Sarah and John: A Regenerative Tale of Ŧrust
Once upon a time, in a verdant land of thriving orchards and bustling markets, a community lived. On the outskirts of this community, two apple trees — each emblematic of a vast orchard — stood side by side, their branches just beginning to intertwine, reflecting the intertwined lives of their owners, Sarah and John.
One sunny afternoon, John, leaning against his perfectly pruned Fuji apple tree, glanced over at Sarah. Her orchard was a patchwork quilt of different apple varieties, each tree unique in its shape, size, and color. He shook his head in amusement, calling out, “Sarah, have you ever considered specializing? One strong, resilient variety like my Fujis would surely bring in more profit.”
Sarah, cradling an apple from her flagship tree — a variety she had developed over years — looked at John and chuckled. “John, not everything in life is about maximizing profit. Each of these trees, each apple, has a story to tell, a contribution to make.”
A skeptical grin crossed John’s face. “A contribution? To who? The birds and the worms?”
Sarah’s eyes twinkled as she answered, “To the community, John, to the land, and yes, even to the birds and the worms. You see, every apple from my orchard adds to the richness of our ecosystem in its unique way. That is their contribution.”
John, intrigued but still not convinced, asked, “And how exactly do you measure such…contributions?”
Sarah, holding her apple up to the light, answered, “In their impact, John. I document everything that matters to me in the communal Iris. It’s a cognicist ledger that captures more than just transactions — it chronicles intentions, contributions, and impacts. An apple that feeds a family, or an apple that returns to the soil to nourish the land — it all adds to my Ŧrust. For me, an apple’s worth is not just its price, but the difference it makes.”
John chuckled, shaking his head, “That sounds like an awful lot of thought for an apple.”
Sarah returned his chuckle with a gentle smile. “It’s not just about the apples, John. It’s about what we leave behind — our legacy. While your methods may bring in immediate profit, my orchard is a testament to a sustainable, regenerative future.”
The gulf in their values was evident. John viewed his orchard purely as a source of income, his trees as commodities. In contrast, Sarah saw her orchard as an ecosystem, a thriving testament to the interconnectedness of life. Their divergent perspectives, symbolized by their respective orchards, foreshadowed the unfolding narrative — a tale of contrast and conflict, resilience and change, embodying two paths for the future.
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As time passed, Sarah’s concern for John’s orchard continued to grow. His uniform rows of Fuji apple trees were an ecological monoculture, standing as a potential breeding ground for a devastating fungal disease. Sarah could already see the leaves on his trees changing from vibrant green to a disconcerting brown, foreshadowing the trouble brewing.
One warm summer evening, Sarah decided to share her fears with John. “John,” she started, her tone firm but gentle, “Your orchard is vulnerable. A single fungal outbreak could not only wipe out your trees but spread to our orchards as well.”
John, nonchalantly crunching on a Fuji apple, dismissed her concerns. “Sarah, I’ve been in this business for years. My orchard has always thrived, and I’ve got fungicides as backup.”
Unswayed, Sarah sighed at his retort, frustration creasing her brow. “John, fungicides are not a solution; they are a temporary fix. A resilient ecosystem requires diversity, not chemicals.”
Realizing she couldn’t sway John’s perspective, Sarah turned to her global network of cognicists by staking a claim through her communal Iris. Her years of responsible stewardship had earned her respect and Ŧrust within this community, and she leaned on it now to rally support for her cause.
“I fear a fungal outbreak is imminent in our orchards,” she shared on the platform, “John’s practices are putting us all at risk. We need to act.”
The cognicist network recognized the value of Sarah’s judgment and foresight and quickly came together to provide resources and knowledge, aiming to create a barrier between John’s monocrop Fuji trees and her flagship tree. While the resources were freely gifted, Sarah and those who contributed took the time to detail the reason for the gifts by describing the intention and the future they hoped these resources would help secure. Following the important conversations with these contributors, each communal Iris distilled the discussions into the most salient points. These points were then written to the global record, allowing future reflection and examination to verify whether Sarah’s prediction eventually materialized.
As the growing season progressed, Sarah’s prediction tragically came true: The fungal disease infiltrated John’s orchard, leaving his once-thriving Fuji apple trees withered and lifeless. The blight didn’t stop there, as it soon spread to the smaller farms that had been relying on John’s rootstock. Desperation and uncertainty loomed over the once-lush lands as the farmers struggled to imagine a future for their devastated orchards.
In the aftermath of this massive outbreak, a visibly shaken John saw an opportunistic avenue amidst the ruins. Though shaken, he was still financially sound in general. Still driven by his pursuit of profit rather than recognizing the consequences of his actions, John eyed the struggling farms as a potential new venture. He grasped the chance to capitalize on their misfortune, offering to buy their land and transform the decimated orchards into lucrative suburban developments. “I can offer you a quick way out of your troubles,” John suggested to the affected farmers, his insincere compassion barely masking his predatory intent. “Sell me your lands, and you can start anew elsewhere.”
However, the cognicist network, led by Sarah, intervened with a different proposal. They presented the vision of regeneration, of restoring the farms back to life using sustainable and diverse agricultural practices.
“We stand with you,” Sarah promised the struggling farmers. “There’s another way out of this. We can help you restore your lands, ensuring they flourish once again. We know how much your home and your memories are connected to this land, and our goal is to help you bring that back.”
Motivated by their connection to their land and the memories embedded within it, the small farmers chose to rebuild rather than accept John’s offer. They understood that rebuilding would take work, but it felt more tenable thanks to the support of the community. Having witnessed the cognicist network in action, the farmers trusted that this collaborative approach could genuinely help them.
Sarah staked her commitment to help the small farmers via her local Iris, and by following through, she and the farmers were able to earn Ŧrust in different ways. Together, they worked to regenerate the small farms with sustainable and diverse practices, fostering a resilient and vibrant future for them, their land, and their community.
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John, once a successful but profit-driven entrepreneur, found himself in a downward spiral of failed schemes and rejection. His pursuit of personal gain left him isolated and disconnected from opportunities, leading to a state of profound depression and self-reflection.
The compassionate cognicists, usually known for their kindness, remained cautious about rebuilding trust with John. They recognized the debt he owed to the community and understood that true transformation required genuine actions and a deep understanding of the community’s values.
During his lowest point, a chance encounter brought John face-to-face with a compassionate cognicist who listened attentively to his story. John shared the tale of his idealistic past, driven by a vision of positive change for his community. However, his pursuit collided with the harsh realities of the capitalist system.
As John recounted his journey, he revealed the hardships he endured — exploitation, broken promises, and financial ruin. These experiences scarred him emotionally and led him to adopt a self-protective mindset, prioritizing his own interests above all else.
Moved by John’s story, the compassionate cognicist empathized with his struggles and recognized the need for genuine transformation. They shared their own stories of personal growth and the path they took to change. Through deep conversations, they explored the root causes of John’s capitalist mindset.
The cognicist opened up to John, stating that trust from others would take time to rebuild and that actions were needed to demonstrate his transformation. They highlighted the importance of helping others and suggested finding a way to utilize John’s resources to make a positive impact. They questioned John about his original intentions and how he had become disconnected from them.
John sat, his brows furrowed in thought, his heart heavy with the realization of his own shortcomings. He admitted, his voice a low murmur, “I’ve lost sight of who I once was, of the dreams I held so dear. I’ve become so caught up in the game, the relentless pursuit of winning… that I’ve forgotten what truly matters.”
The cognicist, understanding in their gaze, responded, “We’ve all been there at one point or another, John. But remember, the game we’re playing here is different. It’s not about outdoing one another; it’s about uplifting each other, fostering self-sufficiency, and creating a nurturing community.”
At this, they paused, gesturing around the room, as if the very walls of the meeting place echoed the sentiment. “Consider the impact of your actions, John. Every decision we make ripples through this interconnected web we call a community.”
As the words resonated in the silent room, John found his thoughts wandering back to a memory long forgotten. A slow, soft smile tugged at the corners of his mouth. He found himself transported back to his grandmother’s cozy kitchen, the smell of simmering applesauce wafting through the air. The taste of his childhood favorite, blackberry-infused applesauce, seemed to dance on his tongue as he relished in the nostalgia. He closed his eyes, letting the memory take hold, bringing him back to a simpler, innocent time.
As a young boy, he’d spent countless hours in his grandmother’s kitchen. He remembered the sweet, spicy aroma of simmering apples, the hum of the radio playing an old tune, and his grandmother, with her soft smile, always busy with a culinary project. Her applesauce was the talk of the town, a delicate blend of flavors that warmed the heart. But for young John, there was always something missing.
One summer day, as his grandmother was busy tending to her chores, John found himself eyeing the bowl of fresh blackberries he’d picked earlier from the backyard. Acting on a whim, he seized a handful of the juicy berries, mashing them into the simmering pot of applesauce. He watched with wide-eyed fascination as the sauce turned a deep purple, the tartness of the blackberries melding with the sweetness of the apples.
When his grandmother discovered his culinary intervention, she was initially taken aback. But the taste test turned surprise into delight. The fusion of blackberries and apples created a symphony of flavors that was undeniably enchanting. That’s when John first dreamed of sharing this unique creation with the world.
Fast forward years later, the young boy, now a man, launched a venture to realize his childhood dream. He purchased acres of land, cultivating apple orchards and blackberry bushes with the vision of producing blackberry-infused applesauce on a grand scale. Yet, he soon found himself entangled in a web of farming complexities — weather volatility, destructive pests, and unyielding market dynamics.
The dream began to sour as debts piled up, echoing the bitter reality of his failing venture. In the face of adversity, John retreated, abandoning his beloved blackberries and pivoting his focus towards his profitable apple orchards. He had tried to weather the storm alone, steadfast in his resolve but deeply isolated.
But as the cognicist’s words lingered in the air, John began to see a new path. It wasn’t a journey he had to embark on alone, but rather an adventure that could be shared with a community. A community that could come together, pooling resources, knowledge, and resilience to create something meaningful. John felt a spark of hope, his childhood dream once again appearing attainable. This time, however, it was not just his dream but a shared aspiration of the community.
Following John’s heartfelt revelation, the cognicist’s gaze softened, reflecting a flicker of genuine passion that lay hidden beneath the entrepreneur’s tough exterior. They paused for a moment, gathering their thoughts, before speaking. “John, your dream… it’s not only possible, it’s meaningful. It aligns with our core values as cognicists. But to make it a reality, we need to reimagine our approach. By harnessing the power of our collective wisdom, we can conquer the challenges that you’ve previously faced.”
The cognicist’s eyes met John’s, empathy clear in their gaze as they continued, “Your struggle, John, is one we understand. The complexities of ecosystem stewardship can be overwhelming when tackled in isolation. The seeming randomness of weather patterns, the unpredictability of pests, and the volatility of the market, they all lead one to seek simplicity, to make things manageable.”
Drawing a deep breath, they forged ahead, their voice imbued with conviction, “This is where our cognicist network can change the game. We offer a toolset that expands your perception, that helps you retain long-term memories and discern local patterns more effectively. It enables you to navigate the complexities, allowing you to take more accurate actions towards your goals, and ensuring those goals serve both you and the community.
Continuing, the cognicist gently yet firmly imparted, “And there’s more, John. In this network, when unexpected events strike — as they inevitably do — we aren’t left alone to deal with the aftermath. Cognicists are not just encouraged but incentivized to aid each other, for by assisting you, they earn Ŧrust themselves. Our ledger seeks to minimize the occurrence of large-scale unwanted uncertainties.”
The cognicist’s hand swept the air as if tracing an invisible thread, linking one thought to another. “By reflecting on the sequences of decisions that led to undesired outcomes — like the fungal spread that disrupted your crops in the past — cognicists have the opportunity to earn trust in multiple ways. We don’t shy away from confronting the conflict between our human aspirations and the dynamic forces of nature that surround us. Instead, we openly address them, and we collaborate to find the most harmonious alignment.”
A spark ignited in John’s eyes, a glimmer of comprehension, and, more importantly, hope. The struggle of his past, the failure of his solitary venture, no longer seemed a personal defeat. It was a part of a larger system, a shared challenge that could be mitigated through collective wisdom and effort. He had entered the room a hardened entrepreneur, but he was beginning to see a new path — one where his original vision and community wellbeing could coexist and even thrive.
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In the story of Sarah and John, the Iris, a Democratic Large Language Model known as a cognicist ledger, plays a pivotal role in observing, encoding, and analyzing the willingly shared intentions, actions, and impacts of both individuals and the community. By encoding their decisions and the rationale behind them within a cryptographic decentralized datastore tied to unique IDs and timestamps, the Iris effectively tracks and builds a moving representation of their belief systems and mental models over time. This process emphasizes shared understanding, aligned values, and possible synergies between actors, providing a framework for regenerative practices crystallizing into broader community initiatives. Importantly, the Iris doesn’t observe anything that isn’t shared, and its approach allows for users’ information-sharing to be tempered by choice.
The Ŧrust mechanism is central to this tale as it operates based on individuals’ reliability, alignment with communal values, credibility, and past performance within varying semantic and temporal contexts. Notably, Ŧrust is not aggregative like wealth — it neither piles nor is exchangeable — but it is contextual.
In this story Sarah has Ŧrust in the context of apple farming and she is amplified to others who would be interested in providing care and know how to. It would not earn her amplification or Ŧrust with voices in the network outside of the context of what she was discussing as a need unless it directly affected others in the future.
Although the conflict between Sarah and John may appear to have limited reach, its effects resonate far beyond their immediate circumstances. Apples hold widespread appeal, and when multiple farms suffer production losses, the impact ripples outward, affecting a broader community. The Iris, powered by cognicist technology, unveils the interconnected nature of these consequences by tracing the cascading effects back to the discussions and decisions that set them in motion. Within this framework, Ŧrust emerges as a dynamic force, guiding the allocation of attention in collective decision-making processes. This ensures that the perspectives and concerns of those impacted are acknowledged and given due consideration.
Just like trust in the traditional sense, the dynamics of Ŧrust change over time based on an individual’s actions within different contexts. In Sarah’s case, her commitment to stewardship and sustainability results in increased Ŧrust over time within the cognicist network of farmers. Contrarily, John experiences decreased trust in the natural world due to his myopic focus on profit and people’s perception of him. Ŧrust serves as a tool to extend trust across time and hold people accountable in a fluid and dynamic way that empowers regenerative futures.
It is important to keep in mind that while Sarah’s Ŧrust is made concrete in the network, people still have their natural perception of their trust of John even if he does not stake to the record yet. Trust still exists and often can and will supersede the perceptions of the Iris. However with time there are clear incentives to value the output of the Iris as it is trusted to represent a overview of the communal perception at large.
While John’s natural trust may be intangible, Sarah’s Ŧrust can be established by interfacing with Sarah’s local Iris. Sarah’s contributions to social impact are made clear by her iterative relation with this Iris documenting her contributions to her community at large. Sarah’s past work and knowledge shared to the ledger had been actively used and sourced all over the world by others who might not even know her personally. When her need arises due to potential fungal threats, the model amplifies her need by sourcing her logged claims of need to other Irises in the network. These claims act as opportunities for other people to earn Ŧrust themselves by collaborating to prevent a globally unwanted outcome — spreading of fungal disease throughout apple orchards locally knowing that John also sells rootstock and the locality supplies apples and rootstock to a wider market. As such, Sarah’s needs resonate within the cognicist network, and people from various locations respond to her request for resources and help in addressing the impending fungal crisis.
Sarah’s foresight played an essential role in saving her unique apple variety, but she couldn’t convince the smaller farms beforehand. Foresight is only useful to those who listen and take action to avoid unwanted futures. The allegory of intertwined trees represents the importance of recognizing the impacts of actions on a network and the cascade of effects that can result from them.
After the fallout, as John undergoes transformation by realizing the consequences of his profit-driven actions on both society and environment, he engages in introspective conversations facilitated by Iris’ attention distribution feature which empathically weighs relevant sources’ voices within a conversation topic — such as John’s struggle in this case. The Iris dynamically pulls in past situations that make John feel understood and held by a larger community. In these conversations, he encounters a compassionate cognicist who helps him reframe his perspective, allowing him to recognize the importance of aligning himself with community values and rekindling his original passions rather than solely focusing on financial success.
During this transformation process, John’s evolving staked beliefs are continuously tracked by the Iris. As he moves toward embracing sustainable practices aligned with community values, his Ŧrust begins to readjust accordingly. In rebuilding his Ŧrust and reputation, John self-directs and exercises autonomy in deciding how to earn back trust within the cognicist network. He chooses a path that feels authentic to him while still earning a living within the capitalist system as he learns the ropes of this new approach.
He understands that some cognicists primarily use gifting and avoid monetary exchanges, but as a newcomer to this outlook, John decides to live in both worlds for now. By helping others through various means, including sharing knowledge and resources or offering his products at fair prices that consider environmental impact and community needs, John gradually earns back Ŧrust in the network.
The intertwined branches of Sarah and John’s trees symbolize the interconnectedness of their belief systems — even if they originate from different perspectives. Under the guidance of the cognicist technology, their evolving narratives demonstrate how these contrasting belief systems can come together to create synergistic and sustainable outcomes for both individuals and their community as a whole.
As Sarah and John’s intertwined trees grow stronger, their story culminates in a powerful realization that the collective strength of a community is not derived from homogeneity but rather from its diversity and ability to adapt. In the same way that a forest thrives through the symbiosis of various species, human communities flourish when diverse belief systems harmoniously coexist, collaborate, and learn from one another.
The Iris serves as both an enabler and a catalyst, empowering individuals to navigate their shared existence while fostering an environment where unique perspectives contribute to the overall resilience of the community. Rather than imposing rigid structures, the Iris nurtures trust, empathy, and cooperation in an ever-changing landscape.
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ALLEGORY EXPLAINED
In the context of neural structures and belief spaces, the orchards can be seen as the mental models or belief systems of Sarah and John. Each tree in the orchard represents a specific belief or piece of knowledge, and the overall orchard represents their understanding of the world.
Sarah’s orchard is diverse and integrated, embodying a cognicist approach that values diversity, stewardship, and long-term impact. Her mental model considers the broader community and ecosystem, accounting for the value of each piece of knowledge and its interplay with others.
John’s orchard, with its single variety of apple tree, represents a more narrow, capitalist mentality. This perspective is geared towards maximization and uniformity, focusing on short-term gains without considering the broader implications. His mental model, or belief space, is streamlined and efficient but lacks resilience and diversity.
The intertwining branches of the two flagship trees represent the interconnectedness of belief systems and the reality that actions in one domain (or belief system) can affect others. Because they are intertwined an inate danger exists from John’s tree and Sarah’s tree being entangled.
The Cognicist Ledger, or Iris, represents a mechanism for accountability and transparency. By recording intentions, contributions, and impacts rather than mere transactions, it creates a broader, richer picture of actions and their consequences. This ledger enables the community to reward actions that align with their collective values, fostering a cooperative, sustainable, and regenerative system. In contrast, in the absence of such a ledger, there’s no accountability for actions that might disrupt the ecosystem or the community, such as John’s monoculture approach.
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GLOSSARY
FourThought: Throughout the story, FourThought serves as an essential cognitive framework for facilitating the development and exchange of ideas, capturing various aspects of the dialogue between the characters and the community. The process enables an effective means of capturing critical thoughts in the form of predictions, statements, questions, and reflections, as well as valuing differing moral and uncertainty perspectives. As a fundamental element of the cognicism framework, FourThought fosters constructive discourse, enabling adaptation, accountability, and collaboration within the community. The ever-present influence of the FourThought protocol provides a structured and dynamic foundation for decision-making, knowledge creation, and sustainable strategies amid a constantly evolving narrative.
Predictions: Sarah predicts a fungal outbreak in John’s orchard, understanding the vulnerability of monoculture. She actively shares her concerns with the cognicist network, which later comes true, devastating John’s orchard. Sarah’s prediction exemplifies the aspect of “prediction” in the FourThought process.
Statements: Sarah explains her commitment to regenerative practices in her conversations with John, emphasizing the importance of diversity in her orchard. John describes his capitalist mindset and focus on profit as a reason for maintaining a single variety in his orchard. These are examples of statements that express their thoughts on a topic.
Questions: John questions Sarah about regenerative practices and measuring the value of her diverse apples. The compassionate cognicist asks John about his initial intentions and his disconnection from the values he once held. The questions posed help stimulate dialogue, fostering deeper understanding and learning.
Reflections: John shares his journey and past experiences, including his initial aspirations to produce blackberry-infused applesauce, which led to his adoption of a profit-driven mindset. The cognicist reflects on the challenges faced by the collective network while balancing human aspirations with environmental needs. Reflections allow for introspection and learning from past experiences.
Moral Valence: In the story, Sarah’s decision to prioritize stewardship and sustainability has a positive moral valence within the context of her local Iris, as it aligns with communal values. On the other hand, John’s profit-driven focus represents a negative moral valence, as his practices threaten the ecological balance and the sustainability of the community. Sarah’s conversations with the cognicist network and the moral implications of her actions exemplify the concept of moral valence in assessing the ethical implications of different agricultural practices.
Uncertainty: The uncertainty in the story is twofold. First, the uncertainty about whether the fungal outbreak would indeed occur in John’s orchard. Second, the uncertainty about whether John could genuinely transform his mindset and practices to align with cognicist values. The degree of doubt within the cognicist network members related to Sarah’s prediction and the suggested pathways for John’s transformation highlight the concept of uncertainty.
Loss Function: While not explicitly mentioned, the loss function helps the Iris model adjust its attention and understanding to weigh competing beliefs and contributions within the community, as Sarah’s concerns contrast with John’s approach.
Semantic Ledger: The shared ledger that stores latent space embeddings and knowledge created within the community. In this case, the communal Iris serves as an interface to the semantic ledger to store the experiences, contributions, and predictions of Sarah, John, and cognicists after the fungal outbreak.
Social Feedback: Throughout the story, the members of the cognicist network provide input and share experiences that help shape the attention allocation and trust distribution within the community. This includes Sarah’s feedback regarding John’s orchard and the intentions behind the advice provided by the compassionate cognicist to John.
Temporal Embeddings: Although not explicitly mentioned, temporal embeddings play a key role in the understanding of actions and events throughout the story. Through cryptographically secured timestamps associated with each claim, the Iris model is capable of capturing and representing various human-level cyclical patterns, such as days, weeks, seasons, and years. The sinusoidal representation of these timestamps enables Iris to recognize and learn from time-sensitive events, such as Sarah’s accurate prediction on the fungal outbreak, the influence of changing seasons on the orchards, and the long-term regenerative solutions offered by the cognicist network. By incorporating temporal embeddings, the Iris model can accurately weigh the relevance of information and events and provide insights that align with the broader community’s needs, values, and experiences.
Belief Staking: Throughout the story, both Sarah and John stake different beliefs connected to their confidence in particular outcomes. Sarah stakes a belief about the vulnerability of John’s monocultural orchard to a fungal outbreak, leading to support and resources from the cognicist network. Later, Sarah and the network members stake beliefs regarding the effectiveness of sustainable, regenerative practices when helping small farmers restore their farms. While initially focused on profit-driven farming, John undergoes a transformation and stakes new beliefs expressing his willingness to change and adopt sustainable practices. The dynamic process of belief staking allows individuals like Sarah and John to continually adapt their beliefs and actions, impacting Ŧrust and credibility within the community.
Social Proof of Impact: The cognicist network’s collective efforts in supporting Sarah’s orchard and helping affected farmers provide social proof of impact. The actions of the cognicists, including Sarah and the compassionate cognicist, demonstrate a positive influence on the community as they actively promote sustainable farming practices.
Prophet Incentive: The story illustrates the prophet incentive when Sarah’s accurate prediction of a fungal outbreak within John’s orchard leads to increased recognition and credibility for her within the cognicist community. Her foresight and proactivity in rallying support through her communal Iris further strengthens her standing in the community, showcasing her dedication to promoting sustainability and collective good.
Source Embeddings: The source embeddings within the story are tied to unique cryptographic IDs, which help in capturing essential reliability and expertise information while also preserving the speaker’s identity. For instance, Sarah’s credibility and trust within the cognicist community are linked to her unique ID derived from her contributions and accurate predictions. Similarly, John’s transformation and subsequent contributions to sustainable practices can be stored and represented through his unique ID.
Regenerative Wisdom Tensors: Although not explicitly mentioned in the story, the collective learning and support provided by the cognicist community to help restore the affected farms and support John’s transformation are adaptive wisdom encoded in the form of regenerative wisdom tensors. The communal Iris model draws upon such accumulated wisdom via the semantic ledger to facilitate rebuilding, renewal, and collaboration within the network.