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The typical university is in constant tension between autonomous academic departments, which control curriculum and faculty hiring and promotion, and a strong president, who controls funding and is responsible only to the lay board of directors who own the place. Also thrown into the mix are a jumble of independent institutes, research centers and academic programs that have emerged in response to a variety of funding opportunities and faculty initiatives. The resulting institution is a hustler’s paradise, driven by a wide array of entrepreneurial actors: faculty trying to pursue intellectual interests and forge a career; administrators trying to protect and enrich the larger enterprise; and donors and students who want to draw on the university’s rich resources and capitalize on association with its stellar brand. These actors are feverishly pursuing their own interests within the framework of the university, which lures them with incentives, draws strength from their complex interactions and then passes these benefits on to society.

The biggest problem facing the American system of higher education today is how to deal with its own success. In the 19th century, very few people attended college, so the system was not much in the public spotlight. Burgeoning enrollments in the 20th century put the system center stage, especially when it became the expectation that most people should graduate from some sort of college. As higher education moved from being an option to becoming a necessity, it increasingly found itself under the kind of intense scrutiny that has long been directed at American schools.

The danger posed by this accountability pressure is that colleges, like the K-12 schools before them, will come under pressure to narrow their mission to a small number of easily measurable outcomes. Most often the purpose boils down to the efficient delivery of instructional services to students, which will provide them with good jobs and provide society with an expanding economy. This ignores the wide array of social functions that the university serves. It’s a laboratory for working on pressing social problems; a playpen for intellectuals to pursue whatever questions seem interesting; a repository for the knowledge needed to address problems that haven’t yet emerged; a zone of creativity and exploration partially buffered from the realm of necessity; and, yes, a classroom for training future workers. The system’s organizational messiness is central to its social value.

Here are a few specific examples you can apply to your instructional design process to help learners with metacognition: Model the metacognitive process during instruction (or in one-on-one consultations) to ask and reflect on big picture questions such as: “What questions can you answer with this tool?” “What can you not do with this tool?” Keep in mind some answers may be simple (e.g., this tool can only work with data in this way, so it is excluded automatically). Also, “Did I get the results I expected? What could I have done differently?” Start with inquiry and build conversations based on the learner’s answers. “Is it the data that does not work? Or is the research question fundamentally wrong to begin with?” Collaborate with faculty to teach together, modelling your practices while demonstrating a specific tool. This could include thinking aloud as you make decisions so learners can self-correct assumptions. Also, be aware of your own expert bias so you can demonstrate how to clear obstacles. Ask learners to specifically define what is difficult for them during the process of instruction. Digital humanities tools are complex and are based on complex methodologies and research questions. By constructing opportunities for learners to self-question as they move from one task to another, they learn to self-assess their progress and adjust accordingly. There are several instructional design activities that promote metacognition: think-pair-share, one minute paper (“share a key concept learned” or “what comes next?”), and case studies.

There are specific strategies we can implement to help learners escape the recursive spiral of the liminal state they experience while managing complex digital projects: One of the most challenging aspects of teaching digital tools is forgetting what it is like to be a novice learner. Sometimes being a near-novice oneself helps you better prepare for the basic problems and frustrations learners are facing. But recognizing liminality is a reminder to you as a teacher that the learning process is not smooth, and it requires anticipating common difficulties and regularly checking in with learners to make sure you are not leaving them behind. When meeting with learners one-on-one, make sure to use your in-depth reference interview skills to engage in methods discussions. When a learner is in the liminal state, they are not always able to “see the forest for the trees.” Your directed questions will illuminate the problems they are having and the solutions they had not seen. Pay close attention to the digital humanities work and discussions happening on your own campus, as well as across the academic community. Working through the liminal space may require helping learners make connections to others facing similar problems. Also follow online discussions in order to point your learners to a wide variety of group learning opportunities, such as the active digital humanities community on Slack.9 When designing instructional opportunities, such as workshops and hackathons, pay particular attention to outreach strategies that may bring like-minded learners together, as well as diverse voices. For example, invite the scholar whose project was completed last year to add a more experienced voice to the conversation. By encouraging the formation of learning communities on your campus, you are creating safe spaces to help learners navigate the liminal state with others who may be on the other side of struggling with specific digital project issues. In designing instructional activities, guide learners through visualization exercises that help to identify “stuck” places. Making graphic representations of one’s thoughts (e.g., concept maps) can highlight areas that require clarification.

Second, there is very little coverage of Web archiving, which is clearly by far the largest and most important digital preservation initiative both for current and future readers. The Internet Archive rates only two mentions, in the middle of a list of activities and in a footnote. This is despite the fact that archive.org is currently the 211th most visited site in the US (272nd globally) with over 5.5M registered users, adding over 500 per day, and serving nearly 4M unique IPs per day. For comparison, the Library of Congress currently ranks 1439th in the US (5441st globally). The Internet Archive's Web collection alone probably dwarfs all other digital preservation efforts combined both in size and in usage. Not to mention their vast collections of software, digitized books, audio, video and TV news.. Rieger writes: There is a lack of understanding about how archived websites are discovered, used, and referenced. “Researchers prefer to cite the original live-web as it is easier and shorter,” pointed out one of the experts. “There is limited awareness of the existence of web archives and lack of community consensus on how to treat them in scholarly work. The problems are not about technology any more, it is about usability, awareness, and scholarly practices.” The interviewee referred to a recent CRL study based on an analysis of referrals to archived content from papers that concluded that the citations were mainly to articles about web archiving projects. It is surprising that the report doesn't point out that the responsibility for educating scholars in the use of resources lies with the "experts and thought leaders" from institutions such as the University of California, Michigan State, Cornell, MIT, NYU and Virginia Tech. That these "experts and thought leaders" don't consider the Internet Archive to be a resource worth mentioning might have something to do with the fact that their scholars don't know that they should be using it. A report whose first major section, entitled "What's Working Well", totally fails to acknowledge the single most important digital preservation effort of the last two decades clearly lacks credibility

Finally, there is no acknowledgement that the most serious challenge facing the field is economic. Except for a few corner cases, we know how to do digital preservation, we just don't want to pay enough to have it done. Thus the key challenge is to achieve some mixture of significant increase in funding for, and significant cost reduction in the processes of, digital preservation. Information technology processes naturally have very strong economies of scale, which result in winner-take-all markets (as W. Brian Arthur pointed out in 1985). It is notable that the report doesn't mention the winners we already have, in Web and source code archiving, and in emulation. All are at the point where a competitor is unlikely to be viable. To be affordable, digital preservation needs to be done at scale. The report's orientation is very much "let a thousand flowers bloom", which in IT markets only happens at a very early stage. This is likely the result of talking only to people nurturing a small-scale flower, not to people who have already dominated their market niche. It is certainly a risk that each area will have a single point of failure, but trying to fight against the inherent economics of IT pretty much guarantees ineffectiveness.

1) The big successes in the field haven't come from consensus building around a roadmap, they have come from idiosyncratic individuals such as Brewster Kahle, Roberto di Cosmo and Jason Scott identifying a need and building a system to address it no matter what "the community" thinks. We have a couple of decades of experience showing that "the community" is incapable of coming to a coherent consensus that leads to action on a scale appropriate to the problem. In any case, describing road-mapping as "research" is a stretch. 2) Under severe funding pressure, almost all libraries have de-emphasized their custodial role of building collections in favor of responding to immediate client needs. Rieger writes: As one interviewee stated, library leaders have “shifted their attention from seeing preservation as a moral imperative to catering to the university’s immediate needs.” Regrettably, but inevitably given the economics of IT markets, this provides a market opportunity for outsourcing. Ithaka has exploited one such opportunity with Portico. This bullet does describe "research" in the sense of "market research".  Success is, however, much more likely to come from the success of an individual effort than from a consensus about what should be done among people who can't actually do it. 3) In the current climate, increased funding for libraries and archives simply isn't going to happen. These institutions have shown a marked reluctance to divert their shrinking funds from legacy to digital media. Thus the research topic with the greatest leverage in turning funds into preserved digital content is into increasing the cost-effectiveness of the tools, processes and infrastructure of digital preservation.

Instead of burrowing into a silo or vertical on a single webpage, as our Gen Z digital natives do, fact checkers tended to read laterally, a strategy that sent them zipping off a site to open new tabs across the horizontal axis of their screens. And their first stop was often the site we tell kids they should avoid: Wikipedia. But checkers used Wikipedia differently than the rest of us often do, skipping the main article to dive straight into the references, where more established sources can be found. They knew that the more controversial the topic, the more likely the entry was to be "protected," through the various locks Wikipedia applies to prevent changes by anyone except high-ranking editors. Further, the fact checkers knew how to use a Wikipedia article's "Talk" page, the tab hiding in plain sight right next to the article—a feature few students even know about, still less consult. It's the "Talk" page where an article's claims are established, disputed, and, when the evidence merits it, altered.

In the short term, we can do a few useful things. First, let's make sure that kids (and their teachers) possess some basic skills for evaluating digital claims. Some quick advice: When you land on an unfamiliar website, don't get taken in by official-looking logos or snazzy graphics. Open a new tab (better yet, several) and Google the group that's trying to persuade you. Second, don't click on the first result. Take a tip from fact checkers and practice click restraint: Scan the snippets (the brief sentence accompanying each search result) and make a smart first choice.

What if the answer isn't more media literacy, but a different kind of media literacy?

Our medical systems have terrible Internet security… MRI machines you can connect to with USB that still have “admin:password” to gain root access. That’s horrifying, sure, but that’s not an attack at scale. More frightening: we’re busily uploading all our medical records to the cloud. Take down that cloud, and no patients can be treated, because nobody will know what they have, what meds they are on. Software swallows your insulin pumps and your pacemakers. To kill people, all you need is to hack that database, or simply erase it or block access to it. After all, we don’t tend to realize that in an Internet of Things, humans are just Things too. As this software monster has encroached on stuff like election systems, the common reaction has been to go back to paper. So let’s consider a less obvious example. We should be going back to paper for our libraries too! We’ve outsourced so much of our knowledge to digital that the amount of knowledge available in analog has dropped notably. There are less librarians in the fewer libraries with smaller collections than there used to be. If the net goes down, how much reference material is simply not accessible that was thirty years ago? Google Search is “critical cultural infrastructure.” How much redundancy do we actually have? Could a disconnected town actually educate its children? How critical is Google as a whole? If Google went down for a month, I am pretty sure we would see worldwide economic collapse. How much of the world economy passes through Google hosting? How much of it is in GMail? How much is dependent on Google Search, Google Images, Google Docs? The answer is a LOT. And because financial systems are now also JIT, ten thousand corporate blips where real estate agencies and local car washes and a huge pile of software companies and a gaggle of universities and so on are suddenly 100% unable to function digitally (no payroll! no insurance verification!) would absolutely have ripple effects into their suppliers and their customers, and thence to the worldwide economic market. Because interconnection without redundancy increases odds of cascades.

But just as critically, governments and state actors seem to be the source of so many of the problems precisely because the Internet is now too many forms of critical infrastructure, and therefore too juicy a target. If software eats everything, then the ability to kill software is the ability to kill anything. Net connectivity becomes the single point of failure for every system connected to it. Even if the Net itself is designed to route around damage, that doesn’t help if it is the single vector of attack that can take down any given target. It’s too juicy a target for the military, too juicy a target for terror, too juicy a target for criminal ransom. The old adage goes “when they came for this, I said nothing. When they came for that…” — we all know it. Consider that the more we hand gleefully over to the cloud because we want convenience, big data, personalization, and on, we’re creating a single thing that can be taken from us in an instant. We’ve decided to subscribe to everything, instead of owning it. When they came for your MP3s, your DVDs, fine,. not “critical infrastructure.” When they came for your resumes, OK, getting closer.

As we rush towards putting more and more things “in the cloud,” as we rush towards an Internet of Things with no governance beyond profit motive and anarchy, what we’re effectively doing is creating a massive single point of failure for every system we put in it.

I am increasingly convinced that a mass defunding of public higher education is coming to an unprecedented degree and at an unprecedented scale. People enjoy telling me that this has already occurred, as if I am not sufficiently informed about higher education to know that state support of our public universities has declined precipitously. But things can always get worse, much worse. And given the endless controversies on college campuses of conservative speakers getting shut out and conservative students feeling silenced, and given how little the average academic seems to care about appealing to the conservative half of this country, the PR work is being done for the enemies of public education by those within the institutions themselves. And the GOP has already shown a great knack for using claims of bias against academia, particularly given the American yen for austerity.

But his critics can’t see something that, for all of his myopia, he always has: that our political divide is increasingly bound up in a set of class associations and signals that have little to do with conspicuous consumption and everything to do with a style of self-performance that few people ever talk about but everyone understands. It is the ability to give such a performance convincingly that, in part, people buy with their tuition dollars. That this condition makes egalitarian politics a part of elite class formation has gone little discussed in my political home, the radical left. I have been excited to see a recent groundswell of young left-aligned people, and many of them are bright and committed. But almost none of them seem aware of the fact that their ironic Twitter accounts and cultural references and received opinions on all manner of political issues are as sure a sign of their class identity as a pair of wingtips and a blazer once was. And until and unless they understand how powerfully alienated the great mass of this country is from their social culture, we cannot hope to build a mass left-wing movement and with it do good things like defend public education. I agree: it’s the economy, stupid, and we must appeal to them by making the case that things like universal free college are good. But if recent political history tells us anything it’s that no economic policy, no matter how sensible, can win if its proponents refuse to grapple with the politics of resentment. The left, broadly, has not done a good job of that. The professoriate? My god.

Although the phrase sometimes refers to issues surrounding copyright and open access and sometimes to scholarship analyzing the online world, digital scholarship—emanating, perhaps, from digital humanities—most frequently describes discipline-based scholarship produced with digital tools and presented in digital form.

Though the recent popularity of the phrase digital scholarship reflects impressive interdisciplinary ambition and coherence, two crucial elements remain in short supply in the emerging field. First, the number of scholars willing to commit themselves and their careers to digital scholarship has not kept pace with institutional opportunities. Second, today few scholars are trying, as they did earlier in the web's history, to reimagine the form as well as the substance of scholarship. In some ways, scholarly innovation has been domesticated, with the very ubiquity of the web bringing a lowered sense of excitement, possibility, and urgency. These two deficiencies form a reinforcing cycle: the diminished sense of possibility weakens the incentive for scholars to take risks, and the unwillingness to take risks limits the impact and excitement generated by boldly innovative projects.