Posts Tagged ‘planning’
“By failing to prepare, you are preparing to fail”*…
Further, in a fashion, to yesterday’s post, a piece by Nate Hagens on preparing for what promises to be (to put it politely) a challenging future. It’s via (R)D‘s old friend Patrick Tanguay (and his wonderful newsletter Sentiers), who does the introductory honors…
Nate Hagens has spent two decades mapping what he calls the “more-than-human predicament,” the interlocking crises of fossil fuel depletion, ecological overshoot, and economic fragility. This piece marks a shift in his focus: the diagnostic work is largely done, and the current moment demands a framework for action rather than further description of the problem. It’s quite long and perhaps a bit dry, but considering the complexity of everything he’s talking about, I think it reaches a nice balance between all the things and “ok, I can read this, sit with it, and have a well ordered map of what needs doing and a framework from which to work.” The framework has four levels—personal psychological grounding, trusted network-building, six broad intervention fronts, and a timeline—premised on the idea that none of the material work is possible without first stabilising the individual (“being human”) and building shared understanding among people who see the situation clearly.
The six fronts—physical infrastructure, ecological intervention, dignity systems for the dispossessed, governance, culture and meaning, and economic transition—are not a menu but an interdependent set of domains where work is needed simultaneously. Some are familiar territory for anyone thinking about collapse and resilience; others are less obvious. Hagens insists, correctly, on including dignity infrastructure for people who will lose livelihoods as supply chains contract and jobs are automated, and treats culture and collective meaning-making as essential rather than supplementary. He also argues directly that ideological critique, however accurate, is not a plan. That the moment calls for moving from naming what’s wrong to building what comes next.
What gives the framework its structure is the timeline underneath it all: three overlapping phases. Phase A is the stability window that still exists in much of the world, and the one in which trust, infrastructure, and institutions must be built while surplus and coordination capacity remain. Phase B is the period of shocks and triage, already beginning in places, where the goal is to hold systems together and prevent cascades. Phase C is the stable destination—regenerative, locally embedded, equitable—that gives the earlier phases their direction. Hagens’ central argument is that what gets built now sets the initial conditions for everything that follows, and that path dependence operates at a civilisational scale.
Most of the positive climate outcomes we are likely to see in the next twenty years will not come from technology, they will come from curtailed economic expansion driven by the very forces I described at the beginning of this essay: war, debt, and energy depletion. We already got a preview of this during the pandemic as economic activity halted. Industrial activity contracting is not a climate policy, but it is a climate outcome. […]
Subsidiarity and local governance capacity: decisions made at the lowest appropriate level, which in many cases is probably much more local than we currently assume. Communities need the ability to govern their own resource allocation when higher-level institutions can’t or won’t. […]
Collective imagination and sensemaking: the role of arts and creative work in helping communities grieve, adapt, and imagine. This is not a luxury, it is how human groups have always metabolized disruption to continue working together. […]
Shared reality and sovereign visioning: the capacity of communities to tell their own story and find their own vision for the future rather than have it told for them by algorithms, demagogues, or strangers with large followings. In a period of disruption, the communities that hold together will have a strong enough shared cultural narrative to metabolize hardship without breaking apart. This is not a soft category, it is essential and has the ability to bear weight. […]
This window is finite, and many of us – especially in the last few weeks – are increasingly aware that it is closing. We just don’t know exactly how fast. But everything that can only be built in stability – institutional trust, physical infrastructure, knowledge transfer, and relationships – has to be built now, in this window, before conditions change. […]
What does it look like? Regenerative, resilient, human-scale, embedded in local ecology, equitable in a way that does not depend on infinite growth to fund redistribution, and rich in meaning, social connection, and all the things that actually make human life good.
Eminently worth reading in full. The logic of Pascal’s wager suggests that we take Hagens’ advice seriously: “What to Do as the World Falls Apart: A Framework for Action,” from @natehagens.bsky.social (via @inevernu.bsky.social).
Evidence that taking action can matter: “Scientists have scrapped the worst‑case climate scenario – because action is making a difference,” from Andrew King.
And a reminder that there’s more action to take: “The world is heading toward a financial crisis – the state of US politics has left us ill-prepared,” from Eduardo Porter.
* Widely (but incorrectly) attributed to Benjamin Franklin
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As we prepare, we might recall that the Academy of the Distrustful was founded in the library room of the Palau Dalmases in Barcelona. A Baroque literary and musical academy with the aim of promoting the study of classical and Catalan history and poetry, mostly in Spanish, by fourteen scholars headed by the noble Pau Ignasi de Dalmases i Ros. In the event, it lasted only several years: during the War of the Spanish Succession several of its members supported Charles III of Austria over (the man who became) Philip V of Spain— and disbanded the group.
On this date in 2005, 2025, the 325th anniversary of its foundation, the Academy was reconstituted as a humanities academy (in the broadest sense of the term) in the Sala Dalmases of the Historical Archive of the City of Barcelona.

“I think it’s much more interesting to live not knowing than to have answers which might be wrong… when we know that we actually do live in uncertainty, then we ought to admit it; it is of great value to realize that we do not know the answers to different questions.”*…
The immense complexity of the climate makes it impossible to model accurately. Instead, David Stainforth argues, we must use uncertainty to our advantage…
Today’s complex climate models aren’t equivalent to reality. In fact, computer models of Earth are very different to reality – particularly on regional, national and local scales. They don’t represent many aspects of the physical processes that we know are important for climate change, which means we can’t rely on them to provide detailed local predictions. This is a concern because human-induced climate change is all about our understanding of the future. This understanding empowers us. It enables us to make informed decisions by telling us about the consequences of our actions. It helps us consider what the future will be like if we act strongly to reduce greenhouse gas emissions, if we act only half-heartedly, or if we take no action at all. Such information enables us to assess the level of investment that we believe is worthwhile as individuals, communities and nations. It enables us to balance action on climate change against other demands on our finances such as health, education, security and culture.
For many of us, these issues are approached through the lens of personal experience and personal cares: we want to know what changes to expect where we live, in the places we know, and in the regions where we have our roots. We want local climate predictions – predictions conditioned on the choices that our societies make.
So, where do we get them? Well, nowadays most of these predictions originate from complicated computer models of the climate system – so-called Earth System Models (ESMs). These models are ubiquitous in climate change science. And for good reason. The increasing greenhouse gases in the atmosphere are driving the climate system into a never-before-seen state. That means the past cannot be a good guide to the future, and predictions based simply on historic observations can’t be reliable: the information isn’t in the observational data, so no amount of processing can extract it. Climate prediction is therefore about our understanding of the physical processes of climate, not about data-processing. And since there are so many physical processes involved – everything from the movement of heat and moisture around the atmosphere to the interaction of oceans with ice-sheets – this naturally leads to the use of computer models.
But there’s a problem: models aren’t equivalent to reality.
So, what can we do? One option is to make the models better. Make them more detailed and more complicated. That, though, raises an important question: when is a model sufficiently realistic to predict something as complex as climate change? When will the models be good enough? We don’t have an answer to this question. Indeed, scientists have hardly begun to study this problem, and some argue that these models might never be sufficiently accurate to make multi-decadal, local climate predictions.
Nevertheless, changing the way we use ESMs could provide a different and better way to generate the local climate information we seek. Doing so involves embracing uncertainty as a key part of our knowledge about climate change. It involves stepping back and accepting that what we want is not precise predictions but robust predictions, even if robustness involves accepting large uncertainties in what we can know about the future…
[Stainforth explains the current state of modeling, efforts to make them better, and the problems those efforts encounter…]
… focusing on high-resolution modelling is dangerous not only because we have no answer to the question of when a model is sufficiently realistic. Investing in this approach also means we don’t have the capacity to explore the uncertainties, which inevitably encourages overconfidence in the predictions that models make. This is a particular concern because Earth System Models are increasingly being used to guide decisions and investments across our societies. Overconfidence in model-based predictions therefore risks encouraging bad decisions: decisions that are optimised for the futures in our models rather than what we understand about the range of possible futures for reality.
By contrast, perturbed physics ensembles and storyline approaches focus on exploring and describing our uncertainties. Placing uncertainty front and centre is important. When we make an investment or a gamble, we don’t just base it on what we think is the most likely result. We consider the range of outcomes that we think are possible – ideally these are characterised by probabilities, although this isn’t always achievable. It’s the same with climate change. We should not only make plans based solely on our best estimate of what might happen. We should also consider the range of plausible outcomes we foresee. Our knowledge of uncertainty is also part of what we know about climate change. We should embrace this knowledge, expand it and use it.
If we understand the uncertainties well, we can bring our values to bear on the risks we are willing to take. Uncertainty therefore needs to be at the core of adaptation planning while also being the lens through which we judge the value of climate policy and the energy transition. In my view, climate researchers and modellers wanting to support society should focus on understanding, characterising and quantifying uncertainty, and avoid the trap of seeking climate models that make reliable predictions. They may well never exist…
A more practical approach to preparing for climate change: “The model of catastrophe,” from @aeon.co
* Richard Feynman
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As we preference plausibility (over predictability), we might send never-ending birthday greetings to August Möbius; he was born on this date in 1790. An astronomer and mathematician, he studied under mathematician Carl Friedrich Gauss while Gauss was the director of the Göttingen Observatory. From there, he went on to study with Carl Gauss’s instructor, Johann Pfaff, at the University of Halle, where he completed his doctoral thesis The occultation of fixed stars in 1815. In 1816, he became Extraordinary Professor in the “chair of astronomy and higher mechanics” at the University of Leipzig, where he remained for the rest of his career. Möbius made many contributions to both astronomy and the math that underlay it: he was among the first to conceive the possibility of geometry in more than three dimensions; he introduced homogeneous coordinates into projective geometry; and he pioneered the barycentric coordinate system… all parts of the intellectual foundation of the complex system modeling described above.
But while he was an influential scholar and professor, he is best remembered for his creation of the “Möbius strip.”
“Before beginning, plan carefully”*…

The marvelous Matt Levine on one of the vexing challenges facing those who preserve themselves cryogenically…
See, if you go to a regular trusts and estates lawyer, she will ask you questions like “if your spouse and children die before you, whom do you want to inherit your estate,” but if you go to a science fiction trusts and estates lawyer, she will ask you questions like “if your frozen head cannot be attached to a fresh body and reanimated in 200 years, but your consciousness can be cloned in a computer simulation, would you like your estate to go to the cloned consciousness or stay with the frozen head?” Meanwhile I suppose if you go to a regular financial planner, he will ask you questions like “how much equity risk are you comfortable taking between now and retirement,” while if you go to a science fiction financial planner, he will ask you questions like “where are you most comfortable investing for the next 200 years, given that you will not be able to change your asset allocation decisions during that time, because you’ll be dead?”
When you are a kid, science fiction is fun because it imagines amazing futuristic technologies. And then you grow up and you realize that what’s really fun are the legal and financial technologies that are called into being by those physical technologies: Sure sure sure reviving a frozen head is great, but how does the frozen head get a credit card? Bloomberg’s Erin Schilling reports:
Estate attorneys are creating trusts aimed at extending wealth until people who get cryonically preserved can be revived, even if it’s hundreds of years later. These revival trusts are an emerging area of law built on a tower of assumptions. Still, they’re being taken seriously enough to attract true believers and merit discussion at industry conferences.
“The idea of cryopreservation has gone from crackpot to merely eccentric,” said Mark House, an estate lawyer who works with Scottsdale, Ariz.-based Alcor Life Extension Foundation, the world’s largest cryonics facility with 1,400 members and about 230 people already frozen. “Now that it’s eccentric, it’s kind of in vogue to be interested in it.”
He and others are trying to answer questions that at times seem more like prompts in a philosophy class.
Can money live indefinitely?
Are you dead if your body is cryonically preserved?
Are you considered revived if you have only your brain?
And if you’re revived, are you the same person?
So many good legal questions — “House considers the revived person to be different in the eyes of the law, in part because a person can’t be the beneficiary of their own trusts” — but also great financial ones.
Here’s one: Should you buy Bitcoin for your long sleep? The argument for Bitcoin is that you can hold it, indefinitely, without relying on anyone else: If you put 10 Bitcoin in a wallet and only you know the private key, and then you die and get frozen and come back in 200 years, no one will have taken your Bitcoin, legal rules about inheritance and perpetual trusts don’t matter, and you don’t need some succession plan for the trustees and financial advisers who will take care of your assets. You just have to make sure you remember your private key as you’re dying. Legal rules can change, human institutions can change, but your Bitcoin is immutable.
The argument against Bitcoin is, of course, what if people stop valuing Bitcoin? Putting your money in Bitcoin is a hedge against change in other human institutions, but it puts a lot of eggs in the basket of one human institution, “treating Bitcoin as money.” It’s a bit weird to bet that that’s more permanent than anything else.
More generally, what is money anyway? “It may be difficult to know what role money will play in a post-[artificial general intelligence] world,” says OpenAI to its investors, and what if OpenAI gets to artificial general intelligence before anyone gets around to unfreezing the heads? You might be leaving your future self all the wrong stuff…
Very long-term planning: “Cryogenics Law,” from @matt_levine via Ingrid Burrington’s wonderful newsletter, “Perfect Sentences” (in this instance, “Sure sure sure reviving a frozen head is great, but how does the frozen head get a credit card?).
* Marcus Tullius Cicero
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As we chill, we might recall that it was on this date in 1983 that the coldest (natural) temperature ever recorded on Earth was registered by the research station at Vostok, Antarctica: -128.5 degrees Fahrenheit (-89.2 degrees Celsius).

We might also note that today– July 20, 2024– is the date on which the action in Octavia Butler’s Parable of the Sower begins: “…in 2024, when society in the United States has grown unstable due to climate change, growing wealth inequality, and corporate greed…”
“The question isn’t ‘what can an economy produce today?’, but ‘what can it learn to produce?'”*…
… and how we do we create the conditions to encourage that learning? Industrial policy, one possible answer, is making a comeback. But as Henry Farrell explains, that raises another challenge…
… For decades, economists have argued that state policy makers lack the requisite knowledge to intervene appropriately in the economy. Accordingly, decisions over investments and innovation ought be taken by market actors. Now, the “market knows best” paradigm is in disrepair. It isn’t just that “hyperglobalization” has devoured its own preconditions, so that it is increasingly unsustainable. It is also that some goals of modern industrial policy are in principle impossible to solve through purely market mechanisms. To the extent, for example, that economics and national security have become interwoven, investment and innovation decisions involve tradeoffs that market actors are poorly equipped to resolve. There are good reasons why Adam Smith did not want to see defense policy handled through the market’s division of labor.
What we now face is a quite different kind of knowledge problem. We lack the kinds of expertise that we need to achieve key goals of industrial policy, or to evaluate the tradeoffs between them. This lack of knowledge is in large part a perverse by-product of the success of Chicago economists’ rhetoric. Decades of insistence that economic decisions be handed off from the state to markets has resulted in a remarkable lack of understanding among government policy makers about how markets, in fact, work. This has a variety of consequences. Policy mistakes are more likely. Market actors find it easier to manipulate the understanding of government policy makers, e.g. as to the extent and kind of subsidies required in particular sectors or for particular purposes.
One way to remedy this is to rethink the kinds of specialist education that public administrators receive, both to ensure that low and mid-level functionaries are better equipped to take the decisions they need to take, and to signal increased prestige for non-traditional forms of policy knowledge. As the sociological literature suggests, elite US policy schools such as the Harvard Kennedy School, Johns Hopkins School of Advanced International Studies and Georgetown University (to name three entirely random examples) play a key role not simply in directly imparting knowledge through education, but in disseminating norms about the kinds of knowledge that are considered to be appropriate for policy decisions. These schools have by and large converged on a framework derived from a watered down version of neoclassical [indeed. one might suggest, neoliberal] economics. I argue that new skills, including but not limited to network science, material science and engineering, and use of machine learning would be one useful contribution towards solving the new knowledge problem…
Assuring access to the right tools and techniques: “Industrial policy and the new knowledge problem,” from @henryfarrell in @crookedtimber.
* Joseph Stiglitz (@JosephEStiglitz)
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As we retool, we might send thoughtfully calculated birthday greetings to Paul Collier; he was born on this date in 1949. An economist who specializes in development, he is a professor at Oxford and director of the International Growth Centre.
Collier is a specialist in the political, economic and developmental predicaments of low-income countries, and is probably best known for his 2007 book, The Bottom Billion: Why the Poorest Countries are Failing and What Can Be Done About It. His philosophy, developed there and in his 2010 The Plundered Planet, is encapsulated in his formulas:
- Nature – Technology + Regulation = Starvation
- Nature + Technology – Regulation = Plunder
- Nature + Technology + Regulation (good governance) = Prosperity
“By far the greatest and most admirable form of wisdom is that needed to plan and beautify cities and human communities”*…

… yes, but in what, Christopher Moon-Miklaucic asks, does that wisdom inhere?
The [Robert] Moses and [Jane] Jacobs debate begins as a disagreement over the future of New York City but ends up becoming a much larger representation of two divergent views of the fate of cities. If Jacobs saw in cities, life, diversity, and complexity, Moses saw infrastructure, efficiency, and the act of building. Robert Caro famously dubbed him the “Power Broker”, symbolizing a top-down, large-scale approach to planning, while Jacobs was seen as the “eye on the street”, in many ways epitomizing a much smaller-scale reading of the city as viewed from the handlebars of her bicycle. Despite looking at the city from different angles, and offering wildly different solutions to improving city life, both Jacobs and Moses were ultimately critics of utopian planners such as Ebenezer Howard, Daniel Burnham, Le Corbusier and other “order obsessed” types. Unsurprisingly, planners have long been fascinated by these two characters, who have been simultaneously celebrated and polarizing. Their disagreements have often served as a proxy of both the power and importance of citizen participation, but also its striking limitations. Today, the debate is being reassessed because despite the romantic allure of Jacobs, the efficiency of the planning process and its ability to strive for change while taking into account a wide variety of needs is still in question, and a longing for Moses’ adept ability to navigate bureaucracies seems to be resurfacing…
[The author unpacks the history of the disagreement, and unpacks the duelling principles/imperatives at work on each side…]
…It might be too simple to say that Jacobs’ view was ethically and morally correct. Clearly, planners should strive to ensure that the will of the people is represented adequately and equally in the plans put forth by developers and local governments. The issue, though, is that Jacobs criticized city planning, but not the “big economic and social forces” that originated many of the projects she opposed. In other words, Moses wasn’t completely alone in his undertaking to shape New York City. There were powerful vested interests behind his actions as well, and his accomplishment was the ability to “get things done” in a manner that most wouldn’t expect of municipal government. If planning is often criticized for being too slow, and even when communities are involved the equity results remain suboptimal, Moses seems to represent an alternative, more efficient approach.
Skepticism of a perfunctory model of citizen participation, which still often rests in procedural and consultative arrangements, may be the reason behind the rehabilitation of Moses and the shifting of the narrative underlying the debate. Perhaps within a context of an ever-changing world that is obsessed with instant gratification, Moses as “America’s greatest builder” is seen as the type of planner needed in order to quickly and efficiently improve current conditions, whereas Jacobs is seen as the “champion of stasis”, content with the status quo and seeking to stifle inevitable change and progress. To some, the Jacobean ideology of community-based planning might represent a decline in the authority and influence of the planner, leading to a nostalgic longing for the golden age of Moses, when planners were considered masters of their domain and free from the bureaucratic shackles that often limit large-scale developments.
Ultimately, the Moses and Jacobs debate remains relevant to planners today because it serves as a proxy for the power and limitations of citizen participation. If the planning sphere often links Jacobs’ life and work to a recently emerging style of communicative action planning, the criticisms of the approach are part of the reason Moses’ legacy is being rewritten. To some, Jacobs’ ideologies have led to a style of city planning that is too cautious and self-reflective, and Moses’ top-down methods symbolize planning that asserts itself in order to focus less on process and more on outcomes. If not slightly alarming, this shift in narrative should lead the planning profession to ask itself a difficult question which lurks within the shadows of this debate: what do we value more, the effects planning decisions have on communities and people, or the physical act of building and getting things done?
A half-century-old debate about New York City’s urban development continues to evoke a multitude of controversies in planning: “Robert Moses, Jane Jacobs, and the Ever-Changing Role of the Planner,” from @chris_moonm in @TDocumentarian.
* Socrates
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As we ponder planning, we might that it was on this date in 1781 that El Pueblo de Nuestra Señora la Reina de los Ángeles (“The town of Our Lady the Queen of the Angels”; in common use, Pueblo de los Ángeles) was settled. By the 20th century it became known simply as Los Angeles.







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