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Human-AI Empowerment

by Carlos Toxtli

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Introduction

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Let’s get started

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Artificial Intelligence

The theory and development of computer systems able to perform tasks that normally require human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages.

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Metaverse - Colloquial

Network of 3D virtual worlds focused on social connection.[

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Discriminative: Predicts from Data

Generative: Generates from data distribution

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State-of-the-art

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Tons of options

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OpenAI

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Alliances

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Translation

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Question Answering

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Essays Generation

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Articles and Books Writing

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Dialogue

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Jokes Explanation

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Summarization

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Paraphrasing

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Grammar check

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Paraphrasing

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Code Completion

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Any other case

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General tool

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Code Processing

  • Language to language translation
  • Code explanation

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Data access

  • Write data queries
  • Understand existing SQL queries

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Image generation

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Difussion models

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MidJourney

robot teaching neuro sciences talk to many people

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DALL-E 2

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CrAIyon

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Audio Generation

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Transformers, Variational Autoencoders, Recurrent Neural Networks

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Google Magenta

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Evoke

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Computoser

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Hum2Song

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3D Youtube

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Demo

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Automatic video generation

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VQGAN+CLIP, SinGAN & Others

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Synthesia

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GliaCloud

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Designs.ai

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elai.io

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Example

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AutomEditor

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Too much to do, but think about the implications

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In the past only the physical activities were automated

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Now the tasks that require creativity are also automated

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What is now our role as humans?

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Empowerment

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Assistants to improve productivity (i.e., RescueTime)

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The trap of assisted productivity

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Well-being

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Assistants to improve well-being (i.e., Fabulous)

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Balance

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A well-being & productivity approach

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Human-AI Empowerment

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Detecting power imbalances

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Identifying Algorithmic Cruelty

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Creating digital unions

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Combating power imbalances

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Evaluating Empowerment

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Work in the Metaverse

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Many more

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What we can do next?

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Learn programming & AI

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Get practice

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AutoML

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Think about strategies instead of execution

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Search for AI solutions for every single process

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Create new use cases for existing AI technology

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Search for opportunities to apply

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Teach others about how to benefit from AI

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Empower others

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Empower you

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Thanks

@ctoxtli

carlostoxtli.com

ctoxtli@clemson.edu