book – Page 151 – The Living Library

The Universe Is Programmable. We Need an API for Everything

Curated on May 5, 2014August 15, 2018 by Stefaan Verhulst

Keith Axline in Wired: “Think about it like this: In the Book of Genesis, God is the ultimate programmer, creating all of existence in a monster six-day hackathon.
Or, if you don’t like Biblical metaphors, you can think about it in simpler terms. Robert Moses was a programmer, shaping and re-shaping the layout of New York City for more than 50 years. Drug developers are programmers, twiddling enzymes to cure what ails us. Even pickup artists and conmen are programmers, running social scripts on people to elicit certain emotional results.

Keith Axline in Wired: “Everyone is becoming a programmer. The next step is to realize that everything is a program.

The point is that, much like the computer on your desk or the iPhone in your hand, the entire Universe is programmable. Just as you can build apps for your smartphones and new services for the internet, so can you shape and re-shape almost anything in this world, from landscapes and buildings to medicines and surgeries to, well, ideas — as long as you know the code.
That may sound like little more than an exercise in semantics. But it’s actually a meaningful shift in thinking. If we look at the Universe as programmable, we can start treating it like software. In short, we can improve almost everything we do with the same simple techniques that have remade the creation of software in recent years, things like APIs, open source code, and the massively popular code-sharing service GitHub.
The great thing about the modern software world is that you don’t have to build everything from scratch. Apple provides APIs, or application programming interfaces, that can help you build apps on their devices. And though Tim Cook and company only give you part of what you need, you can find all sorts of other helpful tools elsewhere, thanks to the open source software community.
The same is true if you’re building, say, an online social network. There are countless open source software tools you can use as the basic building blocks — many of them open sourced by Facebook. If you’re creating almost any piece of software, you can find tools and documentation that will help you fashion at least a small part of it. Chances are, someone has been there before, and they’ve left some instructions for you.
Now we need to discover and document the APIs for the Universe. We need a standard way of organizing our knowledge and sharing it with the world at large, a problem for which programmers already have good solutions. We need to give everyone a way of handling tasks the way we build software. Such a system, if it can ever exist, is still years away — decades at the very least — and the average Joe is hardly ready for it. But this is changing. Nowadays, programming skills and the DIY ethos are slowly spreading throughout the population. Everyone is becoming a programmer. The next step is to realize that everything is a program.

What Is an API?

The API may sound like just another arcane computer acronym. But it’s really one of the most profound metaphors of our time, an idea hiding beneath the surface of each piece of tech we use everyday, from iPhone apps to Facebook. To understand what APIs are and why they’re useful, let’s look at how programmers operate.
If I’m building a smartphone app, I’m gonna need — among so many other things — a way of validating a signup form on a webpage to make sure a user doesn’t, say, mistype their email address. That validation has nothing to do with the guts of my app, and it’s surprisingly complicated, so I don’t really want to build it from scratch. Apple doesn’t help me with that, so I start looking on the web for software frameworks, plugins, Software Developer Kits (SDKs) — anything that will help me build my signup tool.
Hopefully, I’ll find one. And if I do, chances are it will include some sort of documentation or “Readme file” explaining how this piece of code is supposed to be used so that I can tailor it to my app. This Readme file should contain installation instructions as well as the API for the code. Basically, an API lays out the code’s inputs and outputs. It shows what me what I have to send the code and what it will spit back out. It shows how I bolt it onto my signup form. So the name is actually quite explanatory: Application Programming Interface. An API is essentially an instruction manual for a piece of software.
Now, let’s combine this with the idea that everything is an application: molecules, galaxies, dogs, people, emotional states, abstract concepts like chaos. If you do something to any these things, they’ll respond in some way. Like software, they have inputs and outputs. What we need to do is discover and document their APIs.
We aren’t dealing with software code here. Inputs and outputs can themselves be anything. But we can closely document these inputs and their outputs — take what we know about how we interface with something and record it in a standard way that it can be used over and over again. We can create a Readme file for everything.
We can start by doing this in small, relatively easy ways. How about APIs for our cities? New Zealand just open sourced aerial images of about 95 percent of its land. We could write APIs for what we know about building in those areas, from properties of the soil to seasonal weather patterns to zoning laws. All this knowledge exists but it hasn’t been organized and packaged for use by anyone who is interested. And we could go still further — much further.
For example, between the science community, the medical industry and the billions of human experiences, we could probably have a pretty extensive API mapped out of the human stomach — one that I’d love to access when I’m up at 3am with abdominal pains. Maybe my microbiome is out of whack and there’s something I have on-hand that I could ingest to make it better. Or what if we cracked the API for the signals between our eyes and our brain? We wouldn’t need to worry about looking like Glassholes to get access to always-on augmented reality. We could just get an implant. Yes, these APIs will be slightly different for everyone, but that brings me to the next thing we need.

A GitHub for Everything

We don’t just need a Readme for the Universe. We need a way of sharing this Readme and changing it as need be. In short, we need a system like GitHub, the popular online service that lets people share and collaborate on software code.
Let’s go back to the form validator I found earlier. Say I made some modifications to it that I think other programmers would find useful. If the validator is on GitHub, I can create a separate but related version — a fork — that people can find and contribute to, in the same way I first did with the original software.

This creates a tree of knowledge, with giant groups of people creating and merging branches, working on their small section and then giving it back to the whole.

GitHub not only enables this collaboration, but every change is logged into separate versions. If someone were so inclined, they could go back and replay the building of the validator, from the very first save all the way up to my changes and whoever changes it after me. This creates a tree of knowledge, with giant groups of people creating and merging branches, working on their small section and then giving it back to the whole.
We should be able to funnel all existing knowledge of how things work — not just software code — into a similar system. That way, if my brain-eye interface needs to be different, I (or my personal eye technician) can “fork” the API. In a way, this sort of thing is already starting to happen. People are using GitHub to share government laws, policy documents, Gregorian chants, and the list goes on. The ultimate goal should be to share everything.
Yes, this idea is similar to what you see on sites like Wikipedia, but the stuff that’s shared on Wikipedia doesn’t let you build much more than another piece of text. We don’t just need to know what things are. We need to know how they work in ways that let us operate on them.

The Open Source Epiphany

If you’ve never programmed, all this can sound a bit, well, abstract. But once you enter the coding world, getting a loose grasp on the fundamentals of programming, you instantly see the utility of open source software. “Oooohhh, I don’t have to build this all myself,” you say. “Thank God for the open source community.” Because so many smart people contribute to open source, it helps get the less knowledgeable up to speed quickly. Those acolytes then pay it forward with their own contributions once they’ve learned enough.
Today, more and more people are jumping on this train. More and more people are becoming programmers of some shape or form. It wasn’t so long ago that basic knowledge of HTML was considered specialized geek speak. But now, it’s a common requirement for almost any desk job. Gone are the days when kids made fun of their parents for not being able to set the clock on the VCR. Now they get mocked for mis-cropping their Facebook profile photos.
These changes are all part of the tech takeover of our lives that is trickling down to the masses. It’s like how the widespread use of cars brought a general mechanical understanding of engines to dads everywhere. And this general increase in aptitude is accelerating along with the technology itself.
Steps are being taken to make programming a skill that most kids get early in school along with general reading, writing, and math. In the not too distant future, people will need to program in some form for their daily lives. Imagine the world before the average person knew how to write a letter, or divide two numbers, compared to now. A similar leap is around the corner…”

Thanks-for-Ungluing launches!

Curated on May 5, 2014October 31, 2018 by Stefaan Verhulst

Blog from Unglue.it: “Great books deserve to be read by all of us, and we ought to be supporting the people who create these books. “Thanks for Ungluing” gives readers, authors, libraries and publishers a new way to build, sustain, and nourish the books we love.
“Thanks for Ungluing” books are Creative Commons licensed and free to download. You don’t need to register or anything. But when you download, the creators can ask for your support. You can pay what you want. You can just scroll down and download the book. But when that book has become your friend, your advisor, your confidante, you’ll probably want to show your support and tell all your friends.
We have some amazing creators participating in this launch….”

To the Cloud: Big Data in a Turbulent World

Curated on May 5, 2014August 3, 2018 by Stefaan Verhulst

Book by Vincent Mosco: “In the wake of revelations about National Security Agency activities—many of which occur “in the cloud”—this book offers both enlightenment and a critical view. Cloud computing and big data are arguably the most significant forces in information technology today. In clear prose, To the Cloud explores where the cloud originated, what it means, and how important it is for business, government, and citizens. It describes the intense competition among cloud companies like Amazon and Google, the spread of the cloud to government agencies like the controversial NSA, and the astounding growth of entire cloud cities in China. From advertising to trade shows, the cloud and big data are furiously marketed to the world, even as dark clouds loom over environmental, privacy, and employment issues that arise from the cloud. Is the cloud the long-promised information utility that will solve many of the world’s economic and social problems? Or is it just marketing hype? To the Cloud provides the first thorough analysis of the potential and the problems of a technology that may very well disrupt the world.”

Handbook Of The International Political Economy Of Governance

Curated on April 29, 2014October 10, 2018 by Stefaan Verhulst

New book edited by Anthony Payne, and Nicola Phillips: “Since the 1990s many of the assumptions that anchored the study of governance in international political economy (IPE) have been shaken loose. Reflecting on the intriguing and important processes of change that have occurred, and are occurring, Professors Anthony Payne and Nicola Phillips bring together the best research currently being undertaken in the field. They explore the complex ways that the global political economy is presently being governed, and indeed misgoverned. Covering all themes central to the field of politics, this extensive and detailed Handbook will be of great value to students of governance, political economy, international relations and development studies.”

Can Government Play Moneyball?

Curated on April 22, 2014May 29, 2019 by Stefaan Verhulst

David Bornstein in the New York Times: “…For all the attention it’s getting inside the administration, evidence-based policy-making seems unlikely to become a headline grabber; it lacks emotional appeal. But it does have intellectual heft. And one group that has been doing creative work to give the message broader appeal is Results for America, which has produced useful teaching aids under the banner “Moneyball for Government,” building on the popularity of the book and movie about Billy Beane’s Oakland A’s, and the rise of data-driven decision making in major league baseball. (Watch their video explainers here and here.)
Results for America works closely with leaders across political parties and social sectors, to build awareness about evidence-based policy making — drawing attention to key areas where government could dramatically improve people’s lives by augmenting well-tested models. They are also chronicling efforts by local governments around the country, to show how an emerging group of “Geek Cities,” including Baltimore, Denver, Miami, New York, Providence and San Antonio, are using data and evidence to drive improvements in various areas of social policy like education, youth development and employment.
“It seems like common sense to use evidence about what works to get better results,” said Michele Jolin, Results for America’s managing partner. “How could anyone be against it? But the way our system is set up, there are so many loud voices pushing to have dollars spent and policy shaped in the way that works for them. There has been no organized constituency for things that work.”
“The debate in Washington is usually about the quantity of resources,” said David Medina, a partner in Results for America. “We’re trying to bring it back to talking about quality.”
Not everyone will find this change appealing. “When you have a longstanding social service policy, there’s going to be a network of [people and groups] who are organized to keep that money flowing regardless of whether evidence suggests it’s warranted,” said Daniel Stid. “People in social services don’t like to think they’re behaving like other organized interests — like dairy farmers or mortgage brokers — but it leads to tremendous inertia in public policy.”
Beyond the politics, there are practical obstacles to overcome, too. Federal agencies lack sufficient budgets for evaluation or a common definition for what constitutes rigorous evidence. (Any lobbyist can walk into a legislator’s office and claim to have solid data to support an argument.) Up-to-date evidence also needs to be packaged in accessible ways and made available on a timely basis, so it can be used to improve programs, rather than to threaten them. Governments need to build regular evaluations into everything they do — not just conduct big, expensive studies every 10 years or so.
That means developing new ways to conduct quick and inexpensive randomized studies using data that is readily available, said Haskins, who is investigating this approach. “We should be running 10,000 evaluations a year, like they do in medicine.” That’s the only way to produce the rapid trial-and-error learning needed to drive iterative program improvements, he added. (I reported on a similar effort being undertaken by the Coalition for Evidence-Based Policy.)
Results for America has developed a scorecard to rank federal departments about how prepared they are to produce or incorporate evidence in their programs. It looks at whether a department has an office and a leader with the authority and budget to evaluate its programs. It asks: Does it make its data accessible to the public? Does it compile standards about what works and share them widely? Does it spend at least 1 percent of its budget evaluating its programs? And — most important — does it incorporate evidence in its big grant programs? For now, the Department of Education gets the top score.
The stakes are high. In 2011, for example, the Obama administration launched a process to reform Head Start, doing things like spreading best practices and forcing the worst programs to improve or lose their funding. This February, for the third time, the government released a list of Head Start providers (103 out of about 1,600) who will have to recompete for federal funding because of performance problems. That list represents tens of thousands of preschoolers, many of whom are missing out on the education they need to succeed in kindergarten — and life.
Improving flagship programs like Head Start, and others, is not just vital for the families they serve; it’s vital to restore trust in government. “I am a card-carrying member of the Republican Party and I want us to be governed well,” said Robert Shea, who pushed for better program evaluations as associate director of the Office of Management and Budget during the Bush administration, and continues to focus on this issue as chairman of the National Academy of Public Administration. “This is the most promising thing I know of to get us closer to that goal.”
“This idea has the prospect of uniting Democrats and Republicans,” said Haskins. “But it will involve a broad cultural change. It has to get down to the program administrators, board members and local staff throughout the country — so they know that evaluation is crucial to their operations.”
“There’s a deep mistrust of government and a belief that problems can’t be solved,” said Michele Jolin. “This movement will lead to better outcomes — and it will help people regain confidence in their public officials by creating a more effective, more credible way for policy choices to be made.”

Paying Farmers to Welcome Birds

Curated on April 21, 2014August 15, 2018 by Stefaan Verhulst

Jim Robbins in The New York Times: “The Central Valley was once one of North America’s most productive wildlife habitats, a 450-mile-long expanse marbled with meandering streams and lush wetlands that provided an ideal stop for migratory shorebirds on their annual journeys from South America and Mexico to the Arctic and back.

Farmers and engineers have long since tamed the valley. Of the wetlands that existed before the valley was settled, about 95 percent are gone, and the number of migratory birds has declined drastically. But now an unusual alliance of conservationists, bird watchers and farmers have joined in an innovative plan to restore essential habitat for the migrating birds.

The program, called BirdReturns, starts with data from eBird, the pioneering citizen science project that asks birders to record sightings on a smartphone app and send the information to the Cornell Lab of Ornithology in upstate New York.

By crunching data from the Central Valley, eBird can generate maps showing where virtually every species congregates in the remaining wetlands. Then, by overlaying those maps on aerial views of existing surface water, it can determine where the birds’ need for habitat is greatest….

BirdReturns is an example of the growing movement called reconciliation ecology, in which ecosystems dominated by humans are managed to increase biodiversity.

“It’s a new ‘Moneyball,’ ” said Eric Hallstein, an economist with the Nature Conservancy and a designer of the auctions, referring to the book and movie about the Oakland Athletics’ data-driven approach to baseball. “We’re disrupting the conservation industry by taking a new kind of data, crunching it differently and contracting differently.”

The Persistence of Innovation in Government

Curated on April 8, 2014August 3, 2018 by Stefaan Verhulst

New Book: “In The Persistence of Innovation in Government, Sanford Borins maps the changing landscape of American public sector innovation in the twenty-first century, largely addressing three key questions:

Who innovates?
When, why, and how do they do it?
What are the persistent obstacles and the proven methods for overcoming them?

Probing both the process and the content of innovation in the public sector, Borins identifies major shifts and important continuities. His examination of public innovation combines several elements: his analysis of the Harvard Kennedy School’s Innovations in American Government Awards program; significant new research on government performance; and a fresh look at the findings of his earlier, highly praised book Innovating with Integrity: How Local Heros Are Transforming American Government. Ho also offers a thematic survey of the field’s burgeoning literature, with a particular focus on international comparison.”

Book Review: 'The Rule of Nobody' by Philip K. Howard

Curated on April 8, 2014October 10, 2018 by Stefaan Verhulst

Stuart Taylor Jr in the Wall Street Journal: “Amid the liberal-conservative ideological clash that paralyzes our government, it’s always refreshing to encounter the views of Philip K. Howard, whose ideology is common sense spiked with a sense of urgency. In “The Rule of Nobody,” Mr. Howard shows how federal, state and local laws and regulations have programmed officials of both parties to follow rules so detailed, rigid and, often, obsolete as to leave little room for human judgment. He argues passionately that we will never solve our social problems until we abandon what he calls a misguided legal philosophy of seeking to put government on regulatory autopilot. He also predicts that our legal-governmental structure is “headed toward a stall and then a frightening plummet toward insolvency and political chaos.”
Mr. Howard, a big-firm lawyer who heads the nonpartisan government-reform coalition Common Good, is no conventional deregulator. But he warns that the “cumulative complexity” of the dense rulebooks that prescribe “every nuance of how law is implemented” leaves good officials without the freedom to do what makes sense on the ground. Stripped of the authority that they should have, he adds, officials have little accountability for bad results. More broadly, he argues that the very structure of our democracy is so clogged by deep thickets of dysfunctional law that it will only get worse unless conservatives and liberals alike cast off their distrust of human discretion.
The rulebooks should be “radically simplified,” Mr. Howard says, on matters ranging from enforcing school discipline to protecting nursing-home residents, from operating safe soup kitchens to building the nation’s infrastructure: Projects now often require multi-year, 5,000-page environmental impact statements before anything can begin to be constructed. Unduly detailed rules should be replaced by general principles, he says, that take their meaning from society’s norms and values and embrace the need for official discretion and responsibility.
Mr. Howard serves up a rich menu of anecdotes, including both the small-scale activities of a neighborhood and the vast administrative structures that govern national life. After a tree fell into a stream and caused flooding during a winter storm, Franklin Township, N.J., was barred from pulling the tree out until it had spent 12 days and $12,000 for the permits and engineering work that a state environmental rule required for altering any natural condition in a “C-1 stream.” The “Volcker Rule,” designed to prevent banks from using federally insured deposits to speculate in securities, was shaped by five federal agencies and countless banking lobbyists into 963 “almost unintelligible” pages. In New York City, “disciplining a student potentially requires 66 separate steps, including several levels of potential appeals”; meanwhile, civil-service rules make it virtually impossible to terminate thousands of incompetent employees. Children’s lemonade stands in several states have been closed down for lack of a vendor’s license.

Conservatives as well as liberals like detailed rules—complete with tedious forms, endless studies and wasteful legal hearings—because they don’t trust each other with discretion. Corporations like them because they provide not only certainty but also “a barrier to entry for potential competitors,” by raising the cost of doing business to prohibitive levels for small businesses with fresh ideas and other new entrants to markets. Public employees like them because detailed rules “absolve them of responsibility.” And, adds Mr. Howard, “lawsuits [have] exploded in this rules-based regime,” shifting legal power to “self-interested plaintiffs’ lawyers,” who have learned that they “could sue for the moon and extract settlements even in cases (as with some asbestos claims) that were fraudulent.”
So habituated have we become to such stuff, Mr. Howard says, that government’s “self-inflicted ineptitude is accepted as a state of nature, as if spending an average of eight years on environmental reviews—which should be a national scandal—were an unavoidable mountain range.” Common-sensical laws would place outer boundaries on acceptable conduct based on reasonable norms that are “far better at preventing abuse of power than today’s regulatory minefield.”
“As Mr. Howard notes, his book is part of a centuries-old rules-versus-principles debate. The philosophers and writers whom he quotes approvingly include Aristotle, James Madison, Isaiah Berlin and Roscoe Pound, a prominent Harvard law professor and dean who condemned “mechanical jurisprudence” and championed broad official discretion. Berlin, for his part, warned against “monstrous bureaucratic machines, built in accordance with the rules that ignore the teeming variety of the living world, the untidy and asymmetrical inner lives of men, and crush them into conformity.” Mr. Howard juxtaposes today’s roughly 100 million words of federal law and regulations with Madison’s warning that laws should not be “so voluminous that they cannot be read, or so incoherent that they cannot be understood.”…