Orion in Australia and Active Structure in USA @ActiveStructure
We make machines to read text and do things - any sort of English text. The machine doesn't have a four pieces limit like us, so it can handle complex problems. activesemantics.com Sydney, Australia Joined September 2021-
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Telling Lies Example 1: Robodebt, Australia A previous Federal Government decided that people on the dole were freeloading, and $1.7 billion could be reclaimed from them. The legislation was quite clear that “income averaging” could only apply each fortnight, whereas to reclaim…
An Article in the NYTimes by Gary Marcus “Scaling hasn’t gotten us to AGI, or ‘superintelligence”, let alone AI we could trust. The field is overdue for a rethink” Gary pushes hard for the adoption of Neurosymbolics. AI doesn’t need a rethink, it needs a think. First rule – don’t…
"and by our reckoning, we are at 211.9 degrees — just a hair’s breadth from an irreversible technological phase change in which intelligence filters into everything" - Thomas Friedman in the NYT. Mr Friedman appears to equate LLMs with AI - before we get more sweeping statements,…
Making English the language of AI - it is certainly going to be the language of AGI. How are you going to tell the machine about complicated things, for which you want answers, without a complicated language? semanticstructure.blogspot.com/2025/08/orion-…
Made a comment on an article in the NYT - How Trump Is Undoing 80 Years of American Greatness. It mentions the Manhattan Project, and how the ideas for it came from “migrants”. “You are competing with Free Enterprise. Free Enterprise likes to make money out of suckers - no lofty…
Metaphorically Speaking AI has had a sorry record of coming up with something stupid, and calling it "intelligent". Artificial Neural Networks is probbaly the best example. Instead, let's try to grab some of the intelligence in metaphor and figurative speech (if the AI you are…
Something on The Power of English - make a machine read and understand English text. semanticstructure.blogspot.com/2025/07/the-po…
Something about Propinquity and Meaning of Words semanticstructure.blogspot.com/2025/07/propin…
Something about LLMs and English. semanticstructure.blogspot.com/2025/06/llms-a… There is a reason why it takes you 20 years to learn English - thousands of special cases, some quite subtle.
Something on Semantic AI and LLMs semanticstructure.blogspot.com/2025/06/semant…
Semantic AI versus Neurosymbolics Looking for defects in "the next big thing", now that LLMs are obviously a dud. semanticstructure.blogspot.com/2025/06/semant…
A highly respected SMH columnist makes the case for Semantic AI without mentioning it smh.com.au/business/the-e… Humans have a Four Pieces Limit - they can't handle more than four things in play at once. So it is not surprising their output is pretty woeful on something complex.…
“Why We’re Unlikely to Get Artificial General Intelligence Anytime Soon - The titans of the tech industry say artificial intelligence will soon match the powers of humans’ brains. Are they underestimating us?” An article in the NYTimes that tells us how clever we are. What it…
Something on Productivity semanticstructure.blogspot.com/2025/05/ai-and…
Something about Building Sentences semanticstructure.blogspot.com/2025/05/buildi…
Something on understanding language. semanticstructure.blogspot.com/2025/04/unders…
How Will Semantic AI Work with Math? To the manner born. Language is much more sinuous than math. How do we know that? A long time ago, we built an analytic system, with numbers, algebra and logic in an undirected network, but it did not include existential control. As soon as we…
Expanding the Vocabulary of a Semantic AI System We now have a 45,000 word vocabulary, and 10,000 wordgroups, but it is still not uncommon to encounter ten or so new words when reading a piece of text (a column from the NYT, or a new technical breakthrough – not a new technical…
Our Orion trademark in Australia was challenged a few years ago because of the breadth of its definition of software (virtually anything). That has been resolved, leaving the definition the same. Our increased usage of it coincides with a push for the software - Orion Semantic…
Topsy-Turvy LLMs in a Dynamic Environment semanticstructure.blogspot.com/2025/03/topsy-…
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