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- Last 7 days
- Apr 2026
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www.scientificamerican.com www.scientificamerican.com
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Lichtman is hopeful because ChatGPT's discovery validates a sense he's had since graduate school. 'I had the intuition that these problems were kind of clustered together and they had some kind of unifying feel to them,' he says.
这里提供了专业数学家的直觉判断,但缺乏量化数据支持。'clustered together'和'unifying feel'是模糊表述,无法验证。这反映了数学研究中直觉的重要性,同时也显示了当前AI辅助研究在提供可验证证据方面的局限性。
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- Mar 2026
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substack.com substack.com
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Five ways to train your intuitionFive things that seem to help.Listen to your body. Your heartbeat, your gut, the physical signals. Wall Street traders who could feel their own heartbeat did better in fast trading situations.Explore experiences. Not just collect them. Notice them. The richer the pattern, the better your gut can work with it.Find your rule of thumb. Intuition is information reduction. One good heuristic, vaguely right rather than precisely wrong, often beats careful deliberation.Broaden your lens. Look at the same concept from different domains, different people, different angles. You start seeing it in places you didn’t notice before.Gain feedback. Without it, your lens never changes. You just keep seeing what you always saw.
Five suggested ways to train intuition. - listen to body - noticing wrt experiences - find rule of thumb, equated here to heuristic, absence of chunking. - broaden lens, which seems a deliberate act more, - gain feedback (tangible experiences)
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you cannot train your intuition, but you can listen to it better. I don’t know if that’s entirely true. But I do think you need the silence, the peace of mind, to stand still for a while, to be able to be intuitive
If intuition includes entrained experience, that I'm w Marieke on this. [[Chunking 20210312215715]] for instance seems to be akin to the tacit awareness above, and what makes [[Experts zien anders door chunking 20210418104041]]. Intuition listening as mindful act?
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be vaguely right instead of precisely wrong.
ballpark. But this works for specific groups of questions/decisions and not others
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One thing that keeps coming back in everything I’ve read: intuition is like information reduction, basically. We have it for a reason: we need to function in this world. And having this one rule of thumb is helping you make fast decisions, and it’s usually almost as accurate, or even more accurate, than if we’re trying to rationally come up with the answer.
intuition as reduction(ism). Intuitively I disagree, much of my own experience of intuition is emergent not reduction. A sensed pattern that jumps out intuitively, often in opposition to reductionism (as (over)simplification). More like a probability wave collapsing?
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Jonathan Haidt takes it even further. His paper is called “The Emotional Dog and Its Rational Tail.” If you look at a dog, you think the tail is making a movement. But is the tail actually making the movement, or is the dog wiggling and is the tail just going along? He says we essentially only have System 1. We make our moral choices from our guts, and then we just use System 2 to defend the thing we already decided. There’s been discussion about whether that’s entirely true. There’s no right or wrong, I guess, because we don’t really know exactly what intuition is. But I think it’s a very nice perspective on how our intuition might be more important than we often think it is.
The Emtional Dog and Its Rational Tail by Jonathan Haidt 2001 https://protevi.com/john/Morality/HaidtEmotionalDog.pdf which is said to see System 2 of Kahneman as just there to rationalise System 1 in hindsight, it's all System 1. The tail wiggles bc of the dog's movement.
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Most of you are probably familiar with Thinking, Fast and Slow by Daniel Kahneman. System 1 is your gut feeling, your intuition. Very fast, but also makes mistakes. System 2 is the rational system where you weigh your options and see what’s best. It’s usually explained as: this one is fast but makes mistakes, and then there’s the thinking. We put a lot of weight on that. We are thinking animals, that’s what differs us from the animals.
[[Thinking Fast and Slow by Daniel Kahneman]]
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This is my take, after reading a lot about it: if you act repeatedly on tacit knowledge and you get feedback while doing it, that tacit knowledge becomes intuition.
position: tacit knowledge w feedback loops, becomes intuition
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One word that comes back often is immediate: intuition is this thing that you immediately feel rather than think, rather than rationally explain
intuition as immediate (vlg pattern sensing)
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there’s no hard definition. I’ve been talking about this topic more and more over the past few months, and I noticed that people think very differently about this word. And I find that fascinating
no def of intuition, but a intuitive sense of understanding of the term.
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https://web.archive.org/web/20260328101008/https://substack.com/home/post/p-192306253
[[Marieke van Vliet p]] on intuition in pkm, from her PKM Summit 2026 session
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- Jul 2025
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noetic.org noetic.org
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Despite humanity’s ever-expanding knowledge about our physical world, there remains a gap in our understanding when it comes to consciousness. How does it arise from a physical system? Is it limited to our brain? How do I explain my experiences, from aha! to awe, that I know to be true, yet don’t fit any current scientific explanation? Have you ever had a hunch, intuition, or gut feeling that seemed to come out of nowhere? How about an insight on a project you’ve been hard at work on that suddenly comes to you in a dream? Or you’ve thought of a dear friend or loved one, and they instantly called or texted? While it may be easy to chalk up these occurrences to mere coincidence, the greatest thinkers, scientists, philosophers, and artists report that such noetic experiences have been central to their process as well as their great works of art and scientific and cultural breakthroughs.
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People say I have created things. I have never created anything. I get impressions from the Universe at large and work them out, but I am only a plate on a record or a receiving apparatus — what you will. Thoughts are really impressions that we get from outside.Thomas Edison, Inventor
i remembered from this: creating is just discovering
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The day science begins to study non-physical phenomena, it will make more progress in one decade than in all the previous centuries of its existence.Nikola Tesla, Inventor and Futurist
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no•et•ic: From the Greek noēsis/ noētikos, meaning inner wisdom, direct knowing, intuition, or implicit understanding. The way we understand ourselves and our world is always evolving. From instinct to intuition to intellect, part of being human is using multiple ways to gather and utilize information. Noetic sciences are one of many frameworks we can use to engage with our daily reality. On his way back to Earth after his pioneering moonwalk, Apollo 14 astronaut and IONS founder Dr. Edgar Mitchell had the profound experience of feeling interconnected to everything he was observing from the window of his space capsule: the stars, the moon, our blue planet, and the vastness of the cosmos. He realized quickly that in order to explain such an extraordinary experience (and others like it), there would need to be a rapprochement between the scientific and spiritual interpretations of reality. As a scientist and visionary, Dr. Mitchell saw a need to reconcile his training as an engineer and astrophysicist with the wisdom of the ages to transcend the limitations of what he saw as an outdated materialist worldview. A new framework would be needed: one that could help explain the unexplainable—and spark transformation. He called this framework noetic sciences.
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- Jun 2024
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how do we sort of cultivate an 00:40:56 intuition for complex systems right for those second third nth order effects
for - question - Entangled Worlds podcast - How do we cultivate intuition for complex systems - to access those higher order effects? - answer - Nora Bateson - practice everywhere
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www.youtube.com www.youtube.com
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(~8:40)
Overlearning basically has the purpose of schema automation; creating an intuition for the built cognitive schemata.
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jaredhenderson.substack.com jaredhenderson.substack.com
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My son is roughly a year old, which means he is starting to walk. He still can’t make it across the room, but he can take a few steps. He has a peculiar habit of eating bananas while standing. This usually means he holds a large chunk of banana in one hand while using the other to hold on to the table. Sometimes, overcome by banana-eating euphoria, he will let go of the table he’s using for stability, and he’ll just stand. Then he notices what he has done, and he promptly falls down. It is reckless to attribute complex thoughts to a developing child, but it seems like he is able to stand until he remembers that he can’t. It’s like his conscious thoughts are preventing him from walking around the room.
Reminds me of Dragon Ball's concept of Ultra-Instinct, where the best way to fight is to rely on complete intuition and let go of all thought.
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- Dec 2023
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www.youtube.com www.youtube.com
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43:00 Feeling that something is off/uneasy/anxiety is intuition and not listening to it is detrimental
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psycnet-apa-org.ezproxy.rice.edu psycnet-apa-org.ezproxy.rice.edu
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When subjects are instructed togenerate a random sequence of hypotheticaltosses of a fair coin
for example, they produce sequences where the proportion of heads in any short segment stays far closer to
0.5than the laws of chance would predict (Tune, 1964) // Thus, each segment of the response sequence is highly representative of the "fairness" of the coin- Could this be a nice idea to have student predict 10 consecutive coin toss outcomes and compare to a simulation?
- Explain concepts of probability, intuition of "representative" sampling
Subjects act as if every segment of the random sequence must reflect the true proportion: if the sequence has strayed from the population proportion, a corrective bias in the other direction is expected. This has beenc alled the gambler's fallacy.
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- Nov 2023
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github.com github.com
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If application code lives in app, then doesn't that imply that things in lib (such as PhoneNumberFormatter) are not application code? I think that's one of the reasons why your recommendation of app/lib felt right to me -- my classes feel like they belong in app somewhere.
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www.youtube.com www.youtube.com
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11:00 tap into intuition to find your bliss: not something you have to chase, just listen, look out for clues
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- Feb 2023
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Stephen Johnson's "slow hunch" is built up of information acquisition over time and mixed with diffuse thinking.
vs intuition?
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- Jun 2022
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www.themarginalian.org www.themarginalian.org
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what we call “intuition” is based on the unconscious application of this very mental faculty.
Intuition is a form of combinatorial creativity that has fuzzy edges and potentially incoherent physical links between ideas.
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- Apr 2022
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twitter.com twitter.com
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Adam Kucharski [@adamjkucharski]. (2021, September 8). Some tips on interpreting models (from an @SMC_London talk I gave a few months ago): Https://t.co/3NlRN6q6gb [Tweet]. Twitter. https://twitter.com/adamjkucharski/status/1435650792082575360
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super-memory.com super-memory.com
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The reason for this has been discussed earlier in the context of the minimum information principle: you should always try to make sure your brain works in the exactly same way at each repetition.
There is research that one's first guess or intuition is often correct. In a similar mode, one's first associative thought will likely be the strongest and easiest to remember. It's also more likely that the thought path will occur again and thereby make that association easier to remember in the future.
What does this research indicate? Has anyone tested for this effect? Does it have a name? the TK effect? (And if it doesn't the TK Effect is actually quite an apt one.)
This doesn't seem to be the same definition of the minimum information principle as before.
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- Mar 2022
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psyarxiv.com psyarxiv.com
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Bago, Bence, David Rand, and Gordon Pennycook. ‘Does Deliberation Decrease Belief in Conspiracies?’ PsyArXiv, 8 March 2022. https://doi.org/10.31234/osf.io/86jhw.
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- Feb 2022
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Local file Local file
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The more experience you gain, the more you willbe able to rely on your intuition to tell you what to do next. Instead oftaking you “from intuition to professional writing strategies”, as thetitle of a typical study guide promises, it is here all about becoming aprofessional by acquiring the skills and experience to judgesituations correctly and intuitively so you can chuck misleading studyguides for good. Real experts, Flyvbjerg writes unambiguously, don’tmake plans (Flyvbjerg 2001, 19).
The more experience one gains will lead them to eventually rely on their intuition rather than on planning. Experts are able to flexibly rely on their experience and this learned intuition instead of needing the rules and planning they used when they were novices.
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- Aug 2021
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www.youtube.com www.youtube.com
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intuitive EPI. (n.d.). intuitive EPI - Table 2 Fallacy (Part 1). Retrieved August 5, 2021, from https://www.youtube.com/watch?v=ufwRaWQmxDE
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journals.sagepub.com journals.sagepub.com
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Effron, D. A., & Raj, M. (2020). Misinformation and Morality: Encountering Fake-News Headlines Makes Them Seem Less Unethical to Publish and Share. Psychological Science, 31(1), 75–87. https://doi.org/10.1177/0956797619887896
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- Jul 2021
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blog.appsignal.com blog.appsignal.com
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I guess it is more of a feeling whether to use them or not.
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- May 2021
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interpersonal.stackexchange.com interpersonal.stackexchange.com
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With experience you would get to have an idea about how knowledgeable the customer was just by talking to them for a few seconds, but you have to be careful not to assume things.
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- Apr 2021
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psyarxiv.com psyarxiv.com
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Elsey, James, and Merel Kindt. ‘Knowing When to Trust Your Gut: The Perceived Trustworthiness of Fear Varies with Domain Expertise’. PsyArXiv, 16 April 2021. https://doi.org/10.31234/osf.io/682su.
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- Nov 2020
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www.benkuhn.net www.benkuhn.net
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When you’re implementing a bad plan yourself, instead of having a mentor bail you out by fixing it, a few really useful things happen:You learn many more details about why it was a bad idea. If someone else tells you your plan is bad, they’ll probably list the top two or three reasons. By actually following through, you’ll also get to learn reasons 4–1,217.You spend about 100x more time thinking about how you’ll avoid ever making that type of mistake again, i.e., digesting what you’ve learned and integrating it into your overall decision-making.By watching my mistakes and successes play out well or badly over the course of months, I was able to build much more detailed, precise models about what does and doesn’t matter for long-term codebase health. Eventually, that let me make architectural decisions with much more conviction.
There's a benefit to embarking on a challenge without a more experienced authority to bail you out.
- You learn many more details about why it's a bad idea.
- The lessons you learn in terms of how to avoid the mistakes you made stick with you longer
(I would add that the experience is more visceral, it activates more modalities in your brain, and you remember it much more clearly.)
These types of experiences result in what the author calls more "detailed, precise models". For me they result in a sort of intuition.
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- Sep 2020
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www.youtube.com www.youtube.com
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Intuitive EPI - Channel introduction. (n.d.). Retrieved September 23, 2020, from https://www.youtube.com/watch?v=PMO2-Hf2-EY
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- Aug 2020
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bjgp.org bjgp.org
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Smith, C. F., Drew, S., Ziebland, S., & Nicholson, B. D. (2020). Understanding the role of GPs’ gut feelings in diagnosing cancer in primary care: A systematic review and meta-analysis of existing evidence. British Journal of General Practice, 70(698), e612–e621. https://doi.org/10.3399/bjgp20X712301
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- Jul 2020
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Starominski-Uehara, M. (2020). Mass Media Exposing Representations of Reality Through Critical Inquiry [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/vz9cu
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psyarxiv.com psyarxiv.com
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Fuhrer, J., & Cova, F. (2020). “Quick and dirty”: Intuitive cognitive style predicts trust in Didier Raoult and his hydroxychloroquine-based treatment against COVID-19. https://doi.org/10.31234/osf.io/ju62p
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- Apr 2020
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www.kickstarter.com www.kickstarter.com
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We wondered - do voters carefully consider the political issues and then objectively study each candidate’s platform, or do they mainly go with from-the-gut “tribal” feelings?
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time.com time.com
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It seems kind of intuitively obvious that if you put something—whether it’s a scarf or a mask—in front of your nose and mouth, that will filter out some of these viruses that are floating around out there,” says Dr. William Schaffner, professor of medicine in the division of infectious diseases at Vanderbilt University. The only problem: that’s not effective against respiratory illnesses like the flu and COVID-19. If it were, “the CDC would have recommended it years ago,” he says. “It doesn’t, because it makes science-based recommendations.”
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- Mar 2020
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proud of their ignorance of the facts, who are proud of thinking that their desires or their “gut feel” somehow takes priority over rational thought
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- Feb 2020
- Oct 2019
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math.libretexts.org math.libretexts.org
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the
For any value of e, if you can always find a small enough disk with radius delta such that f(x,y) is within e of L, lim_(x,y)->(a,b)=L
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- Aug 2018
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www.dartmouth.edu www.dartmouth.edu
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Discursive, or Intuitive; discourse Is oftest yours, the latter most is ours,
So intuition is close the realm of angels! (Scoring as a 100% intuitive on the Meyers-Briggs, I don't mind being classified as close to the angelic realm <-: ). It's interesting that Milton does choose to exalt intuition. He did, however, write before the Enlightenment - at which point, reason would probably have been valued much higher.
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- Feb 2017
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sebastianraschka.com sebastianraschka.com
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Feature scaling in depth tutorial
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- Nov 2015
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christmind.info christmind.info
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The Bible says, “Faith is the substance of things hoped for, the evidence of things not seen.“1 This means that no matter how deeply we may seem to be buried in the distortions of a personal, three-dimensional, finite frame of mind, the faith that we find everpresently abiding within us is our everpresent “connection” with the Actuality of our Being as It is really going on. In other words, it is our Actual experience of Substance, inviolably “held in trust” for us, you might say, so long as we indulge in attempting to experience the Reality of our Being from a partial view. This is why it is “the evidence of things not seen.” It is the evidence of Reality, present and undistorted, in spite of the distortions inherent in the partial view. Faith, intuition, and desire constitute three aspects of our everpresent conscious experience of Reality while we are involved in the deception of existing as a finite mentality.
Our lifeline back to Reality.
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christmind.info christmind.info
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Essential to being able to break the partial view, is the shifting of the “point of awareness” from being within that which is observed to that subjective Place wherein It is that which is what is observed—the all-inclusive, infinite experience of being as Conscious Being. It is only the intuitive perception of our Infinity as Conscious Being—prior to our “expansion”—which gives us the guts to expand. That intuition gives us the perspective to see that we are expanding into what we already Are, and that we are not expanding into the unknown at all! True, we may not know the details of our Infinity, but it’s the details that we cannot see until the Universal Nature of our Self becomes an accepted Fact and basis from which to be. This is so essential to understand, and you are beginning to see this. Excellent!
To Awaken we must shift awareness from being within what is observed to being what is observed, all that is.
Our intuition, the feeling that we are more than we think, is what gives us the guts to expand, to step into what appears to be unknown.
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christmind.info christmind.info
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You are sitting, right now, as the Omnipresence of infinite Good, actively, Omnipotently unfolding and fulfilling Itself without exception. It is the intuitive perception—it is the desire, faith, and intuition of there being something to wake up into—which must remain the focal point of your conscious experience, regardless of the illusion of being boxed in. Then you must desire to wake up. Do not waste any energy in attempting to overcome any facet of the dream, since the way things appear is imaginary. It, therefore, cannot be dealt with in any way other than waking up!
Here Raj gives a practical reminder, focus on the desire to wake up, have faith..... and do not waste time and energy on overcoming the dream of separation. And everything inclusive of me is unfolding and fulfilling itself without exception.
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RAJ: Good morning, Paul. You are beginning to grasp that there truly is a more infinite and accurate view of what you are experiencing, and yet you feel you have no basis upon which to wake up to that larger, more accurate perception. You recognize the demand for something, and I have told you that the three-dimensional situation will not be relieved until you wake up. Thus, you find yourself in a bind from which you see no escape. The fact is that Being has no dead ends. It is only the finite view which would make Infinity appear to be blocked off. You are sitting, right now, as the Omnipresence of infinite Good, actively, Omnipotently unfolding and fulfilling Itself without exception. It is the intuitive perception—it is the desire, faith, and intuition of there being something to wake up into—which must remain the focal point of your conscious experience, regardless of the illusion of being boxed in. Then you must desire to wake up. Do not waste any energy in attempting to overcome any facet of the dream, since the way things appear is imaginary. It, therefore, cannot be dealt with in any way other than waking up!
Paul is feeling trapped not knowing what to do. Raj says that all is unfolding perfectly, have faith and follow your desire, the only way to improve your experience is to wake up.
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christmind.info christmind.info
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So, that portion of one’s Self, which he has disowned by claiming he is finite, becomes an intuitive perception of potential of unattained good, or unattained life, but nevertheless attainable through some path or other. So, while that one identifies himself three-dimensionally, he is constantly reminded, goaded, pushed by his Actual Oneness and Universality to give up his finite view as fact. This whole process has nothing to do with evil, error (as power) the dark forces, evil powers, or the devil. You could say it is purely mechanical, with no values associated with it.
Source of the perception of evil (devil, darkness, etc).
The natural evolution of life.
This is important: The infinity of our Being shines through the belief in death as intuitive perception of potential. We are constantly - goaded - to return to Truth.
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christmind.info christmind.info
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Now, it does no good to have a lifeline attached to us while trekking around in the foreboding territory of the three-dimensional frame of reference if we do not use it to guide ourselves back into the Fourth-dimensional view, wherein perspective returns and there is no foreboding. In other words, it serves no purpose to stand in the finite view and have faith, have intuition, and have desires. From within that frame of reference, the distortion applies equally to those three everpresent perceptions of Reality. It causes them to be experienced as arising out of the absence of that which we have faith in, intuition about, and desires for. One can sit and rot in the illusion of “hell” while tenderly fondling and embracing his intuitions, faith, and desires. Your faith in what is Real, your intuitions about It, and your desire to experience It must be seen for what they are, and utilized, no matter how infinitesimal they seem to be from the standpoint of the partial view!
Faith, Intuition, and Desire must be used to guide us into the 4d view of experience.
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The Bible says, “Faith is the substance of things hoped for, the evidence of things not seen.“1 This means that no matter how deeply we may seem to be buried in the distortions of a personal, three-dimensional, finite frame of mind, the faith that we find everpresently abiding within us is our everpresent “connection” with the Actuality of our Being as It is really going on. In other words, it is our Actual experience of Substance, inviolably “held in trust” for us, you might say, so long as we indulge in attempting to experience the Reality of our Being from a partial view. This is why it is “the evidence of things not seen.” It is the evidence of Reality, present and undistorted, in spite of the distortions inherent in the partial view. Faith, intuition, and desire constitute three aspects of our everpresent conscious experience of Reality while we are involved in the deception of existing as a finite mentality.
Faith, Intuition, and Desire are aspects of our conscious experience of Reality while we are engaged in the 3d experience.
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- Feb 2014
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www.dougengelbart.org www.dougengelbart.org
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Mental structuring is what we call the internal organization of conscious and unconscious mental images, associations, or concepts (or whatever it is that is organized within the human mind) that somehow manages to provide the human with understanding and the basis for such as judgment, intuition, inference, and meaningful action with respect to his environment.
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- Nov 2013
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caseyboyle.net caseyboyle.net
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There exists no word for these intuitions; when man sees them he grows dumb, or else he speaks only in forbidden metaphors and in unheard-of combinations of concepts.
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it will now be guided by intuitions rather than by concepts.
intuition vs. concepts
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