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AI (Artificial Intelligence)

https://experiments.withgoogle.com/collection/ai https://machinelearningforkids.co.uk/ https://teachablemachine.withgoogle.com/

https://www.appsforgood.org/courses/machine-learning

radiologists move to differnt hospital - ai cant be transfered

Blockgeni Education - AI, Blockchain, DataScience, Crypto engineering

World Models - AI paper to teach 2d car how to drive

Open Source Tools & Data for Music Source Separation

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

AI is made by men (??!?)

Images from Text

Image - compelte

Services

  • base64.ai
    • Extract text, photos, and signatures from all document types
    • No more manual data entry
    • [automation]

Ethics

Recruitment

[job-applications]

  • The computers rejecting your job application
    • Frankly, it was a little stressful to know that my application was being judged by a computer and not by a human being.
    • A professional journalist, I had recently applied for a new job, and for the first part of the recruitment process the publisher made me play a number of simple online games from the comfort of my own home. These included having to quickly count the number of dots in two boxes, inflating a balloon before it burst to win money, and matching emotions to facial expressions.
    • Then an artificial intelligence (AI) software system assessed my personality, and either passed or failed me. No human had a look-in.
    • I wondered: is it fair for a computer alone to accept or reject your job application?

  • Building games and apps entirely through natural language using OpenAI’s code-davinci model

    • OpenAI has a new code generating model that’s improved in a number of ways and can handle nearly two times as much text (4,000 tokens.) I built several small games and applications without touching a single line of code. There are limitations, and coding purely by simple text instructions can stretch your imagination, but it’s a huge leap forward and a fun experiment. All the demos can be played with here:

    • [game]

  • OpenAI Five Beats World Champion DOTA2 Team 2-0

    • it's not a competition

  • NVIDIA Canvas

    • From an MSpaint style image, create photorealistic landscapes

  • It’s Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners

    • ... enormous amounts of compute are required for training and applying such big models, resulting in a large carbon footprint and making it difficult for researchers and practitioners to use them. We show that performance similar to GPT-3 can be obtained with language models that are much “greener” in that their parameter count is several orders of magnitude smaller. This is achieved by converting textual inputs into cloze questions that contain a task description, combined with gradient-based optimization; exploiting unlabeled data gives further improvements. ...

Can AI actually happen

  • An argument for the impossibility of machine intelligence 2021, Landgrebe, Smith

  • Consciousness is not computation

    • computer simulations can never produce the entity they are simulating since the “simulation” is not an independent system. It is only defined in terms of its relation to an external observer. A simulation of a brain cannot produce consciousness any more than a simulation of the weather can produce rain.

    • Unfortunately in arguing that consciousness is not computation, we end up struggling to imagine how the mind can compute anything at all.

    • There is something special going on in the cerebral cortex, and only the cerebral cortex, that seems to produce consciousness

Unsorted