文章引用了Google关于模型优势的说法，声称在非线性任务上有显著提升。这种表述带有一定的营销色彩，需要更多独立测试证据来验证这些特定应用场景下的实际性能提升。

This suggests a new application of the technology, but it doesn't provide evidence that the technology is effective against scalper bots, which is a significant claim.

这个声明具有重要的实际意义，因为它证明了在国产硬件上进行大规模模型训练的可行性。这为在特定硬件环境下进行模型优化和部署提供了实际案例，可能会促进国产AI硬件生态系统的发展。同时，这也展示了该方法在实际应用中的可扩展性和实用性。

令人惊讶的是：医疗健康公司Oscar Health已经使用更新的Agents SDK成功自动化了临床记录工作流程，这是以前的方法无法可靠处理的。这表明AI代理技术已经发展到足以处理复杂、高风险的医疗数据任务，这可能彻底改变医疗行业的记录管理方式。

大多数人认为AI研究助手应该专注于提供快速、直接的答案，但作者强调复杂研究需要完整的'从想法到结构化报告'的完整过程。这与当前AI助手追求即时回答的主流认知相悖，暗示了质量比速度更重要，这是一个非共识的AI应用观点。

1. The Neuroscience (The Biological Reality) When you are deep in a "deployment" or high-focus task, your brain is utilising the Prefrontal Cortex (PFC) to hold complex, fragile data structures in your working memory (RAM). An interruption triggers the Amygdala, the "engine" of your threat-detection system. Because the PFC is already taxed, the brain misinterprets a partner’s "Bid for Connection" as a predatory strike against your cognitive resources.

This results in an immediate spike of Cortisol and Adrenaline, narrowing your visual and emotional field—a "biological hijack." To counter this, you must engage the Vagus Nerve. By pressing your feet flat and extending your exhale, you signal the parasympathetic nervous system to downregulate the alarm, shifting the energy from "Defence" back to "Social Engagement." You are effectively clearing the cache of your emotional processor to make room for a new, higher-priority input.

1. The Scripture (The Spiritual Logic) The text highlights a failure to recognise the Ruach (Spirit/Breath) in the room. In Hebrew thought, Ruach is not just "spirit" in an abstract sense, but the very "animating breath" that makes a human distinct from a machine. When you treat Sam like a "broken appliance," you are committing a logic error in the Kingdom: you are valuing the Asah (work/doing) over the Neshama (the living soul).

The "Physics of the Kingdom" dictates that Love (Agape) is the primary vector. In 1 Corinthians 13, Paul describes Love as not being "easily provoked" (paroxynetai—literally, "not sparked into a sharp edge"). When you snap, you have allowed your internal friction to create a spark that severs the "cord" of connection. By hitting the "Save State," you are aligning with the Sabbath Logic: the world (and the code) is sustained by God, allowing you the freedom to stop, turn, and witness the Image Dei standing in your doorway.

1. The FieldGuide Application: "The 180-Degree Pivot" To lock the vector and prevent the "Glitch in the Hallway," perform this Micro-Drill the next time your workflow is breached:

The Physical Save (5 Seconds): Physically press Ctrl + S (or Command + S). This tactile movement tells your brain: "The data is safe; the PFC can let go."

The Grounding (10 Seconds): Press both feet into the floor. Feel the weight. Exhale slowly through pursed lips as if blowing out a candle.

The Pivot (5 Seconds): Physically rotate your chair or your torso 180 degrees away from the screen.

The Identification: Look at the person and internally label them: "Image of God. Priority One."

The Opening: Say: "I've saved my place. I'm listening."

1. The Neuroscience (The Steering Mechanism): The "Rudder" represents the Prefrontal-Language Loop. Your Broca’s Area (responsible for speech production) is situated right next to the motor cortex. When you are in a high-cortisol environment, your speech often becomes high-pitched, rapid, and reactive—this is the "engine" revving.

However, by consciously choosing a "low, heavy, and calm" voice, you engage the Ventral Vagal Complex. This is part of the "Social Engagement System." When you adjust your Rudder (speech), you aren't just changing your own biology; you are "steering" the room through Co-regulation. A calm voice signals to the brains of those around you (like Pete and Jo) that the threat level has dropped, allowing their own Prefrontal Cortices to come back online.

1. The Scripture (The Governance of the Small): This mirrors the physics described in James 3:4: "Or take ships as an example. Although they are so large and are driven by strong winds, they are steered by a very small rudder wherever the pilot wants to go." In the original Greek, the word for "steered" is metagō, meaning to change the direction of the whole. Your "attitude of speech" is the metagō of your life. While you cannot control the "strong winds" (the merger deadline or the panic), you have "mechanical" control over the Rudder. In the Kingdom, governance begins with the tongue. To "hold the Rudder" is an act of Kybernesis (the gift of administration/steering), ensuring the vessel doesn't drift into the rocks of entropy.

2. The FieldGuide Application (The "Low and Slow" Drill): Next time the pressure rises and you feel the urge to "Push" (scream/hurry):

The Drill: Lower your vocal pitch by half an octave and slow your tempo.

The Command: Speak your next sentence as if you are weighing every word.

The Vector: Notice how the "magnitude" of the panic in the room begins to align with the "direction" of your calm.

. The Neuroscience (The Stress Vector): Cortisol is the body's primary stress hormone, produced by the adrenal glands. In the context of "The War Room," a spike in cortisol shifts your brain's metabolism. It prioritises the Amygdala (the alarm system) while temporarily "offlining" the Prefrontal Cortex (the centre for calm logic).

This creates what the post calls a "Propulsion Error." High cortisol makes you feel like you must do something—anything—to resolve the tension. This is why you feel the "magnetic pull" to scream or hide. Physically, chronic cortisol elevation causes "internal drag" by degrading neural connections, leading to the "Crash" by exhaustion that Pete is heading toward.

1. The Scripture (The Peace Protocol): The "magnetic pull" of cortisol is what the New Testament describes as the "anxiety of this age." In Philippians 4:6-7, the protocol for a cortisol spike is "prayer and petition, with thanksgiving."

The Greek word for "guard" (phroureo) used in that passage is a military term. When you "Hoist the Sail" (The Pray step in the protocol), the Peace of God acts as a biological and spiritual sentry, standing guard over your nous (mind) and kardia (heart), preventing the cortisol-driven panic from seizing control of your Rudder.

1. The FieldGuide Application (The Cortisol Flush): When you feel that "magnetic pull" to react this week, your biology is lying to you.

The Drill: Stand up and move your large muscle groups for 30 seconds (a quick walk or stretch).

The Reason: Physical movement helps metabolise the "static" of excess cortisol.

The Vector: Once the spike levels off, execute the Vector Lock: Pause, Cause, Choose.

1. The Neuroscience (Venting the Pressure): This four-second exhale is more than a "calming thought"; it is a hack of the Autonomic Nervous System. By extending the exhale, you stimulate the Vagus Nerve, which acts as the biological "brake" on your sympathetic nervous system (the "engine" Pete is revving). This tells the brain that the "Propulsion Error" is over, shifting blood flow away from the reactive Amygdala and back to the Prefrontal Cortex, allowing you to "tack" effectively.

2. The Scripture (The Ruach Factor): The post identifies the Wind as Ruach. In Hebrew, Ruach is a triple-entendre meaning "Spirit," "Wind," and "Breath." When you "exhale for four seconds," you are physically aligning your biology with the spiritual reality that the power is not yours to generate. You are ceasing from "fleshly labour" (The Engine) and preparing to receive the Ruach (The Wind) that moves the mission forward.

3. The FieldGuide Application (The 10-Degree Shift): Right now, drop your shoulders. If they were up near your ears, that is "Engine Tension." Exhale for four seconds. As you do, silently say the word: "Ruach." You are no longer the engine; you are the sailboat.

Application

for - application - cSTP

Classroom Application

Classroom Application

Classroom Application

for - MAP - Memetic Application Platform - Steve Melville - network of networks - a world that works for all

summary - MAP and Indyweb share people-centered architecture

I know that cellulose is vital to plant cells and that it can't be digested by humans but by certain animals (ruminants) and horses that are hindgut fermenters.

With this, I find it super interesting learning about the structure of cellulose itself! Putting the real world application together with how this molecule is extremely strong because of the glucose monomers flipped over with beta 1-4 linkages tells me why certain animals, like cows, need microbes to be able to digest these strong structures!

Understanding the function and importance of the phospholipid bilayer helps me to understand why it's arranged like that.

Since it's the basic structure of most cell membranes and responsible for how the plasma membrane acts, by having the hydrophobic tails face to face and the hydrophilic heads point out, the cell and plasma membrane is able to interact with water.

This means the plasma membrane acts as a barrier, and a stable one since the tails are aligned!

for - application - Deep Humanity BEing Journey - onto shift - ontological shift - Post Capitalist Philanthropy Webinar 1 - Alnoor Ladha - Lynn Murphy - 2023

for - Indyweb dev - Presencing Institute - U-lab - natural application - weaving together these subnets with mindplexes via open source SRG complexity mapping tools in the Indyweb

for - trauma treatment - National Institute for the Clinical Application of Behavioral Medicine - NICABM

Don't rush languages, it really infuriates people if you do that.

real-world-application #question How can gene therapies be used to combat these imperfections in mutated genomes? What are some other ways of curing cancer involving the genome?

for - ESP application - animal feedback

for - research - ESP application

https://peculiargenres.commons.msu.edu/schedule/

https://trunks.social/login

• for: Indyweb application - people-centered, interpersonal

• comment

  • Indyweb indyvidual mindplex's interwoven interpersonally via trust networks

• for: recommendation - SONEC - fractal city strategy

• recommendation: SONEC fractal city strategy

  • For everyone in Living Cities Earth group, we can each start SONECs in every ward of our respective city.
  • For my city of Cape Town, there are 150+ wards
  • There are neighboring rich, middle class and disenfranchised communities
  • One of the major projects will be to develop working relationships between the disenfranchised and neighboring middle class or wealthy communities
  • Indyweb / Indranet people-centered, interpersonal open learning system can be employed

• for: social tipping point, STP, social tipping point - misapplication, social tipping points - 4 application errors

• title: Social tipping points everywhere?—Patterns and risks of overuse

• author: Manjana Miikoreit

• date: Nov 17, 2022

• abstract

  • The last few years have witnessed an explosion of interest in the concept of social tipping points (STPs),
    • understood as nonlinear processes of transformative change in social systems.
  • A growing body of interdisciplinary scholarship has been focusing in particular on social tipping related to climate change.
  • In contrast with tipping point studies in the natural sciences–for example
    • climate tipping points and
    • ecological regime shifts–
  • STPs are often conceptualized as desirable, offering potential solutions to pressing problems.
  • Drawing on
    • a well-established definition for tipping points, and
    • a qualitative review of articles that explicitly treat social tipping points as potential solutions to climate change,
  • this article identifies four deleterious patterns in the application of the STP concept in this recent wave of research on nonlinear social change:
    • (i) premature labeling,
    • (ii) not defining system boundaries and scales of analysis,
    • (iii) not providing evidence for all characteristics of tipping processes, and
    • (iv) not making use of existing social theories of change.
  • Jointly, these patterns create a trend of overusing the concept.
  • Recognizing and avoiding these patterns of “seeing the world through tipping point glasses” is important for
    • the quality of scientific knowledge generated in this young field of inquiry and for
    • future science-policy interactions related to climate change.
  • Future research should seek to
    • identify empirical evidence for STPs while remaining open to the possibility that
      • many social change processes are not instances of tipping, or that
      • certain systems might not be prone to nonlinear change.

• for: SIMPOL application

• for: epoche - application - harmonizing radical alterity of the sacred.

• comment

  • this would be an invaluable tool for Deep Humanity analysis

• for: epoche, epoche - interfaith applications, Deep Humanity, DH, polycrisis, political polarization, religious polarization

• comment

  • I performed Google search for "Epoche and application to interfaith religion"
  • The reason is that I am exploring a hunch of the salience of applying epoche for deep interfaith understanding
  • political polarization constitutes an existential threat and is one important crisis in our current polycrisis
  • Unless we find ways to effectively and rapidly reduce polarization, the other crisis's such as climate crisis, biodiversity crisis and inequality crisis will likely not be resolved
  • religious polarization form ingroups / outgroups and is a major contributing factor to political polarization and violent conflict
  • hence it becomes important to understand how interfaith understanding can be enhanced
  • epoche appears to be one possible way to accelerate interfaith understanding

• for: epoche, epoche - interfaith applications, bracketing, applied epoche, Deep Humanity, DH, polycrisis, political polarization, religious polarization, epoche - research application

• comment

  • I performed Google search for "Epoche and application to interfaith religion"
  • The reason is that I am exploring a hunch of the salience of applying epoche for deep interfaith understanding
  • political polarization constitutes an existential threat and is one important crisis in our current polycrisis
  • Unless we find ways to effectively and rapidly reduce polarization, the other crisis's such as climate crisis, biodiversity crisis and inequality crisis will likely not be resolved
  • religious polarization form ingroups / outgroups and is a major contributing factor to political polarization and violent conflict
  • hence it becomes important to understand how interfaith understanding can be enhanced
  • epoche appears to be one possible way to accelerate interfaith understanding

• for: epoche, epoche - interfaith applications, Deep Humanity, DH, polycrisis, poltical polarization, religious polarization, hermenneutic, hermeneutical phenomenological method

• summary

  • a very insightful paper

• comment

  • I performed Google search for "Epoche and application to interfaith religion"
  • The reason is that I am exploring a hunch of the salience of applying epoche for deep interfaith understanding
  • political polarization constitutes an existential threat and is one important crisis in our current polycrisis
  • Unless we find ways to effectively and rapidly reduce polarization, the other crisis's such as climate crisis, biodiversity crisis and inequality crisis will likely not be resolved
  • religious polarization form ingroups / outgroups and is a major contributing factor to political polarization and violent conflict
  • hence it becomes important to understand how interfaith understanding can be enhanced
  • epoche appears to be one possible way to accelerate interfaith understanding

• for: Indyweb - potential application, TNFD - biodiversity data

The space of polynomials is not a complete space.

I thought this was the most interesting fact because it is crazy that as humans we can get to a point in our lives where we literally decide what time is the best to die. It makes sense but also leaves me with so many questions. How is this possible? Can everyone do this? Do you have to be at the point of hospice for the to be possible? I just feel this is crazy that we can control when our time is whether or not we have a will to live. I added a link that goes deeper and adds examples of this subject from the Washington Post.

https://www.washingtonpost.com/health/2022/09/30/timing-of-death-can-we-choose/

The way this is put is to let you know that these are already successful in the world. Encouraging.

worked for me

This might be achievable through Holochain application framework. One promising project built on Holochain is Neighbourhoods. Their "Social-Sensemaker Architecture" across "neighbourhoods" is intriguing

Pouria Hadjibagheri [@Pouriaaa]. (2021, July 14). The state of the UK’s statistical system 2020/21 by @StatsRegulation Thank you! 🎊😀🎉 See the report: Https://osr.statisticsauthority.gov.uk/publication/the-state-of-the-uks-statistical-system-2020-21/pages/8/ https://t.co/dEBmVz3oTm [Tweet]. Twitter. https://twitter.com/Pouriaaa/status/1415371346775838725

Application, System, Tool or Software, what is what? Application, System, Software and Tool, are different words that we often use to describe computerprograms that perform a task. These words have specific meanings in different contexts. IT.

I chose this line and it peaked my interest because I bet there is a way to solve most cases of social death. First of all, spreading awareness to the subject will hopefully cause people to think more about their actions, such as withdrawing less from a dying family member.

https://phys.org/news/2016-06-social-death.html

How quickly does men's bone mass deteriorate? https://www.nia.nih.gov/health/osteoporosis

Standard algorithms as a reliable engine in SaaS https://en.itpedia.nl/2021/12/06/standaard-algoritmen-als-betrouwbaar-motorblok-in-saas/ The term "Algorithm" has gotten a bad rap in recent years. This is because large tech companies such as Facebook and Google are often accused of threatening our privacy. However, algorithms are an integral part of every application. As is known, SaaS is standard software, which makes use of algorithms just like other software.

• But what are algorithms anyway?
• How can we use standard algorithms?
• How do standard algorithms end up in our software?
• When is software not an algorithm?

Economic Action Plan 2015 Act, No. 1, SC 2015, c 36, https://canlii.ca/t/52m2b, s. 171(1) repealed IRPA s. 14(3), which had said: "(3) For the purposes of subsection 11(1.01), the regulations may include provisions respecting the circumstances in which an application may be made by other means and respecting those other means."

Economic Action Plan 2015 Act, No. 1, SC 2015, c 36, https://canlii.ca/t/52m2b, s. 171(2) repealed IRPA s. 14(4), which had said:

(4) The regulations may provide for any matter relating to the application of section 11.1, including (a) the circumstances in which a foreign national is exempt from the requirement to follow the procedures prescribed under that section; (b) the circumstances in which a foreign national is not required to provide certain biometric information; and (c) the processing of the collected biometric information, including creating biometric templates or converting the information into digital biometric formats.

Economic Action Plan 2015 Act, No. 1, SC 2015, c 36, https://canlii.ca/t/52m2b, s. 171(3) repealed IRPA s. 14(5), which had said:

(5) The regulations may require foreign nationals who make an application for a visa or other document under subsection 11(1) and foreign nationals who were issued an invitation under Division 0.1 to apply for permanent residence to make those applications by means of an electronic system and may include provisions respecting that system, respecting the circumstances in which those applications may be made by other means and respecting those other means.

The salary for each profession varies from similar factors. What determines the salary of software developers? After reading this article, I concluded that the greatest role is played by the country in which the developer works. For example, there are countries where developer salaries are much lower, although skills are not inferior. Skills, background and many other points also affect. Enjoy reading!

Eligibility - application - fraud in the system

Niemeyer, H., Aert, R. C. M. van, Schmid, S., Uelsmann, D., Knaevelsrud, C., & Schulte-Herbrueggen, O. (2020). Publication Bias in Meta-Analyses of Posttraumatic Stress Disorder Interventions. Meta-Psychology, 4. https://doi.org/10.15626/MP.2018.884

Varsavsky, Thomas, Mark S. Graham, Liane S. Canas, Sajaysurya Ganesh, Joan Capdevila Pujol, Carole H. Sudre, Benjamin Murray, et al. ‘Detecting COVID-19 Infection Hotspots in England Using Large-Scale Self-Reported Data from a Mobile Application: A Prospective, Observational Study’. The Lancet Public Health 6, no. 1 (1 January 2021): e21–29. https://doi.org/10.1016/S2468-2667(20)30269-3.

Mendels, D.-A., Dortet, L., Emeraud, C., Oueslati, S., Girlich, D., Ronat, J.-B., Bernabeu, S., Bahi, S., Atkinson, G. J. H., & Naas, T. (2021). Using artificial intelligence to improve COVID-19 rapid diagnostic test result interpretation. Proceedings of the National Academy of Sciences, 118(12). https://doi.org/10.1073/pnas.2019893118

Atkisson, C., & Finn, K. (2020). Redundant relationships in multiplex food sharing networks increase food security in a nutritionally precarious environment. ArXiv:2011.12817 [Physics]. http://arxiv.org/abs/2011.12817

theme utile; notons les applications : Notion, Bublup, Raindrop, Xodo, Enregistré dans evernote

Allen. W. E. (2020) Population-scale longitudinal mapping of COVID-19 symptoms, behaviour and testing. Nature human behaviour. Retrieved from: https://www.nature.com/articles/s41562-020-00944-2?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+nathumbehav%2Frss%2Fcurrent+%28Nature+Human+Behaviour%29