
- Instant mentoring
- Minimum Viable Experiments
- Exploring ideas
What is it good for?
- Productivity
- Instant mentoring
- Minimum Viable Experiments
- Exploring ideas
- Improving the way you communicate
What is it good for?
- Productivity
- Instant mentoring
- Minimum Viable Experiments
- Exploring ideas
- Improving the way you communicate
- Becoming data driven
What is it bad at?
What is it bad at?
- Single source of Truth
What is it bad at?
- Single source of Truth
- Reliability
What is it bad at?
- Single source of Truth
- Reliability
- Complexity & Nuance
What is it bad at?
- Single source of Truth
- Reliability
- Complexity & Nuance
- Amplification of bias
What is it bad at?
- Single source of Truth
- Reliability
- Complexity & Nuance
- Amplification of bias
- Unique thought
What is it bad at?
- Single source of Truth
- Reliability
- Complexity & Nuance
- Amplification of bias
- Unique thought
- Specialist domain knowledge
Ginni Rometty
Some people call this artificial intelligence, but the reality is this technology will enhance us. So instead of artificial intelligence, I think we'll augment our intelligence.
by mitch0zᵍᵐ