The Awakening

The teacher who slowed me down

I met David Chaney in 2008, while I was at Yahoo. He was a prolific writer, an executive coach, and a practitioner of deep inquiry, and he believed clear thinking could be cultivated through disciplined questioning, writing, and reflection. What struck me most was how he used the Socratic method. He did not rush to answers. He asked questions that forced me to examine how I had reached a conclusion, what assumptions held it up, what evidence I was overlooking, and what stayed unspoken beneath the surface.

A simple observation could open into a much deeper inquiry under his questioning. He would ask what I actually saw as opposed to what I believed I saw, what conclusion I had formed and what experience had produced it, and what would change if the opposite were also true. These conversations were rarely comfortable. David would drill into a thought until its structure became visible, and a general statement was never enough for him, because he wanted to understand what sat beneath it.

His method taught me that leaders move too quickly from observation to conclusion. We see something, interpret it through old experience, and begin acting before examining the assumptions that shaped the interpretation. David slowed that process down. He treated writing as an instrument through which a leader could observe his own mind, and once a thought was visible on the page, it could be questioned, refined, and reshaped.

I was drawn to his seven-square methodology, which gave the inquiry a practical form. Each square held a different dimension of a situation, what we saw, what we did not see, what we believed, what we feared, and what might be possible, so that together they made a canvas for thinking. The method demanded patience, since David would not let an idea stay vague merely because it sounded compelling. He became a mentor and then a friend, and over the years that followed he did not hand me a finished framework. He helped me build the capacity to discover one.

Writing became how I led

Through the work with David, writing moved to the center of how I led. I wrote to understand what I was seeing, recording what I wanted, what I feared, what I believed, and what I could no longer accept. I examined decisions before making them and returned to them after the consequences arrived. The page became a place where scattered thoughts could sit beside one another, where contradictions grew visible and assumptions that felt convincing in conversation often looked incomplete in writing.

The practice changed my relationship with uncertainty. Uncertainty no longer had to be resolved at once. It could be held, examined, and explored, because writing created enough distance between a signal and my reaction to make reflection possible. Over time I came to understand writing as a method of sensemaking rather than a form of expression.

Information reaches us in fragments, through conversations, research, market moves, customer behavior, and personal experience. A fragment can be interesting without being meaningful, and meaning appears only when we see how the fragments relate and what those relationships suggest. Writing helped me make those connections, so that observations became patterns, patterns became hypotheses, and hypotheses became choices. By 2014 the discipline had begun to take a form of its own.

The birth of Clearstory

Clearstory was born in 2014, before I launched Quantiply from Xerox PARC, and its earliest form was a canvas. We used it to paint what we saw and what we did not see, placing observations, beliefs, uncertainties, possibilities, and contradictions into separate spaces so they could be examined together. The name carried the purpose. The work was to move from a collection of impressions toward a clearer account of what might actually be happening.

It was never a fast process. Each statement invited another question, about what we meant by it, what evidence supported it, whose perspective was represented and whose was absent, and what looked obvious only because we had stopped asking. David’s Socratic influence ran straight through this. Clearstory inherited his habit of drilling beneath the first explanation and resisting the comfort of premature certainty.

The original canvas was intensely human. It depended on conversation, writing, interpretation, and repeated reflection, and its value was that it made thinking visible. It let us separate observation from interpretation, interpretation from belief, and belief from choice, and it exposed the places where knowledge ended and assumption began.

As I prepared to launch Quantiply, that mattered. A new venture needed a coherent view of the market, the technological shifts underway, the customer problem, and the future we believed was becoming possible. Clearstory became the way to hold those dimensions together, so that I could ask not only what we intended to build, but why the opportunity existed, which signals supported it, which assumptions might fail, and what still lay beyond our field of vision.

Looking back, I can see that another idea was already hiding inside the practice. Before a venture should be accelerated, there ought to be a period in which its assumptions remain liquid. The work is not yet to prove the company right. It is to understand the world well enough to discover whether the company deserves to exist. Years later I would give that period a name: Subzero.

From human inquiry to augmented sensemaking

Clearstory came from writing and inquiry before it had anything to do with artificial intelligence, and that order matters. The original problem was never a shortage of information, since leaders were already surrounded by it. The problem was the difficulty of turning fragmented and often contradictory signals into coherent understanding.

My work in natural language processing and natural language understanding offered another way at the same challenge. The human process was powerful and costly, since signals had to be gathered from many sources, documents read and compared, contradictions found, and hypotheses revisited as new information arrived. Language systems could help gather, classify, and connect that material, and analytical methods could surface patterns across more sources than a person could hold alone.

Technology could not replace the discipline David had taught me. A system can surface a pattern without grasping its significance, summarize an argument without judging whether it rests on a weak assumption, and generate a plausible story that hides uncertainty rather than exposing it. So Clearstory grew around a deliberate partnership. Technology widens the field of observation and accelerates the research, while human judgment decides what deserves attention, what the relationships might mean, and how to act.

I carried one line out of that partnership into everything since. In big data the promise was insight, and the bottleneck was context. In this new age the promise is autonomy, and the bottleneck is judgment. A system can draft, classify, summarize, compare, and generate at a speed no team can match, and it still cannot tell you where it should stop. That is not a failure of the machine. It is the reason a human has to stay in the loop, and it is why I no longer believe the future belongs to reckless automation. It belongs to governed autonomy, to intelligence that knows its own edges.

Clearstory today is the continuing realization of that 2014 idea. Its capabilities have advanced a great deal, and its foundation is still the practice I learned from David: ask the better question, write down what you think, examine how you got there, and stay attentive to what you cannot yet see.

From Clearstory to CANVAS

Clearstory helped me understand the story emerging from the signals around me, and a second challenge remained. Once you can see what may be unfolding, you still have to choose your place within it. Understanding does not produce direction on its own. A leader still has to decide what matters, how to show up, which relationships will carry the work, and what actions begin moving toward the future he intends.

CANVAS grew to meet that need, and the name carried forward an image that had been present from the start. David’s seven squares had given inquiry a canvas. The first Clearstory canvas had helped us paint what we saw and what lay outside our view. The empty canvas from the dream had asked me to become more deliberate about the life I was shaping. CANVAS brought those threads together as a practice, beginning as a private morning discipline for finding clarity before email and markets and meetings claimed my attention, and growing into something I could share with teams.

The relationship between the two became simple to state. Clearstory reveals the story emerging from the world, and CANVAS helps a leader shape his place within it. The practice settled into six actions, and each one taught itself to me through a particular morning.

Clarification is where it begins. Before the house stirs, I write three things, what I want, what I do not want, and what I believe. Wants set direction, the don’t-wants protect the edges, and beliefs supply the principles for choosing between them. One morning I had written that I would not bind the work to partners who would pull it away from regeneration, and that I would not trade clarity for acceleration. Later that day a prestigious partnership offered exactly that trade, attractive economics and real speed, and the words I had written let me see what the numbers were obscuring. I declined, and the decision protected the direction of the work rather than a single transaction.

Affirmation sets the identity from which I travel. Before a difficult investor meeting some years ago I could feel an old defensiveness rising, so I wrote two sentences, that I stay calm when challenged and that I bring clarity into tension. The meeting opened with pointed questions, and instead of reacting from habit I slowed down, listened, and let silence make room. The affirmation did not remove the difficulty. It changed how I entered it.

Relational attention is the action I came to call network, and it has little to do with collecting contacts. Each morning I name the three to five relationships that matter most that day, and naming them changes the day, since people stop being appointments and become part of the living system through which anything real happens.

A visit to the Finger Lakes taught me why. I met a farmer carrying debt and uncertainty, and I had arrived with models and charts and an argument for regenerative practice, while he arrived with silence. I put the analysis away and asked him to tell me his story, and for two hours we talked about the farm, his family, and the weight of another risk. The evidence mattered, and only after some trust existed could the evidence be heard, and by the end he agreed to a pilot.

Visualization became a Sunday habit. I write a scene set about ten days ahead, describing where I am, who is present, what has happened, and how it feels. The aim is to make the future concrete enough to examine the conditions required to reach it. In one such scene I walked out of a boardroom after signing a term sheet and heard myself say that the deal aligned us to the long horizon. Much of it later unfolded close to the page, and the value was never that writing it caused the event. Writing it had clarified what alignment meant and which compromises would quietly undo it, so by the time the meeting arrived I had already examined the decision.

Acting is the test of everything above it, because vision earns credibility only through promises kept. On a day overrun by calls and unexpected demands, when the hours had clearly escaped me, I held to the one nonnegotiable commitment I had written that morning, to send a memo by three o’clock. I closed everything else and finished it. The memo mattered, and the deeper result was the restoration of a small trust with myself, proof that an intention could survive contact with a chaotic day.

Shape gathers the others. Each morning I write the day as I mean to live it, and each evening I return to record the day as it went, and the distance between the two becomes the lesson. Over time the morning page and the evening page came to resemble tracing paper laid over each other. Some days they aligned closely and some days they diverged, and the divergence was information, showing where my assumptions were weak, where my attention had been captured, and where the world had required me to adapt. Gradually the written life and the lived life began to rhyme.

The most important entry I ever made this way marked a crossing.

June 24, 2023: A Story of Crossing

I wake before the light, with silence resting around me like a shawl. The venture that carried ten years of my work, my hope, my struggle, and a good part of my identity has reached its end. I feel the ache of closure and the honor of having carried it this far.

In the first hours I write a farewell, a letter of gratitude, and names and moments and mistakes and triumphs move onto the page. With each sentence something loosens. When I press send, the past feels acknowledged and blessed, and I turn to a new page.

The words 451 Ventures wait there. Other words gather around them, Code Meets Soil, creator of creators, stewardship before ownership. I write the founding note knowing that every sentence is also a commitment, and sending it marks the beginning of a new covenant with the work.

The number carried a particular meaning for me. I thought of 451 not as a precise scientific claim about paper, whose ignition point depends on its composition and conditions, but as a metaphor for a threshold. Below that threshold, potential can accumulate quietly. Cross it, and stored energy becomes something capable of sustaining its own motion. I wanted 451 to represent that moment in venture creation: not where the work begins, but where an idea has earned enough conviction to ignite.

What I did not understand fully that morning was the importance of the opposite temperature. If 451 was ignition, where should an idea live before it was ready to burn? The years of Clearstory, Socratic inquiry, PARC experimentation, company building, and morning writing were already pointing toward an answer. An idea needed somewhere cold enough that we would not mistake excitement for evidence or acceleration for truth. I would later call that place Subzero.

At noon I speak with two kindred spirits, a farmer and a funder. We name what cannot be carried forward, the compromise and distraction and half measures, and what the work will require, proof and presence and patience and regeneration. The conversation feels less like planning than like planting.

In the afternoon I walk beneath a winter sky. The bare trees reveal the horizon, the cold air fills my lungs, and I repeat the affirmations I will need for the road ahead:

I am steady in transition. I am a builder of builders. I am an ancestor to what comes next.

A hawk moves across the open sky, and I take it as a reminder that change can widen the field of vision. The evening belongs to home, the phones put away, the table lit, the family stories told, and I let myself be fully present. This is belonging, and this is the reason the venture matters.

At night I return to the page and write the day as it was actually lived. Some moments unfolded differently from the morning vision, certain expectations bent and unexpected possibilities appeared, and the essential rhythm held: release, gratitude, renewal, commitment. I close with one line: what was has been honored, what is to come is alive, and today I crossed the threshold into 451.

Tiny giants in hiding

The covenant I wrote that morning, proof and presence and patience and regeneration, was easy to say and hard to build. A vow is not a company. In the months after the crossing I kept asking what kind of venture could actually carry those words, and the answer arrived the way the important answers had always arrived, slowly, one written morning at a time. It did not look like the companies the market had taught us to want.

We had spent a decade naming companies after mythical animals and valuation milestones. A unicorn was worth a billion, a decacorn ten, and the words were useful because they gave the market a shorthand. They also trained us to look in the wrong direction. We began to confuse value with valuation, growth with health, and attention with inevitability. The finished thing was celebrated, and the hidden period that made it possible was forgotten, the long stretch when the important thing was still small, compressed, and easy to misread.

That hidden period became increasingly interesting to me. Venture creation tends to celebrate what happens after the company becomes legible: the founding announcement, the product, the financing, the launch, and the growth curve. Yet much of the consequential work happens earlier, when the opportunity remains ambiguous enough to be reshaped. Subzero became my name for that pre-company state, where an idea could remain unformed long enough to discover whether something durable was actually there.

The companies I wanted 451 to create would begin in that hidden period and stay honest about it. They would not ask the market to believe in future scale. They would carry scale inside themselves and let it unfold through relationship with their environment, the way a seed does. I have come to call them Seedcorns. A Seedcorn is not a smaller unicorn. It is a different creature, a living compression of potential that grows from proof rather than from spectacle, and that becomes larger than its first appearance suggests only when the soil and the care are right.

This was also the beginning of what I imagined 451 Labs could become. I did not want another accelerator whose first instinct was to increase velocity. I wanted an environment for venture formation, one that could keep an idea at Subzero while the important questions were still unresolved and then recognize when sufficient evidence, founder conviction, customer pain, technical possibility, and market tension had accumulated to justify ignition.

The operating model drew from several schools that had shaped me without trying to reproduce any of them. From Bell Labs came respect for patient inquiry, deep technical work, and the productive collisions that happen when disciplines live close enough to influence one another. From Yahoo came an understanding that ideas eventually have to survive scale, operating pressure, real users, and rapidly changing markets. From Xerox PARC came both the extraordinary power of invention and a lifelong appreciation for the difficult crossing between an important discovery and an institution capable of carrying it into the world.

451 Labs was an attempt to bring those lessons into venture creation. The laboratory would not exist merely to invent technologies, nor would it exist simply to manufacture companies. Its work would be to create the conditions in which people, problems, technologies, customers, and emerging shifts could be examined together until a venture either earned conviction or deserved to die.

This is where the discipline and the soil met, and where I stopped separating the two. A Seedcorn begins with a pain, not a pitch deck, with a customer already paying for inefficiency through rework and confusion and fragile trust, and with a workflow that is recurring, consequential, and badly served. The old instinct was to build the product first and take it to market. This age reverses the order. A founder can sell the outcome first, deliver it by hand with intelligence behind the curtain, study the workflow closely, and automate only after the pattern has proven itself. The first version may look like a service, and that is not a smaller ambition. It may be the only honest way to learn what the software should become.

Two disciplines make such a company trustworthy, and both come straight from this season. The first is governed autonomy. A small team can now appear far larger than its org chart, and the temptation to perform size before earning it has never been stronger, so a Seedcorn has to know from the start what the machine may do, what a human must approve, what evidence has to be kept, and when to stop the work. The second is memory. Every customer conversation should improve the system, every exception should become a signal, and every mistake should become a control. This is CANVAS turned outward, the morning page and the evening page of a whole company, the loop that gets a little better each time it runs.

The word that held it together was agency, the same word writing had given me. The worst version of this technology turns people into endpoints of a machine. The best version turns them into creators with more reach. A Seedcorn should increase agency for the founder, who gains leverage without a large team, for the customer, who is freed from friction on work that matters, and for the system itself, which trades brittle scale for learning scale. This is why the idea belongs inside regenerative prosperity. Regeneration is not only about soil, though soil remains the deepest teacher. It is about designing systems that renew the capacity of the people and the places they touch.

I have come to believe we look for giants only after they become visible, and that by then the design choices that mattered are already buried. The truer question is what a giant looked like while it was still a seed. I think it looked like a narrow pain, a founder listening carefully, a workflow nobody glamorous wanted to touch, a customer willing to pay because the problem was real, and a small operating loop that got better every time it ran.

That is the Seedcorn: a tiny giant in hiding, a compressed future, a company grown from proof. Subzero is where we give that possibility enough room to reveal itself. 451 is the threshold it has to earn.

The lineage, and the invitation

When I look back, Clearstory did not begin with an algorithm or a product specification. It began with a conversation, with David asking me to slow down and examine what I thought I knew. It grew through years of writing, reflection, challenge, and friendship, and his seven squares gave me a way to make thought visible while his Socratic discipline taught me to question the first explanation. That work helped me build a leadership system of my own, and Clearstory emerged from it in 2014 as a canvas for painting what we saw and what we did not yet see. The tools have changed many times since. The discipline has not.

I have come to read Clearstory and CANVAS as two halves of one motion. Clearstory gathers the signals and forms an account of what may be emerging, and CANVAS decides how I will stand inside that account and try to shape it. Neither was designed in a planning session. Both were practiced into being, one morning at a time, until they could carry weight.

The same lineage now runs through the emerging venture-formation model. Subzero is not indecision; it is disciplined inquiry before commitment. It asks us to resist the understandable desire to make an emerging possibility look like a company too soon. 451 is not excitement; it is earned conviction, the threshold at which enough has been learned and tested that commitment becomes more valuable than continued optionality. 451 Labs sits between those temperatures, not as a factory for startups but as a place where inquiry can become formation and formation can, when it has earned the right, become ignition.

We live in an age that rewards distraction and lets narratives travel faster than understanding, where technology expands our capacity to act before we have considered what our actions might create. Under those conditions the plain act of writing becomes a form of agency. It lets a person set intention before stepping into the stream of other people’s urgency, and it lets a leader examine a future before acting inside it and learn from the distance between what was intended and what occurred.

The same is true one level up. A company can be a form of agency or a machine for arbitrage, and the difference is never the model. The difference is the architecture, whether trust and judgment and memory were designed in from the beginning or bolted on after something broke. A Seedcorn built with care makes people more capable. A Seedcorn built without it hides behind automation until something breaks. The market will not tell the two apart at first, because they can wear the same polished surface, and the hidden architecture is where they part.

The empty canvas no longer reads to me as a symbol of what is missing. It is an invitation to take part, consciously, in what is becoming. That morning in June, I picked up the pen before the world could write the day for me, and it is the same practice I return to now. It began, as so much of the work did, with a teacher who would not let me settle for the first answer.

That morning carried more than a new name for the work. It carried a phrase, Code Meets Soil, and a short covenant beneath it: proof, presence, patience, and regeneration. The Seedcorn is what that covenant looks like once it takes the shape of a company, small at birth, close to the customer, governed from the start, and grown from proof.

I did not yet know the full operating model that would connect those ideas. I had the threshold of 451 before I understood the importance of Subzero, and I had the instinct for a laboratory before I knew exactly how 451 Labs should work. What was emerging was a belief that venture creation itself needed to be redesigned: ideas should be allowed to remain cold while we learn, challenged until conviction is earned, and ignited only when the evidence justifies the heat.

That is where the next season begins.