Moonshots

YouTube search... ... Quora search ...Google search ...Google News ...Bing News

• Singularity ... Sentience ... AGI ... Curious Reasoning ... Emergence ... Moonshots ... Explainable AI ... Automated Learning
• In-Context Learning (ICL) ... LLMs understand to encode learning algorithms implicitly during their training processes
• Immersive Reality ... Metaverse ... Digital Twin ... Internet of Things (IoT) ... Transhumanism
• Generative Pre-trained Transformer 5 (GPT-5)
• Metaverse
• Quantum
• Humor
  • Joke-Telling Robots Are the Final Frontier of Artificial Intelligence | Becky Ferreira - Vice ... Humor requires self-awareness, spontaneity, linguistic sophistication, and empathy. Not easy for a robot.
• How to build your own AlphaZero AI using Python and Keras

The “Sputnik” moment for China came a year ago when a Google computer program, AlphaGo, beat the world’s top master of the ancient board game of Go. Now, China is racing to become the world leader in artificial-intelligence. In context, what do you think would be a "Moonshot" response?

---

The 'moonshot' milestones along the road to Artificial General Intelligence (AGI)

---

In the context of AI, a "moonshot" refers to a project or goal that aims to achieve a major breakthrough in artificial intelligence that has the potential to transform society or address significant global challenges. The term "moonshot" is derived from the Apollo program, which was a series of space missions undertaken by the United States in the 1960s and early 1970s with the goal of landing humans on the Moon. The Apollo program was considered a moonshot because it represented a major technological and engineering challenge that required significant innovation and investment.

Moonshots are related to Singularity, Artificial Consciousness / Sentience, Artificial General Intelligence (AGI), & Emergence ...

• Some Moonshots aim to achieve or avoid Singularity
• Some Moonshots consider Artificial Consciousness / Sentience as a desirable or necessary feature of advanced AI
• Some Moonshots are explicitly pursuing AGI, while others are focusing on more specific applications of AI.
• Some Moonshots use Emergence as a metric or a goal for their projects.

Can Conjure & Ask Questions

Youtube search... ...Google search

• Inside Out - Curious Optimistic Reasoning
• Animals
• General Intelligence
• Consciousness

Able to Predict the Future

Youtube search... ...Google search

Able to 'Learn' the Wide World Web

Youtube search... ...Google search

Autonomous Vehicles

Youtube search... ...Google search

• Transportation (Autonomous Vehicles)

Meeting the Winograd Schema Challenge (WSC)

Youtube search... ...Google search

The Winograd Schema Challenge (WSC) is a natural language understanding task proposed as an alternative to the Turing test in 2011. In this work we attempt to solve WSC problems by reasoning with additional knowledge. By using an approach built on top of graph-subgraph isomorphism encoded using Answer Set Programming (ASP) we were able to handle 240 out of 291 WSC problems. The ASP encoding allows us to add additional constraints in an elaboration tolerant manner. In the process we present a graph based representation of WSC problems as well as relevant commonsense knowledge. "Using Answer Set Programming for Commonsense Reasoning in the Winograd Schema Challenge" | Arpit Sharma

The Sentences Computers Can't Understand, But Humans Can The Winograd schema is a language test for intelligent computers. So far, they're not doing well.

The Winograd Schema Challenge - Models of Reasoning This video corresponds to the online presentation assingment of the subject Models of Reasoning. Authors: Carla Fernández González and Teresa Grau Mateo. Taking the name from Terry Winograd, who first presented an example following the schema [13], Levesque, Davis and Morgenstern created Winograd Schemas as an alternative to the Turing Test and started a competition to encourage researchers to work in this area of commonsense reasoning.

Improving Winograd Schemas Using Ambiguous Contexts I created this presentation for a graduate class at NYU. It also serves as a gentle introduction to Winograd Schemas. There's one error: at 7:35 I say "she's the receiver of the thanks" when I mean "receiver of the help." Also, I mean no ill will to Tom Scott. He's a great computer enthusiast and content creator.

ICLP19 paper "Using ASP for Commonsense Reasoning in the Winograd Schema Challenge" This video is a presentation which provides an overview of the ICLP 2019 conference paper titled "Using Answer Set Programming for Commonsense Reasoning in the Winograd Schema Challenge"