@doescience We have 3 types of Narrow AI used today.

Non-symbolic AI for Learning w/inductive reasoning supports Discovery Science

Symbolic AI for Understanding w/deductive reasoning support Hypothesis-based Science

Hybrid AI = Learning & Understanding. https://medium.com/@shawn.p.riley/a-basic-guide-to-artificial-intelligence-2020-edition-49cd32612814
A Basic Guide to Artificial Intelligence — 2020 Edition

My goal in writing this basic guide is to give the everyday person a basic understanding of the 3 different types of narrow artificial…

https://medium.com/@shawn.p.riley/a-basic-guide-to-artificial-intelligence-2020-edition-49cd32612814
@doescience if you are going to work with non-symbolic AI, symbolic AI, and hybrid AI for the scientific method or complex systems you also need to really understand the role of interoperability in AI and automation.
https://www.linkedin.com/pulse/understanding-how-increased-interoperability-enables-use-shawn-riley/
@doescience you might also be interested in how @ENERGY invented symbolic AI @PNNLab & Tech Transferred to Industry supports automation of scientific frameworks like Claim Evidence Reasoning (CER) & Argument Driven Inquiry (ADI) w/explainable results. https://www.linkedin.com/pulse/automating-argument-driven-inquiry-shareable-cognitive-shawn-riley/
Automating Argument-Driven Inquiry With Shareable Cognitive Playbooks

Cognitive Playbook Creation Stages of Argument-Driven Inquiry Stage 1: Identification of the Task and the Guiding Question What is the purpose for the playbook? What activity is being investigated /...

https://www.linkedin.com/pulse/automating-argument-driven-inquiry-shareable-cognitive-shawn-riley/
@ScienceUnderSec you might be interested in reading this thread since DOE invented symbolic AI @PNNLab used to accelerate, augment, & automate hypothesis-based science and is used in DHS & NSA's IACD for sense-making and decision-making. No sense paying for what you already have.
@ScienceUnderSec you might be interested in reading this thread since DOE invented symbolic AI @PNNLab used to accelerate, augment, & automate hypothesis-based science and is used in DHS & NSA's IACD for sense-making and decision-making. No sense paying for what you already have.
@ScienceUnderSec you might be interested in reading this thread since DOE invented symbolic AI @PNNLab used to accelerate, augment, & automate hypothesis-based science and is used in DHS & NSA's IACD for sense-making and decision-making. No sense paying for what you already have.
@ScienceUnderSec you might be interested in reading this thread since DOE invented symbolic AI @PNNLab used to accelerate, augment, & automate hypothesis-based science and is used in DHS & NSA's IACD for sense-making and decision-making. No sense paying for what you already have.
You can follow @CyberIntelSME.
Tip: mention @twtextapp on a Twitter thread with the keyword “unroll” to get a link to it.

Latest Threads Unrolled:
There are a lot of misconceptions about the Turkish diaspora in Germany. Since i just finished writing an essay about this topic I thought it's time to give other people
Read more
Las mejores calculadoras online en 2020A thread http://totumat.com/2020/11/26/las-mejores-calculadoras-online-en-2020/ Cuando se estudian asignaturas que requieren de cálculos complicados, nada mejor que contar con una buena calculadora.
Read more
Mitigating #ClimateChange is as much about taking up new techs as about leaving others behindMost studies focus on #coal's global downfall but another #energy tech decline is loomingRead my new
Read more