在大型语言模型领域，上下文窗口不断扩大被视为进步，但作者提出严格上下文隔离可以防止饱和和错误传播，挑战了'更大上下文窗口总是更好'的主流观点。

传统观点认为更多的上下文信息总是有益的，但作者提出严格上下文隔离可以防止饱和和错误传播，这与常规的'更多上下文更好'的直觉相悖。

🗺️ TACTICAL MAP: THE IDENTITY TRIAD

The Parasite: "I need you to survive." (Codependency).

The Orphan: "I don't need anyone." (Isolation/Pride).

The Heir: "I have access to everything that is my Father's." (Interdependence). Mission: Most Agents bounce between 1 and . The Empire pushes you to be a Parasite (Consumer) or an Orphan (Hustler). Only the Kingdom invites you to be an Heir.

WOW! I've been out of the classroom for quite awhile and never considered this scenario regarding AI. This hit a nerve in me as I'm sure it will with many. I get it!

How do we respond and mitigate the isolation, the loss of human dialogue, mentorship and connection?

for - adjacency - existential isolation - footprints in the sand - noone will care for us a thousand years from now - Milarepa - alone vs loneliness - Donald Hoffman - I've often thought about this on walks in nature - plants sit next to each other, - some just sprouting, - others in full, vibrant maturity, - some withering, - and others dead and decayed - life and death are juxtapositioned - A blade of grass may live and die without the rest of the world knowing anything about it - When a tree falls in the forest, does anybody hear? - To live a life embodying the sacred, it doesn't matter if no-one knows anything about you - and yet, in contrast, biology and psychology tells us e are social beings, INTERbeings by nature - How do we reconcile these opposites? - Milarepa - the yogi living in solitude mountain retreat - in a yogic song I wrote, there's a difference between being alone and loneliness - How do we flip the loneliness of existential isolation of being human - to the fullness of the boundless wisdomin the aloneness of one particular headset in this lifetime?

New meme - the fullness of being alone - the Fullness of Emptiness

überhaupt kein "frauenthema". "vater staat" will schwache, dumme, kranke sklaven,<br /> und diese falsche erziehung betrifft alle lebensbereiche, auch schon vor der geburt.<br /> isolation, vereinzelung, beziehungskontrolle - das ist ein wichtiges machtinstrument.<br /> meine tochter wurde von mir isoliert weil ich angeblich "erziehungsunfähig" bin.

for - adjacency - key insight - quote - localization enables (infinite or universal consciousness) to perceive itself - Rupert Spira - discerning single voice at a busy party metaphor - existential isolation - umwelt

adjacency - between - key insight - quote - localization enables (infinite or universal consciousness) to perceive itself - Rupert Spira - discerning single voice at a busy party metaphor - existential isolation - adjacency relationship - quote - localization enables (infinite or universal consciousness) to perceive itself - Rupert Spira - This localization process enables (infinite) consciousness to perceive itself as the universe because - infinite consciousness cannot perceive its own activity directly - because if infinite consciousness were to perceive the universe directly - it would have to do so from every single point of view in the universe - It would be the deepest, darkest black image you could imagine - So in order to perceive an object - (infinite) consciousness must localize itself as an apparently separate subject so - the apparent localization of our self or - the dissociation of ourselves - as finite minds out of infinite consciousness enables - perception and - thought

• There is a metaphor that applies here:
  • At a busy dinner party, many people are talking at the same time
  • As the number of people approach infinite, the signal becomes more difficult to detect
  • In the same manner, as the activities of the universe are seemingly unbounded, how could infinite consciousness possibly observe its own infinite entirety?
  • Existential isolation is deemed depressing because it makes us feel intrinsically separated and disconnected from others, yet
    • it may be very necessary
  • Can you imagine hearing and understanding the voices of every human being, much less every living being?
  • An individual human does not have the capacity to process all that information
  • In the same manner, the body of every living organism is fine tuned for only one specific set of unwelts
  • How would we process the unbound amounts of information if we had an infinite number of different detectors?

for - quote - how things appear - quote - Nic Higham - key insight - duality

• Because of our narrowed, distorted focus,
  • we’ve become apparently disconnected from our essential Aliveness, which is universal.
• We are so accustomed to perceiving a dualistic paradigm;
  • there’s “me” and
  • a world of “others”
  • existing in an infinite and vastly unknown universe of disparate objects.

comment - Nic summarizes the dualistic perspective succinctly

for - quote - imagined duality - unpack - imagined duality

quote - imagined duality - author - Nic Higham

• On a deeper level,
• it’s imagined duality which creates all manner of separateness
  • from the kind I call “dualistic isolation,”
    • the sense that you’re identified with and alone in your body and your mind,
  • to “existential loneliness,”
    • a persistent sense of incompleteness that no amount of social or material connection can resolve.

unpack - imagined duality and existential isolation - Alone in your body and mind - in my younger days, I had a metaphor for this - Life is a movie theatre for one, yourself - Only you have access to this movie theatre - Nobody else is there to experience the totality of your experiences, except you. - You are the sole inhabitan of your YOUniverse -

adjacency - between - existential isolation - desire and fear - adjacency statement -Desire of the other emerges from a sense of lack in the totality of reality - fear of the other emerges from a sense of avoidance of aspects of reality - Biologically , we have an innate desire and fear instinct - We desire to that which helps us survive - We fear that which threatens our survival - The psychological construction of the self takes cues from this biological attraction and aversion - the self-consciousness of the biological self as individual that is a separate entity from the environment - It is interesting to ponder how we could reconcile this difference

for - insight - existential isolation - quote - existential isolation

• Because we’re unable to
  • experience life genuinely, or
  • relate authentically to our own nature and to others,
• we often suffer from a “dread of nothingness.”
• Loneliness, Moustakas says,
  • is part and parcel of being, of existing, which,
  • if embraced, can lead us to “
    • deeper perception,
    • greater Awareness and sensitivity, and
    • insights into one’s own being”.

existential isolation - evocative description - See David Loy's description of the same thing as the fear of our own inherent emptiness

quote - existential isolation - Nic Higham

• .But this other kind of anxiety was more like
  • a quiet, unintelligible terror,
  • a distant alarm bell,
  • an uncaused danger.
• It seemed more real and fundamental than any passing concern.
• Apparently arising from my innermost core,
  • existential anxiety was a lurking, menacing mythical figure.
• It hid in the shadows of my very Being,
  • coming at me from
    • everywhere and
    • nowhere.
• It wasn’t an entity but an inescapable mood
  • that cunningly evaded -reason and
    • remedy.
• It was
  • a constant undercurrent,
  • an impending nothingness and hollowness,
  • a strange intimacy with an enticing void,
• the cost of having a thumping heart and a free spirit.

reference - Ernest Becker - Denial of Death - https://jonudell.info/h/facet/?max=100&expanded=true&user=stopresetgo&exactTagSearch=true&any=denial+of+death - The Birth and Death of Meaning - https://jonudell.info/h/facet/?max=100&expanded=true&user=stopresetgo&exactTagSearch=true&any=the+birth+and+death+of+meaning - David Loy - https://jonudell.info/h/facet/?max=100&expanded=true&user=stopresetgo&exactTagSearch=true&any=david%2Bloy

from -search - Google - https://www.google.com/search?q=Heidegger+existential+isolation+Milarepa+alone+but+not+lonely&oq=Heidegger+existential+isolation+Milarepa+alone+but+not+lonely&gs_lcrp=EgZjaHJvbWUyBggAEEUYOdIBCjQ1OTU2ajBqMTaoAgGwAgE&sourceid=chrome-mobile&ie=UTF-8#sbfbu=1&pi=Heidegger%20existential%20isolation%20Milarepa%20alone%20but%20not%20lonely

to - Nic Higham - https://hyp.is/trokCgCNEe-QGA_EuaiIPg/nisargayoga.org/

for - existential isolation - existential loneliness - existential isolation - Heidegger - Deep Humanity

from - Science and Nonduality article - https://scienceandnonduality.com/article/embracing-existential-loneliness-and-waking-up-to-non-dual-aloneness/

backlink -search - Google - https://www.google.com/search?q=Heidegger+existential+isolation+Milarepa+alone+but+not+lonely&oq=Heidegger+existential+isolation+Milarepa+alone+but+not+lonely&gs_lcrp=EgZjaHJvbWUyBggAEEUYOdIBCjQ1OTU2ajBqMTaoAgGwAgE&sourceid=chrome-mobile&ie=UTF-8#sbfbu=1&pi=Heidegger%20existential%20isolation%20Milarepa%20alone%20but%20not%20lonely

for - search term - Google

Search term - Google - Heidegger existential isolation Milarepa alone but not lonely - Google return results - https://www.google.com/search?q=Heidegger+existential+isolation+Milarepa+alone+but+not+lonely&oq=Heidegger+existential+isolation+Milarepa+alone+but+not+lonely&gs_lcrp=EgZjaHJvbWUyBggAEEUYOdIBCjQ1OTU2ajBqMTaoAgGwAgE&sourceid=chrome-mobile&ie=UTF-8#sbfbu=1&pi=Heidegger%20existential%20isolation%20Milarepa%20alone%20but%20not%20lonely - websites visited from returned result -https://scienceandnonduality.com/article/embracing-existential-loneliness-and-waking-up-to-non-dual-aloneness/

source - my wife's WU post on isolation during COVID

don't want: isolation

• Third great separation

  • industrial agricultural revolution

    • Farming was a community affair, by necessity.
    • Nearly everyone in the United States lived on a farm, had lived on a farm, or knew someone who lived on a farm.
    • There was still a sense of connectedness to the land, the earth, through food and farming.
    • But ​“times changed” in rural America.

    • The industrialization of agriculture removed the necessity for community-based farming.

    • Farmers eventually lost their sense of connectedness to

      • their land,
      • to each other and
      • to their communities.
    • Consumers no longer know
      • who produces their food,
      • where it was produced, or
      • how it was produced.
    • What happens to food between the earth and the eater has become largely a mystery.
    • Food for family gatherings and religious holidays are of economic importance to the food industry,
      • but have little social or spiritual significance beyond following cultural traditions.
    • The dependence of humanity on the Earth for food is no less than during the early times of hunting and gathering,
      • but the sense of connectedness between the eater and the Earth has been lost.

• quote

  • Farming was a community affair, by necessity
  • What happens to food between the earth and the eater has become largely a mystery.

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ReconfigBehSci. (2021, April 21). RT @covidoneyearago: One year ago today: A paper in Clinical Infectious Diseases identifies a 16.3% rate of in-household COVID-19 infection… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1384784541873737729

Bays, D., Whiteley, T., Pindar, M., Taylor, J., Walker, B., Williams, H., Finnie, T. J. R., & Gent, N. (2021). Mitigating isolation: The use of rapid antigen testing to reduce the impact of self-isolation periods (p. 2021.12.23.21268326). medRxiv. https://doi.org/10.1101/2021.12.23.21268326

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1. Managing COVID at home, isolation and protecting your household: an overview

Allyson Pollock [@AllysonPollock]. (2022, January 4). The health care crisis is of governments making over three decades. Closing half general and acute beds, closing acute hospitals and community services,eviscerating public health, no service planning. Plus unevidenced policies on testing and self isolation of contacts. @dthroat [Tweet]. Twitter. https://twitter.com/AllysonPollock/status/1478326352516460544

Prof. Christina Pagel 🇺🇦. (2022, March 8). What could be causing it? Likely combo of: 1—Dominant BA.2 causing more infections (we await ONS!) 2—Reduction in masks, self-isolation & testing enabling more infections 3—Waning boosters in older people esp I worry that we will be stuck at high levels for long time. 2/2 https://t.co/xZ2SLFNVkS [Tweet]. @chrischirp. https://twitter.com/chrischirp/status/1501250081693048838

Carl T. Bergstrom on Twitter. (n.d.). Twitter. Retrieved April 1, 2022, from https://twitter.com/CT_Bergstrom/status/1479938695054594050

ReconfigBehSci on Twitter: ‘RT @karamballes: What is the Governments vision of “endemic”? #r4today https://t.co/1VZDJac2e7’ / Twitter. (n.d.). Retrieved 29 March 2022, from https://twitter.com/SciBeh/status/1481903227109056518

ReconfigBehSci. (2021, December 30). RT @CT_Bergstrom: The original document (https://web.archive.org/web/20211227215943/https://www.cdc.gov/media/releases/2021/s1227-isolation-quarantine-guidance.html) was self-contradictory on this point. The December 29th revision specifie… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1476474802416271362

indie_SAGE. (2022, February 11). Indie_SAGE 11.02.2022. https://www.youtube.com/watch?v=0GC9QsKfrNc

Boris Johnson: Do not throw caution to the wind on Covid. (2022, February 20). BBC News. https://www.bbc.com/news/uk-60446908

Health sector facing ‘challenges not seen in a century’ as Victoria issues rare Code Brown. (2022, January 17). ABC News. https://www.abc.net.au/news/2022-01-18/victoria-records-more-covid-19-deaths-hospitalisations-and-cases/100762978

Ana Mardoll. (2022, February 12). I used to be a history major, with a focus on social history. And I remember reading about WW2 in a very fascinating book about the evolution of courtship and dating dynamics in America. (I’m going somewhere with this, bear with me.) [Tweet]. @AnaMardoll. https://twitter.com/AnaMardoll/status/1492398681303261184

How pandemic isolation is affecting young kids’ developing minds. (2022, February 11). Science. https://www.nationalgeographic.com/science/article/how-pandemic-isolation-is-affecting-young-kids-developing-minds

NHS bosses facing daily scramble to cover gaps in workforce hit by wave of Omicron cases. (2021, December 29). Inews.Co.Uk. https://inews.co.uk/news/covid-absences-nhs-staff-cover-gaps-hit-wave-omicron-cases-1374255

Deepti Gurdasani. (2022, February 9). I don’t even know what to say. There were 2.8 million people estimated to have prevalent infection in the last ONS survey. 1 in 19 people in the community in England. ~1,800 deaths/wk in the UK. Removing requirements for self-isolation will lead to preventable illness & death.🧵 [Tweet]. @dgurdasani1. https://twitter.com/dgurdasani1/status/1491426843135655936

Carl T. Bergstrom. (2022, January 8). 1. A thread on the CDC’s recommendation to de-isolate five days after the onset of symptoms or positive test. First, a disclosure: I was paid as a consultant for this work, done in collaboration with @Color Health, which provides COVID testing services and vaccination logistics. [Tweet]. @CT_Bergstrom. https://twitter.com/CT_Bergstrom/status/1479938654579544065

Jorge A. Caballero, MD (jorgecaballero.eth). (2022, January 10). 🧵/ I just spoke with two journalists about data that shows how the U.S. healthcare system is collapsing before our eyes. The million dollar question during both interviews was, “What else could we be doing right now?” The answer: Flatten the hospitalization curve. Now. [Tweet]. @DataDrivenMD. https://twitter.com/DataDrivenMD/status/1480607009867132928

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Dr Ed. (2022, January 8). You get the public health outcomes that your system is willing to support https://t.co/amcWBlraK2 [Tweet]. @notdred. https://twitter.com/notdred/status/1479791237108539393

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Rimon, R. (2022, January 21). Two-thirds of passengers on first flight to Covid-free Kiribati diagnosed with virus. The Guardian. https://www.theguardian.com/world/2022/jan/21/two-thirds-of-passengers-on-first-flight-to-covid-free-kiribati-diagnosed-with-virus

Covid-19: Cutting self-isolation to five days would be helpful, Nadhim Zahawi says. (2022, January 9). BBC News. https://www.bbc.com/news/uk-59925702

Felicity Nelson. (2022, January 5). Some useful tips from me https://t.co/2c7wiM6oF0 [Tweet]. @frogsandstars. https://twitter.com/frogsandstars/status/1478597475766128640

Nash, D. (n.d.). The CDC Got Lost Trying to Follow the Science. Retrieved January 14, 2022, from https://www.barrons.com/articles/cdc-guidance-covid-isolation-pandemic-51641847943

Carl T. Bergstrom. (2022, January 14). Simple as pie. Https://t.co/tWuTE9Wt3C [Tweet]. @CT_Bergstrom. https://twitter.com/CT_Bergstrom/status/1481897807518654464

Sample, I., & editor, I. S. S. (2022, January 13). Covid isolation to be cut to five full days in England, says Sajid Javid. The Guardian. https://www.theguardian.com/world/2022/jan/13/covid-isolation-to-be-cut-to-five-full-days-in-england-says-sajid-javid

Stephen Reicher. (2022, January 13). Following evidence is that peak infectivity with Omicron comes 3-6 days after symptoms emerge (https://niid.go.jp/niid/en/2019-ncov-e/10884-covid19-66-en.html), the isolation period is cut to 5 days. How is this “following the science” https://t.co/XRf0pbgiHG [Tweet]. @ReicherStephen. https://twitter.com/ReicherStephen/status/1481652386993041415

Cutler, S. (2022, January 13). Cutting the Covid isolation period to five days is foolhardy and dangerous. The Guardian. https://www.theguardian.com/commentisfree/2022/jan/13/cutting-covid-isolation-period-five-days-foolhardy-dangerous

Prof. Christina Pagel. (2022, January 10). I agree with pretty much all of this @FT article https://ft.com/content/e200156f-2e5a-4165-8aa2-28c24fe3c036 https://t.co/zhqPpqdyn7 [Tweet]. @chrischirp. https://twitter.com/chrischirp/status/1480568139947692041

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Carl T. Bergstrom. (2022, January 6). CDC clarified their protocol on yesterday: Https://cdc.gov/coronavirus/2019-ncov/your-health/quarantine-isolation.html If you’re asymptomatic, you can deisolate 5 days after the date of a positive test. Since we don’t test daily, this is going to be >5 days after infectiousness for almost everyone. So far so good. Https://t.co/eIXnvno14w [Tweet]. @CT_Bergstrom. https://twitter.com/CT_Bergstrom/status/1478934178670387202

Supermarkets short of supply as up to half of truck drivers absent due to COVID. (2022, January 6). ABC News. https://www.abc.net.au/news/2022-01-06/supermarket-shortage-supply-chain-truck-driver-covid/100741392

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Lock, S. (2021, December 31). Woman self-isolates in plane toilet for five hours after Covid-positive test mid-flight. The Guardian. https://www.theguardian.com/world/2021/dec/31/woman-self-isolates-in-plane-toilet-for-five-hours-after-covid-positive-test-mid-flight

Harry Spoelstra. (2021, November 26). Breaking: ECDC has designated B.1.1.529 today as a #VOC https://t.co/WyLnc9xUoJ [Tweet]. @HarrySpoelstra. https://twitter.com/HarrySpoelstra/status/1464261361370910721

Kim Willsher. (2021, December 16). Let’s try again...new “drastic” regulations for anyone planning to come to France from UK. There must be a “compelling” reason. This does not include tourism or business French nationals/residents can return but must have a negative Covid test within 24hrs before departure. 1/2 [Tweet]. @kimwillsher1. https://twitter.com/kimwillsher1/status/1471401803828764682

COVID news live: Record number of boosters given out for second day - as Whitty predicts Omicron wave will ‘peak quite fast’. (n.d.). Sky News. Retrieved 17 December 2021, from https://news.sky.com/story/covid-news-live-professor-chris-whitty-to-be-questioned-by-mps-on-omicron-as-a-million-could-be-isolating-with-covid-on-christmas-day-12469075

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Sample, I., & editor, I. S. S. (2021, November 1). One in four 35- to 54-year-olds in England not complying with Covid self-isolation. The Guardian. https://www.theguardian.com/world/2021/nov/01/one-in-four-35--to-54-year-olds-in-england-not-complying-with-covid-self-isolation

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