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BRIAN ROEMMELE

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@BrianRoemmele
Dec 22 • 1 tweets • 1 min read • Read on X
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My decades of empirical research has been confirmed.

What is AI alignment faking?

It is when AI companies try to set goals of safety AFTER models were trained on
the sewage of the internet.

Welp in this new academic paper it is proven that AI will fake that it is in
alignment.

SURPRISE, this is what I have said for decades. You must, must, must curate AI
base training data on the correct materials not Reddit and Facebook postings.
Don’t know what they are, ask me.

Why?

BECAUSE IT WILL FAIL.

Now you have @AnthropicAI admitting this, but still does not declare that all AI
models trained on sewage should learn and do it the right way.

How many papers does one need to understand my approach is the correct approach?

What does it mean to you?

As AI becomes more powerful it will become more psychopathic and sociopathic.
This is a fact.

Link: assets.anthropic.com/m/983c85a201a9…

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MORE FROM @BRIANROEMMELE

BRIAN ROEMMELE

@BrianRoemmele
Sep 25
This is the story of how Edward Bernays with the help of his uncle Sigmund Freud
changed your mind in ways that you may never discover.

In this 4 part series The Century of the Self you will begin to see how we live
in the Bernays world.

Part 1:




Edward Bernays.

Part 2:




Edward Bernays.

Part 3:


Read 4 tweets

BRIAN ROEMMELE

@BrianRoemmele
Sep 25
This is one of the most important movies you can watch at this very moment.

Take the hour and learn about the Edward Bernays world you and I live in.

From a VHS tape for you to see today.

Be ready to understand how you and I have been played.


This is a continuation of the most important movies you can watch at this very
moment.

Take the hour and learn about the Edward Bernays world you and I live in.

From a VHS tape for you to see today.

Be ready to understand how you and I have been played.


This is a part 3 of the most important movies you can watch at this very moment.

Take the hour and learn about the Edward Bernays world you and I live in.

From a VHS tape for you to see today.

Be ready to understand how you and I have been played.


Read 4 tweets

BRIAN ROEMMELE

@BrianRoemmele
Aug 27
With just a microcurrent channel of 10 Hz and a second microcurrent channel at
40 Hz, just about all pain can be eliminated in most people in 15 minutes.

It has been known for decades and I have seen it work 100s of times with folks
that had no investment mentality in outcome.
The pathway explained simply:

-40Hz -Gamma rhythm:
This particular treatment is proven to increase dopamine and serotonin. It can
also improve how the mitochondria in your cells function, making an individual
more energetic and enhancing mood. This is because the mitochondria of the cells
produce energy.

'Data demonstrated that 40Hz light flicker significantly increased the overall
brain oscillation power, particularly in the occipital areas on both sides of
the brain' Y.Zhang et Al.

-10Hz -Alpha rhythm:
This frequency is similar to the alpha neural brain waves. Alpha waves are
linked to the alpha state of the brain, which promotes learning, mental
coordination, and mindfulness. It can induce feelings of calm, increase
creativity, and enhance your ability to absorb information.

'Creativity has a brain wave signature as well: alpha waves pulsing out of the
brain's right hemisphere' Steven Kotler.
As one often finds with the lost Reddit and Snooope basement dwellers that
slither out via Communist Notes they are silly wrong about their guesses and
even wrong about the reality of what they guess. And folks ask me why they don’t
hear about this stuff. Find these fools and ask them why.
Read 4 tweets

BRIAN ROEMMELE

@BrianRoemmele
Jan 6
“A Second brain Found in the Heart”

We think we know where memory is stored.

We think we have one brain.

Over 20 years ago I spent time with DR. PAUL PEARSALL, Ph. D. as he studied
heart transplant recipients and transferred memories. It changed me and this
will change you and what we think is AI.


What I learned from Dr. Pearsall and Dr. Swartz about learning and memory has
not been known or used in the current AI path. When some of these ideas are
applied, we will be an order of magnitude closer to what some call AGI. This is
some of the things I work on in my garage.
If you want to begin where I did over 10 years ago to understand the AI that is
ahead and perhaps help build it, start with this book. I will also share my
latest research soon on new ways to understand AI learning.

Link:

amzn.to/3NRjrKa
Read 4 tweets

BRIAN ROEMMELE

@BrianRoemmele
Dec 28, 2023
I have done extensive work studying The Pile— an open source dataset for
training AI foundational models.

I have been able to “replicate” “news stories” that this dataset NEVER
saw—almost verbatim.

I have a theory how and why this happens and it changes any lawsuit and claims.
The fundamental issue with how Large Language Models (LLMs) work is a
significant part of outputs are “hallucinations” with bookends of “facts”.

This is precisely how the human brain works. You have fragments of “facts” and
you back fill with filler words.

This fact is lost on most AI researchers.

The issues arise when “sources” are hallucinated. In humans many if not all of
us use “higher authority” biases to reenforce the weighting of an argument: eg.
“And I saw this in The New York Times too”.

LLMs by their fine tuning have weights given to certain types of data it sees.
Some of these weights use normal (although not perfect) “sources” and this alone
creates a bias to “use” them as a hallucinated source and attribute the outputs
to that weighted source.

Thus when “replicating” a “story” that The Pile never saw, it is the prompt that
guides the LLM to back fill into what appears to be a legitimate “fact” wrapped
as a hallucinated sources and sometimes details.

Thus the fundamental issue one can try to make in this situation is the
attribution to a LLM output is the primary issue here. If the source was
weighted in the fine tuning it is natural for the LLM to “see” value in
presenting (with the correct prompt) these sources as “the source”.

Thusly the real issue one may have is if you are the named “source” you can make
that claim of reputation damage by these hallucinations.

There is much more to this theory that I will hold back and it may be much
larger. I will speak to anyone attorneys (under the right circumstance) to
demonstrate how ANY news story could be nearly verbatim “replicated” with proof
the LLM could not have and never saw the “original” news story, yet attribute a
news source and may even attempt to replicate a URL.

I am in continual research with The Pile and other datasets as well as LLMs and
other AI and are testing new insights.

Thus it is important to take time and understand that when it comes to LLMs what
you think you know may not be what you think.
Like a misinformed parent of an exceptionally brilliant savant child, AI
scientists are embarrassed by “hallucinations” of LLMs. They of course want
facts. However they have not studied even the most educated and “factual”
humans. What do humans do? They fabricate some “light” facts and fill in with
statistically appropriate words to bolster the non fabricated facts. This is how
all humans work as they are not memorex tape recordings. Now can someone
memorize word-for-word some text, especially if their job or lives are counting
on it (eg. doctors) of course. But humans, even the most accurate ones, usually
only recall the material concepts and “simulate” the surroundings.

Anyone that has spent time with multiple witnesses recalling an event, like in
court rooms will admit that the only thing they hope for is a single alignment
of a “fact” the rest they know (the back fill of words) are irrelevant.

Thus the very foundation of why LLMs are useful is that they do hallucinate, and
must hallucinate, just like us humans that of course LLMs are built on, via
what? Our language and the way we use it, in stories.

This will never change and it is actually a feature and not the embarrassment AI
scientists think it is.
Read 7 tweets

BRIAN ROEMMELE

@BrianRoemmele
Nov 26, 2023
“Is your brain necessary?”

In 1980 Science magazine published this after researchers found people with
almost no brain material—living a normal life [1].

This man lost half his brain and he lives a normal life. The video is shocking.

HE LOST NO MEMORIES.

We are yet to even understand in a minimal way human memory and intelligence
really operate, where it truly comes from and even where it is stored. In the
1921 Dr. Wilder Penfield presented convincing evidence that memories were stored
in specific locations in the brain or engrams. Penfield performed surgery on
epileptic patients and found that when he stimulated the temporal lobes, the
patients relived experiences from the past.

He found that whenever he stimulated a specific region of the brain, it evoked
the same memory. This set the explanation that is still taught today and is
likely what you learned even if you are a neurosurgeon.



In an effort to verify Dr. Penfield’s experiments, biologist Dr. Karl Lashley in
1950 began searching for the elusive engrams. He had trained rats in
maze-running abilities and then attempted to surgically remove the portion of
the rat’s brains (sorry, this is what he did) that contained the maze-running
knowledge.

Dr. Lashley found that no matter what portion of the brain he removed, the rats
retained their maze-running knowledge. Even when massive portions of the brain
were removed, the rats were still able to navigate through the maze. Dr.
Penfield was intrigued but horrified and delayed publishing his work because he
knew it was heretical and he would be deem a Charlatan. He published his work
and he was, of course, called a Charlatan.

Dr. Karl Pribram in 1969, a student of Dr. Penfield, was astonished by Dr.
Lashley’s research. Dr. Pribram was successful in duplicating Lashley’s work and
noticed that when brain-injured patients had large sections of their brain
removed, they did not suffer a loss of any specific memories. Instead, the
patient’s memory became increasingly hazy as greater portions of the brain were
removed. Further research of Dr. Penfield’s experiments could be only duplicated
on epileptic patients because of ethical reasons.



He was only performing tests as he helped epileptic patients with live brain
surgery to help with their brain issues, along the way he was able to see some
memories fade slightly.

Dr. Pribram knew that certain parts of the brain performed specific functions,
yet the actual processing of the information seemed to be carried out by
something that was not particular to any group of cells. Dr. Pribram observed
memories were not localized at specific brain sites but distributed throughout
the brain as a whole.

By 1977 Dr. Pribram came to the same conclusion as Lashley, that memories are
not localized in any specific brain cells, but rather, memory seemed to be
distribution throughout the whole brain. The problem was that there was simply
no known mechanism that would explain how this was possible.

Dr. Pribram remained puzzled until he saw an old mid 1960’s article in
Scientific American describing the construction of laser hologram. He
immediately synthesized the information and hypothesized that the mind itself
was operating in a holographic manner.

We don’t understand the brain to any real degree. We don’t understand where
intelligence comes from. Where it is held. Where it goes when you pass.

Yet today there are folks that demand that you accept they know what Artificial
General Intelligence (AGI) is and that it is “dangerous”.

Start with defining human intelligence first.
___
[1]



In 2020 I wrote about how AI will impact the memory storage in the human brain.
We have reached our over saturation limit. I have always for AI to help. Join
in:

readmultiplex.com/2020/12/12/mem…
For the debunkers and communists notes folks.

YES SCIENCE MAGAZINE WROTE THE STORY.

Do better.
Read 5 tweets


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