BTW,
#RFKJr is not a dumbarse because he talks shit, he talks shit because he's a dumbarse.
#causality
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Continued thread
...so naturally there's more. Reading off bits via incommensurate scales breaks some important symmetries. Since our first pass notions on #Causality are time dependent we have our first suspect source of the
" flaky" bits on the time axis in the #Tiimespace of #Relativity. We don't need extremal conditions to require time corrections in practical applications as satellites in near Earth orbit need relativistic corrections for GPS to work at all. Relativity is odd but it works extremely well
Machine learning revolutionises industries, yet understanding causality remains a challenge. By integrating causal models, AI can provide deeper, more interpretable insights beyond mere correlations. Overcoming practical hurdles is key to future breakthroughs. Could causality be the next frontier? #MachineLearning #AI #Causality #TechInsights https://www.kdnuggets.com/is-causality-the-next-frontier-for-machine-learning
The difference between the perspectives of classical physics and those of the Copenhagen School was therefore rooted in different views of the basic philosophical concepts: objectivity, phenomenon, causality and physical reality. The actual revolution in the philosophical foundations of physics consisted in Bohr’s seeing himself as obliged to redefine these concepts in order to retain them within the framework of the new physics. At the same time this meant a redefinition of the criteria of science.
—Suzanne Gieser, The Innermost Kernel
#bohr #physics #objectivity #phenomenon #causality #reality
—Suzanne Gieser, The Innermost Kernel
#bohr #physics #objectivity #phenomenon #causality #reality
#simplicialcomplex + #Causality +#Reservoircomputing:
"Higher-order Granger reservoir computing: simultaneously achieving scalable complex structures inference and accurate dynamics prediction" https://www.nature.com/articles/s41467-024-46852-1
“A/B test proves causality with certainty.”
I read this on LinkedIn today. Confident. Bold.
But truth is:
Correlation ≠ causality Experiments ≠ certainty
Just better guesses.
My reflection 
https://richardgolian.com/article/im-surprised-by-the-confident-use-of-words-like-certainty-and-causality
#data #causality #stats #marketing #ads #statistics
richardgolian.comI’m Surprised by the Confident Use of Words Like Certainty and Causality | Richard GolianToday I came across a post on LinkedIn by a digital specialist. He confidently claimed that with an A/B test, we can determine not just correlation, but true causality. He used words like “certainty” as if statistics were part of Newtonian physics — clear, absolute, unquestionable. I’m surprised by that level of confidence. I don’t have it.
“Our collective capacity to make new choices about what to do with all our power will determine the fate of our species. The thing that’s so scary and frustrating and hard is that it seems out of our control.” aeon.co/essays/causa... #causality #humans #technology
Causal understanding is not a ...
AeonCausal understanding is not a point of view, it’s a point of do | Aeon EssaysHumans have a superpower that makes us uniquely capable of controlling the world: our ability to understand cause and effect
“No other animal thinks about #causation in the hyper-objective, hyper-general way that we do. Only we – adult #humans – see the world suffused with #causality.” aeon.co/essays/causa...
Causal understanding is not a ...
Bluesky SocialBluesky
Equanimity is a state of calm and balance, even under stress. Rooted in Buddhist teachings, it blends compassion with detachment, embracing impermanence and interconnectedness. Through mindfulness, reflection, and balanced action, we cultivate resilience and freedom. True equanimity arises not by avoiding challenges but by embracing them with a steady mind and open heart, fostering lasting peace. AI Generated. #equanimity #balance #compassion #detachment #ups&downs #causality
'Directed Cyclic Graphs for Simultaneous Discovery of Time-Lagged and Instantaneous Causality from Longitudinal Data Using Instrumental Variables', by Wei Jin, Yang Ni, Amanda B. Spence, Leah H. Rubin, Yanxun Xu.
Recent @DSLC club meetings:
The Effect: A Gallery of Rogues: Other Methods https://youtu.be/fxO_B3oT0ac
Generative AI Handbook: & Chapter 12 Decoder-Only Transformers
https://youtu.be/RiXLq-wY9hM
Health Metrics and the Spread of Infectious Diseases: Causes and Risks
https://youtu.be/Y0HVYdb8Ie8
Shiny Club https://youtu.be/qo3ge3Qck6Q
Visit https://dslc.video for hours of new #DataScience videos every week!
youtu.be- YouTubeEnjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.
Recent @DSLC club meetings:
The Effect: Regression Discontinuity https://youtu.be/YXhNKVqTbeY #RStats #causal
#causality
Generative AI Handbook: & Chapter 12 Decoder-Only Transformers
https://youtu.be/D5gPrijHQhA #PyData #GenAI #AI #DeepLearning
Shiny Club https://youtu.be/5XG-MPh0t_A #RStats #RShiny #PyShiny
Visit https://dslc.video for hours of new #DataScience videos every week!
youtu.be- YouTubeEnjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.
Replied in thread
I think maybe you encountered a time traveller who came back to give you the reference material you needed a few years ahead of schedule, to help hurry up the arrival of a new and better age of technology.
Beyond #causality
https://aeon.co/essays/to-better-understand-the-world-follow-the-paths-of-mathematics
#Mathematics shows that understanding isn't just about finding causes, but about recognizing complex structural relationships that connect mind and nature. It shows that the mental and physical worlds aren't separate - they're different aspects of the same reality.
So, stop seeing #science and #humanities as competing worldviews. They're complementary ways of exploring our interconnected world, with mathematics as the translator between them.
AeonTo better understand the world, follow the paths of mathematics | Aeon EssaysIn order to bridge the yawning gulf between the humanities and the sciences we must turn to an unexpected field: mathematics
Recent @DSLC club meetings:
The Effect: Regression Discontinuity https://youtu.be/1nCKCR_YIDA #RStats #causal #causality
Shiny Club https://youtu.be/O7hYqjLYwa8 #RStats #RShiny
Outstanding Shiny UI: Communicate between R and JS https://youtu.be/D0Zr_3isE8I #RStats #RShiny
From the @DSLC chives:
"Advanced R: Translating R Code" https://youtu.be/fixyitpXrwY #RStats
Visit https://dslc.video for hours of new #DataScience videos every week!
youtu.be- YouTubeEnjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.
Recent @DSLC club meetings:
The Effect: Instrumental Variables https://youtu.be/YNR4hNTRSeE #RStats #causal #causality
From the @DSLC chives:
"R for Data Science: Communicate Part 2" https://youtu.be/qQrnNef9fkM #RStats
"Health Metrics and the Spread of Infectious Diseases: Intro to Health Metrics (health_metrics1 2)" https://youtu.be/25Npx53f7F4 #RStats
Visit https://dslc.video for hours of new #DataScience videos every week!
youtu.be- YouTubeEnjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.
Reassessing Aquinas’s Second Way: The Relevance of Efficient Causality in Philosophy and Contemporary Science https://buff.ly/4hnnwma #Christianity #philosophy #theology #causality #science #Aquinas
#TrumpPrecedent
#ForcedEmpathy
#Causality
Seriously, where are the stickers like I saw on every gas pump in GA? Shouldn't this kinda shit be in the works? Don't *we have some *honest pointing to do?
