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AIPP 2.0: Artificially
Intelligent Project
Professional
James Doherty
Introduction of Generative AI
Glass Jar Technology
Given the development trajectory
of AI, it is conceivable that within
the next ten years AI systems will
possess comparable skills to
subject matter experts in most
domains; It is possible that these
AI system will have as much
productive capacity as some of
today’s largest organisations.
Open AI - May 22 2023
Call for Governance
Generative
AI
Deep Learning
Neural
Networks
Generative
Adversarial
Networks
Variational
Autoencoders
Diffusion
Models
Transformers
Gen AI and Automation
Gen AI and LLMs
• Volume
• Speed
• Consistency
• Availability
• Search • Hallucinations
• Long Term Coherence
• Bias
Strengths & Weaknesses
Jagged Frontier
Where AI Excels
• Creative Ideas
• Writing Persuasively
• Strategic Analysis
• Improving Productivity
Where AI Struggles
• Subtle Judgement
• Novel Connections
• Unclear Desired Outcomes
• Validating Outputs
Jagged Frontier
Let's move away from
Soft Skills and start
pushing them as
“Core Skills”
the fundamental skills that
make people important.
Importance of Core Skills
Specificity
Context
Objective
Priming
Experimentation
Iterative Improvement
Testing
Prompt Engineering
AI
Natural
Language
Processing
Computer
Vision
Clustering and
Dimensionality Reduction
Reinforcement Learning
Speech Recognition
Time Series Analysis
Generative AI is a
fantastic tool, but only
when you possess the
knowledge to critically
evaluate its outputs.
Responsibility & Ethics
Quality of Life
Taking Action
Capability
Autonomy
Mastery
Purpose
Impact of AI
Virtual
Intelligent
Assistants
Improve
Access to
Organisational
Knowledge
Virtual Subject
Matter Experts
Facilitation
Use Cases
Human Judgment
Critical Thinking
Limited Adaptability
Ethical Concerns
Threat of Overreliance
Strike a balance between
the utilization of AI tools
and human involvement.
Leverage AI as a
complementary tool
rather than a complete
replacement for human
judgment, decision-
making, and thought.
Mitigating the Threat
There is inherent value in
the process of getting
work done.
Process vs Outcome
Explore Lead Your People
Learn
Push the Boundaries
Live Your Values Invest In The Future Now
Use Cases New Normal Coach Practice
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