" ... a sudden , dramatic , and important discovery or development" _ We think too much and feel too little .

Breakthrough

"It´s ALL of them ! ... and isn´t that the point?"
youtu.be/VNUUOUswoxk?feature=shared

youtu.be/5kuBR7kPT1Y?feature=shared

youtu.be/w8HdOHrc3OQ?feature=shared
youtu.be/sqOgyNfHl1U?feature=shared

"IF"

If you can keep your head when all about you
Are losing theirs and blaming it on you,

If you can trust yourself when all men doubt you,
But make allowance for their doubting too;

If you can wait and not be tired by waiting,
Or being lied about, don’t deal in lies,

Or being hated, don’t give way to hating,
And yet don’t look too good, nor talk too wise:

If you can dream—and not make dreams your master;
If you can think—and not make thoughts your aim;

If you can meet with Triumph and Disaster
And treat those two impostors just the same;

If you can bear to hear the truth you’ve spoken
Twisted by knaves to make a trap for fools,

Or watch the things you gave your life to,
Broken,

And stopp –

And build ’em up
with worn-out tools –

If you can make one heap of all your winnings
And risk it on one turn of pitch-and-toss,

And lose,
and start again at your beginnings

And never breathe
a word about your loss;

If you can force your heart and nerve and sinew
To serve your turn long after they are gone,

And so hold on
when there is nothing in you

Except the Will
which says to them: ‘Hold on!’

If you can talk with crowds
and keep your virtue,

Or walk with Kings—
nor lose the common touch,

If neither foes nor loving friends can hurt you,
If all men count with you, but none too much;

If you can fill the unforgiving minute
With sixty seconds’ worth of distance run,

Yours is the Earth
and everything that’s in it,

And—which is more
—you’ll be a Man, my son!

"Clear the mechanism." – Billy Chapel (For The Love Of The Game)

Nothing's working." said Rabbit.

"Have you tried unplugging?" asked Bear.

"I don't plug in anywhere." said Rabbit.

"Yes you do." said Bear. "You're plugged into the world around you."

"Oh." said Rabbit, giving this some thought. "How do I unplug then?"

"Close your eyes, let your muscles relax and listen only to the sound of yourself breathing in and out." said Bear. "After a while, when you feel ready, plug back in, and try again."

©Tara Shannon, 2021

Robinson, K.: Out of Our Minds . Learning to be Creative

Autor, B., Mindell, D. & Reynolds, E.: The Work of ohe Future. Building Better Jobs in an Age of Intelligent Machines

Blackburn, E. & Opel, E.: The Telomere Effect . A Revolutionary Approach to Living Younger, Healthier Longer

Dan Ariely: The Upside of Irrationality + Predictably Irrational

"Fühlen nützt nichts , hilft aber . Warum wir uns immer wieder unvernünftig verhalten" & "Denken hilft zwar, nützt aber nicht . Warum wir immer wieder unvernünftige Entscheidungen treffen"

ISO 25 Lines of rocks & clouds .

Convergence _ Extension

"The Pieces Are Moving ."

Normandy . Beaches

bioethics.com
restofworld.org/2023/ai-developers-fiction-poetry-scale-a...
www.axios.com/2024/05/03/ai-race-china-us-research

www.nature.com/articles/s41586-024-07324-0

iScience (April, 13, 2024) _ Enhanced cell segmentation with limited training datasets using cycle generative adversarial networks:

"Deep learning is transforming bioimage analysis, but its application in single-cell segmentation is limited by the lack of large, diverse annotated datasets. We addressed this by introducing a CycleGAN-based architecture, cGAN-Seg, that enhances the training of cell segmentation models with limited annotated datasets.

During training, cGAN-Seg generates annotated synthetic phase-contrast or fluorescent images with morphological details and nuances closely mimicking real images. This increases the variability seen by the segmentation model, enhancing the authenticity of synthetic samples and thereby improving predictive accuracy and generalization. Experimental results show that cGAN-Seg significantly improves the performance of widely used segmentation models over conventional training techniques.

Our approach has the potential to accelerate the development of foundation models for microscopy image analysis, indicating its significance in advancing bioimage analysis with efficient training methodologies."

doi.org/10.1016/j.isci.2024.109740
github.com/abzargar/cGAN-Seg

As ever, profoundly grateful to all for forgiving kindness expressed herein, I very much shall be looking forward to diving in your so inspiring & unique streams of unfolding imaginative creativity and innovative authenticity in the future.

youtu.be/-_zYn-HHcyA?si=ZmWJt8-8FExf6rLZ

Taken on: June 9, 2023

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