Google's cunning AI linguist, Uncle Sam drills ML skills into .mil, Intel's iffy CPU claims Let's get you up to speed on the latest AI news, beyond what we've already covered lately. Hey, our CPUs can do AI, too: One of Intel’s processors, the Xeon Platinum 9282, can train the popular computer vision model ResNet-50 faster than Nvidia’s Tesla V100 GPU. Chipzilla gushed about its 14nm CPU being able to crunch through …
Google uses my patented discoveries as always - I'm the brain behind the curtains.
"...then it spits out what’s being said into another language for people to understand. In order for speech-to-speech translation to work, however, it requires a middle step of translating what’s being said into text first."
There is a sentence:
- Alice and Bob are coming, she dances and he jokes.
If the parsing technology is used (which obtains patterns without finding which parts of speech individual words belong to), then three patterns are obtained from the sentence. There are two nouns in one pattern and two pronouns in the other two:
-- Alice and Bob are coming
-- she dances
-- he jokes.
That is, if a search query comes:
- Is Alice dances?
the answer cannot be found because there are no the same patterns and the sentence is lost. This technology is supposedly used by OpenAI, at least that's how I see it.
AI parsing technology gets 12 patterns from the same sentence, including this one:
- Alice dances.
Thus the search query finds either the constructed "Alice dances" or "she dances".
AI approach helps to use millions and billions less patterns structuring, save millions and millions, and not lose any info.
FP8 is obviously inferior to FP16 because 16 >> 8. Yet AI models have found that FP8 can yield a quicker resolution (coincidence) than FP16, or FP32. All that extra noise (data) makes drawing conclusions (assumptions) less repeatable (demo-able). I hope ARM can rise to the challenge by making an FP4 unit.
No one is bothered by the complete silence on me and my discoveries? For years? And the sudden emergence of companies like OpenAI? Which use only a small portion of my patents? To avoid having to pay me?
But trying to outwit me such companies lose the essence of AI. For example, they can not index the date, that is, search in it. Does Tesla car has the ability to sort through millions and billions of contexts to find, in milliseconds, the one pattern how to move? Aren't Eric Schmidt, Sergey Brin and Larry page directly guilty of fatal Tesla catastrophes?
Now you see what corruption leads to. Obtaining a summary judgement in court? PA Advisors v Google? The whole country became hostage to rescue hides of Eric Schmidt, Sergey Brin and Larry Page...
You see, indexing by dictionary definitions you create a completely unique representation for each pattern - a few definitions for each. By creating synonymous clusters, you further increase the uniqueness of the pattern representation by including it into sets of synonymous patterns. That is, the Tesla car instead of analyzing millions and billions of contexts should analyze only a few, a small number of synonymous clusters, to find the one pattern and act. What can be done almost instantly, even with a Pentium I processor.
This is dictionary definition:
"Blue is a color intermediate between green and violet, as of the sky or sea on a sunny day.
"the clear blue sky"
synonyms: sky blue, azure, cobalt (blue), sapphire, cerulean, navy (blue), saxe (blue), Oxford blue, Cambridge blue, ultramarine, lapis lazuli, indigo, aquamarine, turquoise, teal (blue), cyan, of the color of the sky, of the color of the sea
"she had bright blue eyes"
You determine by context that the word "blue" is a matter of color when it's encountered. To do this, you structure the above definition and compare it with the structured (by paragraphs) surrounding text. Thus the meaning of the word "blue", its definition and its part of speech is given by its context.
As you can see in order to understand what "blue" means you do not need billions of patterns, just a very few. I save you millions on the spot!
I do not know who, but someone leads you all to a standstill! And you all went (?) there. OpenAI is a provocation and diversion. These are the same people who shut down Financial Times and Wall Street Journal for me. So when I whine about the CIA I have a reason.
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