Category: Consultation

Daily Frameworks for 07 November 2026

Jalál, 04 Qudrat (Power), 183 B.E.

Quotes for Reflection

Praise be to God! We are living in this most radiant century wherein human perceptions have developed and investigations of real foundations characterize mankind. Individually and collectively man is proving and penetrating into the reality of outer and inner conditions. Therefore, it has come to pass that we are renouncing all that savors of blind imitation, and impartially and independently investigating truth. Let us understand what constitutes the reality of the divine religions. If a Christian sets aside traditionary forms and blind imitation of ceremonials and investigates the reality of the Gospels, he will discover that the foundation principles of the teachings of Christ were mercy, love, fellowship, benevolence, altruism, the resplendence or radiance of divine bestowals, acquisition of the breaths of the Holy Spirit and oneness with God. Furthermore, he will learn that Christ declared that the Father “maketh his sun to rise on the evil and on the good, and sendeth rain on the just and on the unjust.” The meaning of this declaration is that the mercy of God encircles all mankind, that not a single individual is deprived of the mercy of God, and no soul is denied the resplendent bestowals of God. The whole human race is submerged in the sea of the mercy of the Lord, and we are all the sheep of the one divine Shepherd. Whatever shortcomings exist among us must be remedied. For example, those who are ignorant must be educated so that they may become wise; the sick must be treated until they recover; those who are immature must be trained in order to reach maturity; those asleep must be awakened. All this must be accomplished through love and not through hatred and hostility. Furthermore, Jesus Christ, referring to the prophecy of Isaiah, spoke of those who having eyes, see not, having ears, hear not, having hearts, understand not; yet they were to be healed. Therefore, it is evident that the bounties of Christ transformed the eye which was blind into a seeing one, rendered the ear which was formerly deaf, attentive, and made the hard, callous heart tender and sensitive. In other words, the meaning is that although the people possess external eyes, yet the insight, or perception, of the soul is blind; although the outer ear hears, the spiritual hearing is deaf; although they possess conscious hearts, they are without illumination; and the bounties of Christ save souls from these conditions. It is evident, then, that the manifestation of the Messiah was synonymous with universal mercy. His providence was universal, and His teachings were for all. His lights were not restricted to a few. Every Christ came to the world of mankind. Therefore, we must investigate the foundation of divine religion, discover its reality, reestablish it and spread its message throughout the world so that it may become the source of illumination and enlightenment to mankind, the spiritually dead become alive, the spiritually blind receive sight and those who are inattentive to God become awakened. — ‘Abdu’l-Bahá [1]

Question for Consideration

Examine the intersection between artificial intelligence agent collectives and the human framework of Bahá’í consultation, analyzing how both systems attempt to enhance collective intelligence through collaborative inquiry. [2] [3]

Gemini Notebook Response: Comparative Epistemology of Collective Intelligence: Synthesizing Multi-Agent System Architectures and the Bahá’í Framework of Consultation

1. The Epistemology and Mechanics of Bahá’í Consultation

Bahá’í consultation is an administrative and deliberative framework designed to operate across all scales of human organization, from local community assemblies to international governance bodies. [4] Unlike conventional political models that rely on partisan debate, interest-group bargaining, or adversarial advocacy, consultation is explicitly non-adversarial and non-partisan. [4] [6] Its primary objective is not the victory of a particular faction or perspective, but the collective investigation of truth to foster social unity and justice. [4]

The consultative process functions as an epistemic pipeline through which individual perspectives are transformed into collective intelligence. [4] [5] The workflow begins with the contribution of diverse individual perspectives, which pass through an ethical filter requiring purity of motive, humility, and detachment. [5] [7] Once articulated, an idea undergoes depersonalization, ceasing to belong to the speaker and instead becoming the collective property of the group. [4] [6] [7] This depersonalization enables a friction layer characterized by a vigorous clash of differing opinions that remains strictly decoupled from personal identity or defensive emotional reactions. [5] [8] Deliberation concludes in a convergence phase, aiming for unanimous consensus or, when necessary, a unified majority decision that commands full post-decision support from all participants. [5] [6] [7]

Operational Axioms of the Consultative Process

The consultative framework relies on several core principles that govern participant interaction and information flow:

  • Detachment and the Depersonalization of Ideas: A foundational rule of consultation dictates that once a participant voices an idea, that proposal immediately becomes the collective property of the group. [4] [6] [7] The originator surrenders all personal claim or emotional attachment to the idea. [6] [7] Consequently, the group can modify, critique, synthesize, or discard the proposal without causing personal offense or invoking defense mechanisms tied to identity or status. [6]
  • The Spark of Truth via Productive Friction: The Bahá’í authoritative texts state that the shining spark of truth emerges only after the clash of differing opinions. [4] [5] [7] The framework establishes an imperative for frankness, openness, and diversity of thought. [5] [7] [9] However, authoritative interpretations distinguish between a constructive clash of opinions and a destructive clash of feelings or personalities; the former illuminates reality, whereas the latter obscures it. [6] [8]
  • Non-Partisanship and Elimination of Factionalism: Consultation strictly prohibits the formation of caucuses, voting blocs, or political parties. [4] [6] Deliberation is designed as a collaborative search for solutions rather than a zero-sum negotiation between competing interests. [4] [6]
  • Unity in Action and Decision Protocols: The ideal outcome of consultation is unanimous consensus achieved through thorough exploration. [4] [6] [7] If unanimity cannot be attained, the group transitions to a majority vote. [4] [5] [7] Crucially, once a decision is finalized—whether unanimous or majority-based—all participants are expected to support the outcome unreservedly. [5] [6] [7] [10] Disagreements are suspended during implementation to allow the group to test the validity of the decision in practice; persistent post-decision debate is recognized as a force that undermines the collective capacity to learn from action. [5] [6]

Be the Voice of…

Therefore, all souls should consider it incumbent upon them to investigate reality. Reality is one; and when found, it will unify all mankind. Reality is the love of God. Reality is the knowledge of God. Reality is justice. Reality is the oneness or solidarity of mankind. Reality is international peace. Reality is the knowledge of verities. Reality unifies humanity. — ‘Abdu’l-Bahá. [11]

Footnotes

[1] ‘Abdu’l-Bahá. THE PROMULGATION OF UNIVERSAL PEACE. Bahá’í Reference Library. https://www.bahai.org/r/211920178

[2] Gemini Notebook. “Comparative Epistemology of Collective Intelligence.pdf.” Edited by Steve Bosserman. November 6, 2026. AI and Bahá’í Consultation (Gemini Notebook)

[3] Transformative Leadership Education Staff. “Unite, Decide, Thrive: Using Consultation to Improve Decisions” (Free Online Course). Transformative Leadership Education. https://tinyurl.com/courseconsultation

[4] Sabet, Michael. “A democracy built on communicative action: Bahá’í political practice as a prefigurative resource for institutional effectiveness, accountability, and inclusivity.” National Library of Medicine, July 26, 2023. https://pmc.ncbi.nlm.nih.gov/articles/PMC10410671/

[5] Quora Respondents. “How does Baha’i consultation differ from regular consultation?” Quora, https://www.quora.com/How-does-Baha-i-consultation-differ-from-regular-consultation

[6] Bosserman, Steve. “Daily Frameworks: Consultation.” Frameworks for Understanding the World, https://stevenlbossermanarchives.com/category/daily-frameworks/consultation/

[7] Quora Respondents. “How does the Bahá’í consultation process work in community decision-making?” Quora, https://www.quora.com/How-does-the-Bah%C3%A1%C3%AD-consultation-process-work-in-community-decision-making

[8] National Spiritual Assembly of the Bahá’ís of the United States. GUIDELINES FOR LOCAL SPIRITUAL ASSEMBLIES: DEVELOPING LOCAL SPIRITUAL ASSEMBLIES (Chapter Four: Functioning of the Local Assembly). Bahá’í Library Online, 1998, Revised 2016. https://bahai-library.com/us-nsa_guidelines_spiritual_assemblies

[9] Kazemipour, Whitney White. “Even as the Waves of One Sea: Bahá’í Consultation’s Implicit Cultural Support for the Clash of Differing Opinions.” The Journal of Bahá’í Studies, Vol 33, No 3 (Fall 2023), 94-95. https://journal.bahaistudies.ca/online/issue/view/80/23

[10] Hornby, Helen Bassett. LIGHTS OF GUIDANCE: A BAHÁ’Í REFERENCE FILE. Bahá’í Library Online, 1988. https://bahai-library.com/hornby_lights_guidance&chapter=2#CONSULTATION

[11] ‘Abdu’l-Bahá. THE PROMULGATION OF UNIVERSAL PEACE. Bahá’í Reference Library. https://www.bahai.org/r/628985716

Daily Frameworks for 06 November 2026

Istiqlál, 03 Qudrat (Power), 183 B.E.

Quotes for Reflection

For instance, when a man hath a project to accomplish, should he consult with some of his brethren, that which is agreeable will of course be investigated and unveiled to his eyes, and the truth will be disclosed. Likewise on a higher level, should the people of a village consult one another about their affairs, the right solution will certainly be revealed. In like manner, the members of each profession, such as in industry, should consult, and those in commerce should similarly consult on business affairs. In short, consultation is desirable and acceptable in all things and on all issues…. Spiritual Assemblies have been set up in various regions, that they may hold consultation on divers affairs of the Cause, such as child education, care and protection of orphans and the disabled, and to diffuse the sweet savours of God. — ‘Abdu’l-Bahá [1]

Question for Consideration

Examine the intersection between artificial intelligence agent collectives and the human framework of Bahá’í consultation, analyzing how both systems attempt to enhance collective intelligence through collaborative inquiry. [2] [3]

Gemini Notebook Response: Comparative Epistemology of Collective Intelligence: Synthesizing Multi-Agent System Architectures and the Bahá’í Framework of Consultation

Introduction

The pursuit of collective intelligence—the phenomenon whereby a group of interacting agents achieves cognitive outcomes superior to those of any individual constituent—represents a foundational challenge in both computer science and social administrative theory. In computational systems, multi-agent large language model (LLM) architectures attempt to transcend the cognitive and parametric limits of single models through structured debate, collaborative inquiry, and dynamic consensus protocols. [4] [5] [6] Concurrently, human social systems have long sought deliberative frameworks capable of aggregating diverse knowledge without falling prey to factionalism, bias, or groupthink. [7]

A profound conceptual intersection exists between modern artificial intelligence agent collectives and the human framework of Bahá’í consultation. Defined as a talk-centric decision-making model and non-partisan protocol for the collective investigation of reality, Bahá’í consultation posits that truth emerges from the non-adversarial clash of differing opinions when conditioned on systemic detachment and group ownership of ideas. [7] [8] [9] Conversely, contemporary multi-agent systems suffer from well-documented failure modes, including sycophantic herding, error cascades, identity bias, and forced consensus collapse. [5] [10] [11] [12]

An analysis of these two paradigms reveals how the normative and operational axioms of Bahá’í consultation provide structural solutions to the persistent pathologies of computational agent collectives, offering a socio-technical synthesis for robust collective inquiry.

Be the Voice of…

Therefore, all souls should consider it incumbent upon them to investigate reality. Reality is one; and when found, it will unify all mankind. Reality is the love of God. Reality is the knowledge of God. Reality is justice. Reality is the oneness or solidarity of mankind. Reality is international peace. Reality is the knowledge of verities. Reality unifies humanity. — ‘Abdu’l-Bahá. [13]

Footnotes

[1] ‘Bahá’u’lláh, ‘Abdu’l-Bahá. BAHÁ’Í SACRED WRITINGS. Bahá’í Reference Library. https://www.bahai.org/r/397409731

[2] Gemini Notebook. “Comparative Epistemology of Collective Intelligence.pdf.” Edited by Steve Bosserman. November 5, 2026. AI and Bahá’í Consultation (Gemini Notebook)

[3] Transformative Leadership Education Staff. “Unite, Decide, Thrive: Using Consultation to Improve Decisions” (Free Online Course). Transformative Leadership Education. https://tinyurl.com/courseconsultation

[4] Motger, Quim, Marc Oriol, Jordi Marco, Xavier Franch. “Multi-Agent Debate Strategies: Survey, Taxonomy, and Challenges.” arXiv, 28 Jul 2026. https://arxiv.org/html/2607.26212v1

[5] Suhubdy, Dendi. “Society of Models: A Citation-Grounded Survey of AI Agent Collaboration Research (2023–2026).” Adventures and Amusings of a Mathematician, https://backpropagation.ai/posts/ai-agent-collaboration-icml-iclr-neurips-survey/

[6] Chang, Edward Y. “Unlocking the Wisdom of Large Language Models: An Introduction to the Path to Artificial General Intelligence – Preface.” arXiv, 2 Sep 2024 (v1), last revised 15 Apr 2025 (v3) https://arxiv.org/html/2409.01007v3

[7] Sabet, Michael. “A democracy built on communicative action: Bahá’í political practice as a prefigurative resource for institutional effectiveness, accountability, and inclusivity.” National Library of Medicine, July 26, 2023. https://pmc.ncbi.nlm.nih.gov/articles/PMC10410671/

[8] Nguyen, Khanh-Binh, Van Dai Do, Tien Anh Nguyen, Svetha Venkatesh, Hung Le. “DREAM: Dynamic Resolution Assignment for Multimodal Multi-Agent Debate.” arXiv, 4 Oct 2026 (v1), last revised 13 Oct 2026 (v3) https://arxiv.org/html/2610.05615v1

[9] Hyeong Kyu Choi, Xiaojin Zhu, Sharon Li. “When Identity Skews Debate:Anonymization for Bias-Reduced Multi-Agent Reasoning.” arXiv, 8 Oct 2025 (v1), last revised 9 Apr 2026 (v3) https://arxiv.org/html/2510.07517v5

[10] Quora Respondents. “How does the Bahá’í consultation process work in community decision-making?” Quora, https://www.quora.com/How-does-the-Bah%C3%A1%C3%AD-consultation-process-work-in-community-decision-making

[11] National Spiritual Assembly of the Bahá’ís of the United States. GUIDELINES FOR LOCAL SPIRITUAL ASSEMBLIES: DEVELOPING LOCAL SPIRITUAL ASSEMBLIES (Chapter Four: Functioning of the Local Assembly). Bahá’í Library Online, 1998, Revised 2016. https://bahai-library.com/us-nsa_guidelines_spiritual_assemblies

[12] Kazemipour, Whitney White. “Even as the Waves of One Sea: Bahá’í Consultation’s Implicit Cultural Support for the Clash of Differing Opinions.” The Journal of Bahá’í Studies, Vol 33, No 3 (Fall 2023), 94-95. https://journal.bahaistudies.ca/online/issue/view/80/23

[13] ‘Abdu’l-Bahá. THE PROMULGATION OF UNIVERSAL PEACE. Bahá’í Reference Library. https://www.bahai.org/r/628985716

Daily Frameworks for 05 November 2026

Istijlál, 02 Qudrat (Power), 183 B.E.

Quotes for Reflection

Once a decision has been reached, all members of the consultative body, having had the opportunity fully to state their views, agree wholeheartedly to support the outcome. What if the minority view is right? “If they agree upon a subject,” ‘Abdu’l‑Bahá has explained, “even though it be wrong, it is better than to disagree and be in the right, for this difference will produce the demolition of the divine foundation. Though one of the parties may be in the right and they disagree, that will be the cause of a thousand wrongs, but if they agree and both parties are in the wrong, as it is in unity, the truth will be revealed and the wrong made right.” Implicit in this approach to the social utility of thought is the profundity of the change in the standard of public discussion intended by Bahá’u’lláh for a mature society. — Universal House of Justice [1]

Question for Consideration

Develop the comparison of action-reflection-revision loops in AI agents and Bahá’í consultation. [2] [3]

Perplexity Computer Response: Compare Action-Reflection-Revision Loops in AI Agents and Bahá’í Consultation

The action-reflection-revision thread is now developed and preserved in the project. Here’s what emerged.

Where It’s Preserved

The full analysis with all sources is saved as the project deliverable above and in the project file repo; the project knowledge wiki now has a dedicated page for this thread, the source index is extended, and the open-threads page marks this one developed — leaving a remaining sub-question about how facilitation could adopt AI-memory curation disciplines (utility-based pruning of group lessons) without losing institutional memory. The next natural threads are the facilitation-to-protocol translation question or the “Minority Truth” question [4] about revisiting majority decisions.

What does “the Minority Truth question” mean?

That’s another of the open threads recorded in your project’s knowledge wiki. It refers to a specific research finding from the founding analysis, and asks what facilitation practice might learn from it.

The Finding

Among AI agent collectives, researchers found that when a group of models debates and their answers diverge, naive majority voting is systematically biased: in roughly one in four divergent cases, the minority was holding the correct answer, and the majority was wrong. [5] The reason is structural rather than random — because the models share training data and procedures, their errors are correlated, so a majority can form around a shared mistake while the odd one out is actually right. This connects to the founding analysis’s theme that fluent consensus is not evidence of truth: agents can be confidently, unanimously wrong together.

The Question

The open thread asks whether this finding can be turned into facilitation guidance for human groups — specifically, about when to revisit a majority decision.

Bahá’í consultation already has a built-in mechanism here: when unanimity is absent, a majority decision is adopted and everyone supports it, but the decision is understood as provisional in a specific sense — “if the decision proves incorrect, all participants will learn from its shortcomings and revise the decision as needed”. [6] The revision is triggered by results — action in the world showing the decision didn’t work.

What the Minority Truth finding suggests is a complementary, earlier trigger: the shape of the disagreement itself may carry information. A vote that comes out, say, three-to-one rather than unanimous is not just a weaker mandate — it may be a signal that the minority sees something the majority’s shared assumptions miss. A facilitator who treats a strong, well-articulated minority position as data, rather than as an obstacle to closure, might:

  • Ask the minority to state its strongest case after the vote, so the group records what the dissent was about before acting
  • Build a review checkpoint into the plan whose timing or criteria reflect the intensity of the original dissent
  • Ask whether the majority’s agreement rests on independent grounds or on shared, unexamined assumptions (the human analog of correlated errors)
The Open Question

What hasn’t been done — and what the thread flags as future work — is testing whether the specific ratio and dynamics from the machine research (correlated errors, roughly 1-in-4 minority correctness) justify concrete facilitation rules for human groups, or whether the analogy is only qualitative. The advisor’s caution on this point in the last iteration still stands: a numerical benchmark finding about LLMs shouldn’t be transferred to guidance for human consultation without separate justification.

As with the facilitation-to-protocol thread, I can develop this one in full if you’d like — I’d just keep any project-file updates out of this side chat unless you ask for them.

Be the Voice of…

Therefore, all souls should consider it incumbent upon them to investigate reality. Reality is one; and when found, it will unify all mankind. Reality is the love of God. Reality is the knowledge of God. Reality is justice. Reality is the oneness or solidarity of mankind. Reality is international peace. Reality is the knowledge of verities. Reality unifies humanity. — ‘Abdu’l-Bahá. [7]

Footnotes

[1] Universal House of Justice. “29 December 1988 – To the Followers of Bahá’u’lláh in the United States of America.” Bahá’í Reference Library. https://www.bahai.org/r/672191220

[2] Perplexity Computer. “Compare action-reflection-revision loops in AI agents and Bahá’í consultation.” Edited by Steve Bosserman. November 4, 2026. https://www.perplexity.ai/computer/tasks/fb20eb81-eae0-4dd5-b96e-7686b3a92ca9

[3] Transformative Leadership Education Staff. “Unite, Decide, Thrive: Using Consultation to Improve Decisions” (Free Online Course). Transformative Leadership Education. https://tinyurl.com/courseconsultation

[4] Universal House of Justice. “6 March 1970 – The National Spiritual Assembly of the Bahá’ís of Canada.” Bahá’í Reference Library. https://www.bahai.org/r/353201901

[5] He, Chuan, Zebin Chen, Zhengyi Yang, Shaobo Qiao, Mingchen Ju, Jiate Liu, Dong Wen, and Guanfeng Liu. “Minority Sentinel: When to Overturn Majority Voting in Multi-Agent LLM Debates.” ArXiv, 28 Jun 2026. https://arxiv.org/pdf/2606.29270

[6] Bahá’í International Community Staff. “Transforming Collective Deliberation: Valuing Unity and Justice.” Bahá’í International Community, February 3, 2010. https://www.bahai.org/documents/bic/transforming-collective-deliberation-valuing-unity-justice

[7] ‘Abdu’l-Bahá. THE PROMULGATION OF UNIVERSAL PEACE. Bahá’í Reference Library. https://www.bahai.org/r/628985716

Daily Frameworks for 04 November 2026

‘Idál, 01 Qudrat (Power), 183 B.E.

Quotes for Reflection

“The prime requisites for them that take counsel together are purity of motive, radiance of spirit, detachment from all else save God, attraction to His Divine Fragrances, humility and lowliness amongst His loved ones, patience and long-suffering in difficulties and servitude to His exalted Threshold. Should they be graciously aided to acquire these attributes, victory from the unseen Kingdom of Bahá shall be vouchsafed to them.” “In this day, assemblies of consultation are of the greatest importance and a vital necessity. Obedience unto them is essential and obligatory. The members thereof must take counsel together in such wise that no occasion for ill-feeling or discord may arise. This can be attained when every member expresseth with absolute freedom his own opinion and setteth forth his argument. Should any one oppose, he must on no account feel hurt for not until matters are fully discussed can the right way be revealed. The shining spark of truth cometh forth only after the clash of differing opinions. If after discussion, a decision be carried unanimously, well and good; but if, the Lord forbid, differences of opinion should arise, a majority of voices must prevail.” — ‘Abdu’l-Bahá [1]

Question for Consideration

Develop the comparison of action-reflection-revision loops in AI agents and Bahá’í consultation. [2] [3]

Perplexity Computer Response: Compare Action-Reflection-Revision Loops in AI Agents and Bahá’í Consultation

The action-reflection-revision thread [4] is now developed and preserved in the project. Here’s what emerged.

Where It’s Preserved

The full analysis with all sources is saved as the project deliverable above and in the project file repo; the project knowledge wiki now has a dedicated page for this thread, the source index is extended, and the open-threads page marks this one developed — leaving a remaining sub-question about how facilitation could adopt AI-memory curation disciplines (utility-based pruning of group lessons) without losing institutional memory. The next natural threads are the facilitation-to-protocol translation question or the “Minority Truth” question about revisiting majority decisions.

What does this mean: “the facilitation-to-protocol translation question”?

That phrase is one of the open questions recorded in your project’s knowledge wiki — the next unexplored thread in the comparison between AI agent collectives and Bahá’í consultation. It asks:

Which techniques that human facilitators use to make group deliberation work have direct counterparts in the design of AI agent systems — and which ones don’t?

The two halves of the phrase:

  • Facilitation refers to the human-side craft: the structures and supports a facilitator builds into a meeting so that participants contribute well — things like round structure (each person speaks in turn), deliberate silence (space to think before responding), rotating who speaks first (so the same voices don’t anchor the discussion), accessible participation routes, and keeping the agenda’s observation, interpretation, and planning phases separate.
  • Protocol refers to the machine-side equivalent: the design rules that govern how AI agents interact — the order in which agents generate answers, whether they see each other’s outputs before responding, how their views are aggregated (majority vote, debate, collaborative exchange), and how divergence or dissent is preserved.

The question, then, is a mapping exercise in both directions:

  1. Which translate well. For example, rotating first-speaker order maps onto randomized response ordering in agent debate — both exist to prevent anchoring, and the agent research on correlated errors and premature convergence suggests this matters as much for machines as for people. Round structure maps onto turn-taking protocols that keep one agent from dominating. Silence has a partial analog in delayed or independent first-pass generation before agents see each other’s answers.
  2. Which translate poorly — and why that’s informative. Silence as reverence, prayerfulness, accompaniment (experienced members supporting others’ growth), and the development of participants have no agent counterpart. The founding analysis suggests these gaps aren’t incidental: they mark where consultation’s value lies beyond error correction — in relationships, capacity, and responsibility for consequences.

The payoff of working the question through is twofold: agent-protocol designers might rediscover facilitation wisdom (as they independently did with diversity preservation and minority protection), and your facilitation framework gains a sharpened picture of which of its techniques are “load-bearing” for the same reasons in both settings.

If you’d like, I can develop this thread in the same depth as the action-reflection-revision iteration — though since this is a side chat, I’d hold off on writing to the project files unless you want me to.

Be the Voice of…

Therefore, all souls should consider it incumbent upon them to investigate reality. Reality is one; and when found, it will unify all mankind. Reality is the love of God. Reality is the knowledge of God. Reality is justice. Reality is the oneness or solidarity of mankind. Reality is international peace. Reality is the knowledge of verities. Reality unifies humanity. — ‘Abdu’l-Bahá. [5]

Footnotes

[1] Effendi, Shoghi. BAHÁ’Í ADMINISTRATION. Bahá’í Reference Library. https://www.bahai.org/r/199300485

[2] Perplexity Computer. “Compare action-reflection-revision loops in AI agents and Bahá’í consultation.” Edited by Steve Bosserman. November 3, 2026. https://www.perplexity.ai/computer/tasks/fb20eb81-eae0-4dd5-b96e-7686b3a92ca9

[3] Transformative Leadership Education Staff. “Unite, Decide, Thrive: Using Consultation to Improve Decisions” (Free Online Course). Transformative Leadership Education. https://tinyurl.com/courseconsultation

[4] Universal House of Justice. “29 December 2015 – To the Conference of the Continental Boards of Counsellors.” Bahá’í Reference Library. https://www.bahai.org/r/608166107

[5] ‘Abdu’l-Bahá. THE PROMULGATION OF UNIVERSAL PEACE. Bahá’í Reference Library. https://www.bahai.org/r/628985716

Daily Frameworks for 03 November 2026

Fidál, 19 ‘Ilm (Knowledge), 183 B.E.

Quotes for Reflection

Now, so long as the degrees of created things are different, some will naturally rank above the others. Thus, since the election of certain creatures, such as man, for the highest degree; the maintenance of others, such as plants, in the middle degree; and the relegation of yet others, such as minerals, to the lowest degree are each and all due to the divine will and purpose, it follows that the singling out of man for the highest degree is through the grace of God, and that the differences among men with regard to spiritual attainments and heavenly perfections are likewise due to the choice of the All-Merciful. For faith, which is life eternal, is a token of grace and not the result of justice. The flame of the fire of love, in this world of earth and water, burns by the power of attraction and not through human effort and striving, although through the latter one may indeed acquire knowledge, learning, and other perfections. It is the light of the divine Beauty, then, that must stir up and move the spirit through its attractive power. Wherefore is it said: “many are called, but few are chosen”. 102 — ‘Abdu’l-Bahá [1]

Question for Consideration

Develop the comparison of action-reflection-revision loops in AI agents and Bahá’í consultation. [2] [3]

Perplexity Computer Response: Compare Action-Reflection-Revision Loops in AI Agents and Bahá’í Consultation

The action-reflection-revision thread [4] is now developed and preserved in the project. Here’s what emerged.

Where It’s Preserved

The full analysis with all sources is saved as the project deliverable above and in the project file repo; the project knowledge wiki now has a dedicated page for this thread, the source index is extended, and the open-threads page marks this one developed — leaving a remaining sub-question about how facilitation could adopt AI-memory curation disciplines (utility-based pruning of group lessons) without losing institutional memory. The next natural threads are the facilitation-to-protocol translation question or the “Minority Truth” question about revisiting majority decisions.

Rephrase the sub-question about “how facilitation could adopt AI-memory curation disciplines (utility-based pruning of group lessons) without losing institutional memory,” for greater clarity.

Here are a few versions, from closest-to-original to most fully unpacked:

Tight rephrase:

How can a group deliberately prune its store of lessons learned — keeping only what still works — without erasing hard-won institutional memory in the process?

More explicit version:

When should a group let go of a lesson it once learned, and how can it tell the difference between a lesson that has genuinely stopped being useful and one that still carries irreplaceable experience?

Fully unpacked version:

AI agent research shows that accumulated experience helps only up to a point: memory banks degrade when they grow without limit, so systems prune them — deleting stored lessons whose usefulness has fallen below a measured threshold. Groups do the same thing informally (“we stopped doing it that way years ago”). The question is whether facilitation can adopt this pruning discipline deliberately — for example, periodically asking of each standing practice, “what did this earn us, and when did it last pay off?” — while protecting the kind of memory that should never be pruned: the founding failures, the reasons a rule exists, and the experiences that shaped the group’s identity. Pruning is only safe when the group can distinguish a lesson that expired from institutional memory worth keeping.

The underlying tension in one line: utility-based pruning optimizes for current performance, while institutional memory preserves continuity and identity — and a group needs both.

Be the Voice of…

Therefore, all souls should consider it incumbent upon them to investigate reality. Reality is one; and when found, it will unify all mankind. Reality is the love of God. Reality is the knowledge of God. Reality is justice. Reality is the oneness or solidarity of mankind. Reality is international peace. Reality is the knowledge of verities. Reality unifies humanity. — ‘Abdu’l-Bahá. [5]

Footnotes

[1] ‘Abdu’l-Bahá. SOME ANSWERED QUESTIONS. Bahá’í Reference Library. https://www.bahai.org/r/154135041

[2] Perplexity Computer. “Compare action-reflection-revision loops in AI agents and Bahá’í consultation.” Edited by Steve Bosserman. November 2, 2026. https://www.perplexity.ai/computer/tasks/fb20eb81-eae0-4dd5-b96e-7686b3a92ca9

[3] Transformative Leadership Education Staff. “Unite, Decide, Thrive: Using Consultation to Improve Decisions” (Free Online Course). Transformative Leadership Education. https://tinyurl.com/courseconsultation

[4] Universal House of Justice. “19 March 2025 – To the Bahá’ís of the World.” Bahá’í Reference Library. https://www.bahai.org/r/811960147

[5] ‘Abdu’l-Bahá. THE PROMULGATION OF UNIVERSAL PEACE. Bahá’í Reference Library. https://www.bahai.org/r/628985716

Daily Frameworks for 02 November 2026

Kamál, 18 ‘Ilm (Knowledge), 183 B.E.

Quotes for Reflection

The purpose of the foregoing statements is to demonstrate at least this, that the happiness and greatness, the rank and station, the pleasure and peace, of an individual have never consisted in his personal wealth, but rather in his excellent character, his high resolve, the breadth of his learning, and his ability to solve difficult problems. — ‘Abdu’l-Bahá [1]

Question for Consideration

Develop the comparison of action-reflection-revision loops in AI agents and Bahá’í consultation. [2] [3]

Perplexity Computer Response: Compare Action-Reflection-Revision Loops in AI Agents and Bahá’í Consultation

The action-reflection-revision thread [4] is now developed and preserved in the project. Here’s what emerged.

The Deepest Differences

Whose experience counts as evidence (affected people in the room versus instrumented feedback); what revision may touch (agent loops revise answers, memories, and workflows — consultation revises plans, institutions, relationships, and the participants themselves); [5] the horizon of retention (a deployment versus generations — the Ruhi books distill decades of collective action-reflection); [6] detachment at the reflection hinge, which makes revision possible without estrangement; and celebration as a deliberate effective guard against purely defect-focused reflection. [7]

Be the Voice of…

Therefore, all souls should consider it incumbent upon them to investigate reality. Reality is one; and when found, it will unify all mankind. Reality is the love of God. Reality is the knowledge of God. Reality is justice. Reality is the oneness or solidarity of mankind. Reality is international peace. Reality is the knowledge of verities. Reality unifies humanity. — ‘Abdu’l-Bahá. [8]

Footnotes

[1] Bahá’u’lláh, ‘Abdu’l-Bahá. BAHÁ’Í SACRED WRITINGS. Bahá’í Reference Library. https://www.bahai.org/r/720905029

[2] Perplexity Computer. “Compare action-reflection-revision loops in AI agents and Bahá’í consultation.” Edited by Steve Bosserman. November 1, 2026. https://www.perplexity.ai/computer/tasks/fb20eb81-eae0-4dd5-b96e-7686b3a92ca9

[3] Transformative Leadership Education Staff. “Unite, Decide, Thrive: Using Consultation to Improve Decisions” (Free Online Course). Transformative Leadership Education. https://tinyurl.com/courseconsultation

[4] Universal House of Justice. “28 November 2023 – To the Bahá’ís of the World.” Bahá’í Reference Library. https://www.bahai.org/r/442556480

[5] Universal House of Justice. “29 November 2017 – [To three individuals].” Bahá’í Reference Library. https://www.bahai.org/r/141813964

[6] Universal House of Justice. TURNING POINT: SELECTED MESSAGES OF THE UNIVERSAL HOUSE OF JUSTICE AND SUPPLEMENTARY MATERIAL 1996-2006. Bahá’í Reference Library. https://www.bahai.org/r/635032639

[7] Universal House of Justice. “29 December 1988 – To the Followers of Bahá’u’lláh in the United States of America.” Bahá’í Reference Library. https://www.bahai.org/r/986857639

[8] ‘Abdu’l-Bahá. THE PROMULGATION OF UNIVERSAL PEACE. Bahá’í Reference Library. https://www.bahai.org/r/628985716

Daily Frameworks for 01 November 2026

Jamál, 17 ‘Ilm (Knowledge), 183 B.E.

Quotes for Reflection

In the utterances of the divine Luminaries the term “heaven” hath been applied to many and divers things; such as the “heaven of Command,” the “heaven of Will,” the “heaven of the divine Purpose,” the “heaven of divine Knowledge,” the “heaven of Certitude,” the “heaven of Utterance,” the “heaven of Revelation,” the “heaven of Concealment,” and the like. In every instance, He hath given the term “heaven” a special meaning, the significance of which is revealed to none save those that have been initiated into the divine mysteries, and have drunk from the chalice of immortal life. For example, He saith: “The heaven hath sustenance for you, and it containeth that which you are promised”; 53 whereas it is the earth that yieldeth such sustenance. Likewise, it hath been said: “The names come down from heaven”; whereas they proceed out of the mouth of men. Wert thou to cleanse the mirror of thy heart from the dust of malice, thou wouldst apprehend the meaning of the symbolic terms revealed by the all-embracing Word of God made manifest in every Dispensation, and wouldst discover the mysteries of divine knowledge. Not, however, until thou consumest with the flame of utter detachment those veils of idle learning that are current amongst men, canst thou behold the resplendent morn of true knowledge. — Bahá’u’lláh [1]

Question for Consideration

Develop the comparison of action-reflection-revision loops in AI agents and Bahá’í consultation. [2] [3]

Perplexity Computer Response: Compare Action-Reflection-Revision Loops in AI Agents and Bahá’í Consultation

The action-reflection-revision thread [4] is now developed and preserved in the project. Here’s what emerged.

The Striking Parallels

The AI failure modes map almost one-to-one onto the human failure modes the Bahá’í disciplines anticipate. Error propagation — a stored wrong lesson retrieved, imitated, and re-stored — is the machine analog of a community re-learning the same wrong lesson. Over-accumulation of experience beyond a useful sweet spot is undigested experience crowding out reflection. The remedies converge too: the finding that abstract distilled principles transfer more reliably than raw trajectories matches consultation’s discipline of distilling principles from events; the Bahá’í reflection meeting’s five-part structure — guidance, actions, results, analysis, then plan — prefigures the research finding that observation, interpretation, and planning should be separated. And the Universal House of Justice’s instruction that lessons be systematized and “equitably distributed” is essentially LessonL’s banking-and-selection principle at civilizational scale. [5] [6] [7] [8] [9]

Be the Voice of…

Therefore, all souls should consider it incumbent upon them to investigate reality. Reality is one; and when found, it will unify all mankind. Reality is the love of God. Reality is the knowledge of God. Reality is justice. Reality is the oneness or solidarity of mankind. Reality is international peace. Reality is the knowledge of verities. Reality unifies humanity. — ‘Abdu’l-Bahá. [10]

Footnotes

[1] Bahá’u’lláh. THE KITÁB-I-ÍQÁN. Bahá’í Reference Library. https://www.bahai.org/r/952240181

[2] Perplexity Computer. “Compare action-reflection-revision loops in AI agents and Bahá’í consultation.” Edited by Steve Bosserman. October 31, 2026. https://www.perplexity.ai/computer/tasks/fb20eb81-eae0-4dd5-b96e-7686b3a92ca9

[3] Transformative Leadership Education Staff. “Unite, Decide, Thrive: Using Consultation to Improve Decisions” (Free Online Course). Transformative Leadership Education. https://tinyurl.com/courseconsultation

[4] Universal House of Justice. “1 November 2022 – To the Followers of Bahá’u’lláh in the Democratic Republic of the Congo.” Bahá’í Reference Library. https://www.bahai.org/r/144447805

[5] Xiong, Zidi, Yuping Lin, Wenya Xie, Pengfei He, Zirui Liu, Jiliang Tang, Himabindu Lakkaraju, Zhen Xiang. “How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior.” arXiv, 21 May 2025 (v1), last revised 10 Oct 2025 (v2). https://arxiv.org/abs/2505.16067

[6] Hu, Qisheng, Quanyu Long, and Wenya Wang. “When Continual Learning Moves to Memory: A Study of Experience Reuse in LLM Agents.” arXiv, 29 Apr 2026. https://arxiv.org/abs/2604.27003

[7] Shen, Maohao, Kaiwen Zha, Zexue He, Zhang-Wei Hong, Siru Ouyang, J. Jon Ryu, Prasanna Sattigeri, Suhas Diggavi, Gregory Wornell. “Decocted Experience Improves Test-Time Inference in LLM Agents.” arXiv, 6 Apr 2026. https://arxiv.org/abs/2604.04373

[8] Universal House of Justice. “27 December 2005 – To the Conference of the Continental Boards of Counsellors.” Bahá’í Reference Library. https://www.bahai.org/r/527522699

[9] Dollie, Melanie King. “Raising the Quality of Our Systematic Action: Reflection and Planning.” Baha’i Blog, January 27, 2016. https://www.bahaiblog.net/articles/bahai-life/raising-quality-systematic-action-reflection-planning/

[10] ‘Abdu’l-Bahá. THE PROMULGATION OF UNIVERSAL PEACE. Bahá’í Reference Library. https://www.bahai.org/r/628985716

Daily Frameworks for 31 October 2026

Jalál, 16 ‘Ilm (Knowledge), 183 B.E.

Quotes for Reflection

“The purpose of learning should be the promotion of the welfare of the people…. True learning is that which is conducive to the well-being of the world, not to pride and self-conceit, or to tyranny, violence and pillage.” — Bahá’u’lláh [1]

Question for Consideration

Develop the comparison of action-reflection-revision loops in AI agents and Bahá’í consultation. [2] [3]

Perplexity Computer Response: Compare Action-Reflection-Revision Loops in AI Agents and Bahá’í Consultation

The action-reflection-revision thread [4] is now developed and preserved in the project. Here’s what emerged.

Three Distinct AI Loops

The literature conflates three things that must be kept separate. Revision within one attempt fails without external feedback: intrinsic self-correction degrades accuracy because the verification signal depends on the same process being verified [5] though models can be trained — just not prompted — into genuine self-correction. [6] Environment-grounded adaptation (Reflexion) works precisely because reflection is anchored in consequences the agent cannot talk its way past. [7] And learning across attempts — the closest analog to community learning — is now real: ExpeL distills insights from trajectories, [8] and LessonL’s solicitation–banking–selection mechanism lets a team of small models share lessons and outperform a much larger one. [9]

Be the Voice of…

Therefore, all souls should consider it incumbent upon them to investigate reality. Reality is one; and when found, it will unify all mankind. Reality is the love of God. Reality is the knowledge of God. Reality is justice. Reality is the oneness or solidarity of mankind. Reality is international peace. Reality is the knowledge of verities. Reality unifies humanity. — ‘Abdu’l-Bahá. [10]

Footnotes

[1] Bahá’u’lláh, ‘Abdu’l-Bahá. BAHÁ’Í SACRED WRITINGS. Bahá’í Reference Library. https://www.bahai.org/r/104138778

[2] Perplexity Computer. “Compare action-reflection-revision loops in AI agents and Bahá’í consultation.” Edited by Steve Bosserman. October 30, 2026. https://www.perplexity.ai/computer/tasks/fb20eb81-eae0-4dd5-b96e-7686b3a92ca9

[3] Transformative Leadership Education Staff. “Unite, Decide, Thrive: Using Consultation to Improve Decisions” (Free Online Course). Transformative Leadership Education. https://tinyurl.com/courseconsultation

[4] Universal House of Justice. “24 July 2013 – The National Spiritual Assembly of the Bahá’ís of Canada.” Bahá’í Reference Library. https://www.bahai.org/r/940508814

[5] Huang, Jie, Xinyun Chen, Swaroop Mishra, Huaixiu Steven Zheng, Adams Wei Yu, Xinying Song, Denny Zhou. “Large Language Models Cannot Self-Correct Reasoning Yet.” arXiv, 3 Oct 2023 (v1), last revised 14 Mar 2024 (v2). https://arxiv.org/abs/2310.01798

[6] Kumar, Aviral, Vincent Zhuang, Rishabh Agarwal, Yi Su, John D Co-Reyes, Avi Singh, Kate Baumli, Shariq Iqbal, Colton Bishop, Rebecca Roelofs, Lei M Zhang, Kay McKinney, Disha Shrivastava, Cosmin Paduraru, George Tucker, Doina Precup, Feryal Behbahani, Aleksandra Faust. “Training Language Models to Self-Correct via Reinforcement Learning.” arXiv, 20 Mar 2023 (v1), last revised 10 Oct 2023 (v4). https://arxiv.org/abs/2409.12917

[7] Shinn, Noah, Federico Cassano, Edward Berman, Ashwin Gopinath, Karthik Narasimhan, Shunyu Yao. “Reflexion: Language Agents with Verbal Reinforcement Learning.” arXiv, 19 Sep 2024 (v1), last revised 4 Oct 2024 (v2). https://arxiv.org/abs/2303.11366

[8] Zhao, Andrew, Daniel Huang, Quentin Xu, Matthieu Lin, Yong-Jin Liu, Gao Huang. “ExpeL: LLM Agents Are Experiential Learners.” arXiv, 20 Aug 2023 (v1), last revised 20 Dec 2024 (v3). https://arxiv.org/abs/2308.10144

[9] Liu, Yuanzhe, Ryan Deng, Tim Kaler, Xuhao Chen, Charles E. Leiserson, Yao Ma, Jie Chen. “Lessons Learned: A Multi-Agent Framework for Code LLMs to Learn and Improve.” arXiv, 29 May 2025 (v1), last revised 23 Oct 2025 (v2). https://arxiv.org/abs/2505.23946

[10] ‘Abdu’l-Bahá. THE PROMULGATION OF UNIVERSAL PEACE. Bahá’í Reference Library. https://www.bahai.org/r/628985716

Daily Frameworks for 30 October 2026

Istiqlál, 15 ‘Ilm (Knowledge), 183 B.E.

Quotes for Reflection

In describing for you these new opportunities now opening at the level of the cluster, we are not asking you to alter in any way your current course. Nor should it be imagined that such opportunities represent an alternative arena of service, competing with the expansion and consolidation work for the community’s limited resources and energies. Over the coming year, the institute process and the pattern of activity that it engenders should continue to be strengthened, and teaching should remain uppermost in the mind of every believer. Further involvement in the life of society should not be sought prematurely. It will proceed naturally as the friends in every cluster persevere in applying the provisions of the Plan through a process of action, reflection, consultation and study, and learn as a result. Involvement in the life of society will flourish as the capacity of the community to promote its own growth and to maintain its vitality is gradually raised. It will achieve coherence with efforts to expand and consolidate the community to the extent that it draws on elements of the conceptual framework which governs the current series of global Plans. And it will contribute to the movement of populations towards Bahá’u’lláh’s vision of a prosperous and peaceful world civilization to the degree that it employs these elements creatively in new areas of learning. — Universal House of Justice [1]

Question for Consideration

Develop the comparison of action-reflection-revision loops in AI agents and Bahá’í consultation. [2] [3]

Perplexity Computer Response: Compare Action-Reflection-Revision Loops in AI Agents and Bahá’í Consultation

The action-reflection-revision thread is now developed and preserved in the project. Here’s what emerged.

The Core Finding

Both practices close the same loop — act, observe, distill, revise — and the quality of the learning depends on the same three things: grounded feedback, honest interpretation, and disciplined retention. The AI research turns out to be an accidental anatomy of the consultative cycle. [4]

Be the Voice of…

Therefore, all souls should consider it incumbent upon them to investigate reality. Reality is one; and when found, it will unify all mankind. Reality is the love of God. Reality is the knowledge of God. Reality is justice. Reality is the oneness or solidarity of mankind. Reality is international peace. Reality is the knowledge of verities. Reality unifies humanity. — ‘Abdu’l-Bahá. [5]

Footnotes

[1] Universal House of Justice. “Riḍván 2010 – To the Bahá’ís of the World.” Bahá’í Reference Library. https://www.bahai.org/r/476830757

[2] Perplexity Computer. “Compare action-reflection-revision loops in AI agents and Bahá’í consultation.” Edited by Steve Bosserman. October 29, 2026. https://www.perplexity.ai/computer/tasks/fb20eb81-eae0-4dd5-b96e-7686b3a92ca9

[3] Transformative Leadership Education Staff. “Unite, Decide, Thrive: Using Consultation to Improve Decisions” (Free Online Course). Transformative Leadership Education. https://tinyurl.com/courseconsultation

[4] Bahá’u’lláh, ‘Abdu’l-Bahá. BAHÁ’Í SACRED WRITINGS. Bahá’í Reference Library. https://www.bahai.org/r/729318074

[5] ‘Abdu’l-Bahá. THE PROMULGATION OF UNIVERSAL PEACE. Bahá’í Reference Library. https://www.bahai.org/r/628985716

Daily Frameworks for 29 October 2026

Istijlál, 14 ‘Ilm (Knowledge), 183 B.E.

Quotes for Reflection

In the world many banquets, assemblages and meetings have been organized, but those gatherings have been commercial, political, educational or social in their purpose and motive. Meetings are held for the promotion of financial plans or promulgation of the arts and sciences. Others have sought to establish agricultural industries or consummate territorial agreements. Innumerable assemblages have been held for consultation upon subjects of learning and education. All such meetings have for their object the advancement of civilization. But—praise be to God!—this banquet and this assemblage are for none other purpose than love, for the purpose of announcing the divine Kingdom, for the manifestation of the ineffable traces of God, for reflecting the effulgences of the Kingdom of God, for binding hearts together, for service to the world of humanity, for the promulgation of humanitarian and altruistic realities, for the advancement and advocating of international peace, for the illumination of the whole world. Therefore, such an assemblage is matchless and peerless because other assemblages are held for a limited object and personal motive, whereas this meeting is for God and God only, for His love and purpose. It is for love of the hearts of men and the oneness of the world of humanity. Therefore, we should offer thanks to God, for He has confirmed us in attaining to the happiness of this occasion. He has appointed us servants of the human world, advocates of peace and unity among the religions, heralds of universal agreement among the races and nations, founders of divine reconciliation among all peoples. — ‘Abdu’l-Bahá [1]

Question for Consideration

Create a Perplexity Project from this session and continue developing the comparison of AI agent collectives and Bahá’í consultation as part of my ongoing work on facilitation and collective inquiry. Preserve the current analysis and its sources as project context for future iteration. [2] [3]

Perplexity Computer Response: AI Agent Collectives and Bahá’í Consultation

The project is set up and everything is preserved. Here’s what’s in place:

Project Created

AI Agent Collectives and Bahá’í Consultation — seeded with this session and configured with instructions that capture the working thesis (resemblance strongest in pooling perspectives and error correction; difference deepest in purpose, moral agency, relationships, and responsibility for consequences) and the mandate to keep extending the comparison with cited sources. [4]

What’s Preserved

  • Founding analysis — the full comparison with all inline source links is saved in the project’s file repository as AI and Bahá’í Consultation, including the side-by-side table, the three deepest differences, the design-implications synthesis, and a complete source index.
  • Project knowledge wiki — seeded with four pages: the project overview, the condensed comparative analysis, the source index (Bahá’í authoritative texts plus the empirical multi-agent AI studies), and a set of open threads for future iteration — facilitation-to-protocol translation, action-reflection-revision loops for agents, where the analogy breaks, and whether the “Minority Truth” finding can inform when to revisit majority decisions. [5]
  • Your personal memory — updated so future sessions outside this project can find it and connect it to the Conversations That Matter workstream.

The project’s Brain is set to auto-update as sessions accumulate. When you’re ready to continue, you can open the project and pick up any of the open threads — a natural next step would be testing how specific facilitation supports (round structure, silence, rotating first speakers) map onto agent protocol design.

Be the Voice of…

Therefore, all souls should consider it incumbent upon them to investigate reality. Reality is one; and when found, it will unify all mankind. Reality is the love of God. Reality is the knowledge of God. Reality is justice. Reality is the oneness or solidarity of mankind. Reality is international peace. Reality is the knowledge of verities. Reality unifies humanity. — ‘Abdu’l-Bahá. [6]

Footnotes

[1] ‘Abdu’l-Bahá. THE PROMULGATION OF UNIVERSAL PEACE. Bahá’í Reference Library. https://www.bahai.org/r/684484182

[2] Perplexity Computer. “AI Agent Collectives and Bahá’í Consultation.” Edited by Steve Bosserman. October 28, 2026. https://www.perplexity.ai/computer/tasks/fb20eb81-eae0-4dd5-b96e-7686b3a92ca9

[3] Transformative Leadership Education Staff. “Unite, Decide, Thrive: Using Consultation to Improve Decisions” (Free Online Course). Transformative Leadership Education. https://tinyurl.com/courseconsultation

[4] Universal House of Justice. “Riḍván 2000 – To the Bahá’ís of the World.” Bahá’í Reference Library. https://www.bahai.org/r/552364014

[5] Universal House of Justice. “26 November 2012 – To all National Spiritual Assemblies.” Bahá’í Reference Library. https://www.bahai.org/r/045714051

[6] ‘Abdu’l-Bahá. THE PROMULGATION OF UNIVERSAL PEACE. Bahá’í Reference Library. https://www.bahai.org/r/628985716