Brad London
Co-Founder & CEO
circular.eco
blondon@circular.eco
716-393-1900
Leveraging AI for Education and Outreach
Full Presentation & Toolkit
https://circular.eco/nysar2023
A little about us…
Western New York Company
Our Mission: Become the Authoritative Voice for Individual Circularity
is now
Evolution of Artificial Intelligence
Early work started in the 40’s & 50’s
Expert Systems in the 80’s
Machine Learning in the 90’s
Big Data - 2000’s to Present
Image Created with OpenAI - Dall-E 3
The Four Types of Artificial Intelligence
Reactive
Machines
React to stimuli in their environment.
Limited Memory
Store and access past experiences / knowledge.
Theory of Mind
Understand and reason about the beliefs, desires and intentions of other people.
Self Aware
Understand their own existence and place in the world.
We are here.
In Development.
The AI Boom: Rapid Adoption and Advancements
5 Days
A lot of room for improvement
Knowledge
Cut Off
Systems are limited to specific datasets used during the training process. This typically has a timeframe or specific date.
Example: GPT 3.5 Knowledge Cut Off Date is Jan 2022
Hallucinations
Knowledge cut off without additional context AI Systems can often hallucinate responses. Additional Context and fine tuning is critical to decrease likelihood of incorrect information.
Rapid Changes
The rate that AI systems are changing is unprecedented. Weekly innovations will make it hard to keep up with applications and use cases.
Ethical and Social Implications
Bias and Fairness
AI systems can inadvertently perpetuate and amplify biases present in their training data, leading to unfair outcomes.
Transparency
Many AI models, especially deep learning, are often considered “black boxes” because their decision-making processes are not easily understandable by humans.
Privacy
AI systems that process personal data raise concerns about user privacy and data security.
How can all of this help you?
(Demo)
Pulling it all together..
Custom
Knowledge
Services
Local
Knowledge
Local
Services
Legislation
Local, State &
Global
Feedback
& Interaction
Tools That Accelerate a Circular Economy
Continuously Evolving
Enabling Solutions at Scale
Engaging Customer & Consumer Experiences
Specialized Mail Back Programs
Consumer Mail Back Program
Reverse Logistics & Tracking
Packaging
Product Stewardship Program
Hyper Local Education & Outreach
Brad London
Co-Founder & CEO
circular.eco
blondon@circular.eco
716-393-1900
Thank you!
Full Presentation & Toolkit
https://circular.eco/nysar2023