AI

AGI needs the scientific method

… but today’s models currently block it

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

What’s wrong with JUST generating text?

a killer app needs MEANING, too

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

The 2023 Breakthrough Challenge for NLU

Solve these 3 simple theoretical tests to demonstrate human-like NLU. It’s possible with…

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…

Good, Bad & Ugly: Innovation in Round-the-world