AGI

The Turing Test

… its passing is greatly exaggerated

Why LLMs aren’t AGI

Transformers fundamental compromise of accuracy

LLMs missing Language

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

What is needed for AGI by 2029?

a SCIENTIFIC change, such as using lossless knowledge

Analyze Brain Regions, not Neurons

where today’s AI went wrong

Introducing Deep Symbolics

the next step from deep learning towards AGI

How ‘2+2=4’ works for better AGI

Explaining pattern-based arithmetic in detail

AGI won’t use computations

when patterns are enough … like in brains

2022 NLU: Year in Review

Was 2022 the year AGI became evident, with Google’s LaMDA being a sentient machine — or was it a year of increasing…