The algorithm is a bad guide

Algorithms are flawed. And yet they seem to be the best technology companies have to offer. How many products claim to “learn from your behavior”? But what happens when I am the weaker part in this information exchange? There is no way I can know what gems are hidden in the database. So once again the products recommended to me are repetitive or shallow.

So it was great to stumble upon Susanna Leijonhufvud’s Liquid Streaming, a thesis on Spotify and the ways in which streaming music, selected by algorithm not only learns from our experiences, but more interestingly, acts to train us into being musical cyborgs (a la Haraway)

Starting from the human, the human subject can indeed start to act on the service by asking for some particular music. But then, as this music, this particular track, may be a part of a compilation such as an album or a playlist, the smart algorithms of the service, e.g. the machine, will start to generate suggestions of music back to the human subject. Naturally, the human subject can be in charge of the music that is presented to her by, for instance, skipping a tune, while listening on a pre-set playlist or a radio function. Still, the option in the first place is presented through a filtering that the machine has made, a filtering that is originally generated from previously streamed music or analysis of big data, e.g. other networked subject’s streamed music. Added to this description; if an input derives from the subject’s autonomous system, then the analogy of an actor-network is present on yet other layers. The actor-network of the musical cyborg work both within the subject itself, as the subject is not consistent with an identity as an entity, as well as between the subject and the smart musical cicerones.

Leijonhufvud (2018) Liquid Streaming p. 274

We often forget this feedback loop. Since we are trained by the algorithms the level of serendipity and growth is relatively low and we tend to be stuck in a seemingly narrow spiral – especially considering we are supposed to have access to an almost infinite amount of music.

As a newish Spotify user who is musically ignorant, I often find the algorithm to be laughably unhelpful since it does little to expand my horizons and as such is less of a cicerone (knowledgable guide) and more of a frustrated and frustrating gatekeeper.

It would be nice not to have the things I already know recommended to me ad infinitum, but rather show me things I have not seen or heard. Sure I may hate them but at least I may have the chance of expanding my repertoire.

Susanna Leijonhufvud (2018) Liquid Streaming: The Spotify Way To Music, Doctoral Thesis, Luleå University of Technology, (Fulltext here http://www.diva-portal.org/smash/record.jsf?pid=diva2%3A1171660&dswid=-2263

Privacy and Surveillance in the Movies

In preparation for my course on privacy I asked the hive mind (mainly Twitter & Facebook) for recommendations of films that deal with privacy. I mostly wanted fictional stuff but most of the documentaries are too good not to include (even though I am sure I have missed a lot of documentaries).

The list is by no means complete so please add or send me anything I missed.

You only live once (Lang 1937) Joan Graham (Sylvia Sidney) works as the secretary to the public defender. Unfortunately, she’s fallen madly in love with a criminal by the name of Eddie Taylor (Henry Fonda). Convinced that Eddie is a good man with bad luck, she pulls some strings and gets Eddie released from prison early. The two get married, but while Eddie tries to fly right, he soon discovers he can’t change his nature. His past comes knocking at their door, and the couple is forced to go into hiding.

The Philadelphia Story (Cukor, 1940) This classic romantic comedy focuses on Tracy Lord (Katharine Hepburn), a Philadelphia socialite who has split from her husband, C.K. Dexter Haven (Cary Grant), due both to his drinking and to her overly demanding nature. As Tracy prepares to wed the wealthy George Kittredge (John Howard), she crosses paths with both Dexter and prying reporter Macaulay Connor (James Stewart). Unclear about her feelings for all three men, Tracy must decide whom she truly loves.

Rear Window (Hitchcock, 1954) Sitting in a wheelchair, his leg in a cast, a photographer (James Stewart) spies on courtyard neighbors and sees a murder.

The Conversation (Coppola, 1974) Surveillance expert Harry Caul (Gene Hackman) is hired by a mysterious client’s brusque aide (Harrison Ford) to tail a young couple, Mark (Frederic Forrest) and Ann (Cindy Williams). Tracking the pair through San Francisco’s Union Square, Caul and his associate Stan (John Cazale) manage to record a cryptic conversation between them. Tormented by memories of a previous case that ended badly, Caul becomes obsessed with the resulting tape, trying to determine if the couple are in danger.

All the President’s Men (Pakula, 1976) Two green reporters and rivals working for the Washington Post, Bob Woodward (Robert Redford) and Carl Bernstein (Dustin Hoffman), research the botched 1972 burglary of the Democratic Party Headquarters at the Watergate apartment complex. With the help of a mysterious source, code-named Deep Throat (Hal Holbrook), the two reporters make a connection between the burglars and a White House staffer. Despite dire warnings about their safety, the duo follows the money all the way to the top.

Nineteen Eighty-Four (Radford, 1984) A man loses his identity while living under a repressive regime. In a story based on George Orwell’s classic novel, Winston Smith (John Hurt) is a government employee whose job involves the rewriting of history in a manner that casts his fictional country’s leaders in a charitable light. His trysts with Julia (Suzanna Hamilton) provide his only measure of enjoyment, but lawmakers frown on the relationship — and in this closely monitored society, there is no escape from Big Brother.

Brazil (Gilliam, 1985) Low-level bureaucrat Sam Lowry (Jonathan Pryce) escapes the monotony of his day-to-day life through a recurring daydream of himself as a virtuous hero saving a beautiful damsel. Investigating a case that led to the wrongful arrest and eventual death of an innocent man instead of wanted terrorist Harry Tuttle (Robert De Niro), he meets the woman from his daydream (Kim Greist), and in trying to help her gets caught in a web of mistaken identities, mindless bureaucracy and lies.

The Net (Winkler, 1995) Computer programmer Angela Bennett (Sandra Bullock) starts a new freelance gig and, strangely, all her colleagues start dying. Does it have something to do with the mysterious disc she was given? Her suspicions are raised when, during a trip to Mexico, she’s seduced by a handsome stranger (Jeremy Northam) intent on locating the same disc. Soon Angela is tangled up in a far-reaching conspiracy that leads to her identity being erased. Can she stop the same thing from happening to her life?

Gattaca (Niccol, 1997) Vincent Freeman (Ethan Hawke) has always fantasized about traveling into outer space, but is grounded by his status as a genetically inferior “in-valid.” He decides to fight his fate by purchasing the genes of Jerome Morrow (Jude Law), a laboratory-engineered “valid.” He assumes Jerome’s DNA identity and joins the Gattaca space program, where he falls in love with Irene (Uma Thurman). An investigation into the death of a Gattaca officer (Gore Vidal) complicates Vincent’s plans.

The End of Violence (Wenders, 1997) Producer Mike Max (Bill Pullman) has made a fortune through his gory action flicks, but his own capture at the hands of some thugs causes him to reexamine his role in violent productions. After escaping the crooks, he hides out with a group of gardeners, and eventually decides to drop out of Hollywood and stay with his new protectors. Meanwhile, government surveillance man Ray (Gabriel Byrne) uses a complex network of cameras to spy on Los Angeles, but he is disturbed by his superiors.

The Truman Show (Weir, 1998) He doesn’t know it, but everything in Truman Burbank’s (Jim Carrey) life is part of a massive TV set. Executive producer Christof (Ed Harris) orchestrates “The Truman Show,” a live broadcast of Truman’s every move captured by hidden cameras. Cristof tries to control Truman’s mind, even removing his true love, Sylvia (Natascha McElhone), from the show and replacing her with Meryl (Laura Linney). As Truman gradually discovers the truth, however, he must decide whether to act on it.

Enemy of the State (Scott, 1998) Corrupt National Security Agency official Thomas Reynolds (Jon Voight) has a congressman assassinated to assure the passage of expansive new surveillance legislation. When a videotape of the murder ends up in the hands of Robert Clayton Dean (Will Smith), a labor lawyer and dedicated family man, he is framed for murder. With the help of ex-intelligence agent Edward “Brill” Lyle (Gene Hackman), Dean attempts to throw Reynolds off his trail and prove his innocence.

Minority Report (Spielberg, 2002) Based on a story by famed science fiction writer Philip K. Dick, “Minority Report” is an action-detective thriller set in Washington D.C. in 2054, where police utilize a psychic technology to arrest and convict murderers before they commit their crime. Tom Cruise plays the head of this Precrime unit and is himself accused of the future murder of a man he hasn’t even met.

Dogville (von Trier, 2004) A barren soundstage is stylishly utilized to create a minimalist small-town setting in which a mysterious woman named Grace (Nicole Kidman) hides from the criminals who pursue her. The town is two-faced and offers to harbor Grace as long as she can make it worth their effort, so Grace works hard under the employ of various townspeople to win their favor. Tensions flare, however, and Grace’s status as a helpless outsider provokes vicious contempt and abuse from the citizens of Dogville.

Code 46 (Winterbottom, 2004) In a dystopian future, insurance fraud investigator William Gold (Tim Robbins) arrives in Shanghai to investigate a forgery ring for “papelles,” futuristic passports that record people’s identities and genetics. Gold falls for Maria Gonzalez (Samantha Morton), the woman in charge of the forgeries. After a passionate affair, Gold returns home, having named a coworker as the culprit. But when one of Gonzalez’s customers is found dead, Gold is sent back to Shanghai to complete the investigation.

Caché (Hidden) (Haneke, 2005) A Parisian couple terrorised by anonymous videos which hint at a long-kept secret.

The Lives of Others (Henckel von Donnersmarck, 2006) In 1983 East Berlin, dedicated Stasi officer Gerd Wiesler (Ulrich Mühe), doubting that a famous playwright (Sebastian Koch) is loyal to the Communist Party, receives approval to spy on the man and his actress-lover Christa-Maria (Martina Gedeck). Wiesler becomes unexpectedly sympathetic to the couple, then faces conflicting loyalties when his superior takes a liking to Christa-Maria and orders Wiesler to get the playwright out of the way.

Disturbia (Caruso, 2007) Ever since his father died, young Kale (Shia LaBeouf) has become increasingly sullen and withdrawn, until he finds himself under house arrest. With cabin fever setting in, he turns his attention to spying on his neighbors, becoming increasingly suspicious that one of them is a serial killer. However, he wonders if he is right, or if his overactive imagination is getting the better of him.

Look (Rifkin, 2007) Interconnected stories are told entirely through images captured on security cameras in storage rooms, police cars, parking lots, shopping malls and other locations. Store manager Tony (Hayes MacArthur) has affairs with the women who work under him, high schooler Sherri (Spencer Redford) schemes to seduce teacher Berry (Jamie McShane), a pedophile stalks his next victim at a mall food court and two thieves go on a killing spree that links to other tales witnessed by the unseen electronic eyes.

We Live in Public (Timoner, 2009) In 1999, Internet entrepreneur Josh Harris recruits dozens of young men and women who agree to live in underground apartments for weeks at a time while their every movement is broadcast online. Soon, Harris and his girlfriend embark on their own subterranean adventure, with cameras streaming live footage of their meals, arguments, bedroom activities and bathroom habits. This documentary explores the role of technology in our lives, as it charts the fragile nature of dot-com economy.

The Social Network (Fincher, 2010) In 2003, Harvard undergrad and computer genius Mark Zuckerberg (Jesse Eisenberg) begins work on a new concept that eventually turns into the global social network known as Facebook. Six years later, he is one of the youngest billionaires ever, but Zuckerberg finds that his unprecedented success leads to both personal and legal complications when he ends up on the receiving end of two lawsuits, one involving his former friend (Andrew Garfield).

Erasing David (Bond & McDougall, 2010) Dramatized documentary (docufiction) film from the United Kingdom. Stating that as of today the UK is “one of the three most intrusive surveillance states in the world, after China and Russia”, director and performer David Bond tries to put the system to the test. After anonymously setting up private investigators Cerberus Investigations Limited to trace him, he tries to disappear.

Terms and Conditions May Apply (Hoback, 2013) Filmmaker Cullen Hoback exposes the erosion of online privacy and what information governments and corporations are legally taking from citizens each day.

Citizenfour (Poitras, 2014) After Laura Poitras received encrypted emails from someone with information on the government’s massive covert-surveillance programs, she and reporter Glenn Greenwald flew to Hong Kong to meet the sender, who turned out to be Edward Snowden.

The Unmanly Reader

There is something compelling about lists. That’s why they are often used as clickbait and some of them are amusing. But there is something about book lists. The 10, 50, 100 books you should read always makes me wonder why the list is there. Is it to make those who have read them feel better? Or is it designed to make those who haven’t read feel inferior? Or maybe they are designed to rank our cultural capital? If you read 80 out of 100 on the list you have a solid B. Its good but you must try harder. Oh, dear only a C- well then…

This usually doesn’t bother me but then I came across the list of 80 Books Every Man Should Read with the tag line: ” An unranked, incomplete, utterly biased list of the greatest works of literature ever published. How many have you read?”

What does it mean? How many must I have read to be considered a man?

Filter people

Two things happened yesterday that together made me think. Neither of these things were particularly surprising or unusual but, to me, together they point to something that I have intuitively been aware of without clearly thinking about it properly.

The first thing that happen was when a friend of mind referred to a well known Swedish political scientist and commentator – I had to amit that I had never heard of her. This is not unusual for me. I am Swedish but have grown up abroad to I have a limitations to the shared Swedish socio-cultural history. But this was different. I was not ignorant about a childhood tv show or modern historical event or person. The woman in question has appeared in recent years. My lack of awareness cannot be excused thorugh my historical ignorance.

The second event was even more common. I turned on the tv and within minutes the show was paused for commercials. In irritation I switched off the tv and runed back to my computer. This is a pattern I see more and more. TV, which was once a central part of my life, has become irritating. I still like screens, but cannot abide by the lack of control.

Of course the answer is that the actions in the second event very much explain the first event.

But looking at what I do, which media I consume is actually interesting. Or rather the effects are interesting. I listen to a lot of radio – but at home it’s internet radio mainly in English, on the road it’s a constant stream of fascinating podcasts – none of which are Swedish. I follow masses of blogs, but only a few are Swedish, at work books and articles are almost 100% English.

Now it’s natural that without the language barrier Sweden has a low chance of creative success. It has a small population so this means a comparitvely low amount of creativity. Cases of Swedish international success cannot be seen as examples that the system of global culture works but are more unusual exceptions to the rule. Swedish crime success must be an enigma to publishing – who knew? Even if Swedes were much more creative per person we still only have a population of 9 million. The rest of the English speaking world has a huge advantage.

When you throw off the limitations of national cultural borders you are flooded with an (almost) infinite sources of cultural production. This realization makes me wish I could speak more languages to be even more flooded. All these choices means that there are huge demands on our time. All this choice makes me filterfocused. I pick and choose, I discard sources with incredible ease. If it does not catch my attention – it’s gone!

I am sharing culture, ideas and data with people like me but these people are. Not those who are geographically around me. This is nothing new. Cass Sunstein wrote about the Daily Me already in the first edition of Republic.Com but what he was writing about – And what most energy is focused on – is using this kind of focus & filtering as a reason for why they become extreme. From terrorists to the Norwegian mass murderer Breivik the lack of multiple sources of information play an important part in explaining why they become extreme.

But my interest here is not about the extremism. Its about the lack of connection to the geographically located people. What will the long term effects of this? In particular among those normal users who do not become extremists…

For example: If a nation state attempts to motivate it’s existence through a shared culture and history. But what is the nation state without a shared culture?

Peter Langmar's Cultural Sphere and Public Interest

Reading and enjoying Peter Langmar‘s masters thesis Cultural Sphere and Public Interest: Combining Free and Participatory Culture, Cultural Democracy and Critiques of Value Regimes to Rethink Policy, Artistic and Institutional Practices

Here is part of the abstract:

The thesis aims at a holistic and multidisciplinary redefinition of public interest in the cultural sphere, contextualised in the democratic and cosmopolitan era. The thesis reveals various problems and weaknesses of the cultural sphere by combining a wide variety of concepts and discourses such as critiques of: high and mass culture, aesthetics, monopolistic competition, hegemonic value and copyrights regimes. In other words the thesis merges the critiques of the oligopolistic actors, of the hegemonic copyright and value regimes of the cultural sphere.

Peter’s work is theoretically a bit heavy – it even includes a section on future research in the form of a PhD research proposal – but its highly readable and is well worth the time. So far I am most pleased with the ways in which he connects free culture, cultural democracy and participatory culture.

As it’s licensed under Creative Commons BY NC SA I have added it to the texts of interests in my growing open licensed collection of works of interest.

Barriers to Cultural Participation

Last week I completed my draft contribution to the Exploratory Workshop on Consuming the Illegal: Situating Digital Piracy in Everyday Experience which will be held in Leuven (17‐19 April 2011). The draft paper is called Barriers to Cultural Participation: Cultural Innovation and Control Online and attempts to go deeper into the problem of borrowing or appropriating earlier works in the creation of new cultural material.

What I am attempting to do is to point to the problem that while the law is a useful tool of regulation a great deal of regulatory power is in the hands of norms. The result is that amateur remixing is discriminated against and often runs the risk of being lost, instead of being encouraged as an important source for growth of cultural material.

So the paper looks at different forms of re-use (and gives examples of each). So in the end it looks like this… The thing to be discussed is therefore not the law but the ways in which certain types of remixing/borrowing/appropriation are tolerated while others seem not to be…

The end needs to be sharpened but here is what I have written so far (full draft is on scribd)

The topic of this paper was to take a closer look at some of the different ways in which cultural material is used and reused. In particular this work wanted to widen the discussion by not limiting it to being either a legal, technical or social topic. The production of innovative cultural material relies on a healthy access to earlier material, the creativity to expand on that material, the legal leeway to share that material and the technical platforms with which to reach other users.

For most of the history of copyright the most limiting factor for a large scale participatory cultural sphere has been limited by the lack of technical means with which to create and share the results of the work. Today these technological limitations have been reduced and are easily surpassed by most users wishing to participate in a cultural exchange.

We should therefore be entering into an unprecedented production of cultural material. One the one hand this is exactly what is happening. The amounts of copyrightable material being produced and spread today are far greater than in any other period in history. However, on the other hand, the legal risks and the regulation through licenses discussed here show that the material being produced and spread is discriminated against and is under risk of being removed, and its authors punished for their productions.

These issues need to be addressed. The original purpose of copyright, and its often legitimizing reason put forward today, is that by protecting the rights of the creator there will be an increased incentive to produce more material. Society offers a monopoly in return for an increased level of cultural material. However this bargain has been steadily eroded and is, at the point where it is technically possible for a wide scale participation in danger of being lost.

 

Call for Papers: GiKII VI

GikII VI, FREEDOM, OPENNESS & PIRACY?
26-28 June 2011
IT University
Göteborg, Sweden

Call for papers
Is GikII a discussion of popular culture through the lens of law – or is it about technology law, spiced with popular culture? For five years and counting, GikII has been a vessel for the leading edge of debate about law, technology and culture, charting a course through the murky waters of our societal uses and abuses of technology.

For 2011, this ship full of seriously playful lawyers will enter for the first time the cold waters of the north (well, further north than Scotland) and enter that land of paradoxes: Sweden. Seen by outsiders as well-organised suicidal Bergman-watching conformists, but also the country that brought you Freedom of Information, ABBA, the Swedish chef, The Pirate Bay and (sort of…) Julian Assange. We offer fine weather, the summer solstice and a fair reception at the friendly harbour of Göteborg.

So come one, come all… Clean your screens, look into the harder discs of your virtual and real lives, and present your peers with your ideas on the meaning of our augmented lives. Confuse us with questions, dazzle us with legal arguments, and impress us with your GikIIness. If you have a paper on (for example) regulation of Technology & Futurama, soft law in World of Warcraft, censoring social media & Confucius, the creative role of piracy on latter day punk or plagiarism among the ancient Egyptians – We are the audience for you (for a taste of past presentations see http://www.law.ed.ac.uk/ahrc/gikii/ ).

Application process

Please send an abstract not exceeding 500 words to Professor Lilian Edwards (Lilian.Edwards@strath.ac.uk) or Dr Mathias Klang (klang@ituniv.se). The deadline for submissions is 15 April 2011. We will try to have them approved and confirmed as soon as possible so that you can organise the necessary travel and accommodation.

Registration

As with previous years, GikII is free of charge, and therefore there are limited spaces available, so please make sure you submit your paper early. Priority is always given to speakers, but there are some limited spaces available for students and non-speakers. Registration will be open shortly at http://www.law.ed.ac.uk/ahrc/gikii/

Happy Public Domain Day

The first of January is Public Domain Day. The purpose of celebrating this day is to remember the wealth of culture that enters into the public domain every year. The list this year includes notables such as  Walter Benjamin his The Work of Art in the Age of Mechanical Reproduction is incredibly thought provoking, Mikhail Bulgakov – yes its time to reread The Master and Margarita, the artist Paul Klee and the Swedish Selma Lagerlof.

The Center for the Study of the Public Domain at Duke University has a webpage dedicated to the day. The Center also points out that while in Europe works are entering the public domain changes in US law are preventing this from happening:

What is entering the public domain in the United States? Sadly, we will have nothing to celebrate this January 1st. Not a single published work is entering the public domain this year. Or next year. Or the year after. Or the year after that. In fact, in the United States, no publication will enter the public domain until 2019. And wherever in the world you live, you now have to wait a very long time for anything to reach the public domain. When the first copyright law was written in the United States, copyright lasted 14 years, renewable for another 14 years if the author wished. Jefferson or Madison could look at the books written by their contemporaries and confidently expect them to be in the public domain within a decade or two. Now? In the United States, as in most of the world, copyright lasts for the author’s lifetime, plus another 70 years. And we’ve changed the law so that every creative work is automatically copyrighted, even if the author does nothing. What do these laws mean to you? As you can read in our analysis here, they impose great (and in many cases entirely unnecessary) costs on creativity, on libraries and archives, on education and on scholarship. More broadly, they impose costs on our entire collective culture.

“We are the first generation to deny our own culture to ourselves. Almost no work created during your lifetime will, without conscious action by its creator, become available for you to reproduce or build upon.”

We have little reason to celebrate on Public Domain Day because our public domain has been shrinking, not growing. Samuel Beckett’s English-language version of Waiting for Godot, his existentialist play in which two characters wait for a Godot who never appears, was published in 1954 and would once have been entering the public domain on January 1, 2011. To quote Vladimir from the play: “But that is not the question. What are we doing here, that is the question. And we are blessed in this, that we happen to know the answer. Yes, in this immense confusion one thing alone is clear. We are waiting for Godot to come—” 56 years later, we are still waiting.

The three hurdles in the path of free culture

Social advances (albeit unequally distributed) have granted people the leisure time to focus on the production of non-essential products and services. Advances in technology have radically reduced the costs for preserving and communicating these cultural artifacts beyond the boundaries of time and space. However it was not until the last 150 years where we have seen the technical and social advances necessary to enable widespread dispersion of the tools of cultural creation and communication to a wider group of users – the amateurs.
The oldest of these technologies is the art of reading and writing which challenged the status of memory. Plato was aware of the conflict and wrote about the art of writing in Phaedrus:

“…for this discovery of yours [writing] will create forgetfulness in the learners’ souls, because they will not use their memories; they will trust to the external written characters and not remember of themselves. The specific which you have discovered is an aid not to memory, but to reminiscence, and you give your disciples not truth, but only the semblance of truth; they will be hearers of many things and will have learned nothing; they will appear to be omniscient and will generally know nothing; they will be tiresome company, having the show of wisdom without the reality.”

This criticism tends to repeat itself with each new technology that redresses the shift of power among those who create culture and those who create culture with the aid of new technology. Arguments similar to those presented by Plato were used in the discussions of the relationships between photography and copyright. Mediating culture with technology brings about discussions on which of the forms of culture are more valuable and deserve protection.

In USA, after Congress amended the Copyright Act to include photography in 1865 the case of Burrow-Giles Lithographic Co. v. Sarony discussed whether the photographer Sarony could have sole rights to his portrait of Oscar Wilde. The United States Supreme Court ruled that photographs could be “representatives of original intellectual conceptions of an author.” While in the UK the courts stated in the Graves’ Case (1869) LR 4 QB 715 (a case under the Fine Arts Copyright Act 1862 dealing with a photograph of an engraving) that it was “…difficult to say what can be meant by an original photograph. All photographs are copies of some object.”

From these illustrations it is my intention to show that the discussions of culture, technology, value and protection are under constant discussion and movement and therefore are neither fixed nor moving in a linear development from one stage to the next. With the widespread dissemination of a cheap and simple (both terms to be take relatively) technology of digitalization coupled with an open communications infrastructure further barriers to amateur production of culture were removed.

This leads us up until today when the hurdles facing the individual wishing to become a cultural producer are no longer issues of time, economy or technical know-how. What are left are the two major barriers of creativity and copyright. Since it is beyond my ability to discuss the creativity of others I shall limit myself to developing what is meant by the limiting factor of copyright on the creativity of individuals by presenting the three main copyright related hurdles to free culture. The three hurdles are FUD, DRM & copyfraud. The common factor for these three hurdles is that they prevent the free use of cultural material in the development of new cultural artifacts and since our common cultural heritage provides the “raw material” in cultural production the means to develop new material is seriously curtailed.

Fear Uncertainty & Doubt (FUD)
The complexities of copyright have created a great deal of uncertainty among those actors attempting to create cultural artifacts while remaining within the limits of the law. The results of FUD favor inactivity since the perceived risks of violating copyright are seen as too great to risk. FUD is an important factor in different situations, for example: (1) where the creator intends to expose his/her product in a more formal setting e.g. a young film maker may easily add music or images to his/her film without permission but this will limit his/her ability to display the works to the public. (2) Orphaned works i.e. when the author of a work has been “lost” it becomes impossible to ask permission to reproduce and valuable cultural information is lost to the world. (3) The ability of museum and archives to reproduce or present their material to the world. At present the conflict between the National Gallery and Wikipedia provides an excellent illustration of this point. The latter is a great source of concern to many public cultural heritage institutions.

Digital Restrictions Management (DRM)
In an attempt to ensure control over intellectual property many organizations and individuals are implementing digital protection measures. The goal of these measures is to ensure that the copying and spreading of copyrightable material is prevented. However these digital measures tend to create rights for the owners that often go beyond the fair use rights of those attempting to consume the cultural artifacts. In addition to this, legislation intended to prevent users from circumventing digital protection measures have been enacted in most jurisdictions. The effect of such legislation is to make moot whether or not the user has fair use rights under copyright since he/she is illegally circumventing a digital protection measure.

Copyfraud
The general state of confusion surrounding the extent of protection granted by copyright is being used (intentionally and unintentionally) to claim copyright over material which either may not be copyrightable or material for which the period of copyright protection has passed. These illegitimate limitations to the public domain may of course be contested in court but such actions are costly, entail an element of risk and favor the party with better lawyers. Therefore material, which under copyright legislation is available to all, is prevented from becoming part of our common cultural raw material that may be freely used.