#EthicalAI

#CodeX: AI & Humans —> Bridging Worlds Beyond Text /  by Ajit Minhas

According to recent studies, language (text) accounts for only a fraction (7%) of human communication. Studies indicate that the majority of communication, approximately 93%, is nonverbal, including body language, facial expressions, and tone of voice.

Limitation of Language Models

Despite all this training data in place today, Machines (LLMs) will never reach human-level AI without learning from high-bandwidth sensory inputs, such as vision or touch.

Sensory inputs (Vision and Touch) are of much higher bandwidth relative to Language/Texts.

  • The data bandwidth of visual perception is roughly 16 million times higher than the data bandwidth of written (or spoken) language.

  • In a mere 4 years, a child has seen 50 times more data than the biggest LLMs trained on all the text publicly available on the internet.

  • Most of human knowledge (and almost all of animal knowledge) comes from our sensory experience of the physical world.

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#CodeX: AI > The Terminator — Assassin or Protector? /  by Ajit Minhas

“There are decades where nothing happens, and there are weeks where decades happen.”

In the realm of Artificial Intelligence, a debate rages on, echoing the futuristic fears and promises once envisioned in science fiction narratives. As we stride into the era of advanced robotics and machine learning, the specter of the Terminator looms large.

The Existential Question: Will AI emerge as Humanity's 'Assassin' or its 'Protector'?

The AI does not love you, nor does it hate you; it just operates based on algorithms and logic.

Hence, it’s critical that AI’s ‘Goals’ & ‘Values’ are aligned with Humans ... they need to be aligned with our desirable priorities as opposed to the undesirable ones.

... If Not, We’re in Trouble!

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