The Obama Campaign’s Digital Masterminds Cash In

Arriving at Caesars Palace after a first-class flight (only the second of his life), he was shown to his room. “I open the door and there’s just this huge, like, double, wall-to-wall window with a view of the strip and a huge king bed,” he said. Over room service, he met with his deputy, Chris Frommann, now 26, and made some last-minute revisions to their proposal. McLean took an iPhone picture of his kung pao chicken and sent it to his wife back in Brooklyn, “to show her that I’d made it,” he joked.

The next morning McLean, Frommann, Grisolano, Smith and a couple of others were escorted through a maze of doors that led them to the casino’s marble-and-glass executive offices, where their meeting went well enough that they scheduled another, to discuss a deal. Later that night they celebrated with a red-meat-and-red-wine dinner at Old Homestead, Caesars’ upscale steakhouse.

Recalling that Vegas trip while sitting at a MacBook Pro-dotted coffee shop in Brooklyn in March, McLean treated his shift from selling Obama to selling Caesars as a small discomfort that was necessary if he wanted to keep working on the technological advancements he and his colleagues developed on the campaign. In a nonpresidential year, no political effort would have the money to finance what he described as the “huge R.& D. project” that the Obama campaign effectively became. The resources for that kind of project could now be found only in corporate America. If companies with big budgets wanted members of Obama’s team to do for them whatever it was that they did for the president, McLean couldn’t see why they shouldn’t answer the call.

Political marketing has usually lagged behind commercial marketing. Companies that spend billions of dollars a year developing ways to make many more billions of dollars a year tend to have little to learn from presidential campaigns, which are generally start-ups aimed at a one-day sale. But the (re)selling of the president, 2012, was an entirely different matter. The campaign recruited the best young minds in the booming fields of analytics and behavioral science and placed them in a room they called “the cave” for up to 16 hours a day over the course of roughly 16 months. After the election, when the technology wizards finally came out, they had not only helped produce a victory that defied a couple of historical predictors; they also developed a host of highly effective marketing techniques that were either entirely new or had never been tried on such a grand scale.

Grisolano and McLean and the others were part of a singular breakthrough in the field of television-ad buying, where about 50 percent of the campaign’s budget was spent, or more than $400 million. Previous campaigns would make decisions about how to direct their television-advertising budgets largely based on hunches and deductions about what channels the voters they wanted to reach were watching. Their choices were informed by the broad viewership ratings of Nielsen and other survey data, which typically led to buying relatively expensive ads during evening-news and prime-time viewing hours. The 2012 campaign took advantage of advanced set-top-box monitoring technology to figure out what shows the voters they wanted to reach were watching and when, resulting in a smarter and cheaper — if potentially more invasive — way to beam commercials into their homes. The system gave Obama a significant advantage over Mitt Romney, according to Democrats and many Republicans (at least those who were not on Romney’s media team). Now A.M.G.’s founders say the company is at the forefront of a move to turn upside down the way the $60-billion-a-year television-ad market has functioned since its start. And they hope to get very rich in the process.

That is essentially the pitch Grisolano began making just before Christmas to the tech whizzes he needed to hire to rebuild the system they used during the campaign. He also offered profit sharing and salaries often commensurate with those being offered by Facebook or Google, who were also recruiting from the Obama campaign.

“You’re sort of involved in this cutting edge of something and see this whole thing on the horizon changing,” Grisolano recounted telling them. “I think that’s exciting.”

McLean, for one, was primed to hear his message. When the election was won last fall, he asked Jim Messina, Obama’s innovative campaign manager — and ardent tech advocate — what he should do with his life. As McLean tells it, and Messina affirms, Messina said, “I’d either go out into the country and run a campaign or I’d go make a load of money.”

A couple of weeks before Election Day, over drinks at the Pump Room in Chicago’s Gold Coast, a safe distance away from the re-election headquarters and its press minders, Grisolano and Erik Smith first let on that there was far more happening in the Chicago campaign office than any of us covering it truly understood. Grisolano told me that the campaign literally knew every single wavering voter in the country that it needed to persuade to vote for Obama, by name, address, race, sex and income. What’s more, he hinted, the campaign had figured out how to get its television advertisements in front of them with a previously inconceivable level of knowledge and accuracy.

Grisolano, a gruff and stocky Iowan, spent years in the shadow of his mentor, Obama’s founding strategist, David Axelrod, happily so, but he now seemed eager for his own recognition. There was also no mistaking that he believed he had figured something out that would be worth a lot of money after the election. He wouldn’t say more, at least not then. But after the election, in February, he began to describe his new business venture to me in detail.

To understand how it works, you must first understand the vast technological engine that powered the campaign but remained largely out of view of the public and the press. Messina, the campaign manager, often boasted about how the Obama 2012 effort would be “the most data-driven campaign ever.” But what that truly meant — the extent to which the campaign used the newest tech tools to look into people’s lives and the sheer amount of personal data its vast servers were crunching — remained largely shrouded. The secrecy around the operation was partly because the president’s strategists wanted to maintain their competitive edge. But it was also no doubt because they worried that practices like “data mining” and “analytics” could make voters uncomfortable.

Using data wasn’t new for the Obama strategists. The 2008 campaign developed the most sophisticated system to date to identify tens of millions of voters and place them into useful categories: those most likely to vote Republican, who would be ignored; those supporting Obama — and how likely they were to vote. That system — based on a complicated scoring method that relied on the processing of reams of data — was first devised by an outside consultant, Ken Strasma. But it was partly managed inside the campaign by an economics forecaster, Dan Wagner, who, at 24, helped perfect it for the campaign’s use. Wagner, who was recruited by A.M.G. but decided to start his own venture instead, seems to exist in two realms. One is digital, where he operates like a Dungeons and Dragons dungeon master, trying to shape the rules to the reality he is creating (“I was a Level 14 wizard or something,” he jokes of the fantasy role-playing game). The other is corporeal, where he is self-deprecating about things like his romantic life. (“Hey, I do ‘Big Data,’ ” he says.) His work on the 2008 campaign has been portrayed in a book, “The Victory Lab,” by Sasha Issenberg. “Here’s where I am in the ‘Victory Lab’ — blah, blah, blah,” he said dryly while turning to his chapter in the copy I was carrying when we met for breakfast at the Ace Hotel in Manhattan one day in May.

Wagner dismisses the notion of “romantic war rooms” operating on political gut instinct as outdated and misguided. His is a hard-data system that rejects anything that is not definitively quantifiable. In the Bush era, strategists boasted about how they could predict voter behavior based upon car and sport preferences, a well-publicized bit of political magic that captured the imaginations of politicians and journalists alike. Wagner’s approach, part of a broader move in politics, cut all of that out; why engage in such divination when you have the time and money to just call voters and ask them about their leanings directly? “We’re trying to predict political preference; we’re not trying to predict whether you buy a car,” Wagner says dismissively.

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Left to right: Gaurav Shirole, Chris Frommann, Chauncey McLean, Will St. Clair. Credit Andrew Hetherington for The New York Times

The campaign couldn’t call the more than 150 million registered voters, obviously. But they could call enough of them in swing states (up to 11,000 a night) to figure out how they — and other people who lived near them, looked like them and earned like them — were likely to vote with an increasing degree of accuracy. In 2008, Wagner and his small team combined information from those calls with any other data they could find — census data, state voter lists and the like — and fed it into algorithms that produced support scores. One ranked how likely swing-state voters were to support Obama on a scale of 0 to 100, and another ranked how likely they were to show up at voting booths. Those scores helped the campaign direct resources toward the right voters, and Obama beat John McCain by 7 percentage points.

But even before the president took office, as the economy was in meltdown, his strategists, looking ahead four years, assumed that his re-election would not be easy. Wagner was assigned to the Democratic National Committee headquarters, where he set out to develop a far more sophisticated version of his analytics system, using bigger computer servers, better data on the nation’s voting-age population and more precise algorithms.

If there was any doubt about the system, it was dispelled after the 2010 special election in Massachusetts for the U.S. Senate seat left vacant by Edward M. Kennedy’s death. For much of the campaign, pollsters for the Democratic candidate, Martha Coakley, showed her ahead. Wagner and his group had their own numbers indicating that Coakley’s support was soft and dropping. His warnings went up the chain to the president, but some strategists dismissed him as if he were a “ ‘dumb kid,’ ” Wagner told me.

After Coakley lost and Wagner’s methods were validated, the Democratic Party poured money into Wagner’s department, which grew from 2 people to 15. Later that year, Wagner’s team developed the prototype for what Messina says he considers “an evolutionary jump”: a newly robust and reliable “persuasion score” that identified how easily individual undecided voters could be persuaded to vote for or against the Democrat in a race, based on how likely they were to show shifts in their preferences in telephone interviews conducted over time.

When Messina started up the Obama re-election campaign in 2011, he gave Wagner the go-ahead to nearly quadruple his team, which was moved to the cavernous office space at the Prudential Center in Chicago. This immediately made his analytics department one of the biggest of its kind in the country.

Obama supported the idea, aides said. But he warned in one early meeting against getting too deep into the data and “slicing the salami too thin,” as his communications director, Dan Pfeiffer, put it to me.

Soon after the office opened, Wagner’s group moved into a separate, windowless room, the cave. Messina said he wanted them to lose all sense of time and to focus. Wagner also cited the secret nature of the work. I once unknowingly wandered near the cave, looking for a bathroom, and a young press aide chased me down and escorted me away. (Because it was also near the kitchen, at the time I thought the aide was concerned I might try to force a metaphor out of an exposed piece of rotting fruit.)

“Anybody who had a computer and a basement as a kid saw the cave as a real opportunity,” Wagner told me. It was packed with about 40 desks, a number that was determined through a contest Wagner held among his staff to figure out how to “best utilize the floor plan.” The result came from “the best combination of square footage per person, subject to constraints: You couldn’t move your arms more than six inches without hitting somebody,” he said. On the back of the door his team would affix pieces of paper with snippets of conversation they heard from people who walked by: “Those people are weird, don’t go in there” or “That’s the secret sauce.” Across one wall there was a large printout of the surface of Mars, a mocking reference to a column in The Wall Street Journal in which Peggy Noonan described a job posting of Wagner’s as “politics as done by Martians.”

In fact, through his postings, Wagner assembled a team that included a biophysicist, who worked at the Stem Cell Initiative at Harvard and three professional poker players. The cave dwellers would take breaks at the Ping-Pong table out in the main offices with their peers; Gaurav Shirole, a 23-year-old data analyst and graduate of the business school at the University of California, Berkeley, who also joined A.M.G., became so good that when the president visited the campaign office during the summer, the staff volunteered Shirole to compete against Obama. (Shirole won, but got in trouble with his mother when she saw the photo of him playing in flip-flops and a T-shirt.)

Yet in truth, their task was daunting. Shortly after Messina opened the Chicago offices, Joel Benenson, the president’s national pollster, conducted a “benchmark” poll that had some sobering results. Roughly a fifth of Obama’s 2008 vote had shifted into the undecided column. “We knew we weren’t going to get all of them,” Benenson said. But the campaign needed to get back many millions of them. And it fell to Wagner’s team to figure out exactly who they were, to a man and to a woman, and then rank them according to a 0 to 10 persuasion score.

As the denizens of the cave were setting out to do that, the digital-analytics team, led by Rayid Ghani, a 35-year-old research scientist from Accenture Labs, developed an idea: Why not try sifting through self-described supporters’ Facebook pages in search of friends who might be on the campaign’s list of the most persuadable voters? Then the campaign could ask the self-identified supporters to bring their undecided friends along. The technique, as they saw it, could also get supporters to urge friends to register to vote, to vote early or to volunteer and donate.

Identifying persuadable friends became a significant undertaking. “We ended up building it from scratch because nothing like that existed,” Ghani told me. The computer code alone was thousands of lines, said Will St. Clair, 25, who helped write it and who also now works with McLean at A.M.G.

The campaign didn’t go into much detail, at the time, about exactly how it used Facebook. But St. Clair put it in fairly stark terms when I talked to him at A.M.G.’s temporary offices in Williamsburg, Brooklyn, in April. They started with a list that grew to a million people who had signed into the campaign Web site through Facebook. When people opted to do so, they were met with a prompt asking to grant the campaign permission to scan their Facebook friends lists, their photos and other personal information. In another prompt, the campaign asked for access to the users’ Facebook news feeds, which 25 percent declined, St. Clair said.

Once permission was granted, the campaign had access to millions of names and faces they could match against their lists of persuadable voters, potential donors, unregistered voters and so on. “It would take us 5 to 10 seconds to get a friends list and match it against the voter list,” St. Clair said. They found matches about 50 percent of the time, he said. But the campaign’s ultimate goal was to deputize the closest Obama-supporting friends of voters who were wavering in their affections for the president. “We would grab the top 50 you were most active with and then crawl their wall” to figure out who were most likely to be their real-life friends, not just casual Facebook acquaintances. St. Clair, a former high-school marching-band member who now wears a leather Diesel jacket, explained: “We asked to see photos but really we were looking for who were tagged in photos with you, which was a really great way to dredge up old college friends — and ex-girlfriends,” he said.

The campaign’s exhaustive use of Facebook triggered the site’s internal safeguards. “It was more like we blew through an alarm that their engineers hadn’t planned for or knew about,” said St. Clair, who had been working at a small firm in Chicago and joined the campaign at the suggestion of a friend. “They’d sigh and say, ‘You can do this as long as you stop doing it on Nov. 7.’ ” (Facebook officials say warning bells go off when the site sees large amounts of unusual activity, but in each case the company was satisfied the campaign was not violating its privacy and data standards.)

By March 2012, Wagner’s team had a workable list of what it deemed to be the most persuadable voters — in total, roughly 15 million of them in the swing states. Messina ordered the campaign to direct a majority of its efforts toward winning them back, one by one if necessary. They could reach many through their Facebook friends and others through more conventional means like e-mail and knocking on doors. But how could the Obama campaign be as targeted and tech-savvy on TV?

The Internet, and specifically social media, may have fundamentally changed politics, but there is still nothing with the power to enrage or inspire like a well-produced television ad (see “47 percent, Romney”). This is in part because of the evocative nature of video, which can be transmitted over the Internet as well. But it’s also because that imagery is typically put in front of people when they are at their most receptive, zoning out on the couch, relaxing, their defenses down.

TV advertising has also historically been the most expensive and least efficient way to reach voters. Commercial TV time is still valued and sold in pretty much the same way as it was when people gathered every night to watch Walter Cronkite. Most advertising is based on audience ratings kept by Nielsen Media Research, which derives its information from a national survey of 22,000 households and smaller surveys in local markets, selected to perfectly represent the American television-viewing population, Nielsen says. Through “people meters” that monitor what specific members of these households are watching in real time and, in some cases, written diaries of its participating families, Nielsen does a reasonably good job of telling advertisers which demographic groups are watching which shows. Nielsen’s ratings categories are still dominated by the broad audience segment known as “adults 18 to 49,” but they can also include smaller groups like “women 18-plus” and “Hispanics.” If Revlon wants to sell its newest shade of lipstick, for example, it knows it can reach lots of women through a show like “Grey’s Anatomy.” If Miller Lite wants to get its shiny blue cans in front of young men in their beer-drinking prime, it knows it can do so through spots on “Jimmy Kimmel Live.”

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Credit Illustration by Steve McNiven. Colors by Andy Cotnam and Simon West.

Political campaigns have typically shown most of their ads during news programs, where they can reach older viewers who are engaged in the topics of the day and, it stands to reason, are most likely to vote. If a pollster identified other broad groups that a candidate wanted to reach, like women or young men, then the campaign could venture out into other shows. Traditionally, “these are the tools that you have,” Grisolano told me one day at his office in Chicago, the L train screeching along the rails outside. “You have programming that overdelivers or underdelivers in broad, sweeping groups.”

The better that campaigns — and all major marketers — have become at identifying precisely whom they want to talk to, the more inefficient the old model can seem. For instance, a campaign may need to win over those 5 percent of independent, female, likely voters who are still undecided, but there is no separate ratings category for them, no precise way to know which shows they are watching. It’s very likely a campaign can speak to some of them through commercials on “Grey’s Anatomy,” but by buying time there, the campaign is spending a lot of money on an audience that is mostly made up of people the candidate actually does not need to speak to.

The 2012 Obama campaign knew it had to be especially efficient in buying television time because it expected to be outspent by the combined forces of the Romney campaign and super PACs, including the American Crossroads organization, co-founded by Karl Rove.

“If we had to withstand being outspent — and nobody wanted to withstand it — but if we had to, we could tolerate being outspent with the people who have basically already made up their mind for us or the people who made up their mind against us,” Grisolano said. “But we were going to make sure that we put the full power of our buy with the people who were swing voters, who were on the edge. So, my task became, how do you create the tools you need to make that a reality?”

Grisolano was going to have one thing at his disposal that no presidential adviser had before him: Wagner’s list of roughly 15 million persuadable voters. But he had no way of knowing if he would be able to reach them with any real precision on TV. He turned to Amy Gershkoff, a young political scientist he met a couple of years before who was making a name for herself grappling with just these sorts of challenges. Gershkoff was 30 years old, had a Ph.D. from Princeton and had developed software that was making political ad buying more efficient. Gershkoff was digging more deeply into the Nielsen data and matching it against information in party-voter lists to get a better read on what shows key voting blocs — not generic television audiences — were watching. She was finding that a campaign could reach many of them in greater concentrations and for less money on cable channels like Lifetime than on more expensive shows with bigger audiences like “The Office.”

Grisolano recommended that Messina speak with her, and Messina hired her to be director of media planning, reporting directly to him. Messina wanted Gershkoff to build a master program that would allow him, as the campaign manager, to decide how to spend the campaign’s advertising budget across all mediums — not just television, but the Internet, radio, print ads and the mail — at optimum cost using real-time polling data to measure how the ads were moving or not moving opinion. (A version of this project would be built by McLean, whom Gershkoff brought with her, and Frommann, his deputy.)

But it soon became clear that such a system could eliminate the role of Obama’s longtime television-ad-buying firm, GMMB, run by the senior Obama strategist Jim Margolis, which stood to potentially lose millions in buying commissions. Colleagues described Margolis as furious. He called it “dumbfounded.” Grisolano and Axelrod backed him up in his argument that any savings on commissions would be wiped out in the chaos of recreating a system that already existed (and forgoing the expertise and relationships that Margolis’s 30-person buying team had in the television world).

Messina relented, but said that GMMB would take guidance from Gershkoff’s department. As Gershkoff put it to me gingerly when we spoke in May: “Fundamentally I was brought in to create tools that would help Jim spend nine digits’ worth of the campaign’s budget. Any time you’re moving that kind of money around, people can be resistant to the idea.”

There were other turf battles. Gershkoff was given her own analytics department to analyze media, but Wagner believed all analytics should be handled uniformly through his department, several former campaign officials said. (He wouldn’t discuss it with me when I asked about it.) The two had differences in other areas as well. Gershkoff insisted that her staff members wear business attire; Wagner, who often wore flip-flops, had only one requirement of his staff in the cave: “You have to wear clothes.”

But Gershkoff had come upon a cache of data that all the strategists would come to appreciate. She had contracted with a relatively new firm called Rentrak that was competing with Nielsen and was buying up real-time, raw viewing data directly from cable and satellite companies that had nearly 20 million set-top boxes in eight million homes. When Gershkoff told Grisolano, he was thrilled. Rentrak’s huge new trove of data, he surmised, could help him find out with relative certainty what shows were being delivered to the homes of the roughly 15 million persuadable voters Wagner’s department had identified.

The concept for the “optimizer,” as it was known in the campaign, was born: a system that could determine with more precision than ever what swing voters were watching in the greatest concentrations and how to get commercials in front of them in the cheapest advertising time slots possible. But making that idea a reality was going to be very difficult. “My first idea was, O.K., I’ve got a list of people who I know are targets here,” Grisolano said. “I’ve got a list of viewers and what they watch over here. Just match them up and spit out what TV shows my targets are watching.” He acknowledged that “what I didn’t necessarily fully grasp in my enthusiastic naïveté was that the size and magnitude of these data sets are apparently extraordinary, and the engineering feat of doing what I wanted to do was a lot more complicated than I envisioned it.”

That task would not ultimately be overseen by Gershkoff. By the end of 2011, she left the campaign, her tenure cut short by a family emergency, she said. When she re-emerged that spring, it was as the director of global analytics at the public relations and advertising firm Burson-Marsteller.

Responsibility for building the optimizer was handed off to Wagner. “We took over in January and then had to build it from scratch, completely from scratch,” he said. Fortunately, there happened to be a rare expert in set-top-box data, named Carol Davidsen, working in the cave. Davidsen looks younger than her 37 years — “no kids,” she says — and she speaks in a rapid, elliptical manner, as if her thoughts are running too fast for her sentences to keep pace. Before joining the campaign, she had a successful career as a forward-thinking data engineer. But she had become fed up with corporate life by the time she received an unsolicited e-mail from Wagner’s analytics department, which recruited employees by searching the 2008 online-donor list for those who listed themselves as programmers. “I’m a huge supporter of Barack Obama,” she said a few weeks ago at Think Coffee in Greenwich Village. “But I also was kind of at a time in my life where I needed to be part of a perfect team, and I knew that was possible in a world where people weren’t worried about getting a raise or people weren’t worried about getting a promotion.”

Her previous employer, Navic Networks, was a very early pioneer in the field of set-top-box data collection. And she was one of the early programmers to figure out how to make a television, designed as a one-way path for sending programming into American homes, relay information back about what exactly a viewer was watching.

Davidsen determined that Rentrak could roughly do what Grisolano wanted it to do: produce data that could be checked against Wagner’s list of most-persuadable voters to find matches. Rentrak had access to the set-top boxes in the homes of thousands of the targeted voters in every competitive market of every swing state. (For instance, Rentrak had 100,000 people in its Denver sample, some 20,000 of whom were on the Obama list; Nielsen had a total of 600 people in Denver.)

But there was the potentially politically explosive matter of privacy. Unlike Facebook, where users were at least giving the campaign explicit permission to collect personal data even if they had not read the fine print, television watchers were making no such agreement. To address this, the campaign and Rentrak hired a third party to “anonymize” the data so that they would only know that the information was coming from a set-top box of somebody on the persuadable list; identifying information would be stripped away.

The optimizer software would then comb advertising price and viewership data to figure out the top-rated time slots among those on the Obama persuadable list — which could vary from market to market — and then rank them based on which produced the highest concentration of the Obama swing voters at the best rates. The results were striking. The campaign determined that two of the top shows to buy were 1 a.m. repeats of “The Insider” and afternoon episodes of “Judge Joe Brown” — shows that were far cheaper than the evening news or anything being shown on the networks in prime time. “When you’re talking about ‘The Insider,’ that might be shift workers in a state like Ohio, folks who are working class and aren’t getting home until midnight,” said Daniel Jester, the head GMMB buyer, who was aggressively locking in low rates early. “The person watching ‘Judge Joe Brown’ in the afternoon also may be the same viewer watching ‘The Insider’ at 1 a.m.”

The Romney campaign was not pursuing these same voters the same way. If they had been, Davidsen told me, the market would have become competitive, prices would have spiked and the system would have lost some of its advantage. As far as the Obama team was concerned, the optimizer helped it do what most strategists deemed impossible in a campaign between two well-financed opponents — talk to undecided voters through television advertisements on shows on which the opposition was not running a countermessage.

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Credit Illustration by Steve McNiven. Colors by Andy Cotnam and Simon West.

By Election Day, the Obama campaign had done far more to utilize cable and to run ads at odd times of day — who watches “Area 51” on Syfy at 2:30 a.m.? — than Romney had. In all, Obama ran nearly twice as many cable ads as Romney did, 588,006, on more than twice as many channels, 100, according to analysis by NCC Media, which helped both campaigns place spots.

It is not that the Romney campaign was unaware such technology could be developed. Rentrak, a nonpartisan vendor, reached out to offer its services in the spring of 2012 but found no takers. The former Bush strategist Sara Fagen worked with the Romney consulting firm TargetPoint to develop a competing optimizing service, but, she said, the media team “chose not to use it.” (She is now working with some TargetPoint colleagues to develop one for a new company they are forming, Deep Root Analytics.)

Stuart Stevens, Romney’s chief strategist, said the campaign used plenty of data to inform its television buying. But as far as he was concerned, Fagen was one of many offering some new service. The Romney campaign, he said, had a different mission than Obama’s. “We still were trying to inform likely voters who Mitt Romney was,” he said, “and until you get those voters, you’re insane to go off and say, ‘We’re going to try to win this with left-handed Lithuanians.’ ”

In the end, an analysis by the Republican ad-buying firm National Media found that Obama paid roughly 35 percent less per broadcast commercial than Romney did. Kantar Media CMAG, an ad-monitoring firm, showed that Obama and his supporting super PAC got nearly 40,000 more spots on the air than Romney and his super PACs did despite spending roughly $90 million less.

The day after Obama won 51 percent of the vote, he visited his Chicago staff, including those on the analytics team. Davidsen said Obama hugged her and signed a favorite piece of cave paraphernalia, a replica of a narwhal tusk. “An honor,” she said.

When the campaign ended, Obama’s team of tech experts did not exactly knock down the door of the White House personnel office looking to put their newfound tools into the service of the new presidential agenda. They were heading East and West — to Silicon Valley, Wall Street and, in the case of A.M.G., Las Vegas — in search of venture capital and clients.

There is, of course, a tradition of political operatives leaving presidential campaigns to cash in on the corporate side. This has often been to join the public-policy campaigns of a given industry or company between political bouts, or perhaps to help with some brand and image management.

But there is just as much of a tradition in Democratic politics, especially among the young, to keep the fight alive after a campaign’s end. The young staff members of the McGovern campaign left that particularly demoralizing endeavor to re-engage with their causes and their party; the Web-pioneering Deaniacs went on to feed the ranks of MoveOn and the 2008 Obama campaign.

The Obama political movement had tended to hold itself apart from the corporate world, its members galvanized by what they saw as an opportunity to change the country. But after Election Day in November, huge political success met financial opportunity. The people in their 20s and 30s from the Obama tech team had seen others just like them get incredibly rich on innovations (Facebook, Twitter, etc.) that were as transformational as anything they could hope to achieve in government. Now they started to think about what innovations they could bring to the market.

A.M.G. may be the most baldly commercial of the new crop of companies coming out of the cave, but they are all trying to translate what they learned there into future success. A few weeks ago, Wagner announced he was starting a new firm called Civis Analytics with an investment from Eric Schmidt, the Google executive chairman, who was a technology adviser during the campaign. As Wagner described it to me, he would use analytics to help nonprofit and for-profit companies reach out to segments of the population they were struggling to connect with. One of his first clients is the College Board, which runs the national SAT test. Civis will identify “kids who are low-income, high-achieving but not meeting their college potential.” The “commercial applicability is wide,” he said, so the company will not be averse to working with big, for-profit companies of all kinds.

Carol Davidsen was also recruited by A.M.G., but she decided to take the lessons of the Obama campaign in a different direction. If anything, her approach is almost anticorporate, even though she said she was not against getting rich if she could. Her company, called Cir.cl, which she founded with a campaign programmer, Joshua Thayer, endeavors to find people with complementary interests who may have reason to do business with each other, like parents with baby equipment to dispose of and parents-to-be in the market for that equipment. She calls it “recommerce.”

“I have a lot of friends with kids,” she said one recent Friday at her new office, a bouncy-ball and Mac-strewn onetime closet space in an industrial building in Downtown Brooklyn. “There’s this little plastic play house. Does every single one of those need to go into a garbage dump? Why did we give up on doing business with each other? Why is it always to big corporations? It doesn’t have to be.” Explaining her choice to me, she said, “I don’t want to spend my time optimizing for Coke.”

When I talked to Chauncey McLean in Brooklyn in April, he walked me through how the campaign’s technological achievements could translate into services provided to private businesses, like Caesars. The casino had gobs of data on its customers. “We have a giant list of people, and we need to make a model of likely customers,” he said. A.M.G. would break them down along a range of Caesars Scores, à la Wagner’s persuadable scores. Then A.M.G. could work through it and direct advertising toward those whose visits had fallen off: find what they watch via Rentrak in the greatest concentrations and then ply them with TV advertising.

Over several meetings with McLean and his young A.M.G. staff members, I asked them to talk about the switch in mission from getting Obama elected to helping Fortune 500 companies sell stuff. Will St. Clair, who helped write the campaign’s Facebook program, said he saw himself as a programmer first and foremost and only joined A.M.G. after deciding that he didn’t want “to play the Internet start-up billionaire game, which is a lot less fun than it looks on paper.” Gaurav Shirole said he was considering a job in the Treasury Department when McLean approached him. “I’m a Silicon Valley kid, so the start-up bug has been there forever.”

Frommann acknowledged having ventured into politics with a certain idealism. “We’ve all watched ‘The West Wing,’ like, four times, and we want to do our small part to change the world,” he said. Politics, he said, was emotionally satisfying. Corporate clients meant new data sets, “stuff I haven’t worked with before, intellectually that’s interesting to me.”

Still, it was hard not to detect some deeper disappointment about what was possible in politics. Frommann told me that in 2010, shortly after college, he joined the Social Security Administration. Within a year, he had helped develop a new system that, he said, would have saved the administration as much as $1 billion a year. Just as his idea was gaining traction, his entire unit was disbanded, the ostensible result of budget cuts but also, he surmised, bureaucratic infighting. Sometimes, he said, it seems as if political life can be as much like “The West Wing” as it is like “House of Cards,” the Netflix show about a conniving member of Congress living in a kill-or-be-killed Washington.

McLean says Grisolano wooed him by awarding him with the title of chief operating officer and wide latitude to hire whomever he needed. He was also drawn to Grisolano’s sales pitch that the optimizer approach could prove a disruptive force in a $60 billion commercial-advertising industry. It spoke to the same desire to be part of something big that led him to join the first Obama campaign. “This is going to be a huge deal, right?” he said “It’s a multibillion-dollar industry, and we’re going to change the way that it works.”

He said his work at A.M.G. would also help provide the Democratic Party with even better tools three years from now, when he and his colleagues say they want to be involved in 2016. “We’re going to bring it home,” McLean said.

But for now, he does not seem to miss Washington. “I respect everybody who’s working for the president — right? They’re incredible kids — incredible people — but you have a limited movement, because you’re hamstrung; the House is the House,” he said. “When you go where the money is and you go where people get reached, you have a transformational effect. Money creates change.”

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Robert H. Bork, 1927-2012: Robert H. Bork, Conservative Jurist, Dies at 85

He advocated a view of judging known as “strict constructionism,” or “originalism,” which seeks to limit constitutional values to those explicitly enunciated by the framers and to reject those that evolved in later generations. He dismissed the view that the courts had rightly come to the aid of those neglected by the majority. By contrast, he felt that majorities, through legislatures, should be empowered to make all decisions not specifically addressed in the Constitution.

He most notably took issue with the Supreme Court’s assertion in the 1960s and ’70s that the Constitution implicitly recognizes a right of privacy that bars states from outlawing abortion or the use of contraceptives by married couples.

That position, along with his rejection of court-mandated help to minority groups, led a coalition of liberal groups to push successfully for his Senate defeat, motivated in no small part by their sense that he cared more about abstract legal reasoning than the people affected by it. They contended that his confirmation would produce a radical shift on a closely divided Supreme Court and “turn back the clock” on civil and individual rights.

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Judge Bork’s 1987 nomination to the United States Supreme Court was rejected by the Senate in a historic political battle whose impact is still being felt. Credit Jose R. Lopez/The New York Times

Judge Bork, who was 60 at the time, was sitting on the United States Court of Appeals for the District of ColumbiaCircuit, often a steppingstone to the Supreme Court, when President Ronald Reagan announced on July 1, 1987, that he was nominating him to the high court to replace Lewis Powell, a moderate justice who was retiring. Within an hour of the announcement, Senator Edward M. Kennedy, the Massachusetts Democrat, set the tone for the bruising contest to come.

“Robert Bork’s America,” Mr. Kennedy said in a speech, “is a land in which women would be forced into back-alley abortions, blacks would sit at segregated lunch counters, rogue police could break down citizens’ doors in midnight raids, schoolchildren could not be taught about evolution, writers and artists could be censored at the whim of government, and the doors of the federal courts would be shut on the fingers of millions of citizens for whom the judiciary is — and is often the only — protector of the individual rights that are the heart of our democracy.”

Judge Bork’s supporters considered every word of that attack a misrepresentation. But the fear that his confirmation would curtail settled rights, especially of blacks and women, created a national reaction.

A National Outcry

An array of groups focused on civil and women’s rights, labor, consumer power and the environment began an extraordinary public campaign against him, arguing that his long and extensive record exposed a range of agendas and made him unfit for the job.

They made their case in full-page advertisements, mass mailings and demonstrations and ceaseless lobbying of their senators. Since there was no question of his integrity or intelligence, the campaign and subsequent hearings by the Senate Judiciary Committee, run by Joseph R. Biden Jr., a Democratic senator from Delaware at the time, focused on whether Judge Bork was “out of the mainstream.”

Two Supreme Court decisions were seen as especially vulnerable to being overturned by a bench with Judge Bork on it: the 1973 Roe v. Wade ruling, which barred states from banning abortion, and the 1978 Bakke case upholding affirmative action. During five days of testimony, much of it televised, Judge Bork declined to comment on how he would rule should those issues come up and argued further that what he had said in his life as a scholar and advocate would have little bearing on his judgments from the bench.

The White House also sought to portray him as a moderate. That, and his own assertion that he would look at the law with a fresh eye, gave off the whiff of hypocrisy, which made it easier for some senators to oppose him.

The American Bar Association’s committee on judicial nominees also split, with four of the 15 members calling him “not qualified,” because of concerns over his “compassion, open-mindedness, his sensitivity to the rights of women and minority persons or groups.”

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From left, former President Gerald Ford, Robert H. Bork and Senator Bob Dole. Credit Charles Tasnadi/Associated Press

Judge Bork, a bear of a man with a scraggly red beard and untamed frizz on a balding pate who had an outsize love of food and drink, handled himself poorly in front of the committee and failed to give doubters confidence. As Tom Shales, the television critic for The Washington Post, wrote of his testimony: “He looked, and talked, like a man who would throw the book at you — maybe like a man who would throw the book at the whole country.”

The most contentious part of the hearings occurred under questioning from Arlen Specter, a centrist Republican from Pennsylvania and a former prosecutor. Mr. Specter, who died in October, quoted Judge Bork as having written that under the Constitution, executive power had to evolve. Why then, Mr. Specter wanted to know, shouldn’t other constitutional concepts — like individual liberty — have a chance to evolve as well? The senator accused Judge Bork of selecting evolving rights based on his own preferences rather than neutral principles.

It was an accusation that stuck. So did the notion that the nominee was somehow unfeeling as a judge. This latter was amplified when, asked by a sympathetic senator, Alan K. Simpson, Republican of Wyoming, why he wanted to serve on the Supreme Court, Judge Bork replied that it would be “an intellectual feast.”

The committee voted, 9 to 5, to reject his nomination and sent it to the full Senate, which also turned him down.

After the defeat the White House picked Douglas Ginsburg, of the same federal appeals court in Washington, as its new nominee. But when it was discovered that he had smoked marijuana at Harvard, his nomination was withdrawn and replaced with that of Anthony M. Kennedy, a judge on the Ninth Circuit Court of Appeals in California.

In his hearings, Judge Kennedy, a mainstream, clean-cut conservative from Sacramento, made a point of distinguishing himself from Judge Bork by focusing on compassion and the need to respect Supreme Court precedents. His nomination sailed through the Senate. On the Supreme Court, he became an important centrist swing vote between liberal and conservative blocs and has consistently declined to overturn Roe v. Wade.

Judge Bork inspired a fervent generation of conservative legal thinkers. As America turned more conservative and President George W. Bush chose judges with views similar to his, many of Judge Bork’s acolytes and admirers ended up on the federal bench.

After his defeat, Judge Bork retired from the Circuit Court and took up positions at conservative ideological groups and law schools, writing and speaking against what he saw as the moral decline of the country at the hands of an elite, a theme he explored in a best-selling book.

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The Senate committee chairman in 1987, Senator Joseph R. Biden Jr., speaking with Senator Edward M. Kennedy. Credit John Duricka/Associated Press

In an interview in The American Spectator in 2002, he repeated his view that a liberal elite had hijacked the nation. “Churchgoers aren’t very powerful, given their numbers,” he said. “And the intelligentsia is powerful, far beyond their numbers, because they control the hype of television. They control Hollywood. They control the newspapers. They control the foundations. They control the universities.”

A Change in Philosophy

Robert Heron Bork was born on March 1, 1927, in Pittsburgh to Harry Bork, a purchasing agent with a steel company, and the former Elizabeth Kunkle, an English teacher. He attended the Hotchkiss School in Connecticut and recalled that he spent most of his early years “reading books and arguing with people.”

After a stint in the Marines guarding supply lines in China at the end of World War II, he went to the University of Chicago. Renowned conservative scholars there like Leo Strauss advocated a return to republican principles of “virtue” and hierarchy. Mr. Bork was a New Deal enthusiast, as was his wife, Claire Davidson, a fellow undergraduate whom he married in 1952. But by the early 1950s, while he attended the University of Chicago law school and became impressed with market-oriented conservatism, both had moved permanently to the right.

Mr. Bork discovered economics and became a libertarian opposed to government intervention and regulation. He began to evolve a similar theory of law, seeking what he called “neutral principles.” His major scholarly contribution, a 1978 book called “The Antitrust Paradox,” encouraged mergers and called for less antitrust regulation for efficiency’s sake. Students called a course he taught on the topic at Yale “protrust.”

Out of law school, Mr. Bork was hired by the prestigious Chicago firm of Kirkland & Ellis, where he spent eight years before taking a job teaching antitrust law at Yale in 1962. The Borks packed up their three children, Robert Jr., Charles and Ellen, and moved to New Haven, where he pursued his conservative ideas in a deeply liberal environment, campaigning for the Republican and archconservative Barry Goldwater’s election to the presidency in 1964.

He also wrote a fateful article for The New Republic in 1963 — one that played a key role in his 1987 defeat — condemning the public accommodation sections of the proposed 1964 Civil Rights Act aimed at integrating restaurants, hotels and other businesses. Mr. Bork said he had no objection to racial integration but feared that government coercion of private behavior threatened freedom.

The New Republic took the rare step of writing a reply, rejecting his reasoning and pointing out that restaurateurs were not legally permitted to reject service to well-behaved whites and that the new law intended simply to extend that principle to blacks. The editors also accused Mr. Bork of taking neutral principles out the window — an accusation he would hear more than once in his life.

A decade later, during his confirmation hearings for solicitor general, Mr. Bork said that he had changed his mind and that his 1963 article had been a kind of thought experiment. But during the 1987 Supreme Court nomination battle, many cited the article as evidence that he had always been out of step in a way that harmed minorities.

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Robert H. Bork in 2005. Credit Alex Wong/Getty Images

The upheavals of the late 1960s drove Mr. Bork from libertarianism to social conservatism. Freedom — the cry of student activists — no longer stood as his supreme value. Tradition, order and hierarchy did. In a 1971 article in The Indiana Law Journal, he argued that the First Amendment’s protection of free speech had been wildly extrapolated beyond the intent of the Constitution’s framers. In a starkly narrow interpretation, he said free speech existed to perpetuate the process of self-government; therefore, he wrote, only explicitly political speech about governing was protected.

Mr. Bork worked for Nixon’s re-election in 1972. He was rewarded with the nomination to solicitor general, a post he held for three and a half years and from which he advanced his beliefs on the constitutionality of the death penalty, the illegality of busing to achieve racial balance in schools and the power of the president over Congress.

Mr. Bork’s role in Watergate occurred in 1973, when Nixon wanted to keep a special prosecutor, Archibald Cox, from gaining access to incriminating White House recordings and ordered him fired. The attorney general, Elliot L. Richardson, and his deputy refused and quit. Mr. Bork, as solicitor general, was next in line to carry out the president’s orders, and he did, firing Mr. Cox and his entire staff.

When Jimmy Carter, a Democrat, was elected in 1976, Mr. Bork returned to Yale. But it was a hard time for him. He had grown impatient with academic theorizing, and his wife, Claire, had developed cancer, which was spreading. She died in 1980, and he returned to Washington, first in private practice. After the election of President Reagan, he was nominated to the District of Columbia circuit court.

His five years on the federal bench showed a record of stark conservatism; he often denied plaintiffs the right to a court hearing, showed strong deference to the executive branch over Congress and gave wide latitude to business over government regulation.

A View Made Clear

One of his opinions, in Dronenburg v. Zech in 1984, dealt with the Navy’s power to fire a veteran for consensual homosexual activity. Judge Bork not only granted the Navy that power, but he also took the opportunity to make clear that a right of privacy did not exist in the Constitution. “If the revolution in sexual mores that appellant proclaims is in fact ever to arrive,” he wrote, “we think it must arrive through the moral choices of the people and their elected representatives, not through the ukase of this court.”

In 1982, at an event in which he was speaking, Judge Bork met Mary Ellen Pohl, a conservative activist and former nun. They married five months later. She and his three children and two grandchildren survive him.

Judge Bork laid out his objections to much of what is handed down in American courtrooms in his best-selling book “The Tempting of America: The Political Seduction of the Law” in 1989, describing a number of rulings as “judicial legislation” by inappropriately activist judges. He further said that he had become the symbol that liberals needed to destroy.

In 1996, he published “Slouching Toward Gomorrah: Modern Liberalism and American Decline,” also a best seller. This book took aim at egalitarianism, individualism and other liberal ideas, saying they go against natural law.

“A decline runs across our entire culture,” he wrote, and “the rot is spreading.”

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Grading the Digital School: At Waldorf School in Silicon Valley, Technology Can Wait

“I fundamentally reject the notion you need technology aids in grammar school,” said Alan Eagle, 50, whose daughter, Andie, is one of the 196 children at the Waldorf elementary school; his son William, 13, is at the nearby middle school. “The idea that an app on an iPad can better teach my kids to read or do arithmetic, that’s ridiculous.”

Mr. Eagle knows a bit about technology. He holds a computer science degree from Dartmouth and works in executive communications at Google, where he has written speeches for the chairman, Eric E. Schmidt. He uses an iPad and a smartphone. But he says his daughter, a fifth grader, “doesn’t know how to use Google,” and his son is just learning. (Starting in eighth grade, the school endorses the limited use of gadgets.)

Three-quarters of the students here have parents with a strong high-tech connection. Mr. Eagle, like other parents, sees no contradiction. Technology, he says, has its time and place: “If I worked at Miramax and made good, artsy, rated R movies, I wouldn’t want my kids to see them until they were 17.”

While other schools in the region brag about their wired classrooms, the Waldorf school embraces a simple, retro look — blackboards with colorful chalk, bookshelves with encyclopedias, wooden desks filled with workbooks and No. 2 pencils.

On a recent Tuesday, Andie Eagle and her fifth-grade classmates refreshed their knitting skills, crisscrossing wooden needles around balls of yarn, making fabric swatches. It’s an activity the school says helps develop problem-solving, patterning, math skills and coordination. The long-term goal: make socks.

Down the hall, a teacher drilled third-graders on multiplication by asking them to pretend to turn their bodies into lightning bolts. She asked them a math problem — four times five — and, in unison, they shouted “20” and zapped their fingers at the number on the blackboard. A roomful of human calculators.

In second grade, students standing in a circle learned language skills by repeating verses after the teacher, while simultaneously playing catch with bean bags. It’s an exercise aimed at synchronizing body and brain. Here, as in other classes, the day can start with a recitation or verse about God that reflects a nondenominational emphasis on the divine.

Andie’s teacher, Cathy Waheed, who is a former computer engineer, tries to make learning both irresistible and highly tactile. Last year she taught fractions by having the children cut up food — apples, quesadillas, cake — into quarters, halves and sixteenths.

“For three weeks, we ate our way through fractions,” she said. “When I made enough fractional pieces of cake to feed everyone, do you think I had their attention?”

Some education experts say that the push to equip classrooms with computers is unwarranted because studies do not clearly show that this leads to better test scores or other measurable gains.

Is learning through cake fractions and knitting any better? The Waldorf advocates make it tough to compare, partly because as private schools they administer no standardized tests in elementary grades. And they would be the first to admit that their early-grade students may not score well on such tests because, they say, they don’t drill them on a standardized math and reading curriculum.

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Cathy Waheed helps Shira Zeev, a fifth grader. Waldorf parents are happy to delay their children’s engagement with technology. Credit Jim Wilson/The New York Times

When asked for evidence of the schools’ effectiveness, the Association of Waldorf Schools of North America points to research by an affiliated group showing that 94 percent of students graduating from Waldorf high schools in the United States between 1994 and 2004 attended college, with many heading to prestigious institutions like Oberlin, Berkeley and Vassar.

Of course, that figure may not be surprising, given that these are students from families that value education highly enough to seek out a selective private school, and usually have the means to pay for it. And it is difficult to separate the effects of the low-tech instructional methods from other factors. For example, parents of students at the Los Altos school say it attracts great teachers who go through extensive training in the Waldorf approach, creating a strong sense of mission that can be lacking in other schools.

Absent clear evidence, the debate comes down to subjectivity, parental choice and a difference of opinion over a single world: engagement. Advocates for equipping schools with technology say computers can hold students’ attention and, in fact, that young people who have been weaned on electronic devices will not tune in without them.

Ann Flynn, director of education technology for the National School Boards Association, which represents school boards nationwide, said computers were essential. “If schools have access to the tools and can afford them, but are not using the tools, they are cheating our children,” Ms. Flynn said.

Paul Thomas, a former teacher and an associate professor of education at Furman University, who has written 12 books about public educational methods, disagreed, saying that “a spare approach to technology in the classroom will always benefit learning.”

“Teaching is a human experience,” he said. “Technology is a distraction when we need literacy, numeracy and critical thinking.”

And Waldorf parents argue that real engagement comes from great teachers with interesting lesson plans.

“Engagement is about human contact, the contact with the teacher, the contact with their peers,” said Pierre Laurent, 50, who works at a high-tech start-up and formerly worked at Intel and Microsoft. He has three children in Waldorf schools, which so impressed the family that his wife, Monica, joined one as a teacher in 2006.

And where advocates for stocking classrooms with technology say children need computer time to compete in the modern world, Waldorf parents counter: what’s the rush, given how easy it is to pick up those skills?

“It’s supereasy. It’s like learning to use toothpaste,” Mr. Eagle said. “At Google and all these places, we make technology as brain-dead easy to use as possible. There’s no reason why kids can’t figure it out when they get older.”

There are also plenty of high-tech parents at a Waldorf school in San Francisco and just north of it at the Greenwood School in Mill Valley, which doesn’t have Waldorf accreditation but is inspired by its principles.

California has some 40 Waldorf schools, giving it a disproportionate share — perhaps because the movement is growing roots here, said Lucy Wurtz, who, along with her husband, Brad, helped found the Waldorf high school in Los Altos in 2007. Mr. Wurtz is chief executive of Power Assure, which helps computer data centers reduce their energy load.

The Waldorf experience does not come cheap: annual tuition at the Silicon Valley schools is $17,750 for kindergarten through eighth grade and $24,400 for high school, though Ms. Wurtz said financial assistance was available. She says the typical Waldorf parent, who has a range of elite private and public schools to choose from, tends to be liberal and highly educated, with strong views about education; they also have a knowledge that when they are ready to teach their children about technology they have ample access and expertise at home.

The students, meanwhile, say they don’t pine for technology, nor have they gone completely cold turkey. Andie Eagle and her fifth-grade classmates say they occasionally watch movies. One girl, whose father works as an Apple engineer, says he sometimes asks her to test games he is debugging. One boy plays with flight-simulator programs on weekends.

The students say they can become frustrated when their parents and relatives get so wrapped up in phones and other devices. Aurad Kamkar, 11, said he recently went to visit cousins and found himself sitting around with five of them playing with their gadgets, not paying attention to him or each other. He started waving his arms at them: “I said: ‘Hello guys, I’m here.’ ”

Finn Heilig, 10, whose father works at Google, says he liked learning with pen and paper — rather than on a computer — because he could monitor his progress over the years.

“You can look back and see how sloppy your handwriting was in first grade. You can’t do that with computers ’cause all the letters are the same,” Finn said. “Besides, if you learn to write on paper, you can still write if water spills on the computer or the power goes out.”

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