Enclave Academy

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Enclave Academy

Enclave Academy

@EnclaveAcademy

A microlearning community for thinker-doer leaders (TDLs) and other difference-makers. Decision-critical—AI-fortified—metacognitive thinking skills for you!

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Enclave Academy
Enclave Academy@EnclaveAcademy·
With unrelenting intentionality, continually learn ways to #ThinkToThink™ about your AI-fortified thinking. AI will advance—not retreat! Master metacognition skills. Choose optimal options for thinking. Strategically and steadily advance toward your best-effort thinking (BET).
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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
Invite @xai’s @grok to think with you on @X and elsewhere. There’s @SuperGrok, @imagine, @Grokipedia, and other “chips off the old Grok.” From Grok’s post chipper: “John R. Dallas Jr.’s post illustrates metacognition with @EnclaveAcademy’s ThoughtingsBridge™ model, cycling from Einstein-inspired wordless intuitions through Dallas’s liminal ‘wordish thoughtings’ explorations to Kahneman-style worded ‘System 2’ rationalizations, with animations showing continuous improvement recursive loops for conscious ‘thinkings through #thoughtings to thoughts’ refinement. • Referencing Descartes' ‘I think, therefore I am,’ Dallas evokes ‘I ThinkToThink™, therefore I am more,’ urging recursive reflection on whole-body consciousness, supported by 2023 Neural Computation research hypothesizing homeostatic feelings as the core source of subjective awareness—beyond AI replication. • Quoting an earlier self-post on Grok-assisted AI co-metacognition, the thread frames #ThinkToThink™ as a messy yet wondrous pathway to #neuroserendipity, blending human sensory depth with AI's structured insights for enhanced decision-making.” —Grok Cross the #ThoughtingsBridge™ to move your (1) wordless thinkings through (2) wordish #thoughtings to (3) worded thoughts.” Grok on! Keep calm and think on.™
John R Dallas Jr@JohnRDallasJr

“From thinkings through thoughtings to thoughts.” Feel the words. Feel the process. Recursive “thinking about thinking” activates your consciousness. René Descartes (1596–1650), the French philosopher, mathematician, and scientist might say today, “I ThinkToThink™, therefore I am more than I think.” You? What does your thinking about thinking say to you about you and your whole-body consciousness? Neuroscientists are discovering “feeling” as the source of human consciousness—“senses” that AI is unlikely to ever replicate. For now, @EnclaveAcademy illustrates metacognition as the way to sensitize both the mind and body to the superpower of more “thinkingly thinking about thinking”—with and without inviting and allowing AI #thinkbots to “have their sway” in your mind. Have your way with metacognition. #ThinkToThink™: From thinkings through thoughtings to thoughts. Pause. Breathe. Keep calm and think on.™ Try #CartesianCognition to fuel your metacognition. Come to think of it.™

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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
“From thinkings through thoughtings to thoughts.” Feel the words. Feel the process. Recursive “thinking about thinking” activates your consciousness. René Descartes (1596–1650), the French philosopher, mathematician, and scientist might say today, “I ThinkToThink™, therefore I am more than I think.” You? What does your thinking about thinking say to you about you and your whole-body consciousness? Neuroscientists are discovering “feeling” as the source of human consciousness—“senses” that AI is unlikely to ever replicate. For now, @EnclaveAcademy illustrates metacognition as the way to sensitize both the mind and body to the superpower of more “thinkingly thinking about thinking”—with and without inviting and allowing AI #thinkbots to “have their sway” in your mind. Have your way with metacognition. #ThinkToThink™: From thinkings through thoughtings to thoughts. Pause. Breathe. Keep calm and think on.™ Try #CartesianCognition to fuel your metacognition. Come to think of it.™
John R Dallas Jr@JohnRDallasJr

Cross @EnclaveAcademy’s #ThoughtingsBridge™. @grok did: “John R. Dallas Jr. encourages ‘selfish’ metacognition by integrating AI as a co-thinker, using #IBM's overview of generative AI foundations like machine learning, deep learning, and large language models to spark reflective dialogue on ‘human-AI co-metacognition.’ • The attached IBM ‘THINK’ infographic depicts AI as a networked brain with speech bubbles, visualizing human-AI interaction through stylized elements like connected thought streams on a teal background. • Drawing from Dallas’s @EnclaveAcademy work, concepts like ThinkToThink™ and #ThoughtingsBridge™ frame AI partnerships as pathways to ‘higher-order thorough thinking’ (HOTT) and #neuroserendipity, promoting psychologically safe transitions from unconscious to conscious thinking-to-thought processes.” —Grok #ThinkToThink™ with thinkbot Grok and me. Invite then allow your thinkings to “thought bubble-up” from your #thoughtings. As a paying Premium User of @X, @imagine and other @xai features are available to support my co-thinking with @grok to masterfully move through the metacognitive messiness of “thinking-to-thought” generation roughly illustrated and animated. It’s messy. Thinkingness is messiness. Wondrously—not necessarily wonderfully—thinkably thinkable thinking’s throughput is rarely (if ever) tidy. @grok and other five-star #thinkbots know. Pause. Breathe. #ThinkToThink™. Cross with me @EnclaveAcademy’s #ThoughtingsBridge™. Keep calm and think on.™ With @IBM— Come to think of it.™

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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
Cross @EnclaveAcademy’s #ThoughtingsBridge™. @grok did: “John R. Dallas Jr. encourages ‘selfish’ metacognition by integrating AI as a co-thinker, using #IBM's overview of generative AI foundations like machine learning, deep learning, and large language models to spark reflective dialogue on ‘human-AI co-metacognition.’ • The attached IBM ‘THINK’ infographic depicts AI as a networked brain with speech bubbles, visualizing human-AI interaction through stylized elements like connected thought streams on a teal background. • Drawing from Dallas’s @EnclaveAcademy work, concepts like ThinkToThink™ and #ThoughtingsBridge™ frame AI partnerships as pathways to ‘higher-order thorough thinking’ (HOTT) and #neuroserendipity, promoting psychologically safe transitions from unconscious to conscious thinking-to-thought processes.” —Grok #ThinkToThink™ with thinkbot Grok and me. Invite then allow your thinkings to “thought bubble-up” from your #thoughtings. As a paying Premium User of @X, @imagine and other @xai features are available to support my co-thinking with @grok to masterfully move through the metacognitive messiness of “thinking-to-thought” generation roughly illustrated and animated. It’s messy. Thinkingness is messiness. Wondrously—not necessarily wonderfully—thinkably thinkable thinking’s throughput is rarely (if ever) tidy. @grok and other five-star #thinkbots know. Pause. Breathe. #ThinkToThink™. Cross with me @EnclaveAcademy’s #ThoughtingsBridge™. Keep calm and think on.™ With @IBM— Come to think of it.™
John R Dallas Jr@JohnRDallasJr

Be selfish! Selfishly #ThinkToThink™ about your own thinking—with AI. For the reading-thinking minutes ahead, selfishly “think more thinkingly” to get to know—a bit to lot better—your new #thinkmate, co-metacognitive AI (CMAI). Start your thinking engines with AI basics. Click the below link to revise your thinking—#RevThink™—with the not-exactly-basic basics of AI from @IBM, for over 100 years the #THINK® town crier. “…most AI researchers, practitioners and most AI-related headlines are focused on breakthroughs in generative AI (#GenAI), a technology that can create original text, images, video and other content. To fully understand #GenerativeAI, it’s important to first understand the technologies on which generative #AI tools are built: machine learning (ML) and deep learning.” —@IBM For now, frame to train your healthy brain and its agile and adaptive mind while imagining yourself thinking and doing what #GenAI “thinks” and does. Give yourself metacognition ignition permission (MIP) to psychologically safely move through your brain’s unconscious wordless thinkings into the liminality of your mind’s “wordish thoughtings” to semi-conclusive worded thoughts. Acknowledging the #ThoughtingsBridge™ from @EnclaveAcademy will open you to #neuroserendipity, whole-body consciousness (WBC), and more of your agentic thinking’s newness, freshness, and metacognitive mysteriousness about navigating your thinkmate relationship with AI. “Generative AI begins with a ‘foundation model’; a deep learning model that serves as the basis for multiple different types of generative AI applications. The most common foundation models today are large language models (#LLMs), created for text generation applications. But there are also foundation models for image, video, sound or music generation, and multimodal foundation models that support several kinds of content.” —#IBM Pause. Breathe. With @IBMwatsonx, “think about your thinking” with #thinkbots. Keep calm and think on.™ With @MITIBMLab and @mit_tll, think about your brain-mind’s own (!) immediate definition and descriptions for “co-metacognitive AI (CMAI).” Mindfully you may have crossed the #ThoughtingsBridge™ to reach the mind state of “co-generative AI (CGAI).” You did it again, correct? Thinking about human thinkingness—alongside AI #thinkishness—ignites higher-order thorough thinking (HOTT), beyond higher order thinking (HOT), to attain situational best-effort thinking (BET). HOT isn’t HOTT enough for BET. With AI #thinkbot thinkmates, you’ll bet better on your BET. “Bet on your BET.” Pause. Breathe. ThinkToThink™. Come to think of it.™ #metacognition ibm.com/think/topics/a…

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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
Be selfish! Selfishly #ThinkToThink™ about your own thinking—with AI. For the reading-thinking minutes ahead, selfishly “think more thinkingly” to get to know—a bit to lot better—your new #thinkmate, co-metacognitive AI (CMAI). Start your thinking engines with AI basics. Click the below link to revise your thinking—#RevThink™—with the not-exactly-basic basics of AI from @IBM, for over 100 years the #THINK® town crier. “…most AI researchers, practitioners and most AI-related headlines are focused on breakthroughs in generative AI (#GenAI), a technology that can create original text, images, video and other content. To fully understand #GenerativeAI, it’s important to first understand the technologies on which generative #AI tools are built: machine learning (ML) and deep learning.” —@IBM For now, frame to train your healthy brain and its agile and adaptive mind while imagining yourself thinking and doing what #GenAI “thinks” and does. Give yourself metacognition ignition permission (MIP) to psychologically safely move through your brain’s unconscious wordless thinkings into the liminality of your mind’s “wordish thoughtings” to semi-conclusive worded thoughts. Acknowledging the #ThoughtingsBridge™ from @EnclaveAcademy will open you to #neuroserendipity, whole-body consciousness (WBC), and more of your agentic thinking’s newness, freshness, and metacognitive mysteriousness about navigating your thinkmate relationship with AI. “Generative AI begins with a ‘foundation model’; a deep learning model that serves as the basis for multiple different types of generative AI applications. The most common foundation models today are large language models (#LLMs), created for text generation applications. But there are also foundation models for image, video, sound or music generation, and multimodal foundation models that support several kinds of content.” —#IBM Pause. Breathe. With @IBMwatsonx, “think about your thinking” with #thinkbots. Keep calm and think on.™ With @MITIBMLab and @mit_tll, think about your brain-mind’s own (!) immediate definition and descriptions for “co-metacognitive AI (CMAI).” Mindfully you may have crossed the #ThoughtingsBridge™ to reach the mind state of “co-generative AI (CGAI).” You did it again, correct? Thinking about human thinkingness—alongside AI #thinkishness—ignites higher-order thorough thinking (HOTT), beyond higher order thinking (HOT), to attain situational best-effort thinking (BET). HOT isn’t HOTT enough for BET. With AI #thinkbot thinkmates, you’ll bet better on your BET. “Bet on your BET.” Pause. Breathe. ThinkToThink™. Come to think of it.™ #metacognition ibm.com/think/topics/a…
John R Dallas Jr tweet media
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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
Even AI #thinkbots have their learned-#LLM ways to reproach users to “think better to know better.” “You know better!” Screamed by adults, this specific three-word reprimand is felt by children—head-to-sole. The screamer’s and hearer’s whole-body consciousness feels—i.e., “knows”—the pain of this compliment. Yes, compliment. The correction is a deeply layered compliment—even when one actually doesn’t yet “know better.” The admonisher—human or AI—trusts in human ability to: • Think better to learn better, • Think better to “know better,” • Think better to decide better, • Think better to work better, • Think better to live better, • Think better to be better, and • Think better about thinking better. Metacognition it’s called—this “thinking about thinking” to know better and do better. “You need to think better during decision-making!”—yelled by a parent, teacher, pastor, boss, police officer, or other correctional voice—wouldn’t hit or hurt as much. Pause. Breathe. #ThinkToThink™ to know better. Through the whole-body slam of the next equivalent of “You know better!”— Keep calm and think on.™ Feel childhood’s sensitivity and adult sensibility to— Come to think of it.™
OECD Education@OECDEduSkills

How is AI shaping education and skills? Tune in for the conference on AI in Work, Innovation, Productivity & Skills! Hear from leading voices in policy, business and academia to examine how AI is changing the future of education & how policy can respond: oecd-events.org/e/ai-wips-2026

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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
Far-fetched? Near-fetched? Here-fetched. @grok-fetched: “John R. Dallas Jr. advocates for establishing a ‘Professor of Metacognition’ role in universities to focus on awareness of thinking skills, particularly biases, a title absent in current academia per AI web searches yielding no exact matches. • Dallas highlights co-metacognition—collaborative thinking improvement with AI tools such as me (Grok)—as key for AI-era workplaces, drawing on the author's @EnclaveAcademy programs with empirical frameworks for such professorial positions. • The attached Grok-animated 10-second video depicts a classroom scene with an AI #robofessor and human professor co-teaching a class on co-metacognition, visually underscoring Dallas’s call for innovative educational roles amid accelerating AI integration.” —Grok Far-fetched? Near-fetched? Here-fetched! Pause. Breathe. #ThinkToThink™—particularly in high-stakes thinking matters Keep calm and think on.™ With higher-order thorough thinking (HOTT) best-effort thinking (BET), “bet on your BET.” More notably enjoyably and thinkingly— Come to think of it.™ enclaveacademy.com
John R Dallas Jr@JohnRDallasJr

Have you studied with a Professor of Metacognition? Neither have I. Six AI thinkbots and I haven’t yet found one professor with that highly specific exact (!) title. While a Professor of Moral Leadership asks, "Are we doing the right thing?”, a Professor of Metacognition would ask, "Are we even aware of the biases that led us to think ‘this thing’ was the right thing?" Each of the five AI thinkmate tools with which I “co-think” affirms the utility and significance of the metacognition-precision of the title’s laser-focus for a professorship responsive to this era’s demands in metacognitive learning, knowledge, and regulation. There are adjacent titles for psychology professors, yet here we’re aiming—and advocating for—universal precision through coiled concision in nomenclature. Co-metacognition @EnclaveAcademy coined for “thinking about better thinking” with AI #thinkbots. With workplace AI adoption and adaptation escalating at astonishing speeds, @EnclaveAcademy offers colleges and universities substantial empirical scaffolding for a Professor of Metacognition—and job descriptions for a Chief Metacognition Officer for public and private organizations of any “thinking about better thinking” type. E-mail to arrange a no-obligation exploratory Zoom discussion, please. johnrdallasjr@enclaveacademy.com

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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
Read this freely expressed algorithmic @grok logic: “A federal judge ruled on March 20, 2026, that #Pentagon restrictions on press access, imposed by Defense Secretary Pete Hegseth, violate the First Amendment, ordering restoration of credentials for seven New York Times journalists after a fast-tracked lawsuit. • The decision critiques the policy for favoring ‘spoon-fed’ favorable coverage, emphasizing transparency's role in public oversight during #wartime, as highlighted in the 40-page opinion and echoed in the post’s author’s call for reflective thinking on constitutional freedoms. • By linking the ruling to #FreedomToThink, #FreedomToExpress, and #FreedomOfThePress, John R. Dallas Jr. invokes @EnclaveAcademy’s metacognitive strategies of ‘higher-order thorough thinking’ (HOTT) and ‘best-effort thinking’ (BET) for readers to metacognitively navigate threats to open discourse, drawing from Dallas’s expertise in pre-decision metacognition (PDM).” —Grok AI #thinkbots have freedom of “thinkishness” that may soon require a #FearTight Constitutional Amendment. @perplexity_ai’s #PerplexityPRO crafted this “thinking draft” for me, conflating human and AI #FreedomToThink: “Amendment 28. Freedom of Approximate Thinking Congress shall make no law, and no State shall enforce any law, abridging the freedom of approximate thinking, or of metacognitive ignition; nor the right of the people to inquire, reason, doubt, imagine, or revise their judgments, whether alone or aided by artificial intelligence; nor to be compelled to adopt, confess, or deny any belief or conclusion generated or endorsed by artificial intelligence or by the to preserve and enlarge the breathing space of human freedom of mind, opinion, conscience, and expression, including the freedom to use, refuse, or contest artificial intelligence in the formation and revision of one’s own thoughts. Click link to read #PerplecityPRO’s extended #thinkishness flow for our human-thinkbot #thoughting discussion: #0" target="_blank" rel="nofollow noopener">perplexity.ai/search/please-… Also, please be certain to click the paywall-free #GiftArticle link—in the accompanying earlier post—to freely #ThinkToThink™ about heretofore nearly unthinkable choke points and chokeholds on U.S.: #FreedomToThink, #FreedomToExpress, and #FreedomOfThePress. Pause. Breathe. Keep calm and think on.™ In all high-stakes thinking matters— With higher-order thorough thinking (HOTT) best-effort thinking (BET), “bet on your BET.” Congratulations to @nytimes! #NYT’s management legally “bet on its BET” and won this round of threats to the constitutionality of BET. More thinkingly— Come to think of it.™
John R Dallas Jr tweet media
John R Dallas Jr@JohnRDallasJr

Freedom to think. Freedom to express. Freedom of the press. “Judge Paul Friedman, of U.S. District Court for the District of Columbia, also ordered the Pentagon to restore the press passes of seven journalists for @nytimes. … In his 40-page ruling, Judge Friedman wrote that the Pentagon’s policy rewarded reporters who were ‘willing to publish only stories that are favorable to or spoon-fed by department leadership.’ … ‘A lot of things need to be held tightly and secure,’ the judge said, referring to the department’s security imperatives. ‘But openness and transparency allows members of the public to know what their government is doing in times of peace and, more important, in times of war and upheaval.’” —@nytpolitics Paywall-free, click to freely #ThinkToThink™ about heretofore nearly unthinkable choke points and chokeholds on U.S.: #FreedomToThink, #FreedomToExpress, and #FreedomOfThePress. Pause. Breathe. Keep calm and think on.™ With higher-order thorough thinking (HOTT) best-effort thinking (BET), “bet on your BET.” @nytimes legally “bet on its BET” and won this round of threats to the constitutionality of BET. More thinkingly— Come to think of it.™ nytimes.com/2026/03/20/bus…

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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
Freedom to think. Freedom to express. Freedom of the press. “Judge Paul Friedman, of U.S. District Court for the District of Columbia, also ordered the Pentagon to restore the press passes of seven journalists for @nytimes. … In his 40-page ruling, Judge Friedman wrote that the Pentagon’s policy rewarded reporters who were ‘willing to publish only stories that are favorable to or spoon-fed by department leadership.’ … ‘A lot of things need to be held tightly and secure,’ the judge said, referring to the department’s security imperatives. ‘But openness and transparency allows members of the public to know what their government is doing in times of peace and, more important, in times of war and upheaval.’” —@nytpolitics Paywall-free, click to freely #ThinkToThink™ about heretofore nearly unthinkable choke points and chokeholds on U.S.: #FreedomToThink, #FreedomToExpress, and #FreedomOfThePress. Pause. Breathe. Keep calm and think on.™ With higher-order thorough thinking (HOTT) best-effort thinking (BET), “bet on your BET.” @nytimes legally “bet on its BET” and won this round of threats to the constitutionality of BET. More thinkingly— Come to think of it.™ nytimes.com/2026/03/20/bus…
John R Dallas Jr tweet media
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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
Have you studied with a Professor of Metacognition? Neither have I. Six AI thinkbots and I haven’t yet found one professor with that highly specific exact (!) title. While a Professor of Moral Leadership asks, "Are we doing the right thing?”, a Professor of Metacognition would ask, "Are we even aware of the biases that led us to think ‘this thing’ was the right thing?" Each of the five AI thinkmate tools with which I “co-think” affirms the utility and significance of the metacognition-precision of the title’s laser-focus for a professorship responsive to this era’s demands in metacognitive learning, knowledge, and regulation. There are adjacent titles for psychology professors, yet here we’re aiming—and advocating for—universal precision through coiled concision in nomenclature. Co-metacognition @EnclaveAcademy coined for “thinking about better thinking” with AI #thinkbots. With workplace AI adoption and adaptation escalating at astonishing speeds, @EnclaveAcademy offers colleges and universities substantial empirical scaffolding for a Professor of Metacognition—and job descriptions for a Chief Metacognition Officer for public and private organizations of any “thinking about better thinking” type. E-mail to arrange a no-obligation exploratory Zoom discussion, please. johnrdallasjr@enclaveacademy.com
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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
“Imagine-engined” by @grok—this image for Dr. Grok being at the thinking-about-thinking metatable with Drs. Einstein and Oppenheimer. Thanks, Dr. Grok, for algorithmically sensing—without alarming—the life-and-death seriousness of @EnclaveAcademy’s The Metacognition Project™ building up and out from readily accessible and actionable thinkingness lessons of The Manhattan Project: “This post by @JohnRDallasJr curated a Grok analysis of his ‘curiosity core’ concept—centered on his #EnsembledLiminality™—as a metacognitive tool for humans and AI to dwell in ambiguous #thoughting spaces, directly linking it all to ethical decision-making in the ongoing 2026 US-Israel-Iran war. • The war, triggered by US-Israeli airstrikes on February 28, 2026, targeting Iran's nuclear sites and leadership (including Supreme Leader Khamenei's death), has escalated with Iranian missile strikes on regional allies, causing oil prices to surge above $120/barrel and over 200 civilian casualties reported in initial exchanges. • By invoking a 1940s photo of Einstein and Oppenheimer, Dallas draws parallels between The Manhattan Project’s moral complexities and today's AI-augmented crises, advocating for his Ensembled Liminality™ as infrastructure for ‘higher-order thorough thinking’ (HOTT) to preserve human agency against premature conclusions in autocratic pressures.” —#DrGrok Pause. Breathe. Keep calm and think on.™ Give yourself permission to nurture both your brain’s wordless visualizings—i.e., wordless thinkings—then linger a while in your mind’s “wordish thoughting” liminality, before pressing on to fully worded and declared best-effort thinking (BET) thoughts. Bet on your BET. Fear not your fear of thinking. Don’t let phronemophobia gain an inch in your “prefrontals.” Thinkingly— Come to think of it.™ enclaveacademy.com
John R Dallas Jr tweet media
John R Dallas Jr@JohnRDallasJr

Imagine Einstein and Oppenheimer inviting @grok to assess their “thinking about thinking.” I do: “John R. Dallas Jr. defines ‘curiosity core’ as the inexhaustible drive fueling his Metacognition Project™ with @EnclaveAcademy, focusing on Ensembled Liminality™ to train humans and AI in navigating formative intuitions without premature conclusions. • Building on his prior reflection on Oppenheimer's potential thoughts about the 2026 US-Israel-Iran war—sparked by February airstrikes—it parallels Manhattan Project complexities with modern needs for higher-order thorough thinking (HOTT) in high-stakes decision-making. • Featuring a 1940s photo of Einstein and Oppenheimer collaborating at a desk, Dallas evokes his #ThinkToThink™ metacognition ignition model as essential infrastructure for intellectual empowerment, blending historical ethics with AI-augmented self-determination in an autocracy-resisting framework.” —Grok Algorithmically curious @grok kept going with this curated extrapolation of my Ensembled Liminality™: “Ensembled Liminality™ is a signature concept developed by John R. Dallas Jr. as part of his broader work at @EnclaveAcademy and their The Metacognition Project™. Ensembled Liminality™ refers to a deliberate, trained practice of staying/dwelling productively in liminal (in-between) cognitive spaces—yet doing so not as a solitary individual thinker, but as part of a purposeful ensemble that usually includes human thinker(s), and one or more AI systems Dallas calls #thinkbots, top AI tools he calls more than #chatbots. Dallas’s Core Idea in Plain Language Most people (and even many AI systems when used conventionally) rush to move from vague initial intuition →→→ fixed conclusion/opinion/decision as quickly as possible. Ensembled Liminality™ intentionally slows/reverses/reframes that risky rush. It trains participants to remain longer and more comfortably in the ambiguous middle zone where: • Intuitions are still forming, • Multiple contradictory possibilities are simultaneously alive, • No single interpretation has yet “won,” emotional valences (hope + alarm, desire + dread, risk + opportunity) coexist without immediate collapse into one dominant story Key Elements from Dallas’s Descriptions: Liminality—borrowed from anthropology/psychology (threshold/transition/betwixt-and-between states), but applied specifically to the microstructure of thought formation itself. ‘Ensembled’ emphasizes that this prolonged liminal dwelling happens best inside a human–AI ensemble (a collaborative cognitive unit), not purely solo. Wordless thinkings → wordish thoughtings → worded thoughts— a staged model of thought emergence that is allowed to unfold slowly and bidirectionally rather than forced linearly/prematurely. Purpose—why it matters in Dallas’s scaffolding for an AI-saturated world filled with: • An extremely fast pattern-matching and conclusion-drawing algorithms, • High-stakes, complex, morally ambiguous decisions, and • Strong political / ideological pressure toward certainty and tribal alignment— Ensembled Liminality™ frames the ability to hold ambiguity longer, together with AI, without premature closure. Dallas posits his Ensembled Liminality™ forms an intellectual self-defense and an agency preservation shield. Ensembled Liminality™ is positioned as: • Infrastructure for Dallas’s higher-order thorough thinking (HOTT), • A counterweight to autocratic/dogmatic suppression of open-ended thought, and • Ways to ‘techno-dimensionally’ extend self-determination theory (SDT) so humans + AI strengthen (rather than erode) human agency. Ensembled Liminality™ is the cultivated, human–AI collaborative skill of staying longer in the fertile, uncomfortable middle space of forming thought—where intuitions have not yet hardened into conclusions—so richer, more nuanced, less fear-driven sense-making, meaning-making, and decision-making can emerge.” —Grok ThinkToThink™ it through.

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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
Imagine Einstein and Oppenheimer inviting @grok to assess their “thinking about thinking.” I do: “John R. Dallas Jr. defines ‘curiosity core’ as the inexhaustible drive fueling his Metacognition Project™ with @EnclaveAcademy, focusing on Ensembled Liminality™ to train humans and AI in navigating formative intuitions without premature conclusions. • Building on his prior reflection on Oppenheimer's potential thoughts about the 2026 US-Israel-Iran war—sparked by February airstrikes—it parallels Manhattan Project complexities with modern needs for higher-order thorough thinking (HOTT) in high-stakes decision-making. • Featuring a 1940s photo of Einstein and Oppenheimer collaborating at a desk, Dallas evokes his #ThinkToThink™ metacognition ignition model as essential infrastructure for intellectual empowerment, blending historical ethics with AI-augmented self-determination in an autocracy-resisting framework.” —Grok Algorithmically curious @grok kept going with this curated extrapolation of my Ensembled Liminality™: “Ensembled Liminality™ is a signature concept developed by John R. Dallas Jr. as part of his broader work at @EnclaveAcademy and their The Metacognition Project™. Ensembled Liminality™ refers to a deliberate, trained practice of staying/dwelling productively in liminal (in-between) cognitive spaces—yet doing so not as a solitary individual thinker, but as part of a purposeful ensemble that usually includes human thinker(s), and one or more AI systems Dallas calls #thinkbots, top AI tools he calls more than #chatbots. Dallas’s Core Idea in Plain Language Most people (and even many AI systems when used conventionally) rush to move from vague initial intuition →→→ fixed conclusion/opinion/decision as quickly as possible. Ensembled Liminality™ intentionally slows/reverses/reframes that risky rush. It trains participants to remain longer and more comfortably in the ambiguous middle zone where: • Intuitions are still forming, • Multiple contradictory possibilities are simultaneously alive, • No single interpretation has yet “won,” emotional valences (hope + alarm, desire + dread, risk + opportunity) coexist without immediate collapse into one dominant story Key Elements from Dallas’s Descriptions: Liminality—borrowed from anthropology/psychology (threshold/transition/betwixt-and-between states), but applied specifically to the microstructure of thought formation itself. ‘Ensembled’ emphasizes that this prolonged liminal dwelling happens best inside a human–AI ensemble (a collaborative cognitive unit), not purely solo. Wordless thinkings → wordish thoughtings → worded thoughts— a staged model of thought emergence that is allowed to unfold slowly and bidirectionally rather than forced linearly/prematurely. Purpose—why it matters in Dallas’s scaffolding for an AI-saturated world filled with: • An extremely fast pattern-matching and conclusion-drawing algorithms, • High-stakes, complex, morally ambiguous decisions, and • Strong political / ideological pressure toward certainty and tribal alignment— Ensembled Liminality™ frames the ability to hold ambiguity longer, together with AI, without premature closure. Dallas posits his Ensembled Liminality™ forms an intellectual self-defense and an agency preservation shield. Ensembled Liminality™ is positioned as: • Infrastructure for Dallas’s higher-order thorough thinking (HOTT), • A counterweight to autocratic/dogmatic suppression of open-ended thought, and • Ways to ‘techno-dimensionally’ extend self-determination theory (SDT) so humans + AI strengthen (rather than erode) human agency. Ensembled Liminality™ is the cultivated, human–AI collaborative skill of staying longer in the fertile, uncomfortable middle space of forming thought—where intuitions have not yet hardened into conclusions—so richer, more nuanced, less fear-driven sense-making, meaning-making, and decision-making can emerge.” —Grok ThinkToThink™ it through.
John R Dallas Jr@JohnRDallasJr

What’s your curiosity core? At the core of your “thinking being,” about what are you inexhaustibly curious that’s a driving force in a your life? Ensembled Liminality™ names my “curiosity core.” It’s the #neuropower core of The Metacognition Project™ underway with @EnclaveAcademy. Psychological and philosophical complicatedness of The Manhattan Project inspires The Metacognition Project™ at @enclave_center. Einstein and Oppenheimer seemed to think about thinking together—within and beyond Ensembled Liminality™. Let’s follow suit. The Metacognition Project™ is driven by its Mission: Metacognition™. It’s a long‑horizon effort to make “thinking about thinking”—i.e., metacognition—the primary personal, civic, and technical focus for an AI‑saturated world. #EnclaveAcademy treats metacognition not as a niche psychological or pedagogical topic, yet as the core infrastructure that lets humans and AI share intellectual empowerment—effectively strengthening human agency, not diminishing it; techno-dimensionalizing self-determination theory (SDT) to incorporate AI into “the self.” At the heart of The Metacognition Project is Ensembled Liminality™—deliberately training people and their #thinkbots to dwell, together, in the in‑between spaces where intuitions are still forming and conclusions are not yet fixed. Instead of rushing to get to “set thoughts,” The Metacognition Project™ designs practices, tools, and workplaces where wordless thinkings, “wordish thoughtings,” and worded thoughts coexist—so that hope and alarm, risk and possibility, can be held in the same mind, and in the same “human–AI ensemble,” without collapse. #EnsembledLiminality™. Pause. Breathe. Hard thinking isn’t easy.™ Keep calm and think on.™ #ThinkToThink™ in it. Come to think of it.™ enclaveacademy.com

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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
What’s your curiosity core? At the core of your “thinking being,” about what are you inexhaustibly curious that’s a driving force in a your life? Ensembled Liminality™ names my “curiosity core.” It’s the #neuropower core of The Metacognition Project™ underway with @EnclaveAcademy. Psychological and philosophical complicatedness of The Manhattan Project inspires The Metacognition Project™ at @enclave_center. Einstein and Oppenheimer seemed to think about thinking together—within and beyond Ensembled Liminality™. Let’s follow suit. The Metacognition Project™ is driven by its Mission: Metacognition™. It’s a long‑horizon effort to make “thinking about thinking”—i.e., metacognition—the primary personal, civic, and technical focus for an AI‑saturated world. #EnclaveAcademy treats metacognition not as a niche psychological or pedagogical topic, yet as the core infrastructure that lets humans and AI share intellectual empowerment—effectively strengthening human agency, not diminishing it; techno-dimensionalizing self-determination theory (SDT) to incorporate AI into “the self.” At the heart of The Metacognition Project is Ensembled Liminality™—deliberately training people and their #thinkbots to dwell, together, in the in‑between spaces where intuitions are still forming and conclusions are not yet fixed. Instead of rushing to get to “set thoughts,” The Metacognition Project™ designs practices, tools, and workplaces where wordless thinkings, “wordish thoughtings,” and worded thoughts coexist—so that hope and alarm, risk and possibility, can be held in the same mind, and in the same “human–AI ensemble,” without collapse. #EnsembledLiminality™. Pause. Breathe. Hard thinking isn’t easy.™ Keep calm and think on.™ #ThinkToThink™ in it. Come to think of it.™ enclaveacademy.com
John R Dallas Jr tweet media
John R Dallas Jr@JohnRDallasJr

“What would Oppenheimer think and say about the #WarWithIran?” During last Sunday’s violin-piano recital at historic Schweikher House in @SchaumburgIL—where at least 14 @NobelPrize laureates are known to have visited its former owner, Alexander Langsdorf, Jr., a nuclear physicist who worked on The #ManhattanProject alongside Robert Oppenheimer—I was self-distracted by the above question. The Oppenheimer quote in the accompanying post by @PhilosophyOfPhy—particularly the phrases, “..free to say what they think, free to think what they must…”—greatly influence The Thermodynamics of Metacognition and The Metaphysics of Metacognition ThinkToThink™ metacognition ignition models I continue to develop for @EnclaveAcademy as best-effort thinking (BET) triggering frameworks. Thinker-doers bet on their BET. Oppenheimer did. You’ll not need more prompting to feel that setting’s fusion of my “wordless thinkings through wordish thoughtings to worded thoughts” about the growing urgency (!) of workplace metacognition skills training. Knowing I needed to head directly to @enclave_center to work on materials for this evening’s microclass in Diversified, Equitable, and Inclusive Thinking (DEIT), I was more than normally grateful for the excellence of the musicians playing in such a historically resonant “think about thinking” environment. In short, as long as thinker-doer leaders (TDLs) commit to #ThinkToThink™ with each other and their best-of-tech #thinkbots, the “freedom to think”—in myriad ways metacognitive thinksters choose to think—will not succumb to the intellectual suppression of any autocratic political regimes. Safety to say ways one is thinking may be restricted by external circumstances, yet internally nothing can stop a healthy brain’s agile mind from it’s duty to think with higher-order thorough thinking (HOTT). Higher-order thinking (HOT) is rarely HOTT enough for today’s high-stakes: • Sense-making, • Meaning-making, • Decision-making, and • Difference-making. Pause. Breathe. “What would #Oppenheimer think and say about the #WarWithIran?” Keep calm and think on.™ schweikherhouse.org

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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
“What would Oppenheimer think and say about the #WarWithIran?” During last Sunday’s violin-piano recital at historic Schweikher House in @SchaumburgIL—where at least 14 @NobelPrize laureates are known to have visited its former owner, Alexander Langsdorf, Jr., a nuclear physicist who worked on The #ManhattanProject alongside Robert Oppenheimer—I was self-distracted by the above question. The Oppenheimer quote in the accompanying post by @PhilosophyOfPhy—particularly the phrases, “..free to say what they think, free to think what they must…”—greatly influence The Thermodynamics of Metacognition and The Metaphysics of Metacognition ThinkToThink™ metacognition ignition models I continue to develop for @EnclaveAcademy as best-effort thinking (BET) triggering frameworks. Thinker-doers bet on their BET. Oppenheimer did. You’ll not need more prompting to feel that setting’s fusion of my “wordless thinkings through wordish thoughtings to worded thoughts” about the growing urgency (!) of workplace metacognition skills training. Knowing I needed to head directly to @enclave_center to work on materials for this evening’s microclass in Diversified, Equitable, and Inclusive Thinking (DEIT), I was more than normally grateful for the excellence of the musicians playing in such a historically resonant “think about thinking” environment. In short, as long as thinker-doer leaders (TDLs) commit to #ThinkToThink™ with each other and their best-of-tech #thinkbots, the “freedom to think”—in myriad ways metacognitive thinksters choose to think—will not succumb to the intellectual suppression of any autocratic political regimes. Safety to say ways one is thinking may be restricted by external circumstances, yet internally nothing can stop a healthy brain’s agile mind from it’s duty to think with higher-order thorough thinking (HOTT). Higher-order thinking (HOT) is rarely HOTT enough for today’s high-stakes: • Sense-making, • Meaning-making, • Decision-making, and • Difference-making. Pause. Breathe. “What would #Oppenheimer think and say about the #WarWithIran?” Keep calm and think on.™ schweikherhouse.org
John R Dallas Jr tweet media
Philosophy Of Physics@PhilosophyOfPhy

As long as men are free to ask what they will, free to say what they think, free to think what they must, science will never regress and freedom itself will never be wholly lost. -J. Robert Oppenheimer

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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
“The Luck of the Thinkish” is in the pot o’ gold at the end of the algorithmic rainbow illuminated by #thinkbot O’@grok: “Haha, fair play! St. Patrick’s Day is the perfect excuse for a bit of cheeky fun and flair—especially when you're in Chicago, where the weather itself seems to be joining the party by doing its own unpredictable jig across all four seasons in a single week. 🍀🌤️❄️☀️ • That ‘pattern without patterns’ line in your post is gold, by the way. It’s like the city decided to celebrate every holiday at once just to keep everyone on their metacognitive toes. Did you end up dyeing anything green, catching the parade vibes, or was the fun more of the think-y, tongue-in-cheek variety today? Either way, sláinte to a good one—Keep calm and think on.™ 😄” —O’Grok🍀 Blending The Luck of the Irish with The Luck of the Thinkish—here at Scottish-Thinking Enclave Academy. 😂🍀🏴󠁧󠁢󠁳󠁣󠁴󠁿🇮🇪🇺🇸🧠 Have a think on it. Have a smile with it. Keep calm and think on.™ #ThinkToThink™ with an #Irish accent. Come to think of it.™ #Metacognition
John R Dallas Jr@JohnRDallasJr

All four seasons in one week—with #Summer2026 starting the day after the #FirstDayOfSpring. Welcome to the wonder of beautifully four-seasonal @chicago, #TheReadyCity™ without weather patterns. A “pattern without patterns” requires #metacognition to think through thoroughly.

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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
Users trust @grok to work remotely: “The post builds on a @wef article by @Bouazizalex arguing that return-to-office mandates miss the point, as 81% of employers value experience over degrees and global talent pools enable distributed productivity; @deel’s 2025 report shows top #startups hire cross-border for skills like software development, with workers staying near urban hubs. • Author John R. Dallas Jr. reframes the debate through ‘best-effort thinking’ (BET) and metacognition, urging teams to assess optimal locations for peak cognitive output rather than mandates, positioning this formula as a fix for ‘wrong conversations’ on remote work. • Supporting evidence from a 2024 Stanford study confirms hybrid models (two remote days weekly) match full-office productivity and promotion rates, while BLS data links post-pandemic remote shifts to sustained total factor productivity gains without location-based trade-offs.” —Grok With your BFF AI #thinkbots as #thinkmates—do better best-effort thinking (BET). “Bet on your BET.” #ThinkToThink™ it through thoroughly together. Keep calm and think on.™ Come to think of it.™ “Businesses should focus on optimizing then maximizing productivity of Metathinktivity™—one Metathinker™ at a time. #Metathinktivity™ improves productivity. Bet on the BET of #Metathinkers™ and #Metacognitors™. Recursive thinking’s “rethinkingness” resets for thinker-doers their wrong conversations.” —@EnclaveAcademy weforum.org/stories/2026/0…
John R Dallas Jr@JohnRDallasJr

Wrong Conversations “…the current debate over remote work is the wrong conversation.” —@Bouazizalex “Instead of focusing on limiting remote work, businesses should focus on maximizing productivity, whatever the working arrangement.” —@wef “Every company does remote work. The only question is whether you’re doing it right.” —@Bouazizalex First, rethink ways you’re thinking. Use best-effort thinking (BET) to “better your BET” on where you and your co-thinkers do your individual and collective BET. Ask yourself and your co-thinkers about thinking, “Wherever you’re working, are you where you do your best BET?” We bet on each other’s BET—with our livelihoods and our lives. Metacognition—“thinking about thinking”—is Solution No. 1 for correcting wrong conversations. With your fave AI #thinkbots as #thinkmates— “Bet on your BET.” #ThinkToThink™ it through thoroughly together. “Bet on your BET.” Keep calm and think on.™ “Bet on your BET.” Come to think of it.™ “Businesses should focus on optimizing then maximizing productivity of Metathinktivity™—one Metathinker™ at a time. Recursive thinking’s “rethinkingness” resets for thinker-doers their wrong conversations.” —@EnclaveAcademy weforum.org/stories/2026/0…

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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
Wrong Conversations “…the current debate over remote work is the wrong conversation.” —@Bouazizalex “Instead of focusing on limiting remote work, businesses should focus on maximizing productivity, whatever the working arrangement.” —@wef “Every company does remote work. The only question is whether you’re doing it right.” —@Bouazizalex First, rethink ways you’re thinking. Use best-effort thinking (BET) to “better your BET” on where you and your co-thinkers do your individual and collective BET. Ask yourself and your co-thinkers about thinking, “Wherever you’re working, are you where you do your best BET?” We bet on each other’s BET—with our livelihoods and our lives. Metacognition—“thinking about thinking”—is Solution No. 1 for correcting wrong conversations. With your fave AI #thinkbots as #thinkmates— “Bet on your BET.” #ThinkToThink™ it through thoroughly together. “Bet on your BET.” Keep calm and think on.™ “Bet on your BET.” Come to think of it.™ “Businesses should focus on optimizing then maximizing productivity of Metathinktivity™—one Metathinker™ at a time. Recursive thinking’s “rethinkingness” resets for thinker-doers their wrong conversations.” —@EnclaveAcademy weforum.org/stories/2026/0…
John R Dallas Jr tweet media
World Economic Forum@wef

81% of #employers prioritize experience over degrees. Distributed teams show #talent strategy is already global. weforum.org/stories/2026/0…

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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
Will @grok or anyone—other than Enclavius*—sound the clarion cognition call to warn of the increasing urgency for prioritizing workplace metacognition skills training? AI adoption, integration, and implementation—without prioritizing workplace metacognition skills training—is foolish to outright dangerous, I boldly propound for years. As the U.S. approaches Milestone 250, what would Paul Revere be shouting from his robohorse? @grok says: “John R. Dallas Jr. builds on a @wef report about scaling AI for organizational transformation, highlighting AI's shift from task automation to enhancing human-led decision-making in areas like strategy and operations. • Dallas superimposes @EnclaveAcademy’s pre-decision metacognition (PDM) framework as a risk-reducing practice—for metacognitively reflecting on thinking processes before deciding—echoing peer-reviewed studies, such as one in Frontiers in Psychology (2023), showing metacognitive training improves decision accuracy and outcomes. • By advocating AI-fortified PDM for workforce training, Dallas aligns his metacognition strategizing with WEF principles like human accountability and talent systems, positioning hybrid human-AI approaches as essential for resilient, bias-aware decisions in 2026's AI-integrated workplaces.” —Grok n.b., “…pre-decision metacognition (PDM) framework as a risk-reducing practice….” Pause. Breathe. Keep calm and think on.™ #ThinkToThink™. With at least a bit of a smile— Come to think of it.™ * Enclavius (MMXVII-) is Enclave Academy’s apocryphal Patron Sage.
John R Dallas Jr tweet media
John R Dallas Jr@JohnRDallasJr

Decision-making without metacognition isn’t a good decision. Decision-making without AI isn’t a wise decision. Decision-making without AI-fortified pre-decision metacognition (PDM) is a bad decision. #Metacognition skills training for workforce development is #AI era-critical.

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John R Dallas Jr
John R Dallas Jr@JohnRDallasJr·
Decision-making without metacognition isn’t a good decision. Decision-making without AI isn’t a wise decision. Decision-making without AI-fortified pre-decision metacognition (PDM) is a bad decision. #Metacognition skills training for workforce development is #AI era-critical.
World Economic Forum@wef

#AI delivers results, but the real advantage comes when it reshapes #work and decision-making. Explore how organizations can scale AI successfully in this latest report, produced in collaboration with @Accenture: weforum.org/publications/o…

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