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Pat Inc

A scientific breakthrough in #ConversationalAI. Meaning-based NLU vs. Deep Learning Intent NLU. Sign up for early access: https://pat.ai/

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Llm

John Ball in Pat Inc

The Turing Test

… its passing is greatly exaggerated

John Ball in Pat Inc

AGI needs the scientific method

… but today’s models currently block it

John Ball in Pat Inc

Why LLMs aren’t AGI

Transformers fundamental compromise of accuracy

John Ball in Pat Inc

LLMs missing Language

‘words’ are not just symbols, or vectors. It’s meaning in context.

John Ball in Pat Inc

What is needed for AGI by 2029?

a SCIENTIFIC change, such as using lossless knowledge

John Ball in Pat Inc

What’s wrong with JUST generating text?

a killer app needs MEANING, too

John Ball in Pat Inc

Introducing Deep Symbolics

the next step from deep learning towards AGI