Title VII

Yesterday, Attorney General Jeff Sessions sent a memo to agency heads and US attorneys. Obtained by BuzzFeed, the memo read in part:

Title VII’s prohibition on sex discrimination encompasses discrimination between men and women but does not encompass discrimination based on gender identity per se, including transgender status.

In other words, while federal law previously recognized that Title VII of the 1964 Civil Rights Act applied to all forms of gender discrimination, the Justice Department is now choosing to interpret the law more narrowly; no longer protecting all men and women from employer, voting, or other forms of public discrimination. Specifically, transgender men and women will no longer have these federal protections.

Currently, only 20 states plus the District of Columbia have laws prohibiting discrimination against transgender individuals. So with the distribution of a memo, three fifths of our nation’s citizens just lost human rights protections which they had the day before.

It shouldn’t be that easy to take away basic rights.

Additionally, the removal of federal backing puts existing state laws into greater peril, as opponents are already mobilized trying to over turn state laws. Even more of our citizens could lose their rights.

This unconscionable act cannot go unchallenged.

In his memo, Session tries to sound nonchalant about stripping citizens of their rights. The new Justice Department interpretation is “a conclusion of law, not policy. As a law enforcement agency, the Department of Justice must interpret Title VII as written by Congress.”

Scapegoating Congress for this egregious interpretation, however, flies in the face of existing case law and existing understanding Title VII protections.

Sessions attempts to appear all innocent and neutral in re-interpreting this law:

The Justice Department must and will continue to affirm the dignity of all people, including transgender individuals. Nothing in this memorandum should be construed to condone mistreatment on the basis of gender identity, or to express a policy view on whether Congress should amend Title VII to provide different or additional protections.

But it’s not neutral to roll back protections which have been in place, and it’s not innocent to explicitly remove protections covering transgender individuals. Despite his claims to the contrary, this is a policy move, not a legal one.

Furthermore this move comes just days after the United States took a position – as just one of 13 countries – against a UN resolution condemning the death penalty as a sanction for same-sex relations.

Yes, you read that right – we are no longer against the state-sanction murder of people for being gay.

The current administration is waging a war against human rights on many fronts. I know we are tired, we are exhausted and numbed from the constant stream of negative news. But we cannot allow these policy changes to pass silently or without confrontation.

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Automated Methods for Identifying Civilians Killed by Police

I recently read Keith et al’s excellent paper, Identifying civilians killed by police with distantly supervised entity-event extraction, which was presented this year at the conference on Empirical Methods on Natural Language Processing, or, as it’s more commonly known, EMNLP.

The authors present an initial framework for tackling an important real world question: how can you automatically extract from a news corpus the names of civilians killed by police officers? Their study focuses on the U.S. context, where there are no complete federal records of such killings.

Filling this gap, human rights organizations and journalists have attempted to compile such a list through the arduous – and emotionally draining – task of reading millions of news articles to identify victim names and event details.

Given the salience of this problem, a Keith et al set out to develop a more streamlined solution.

The event-extraction problem is furthermore an interesting NLP challenge in itself – there are non-trivial disambiguation problems as well as semantic variability around indicators of civilians killed by police. Common false positives in their automated approaches, for example, include officers killed in the line of duty and non-fatal encounters.

Their approach relies on distant supervision – using existing databases of civilians killed as mention-level labels. They implement this labeling with both “hard” and a “soft” assumption models. The hard labeling assumes that every mention of a person (name and location) from the gold-standard database corresponds to a mention of a police killing. This assumption proves to be too hard and an inaccurate model of the textual input.

The “soft” models perform better. Rather than assume that every relevant sentence corresponds to a mention of a police killing, soft models assume that at least one of the sentences do. That is, if you take all the sentence in the corpus which mention an individual known to have been killed by police, at least one of those sentences directly conveys information of the killing.

Intuitively, this makes sense – while the hard assumption takes every mention of Alton Sterling, Michael Brown, or Philandro Castile to occur in a sentence mentioning a police killing, we know from simply reading the news that some of those sentence will talk about their lives, their families, or the larger context in which their killing took place.

For both assumptions, Keith et al compare performance between a convolutional neural net and a linear regression model – ultimately finding that the regression, with the soft assumption, out performs the neural net.

There’s plenty of room for improvement and future work on their model, but overall, this paper presents a clever NLP application to a critical, real world problem. It’s a great example of the broad and important impact NLP approaches can have.

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Social Ontology 2018: The 11th Biennial Collective Intentionality Conference

On August 22-25, 2018, Tufts University will host the biennial Collective Intentionality conference, with the Tisch College of Civic Life as a co-sponsor. This interdisciplinary and international conference will bring together people who study the nature of the social world and how to improve our models of it.

Topics include:

  • Approaches to the metaphysics of the social world
  • Collective intentionality and group cognition
  • The nature of institutions, firms, and organizations
  • The metaphysics of race and gender
  • The nature of law and legal applications of social ontology
  • Collective responsibility

Interdisciplinary contributions are encouraged.

Keynotes by:

  • Sally Haslanger, Ford Professor of Philosophy, MIT
  • Kit Fine, Silver Professor of Philosophy, NYU
  • Daron Acemoglu, Killian Professor of Economics, MIT
  • Scott Shapiro, Southmayd Professor of Law and Philosophy, Yale
  • Edwin Etieyibo, Associate Professor of Philosophy, Univ. of Witswatersrand
  • Amie Thomasson, Professor of Philosophy, Dartmouth (tentative)

More information about the organizers, how to submit abstracts, and even an essay prize are all here.

White Space

This weekend, I had the opportunity to attend a rich discussion hosted by The Welcome Project with local author Jennifer De Leon. The conversation focused on De Leon’s 2013 short story The White Space.

While helping her father put together his first résumé, the U.S.-born De Leon writes:

Without cell phone or fax numbers, email or website addresses, the top of the page looks lonely. Where do I write that my father grew up along the southern coast of Guatemala, where his father worked for the U.S.-owned United Fruit Company (UFC), which helped kick Communism to the world curb while pretending to care about Guatemalan citizens’ intake of bananas? They were only interested in profits and maintaining a capitalist economy. 

…On my own résumés over the last ten years, phrases like terminal degree, academic honors, and double major are arranged nearly under the canopy of this section. But I can’t use any of these terms here. My father was denied the opportunity to complete secondary school in Guatemala because he needed to help support his brothers and sisters. Instead he plucked feathers off dead chickens in a small factory in Guatemala City from the time he was 14 years old.

…So tonight, as I help my father write his first résumé, I struggle to find words to fill this white space.

There is much in De Leon’s story which would resonate with any adult child: that feeling that you don’t really know your parents the way you might know a friend; that there is something intangibly distant about their experiences; that they lived in and were shaped by a world which ceased to exist before you were born; that the rich texture of their experience will always be beyond your grasp.

There is much in her story which would resonate with any first-generation to college student: feeling that vast void which palpably disconnects generational experience; realizing the values and norms you so blithely take for granted can seem foreign and obscure; coming to the inescapable conclusion that those same norms glibly dismiss the experiences of people whom you know to have real value.

And, as De Leon and others discussed this weekend, there is much in her story which resonates broadly with children of immigrants: feeling the generational and cultural divide even more sharply; feeling ashamed at your lack of fluency in your parent’s language; feeling like you’re torn between selves, between worlds, between identities.

Feeling like nothing you can do will ever make up for the sacrifice your parents made on your behalf.

In reflecting on these all these interwoven, sweet and painful complications, De Leon concluded:

“Like most beautiful things in life, it’s not so simple. I just do my best.”

 

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NICD Explores Civility on Listen to America Tour

In case you haven’t heard, the ‘Listen to America’ tour kicked off last month and has been traveling from city to city to hold conversations with folks on their hopes, fears, and what it means to be American. The listening tour, a project by Huffpost and NCDD member org the National Institute for Civil Discourse, is seeking the voices often unheard and to facilitate conversations around civility while building the capacity to listen with each other. Read the full schedule to find out where the tour has gone so far and below you can read where the upcoming stops are going to be.

Below is an excerpt from the article written by long time NCDD member Carolyn Lukensmeyer of NICD and you can find the full original version at Huffpost’s site here.


Seeking Civility: The ‘Listen To America’ Tour

This week, HuffPost journalists embark on something normally reserved for politicians and presidential candidates. Over the course of the 25-city “Listen to America” tour, journalists at HuffPost will seek out voices from individuals and families of all ages and backgrounds to share their hopes, dreams and fears.

Listening tours provide an opportunity for political candidates to reach out and connect with everyday Americans and clear an important leadership hurdle: the ability to show that they care about people.

It’s not every day journalists adopt a tactic used by political candidates. But in our tumultuous times, empathy appears to be a skill that is lacking across society. As Americans continue to grow further apart, they seem to have stopped listening and resorted to shouting down people who might disagree with them.

Americans may not agree on very much these days, but we can recognize the divisions in front of us. A Pew Research Center poll from January found that 86 percent of Americans believe we’re more divided today than in the past. It’s only through listening, understanding, and respecting one another can we start to bridge this divide.

You can read the full article on Huffpost’s site here

Upcoming Tour Schedule 

Oct. 3 – Detroit + Dearborn
Oct. 4 + 5 – Fort Wayne, Ind.
Oct. 6 – Milwaukee, Wis.
Oct. 9 – Des Moines
Oct. 10 – Kansas City
Oct. 11 – Lincoln, Neb.
Oct. 13 – Casper, Wyo.
Oct. 16 – Livingston, Mont.
Oct. 18 – Provo, Utah
Oct. 20 – Tucson, Ariz.
Oct. 23 – Albuquerque, N.M.
Oct. 25 – Odessa, Texas
Oct. 27 – Houston
Oct. 29 + 30 – New Orleans

You can find the full original version of this article by Carolyn Lukensmeyer of NICD on Huffpost’s site at www.huffingtonpost.com/entry/seeking-civility-the-listen-to-america-tour_us_59b7213ee4b0883782dec284?

the era of cognitive bias

Jeff Desjardins offers this remarkable visualization of 188 cognitive biases that have been documented so far. This graphic adds value by organizing them in categories and subcategories. Click on the image to explore it.

We are witnessing a major turn to cognitive science. It has affected economics, which used to presume rational economic decision-makers who maximized their utility, but which now increasingly understands economic actors as deeply influenced by biases. It also affects a “civics class” view of democracy in which citizens can form opinions about policies and vote accordingly. It supports the alternative view, already championed by Schumpeter and Lippmann nearly a century ago, that people are highly imperfect reasoners when they turn to politics.

I believe all of this must be taken very seriously. However …

  1. We must be careful how to generalize about these findings. Because of our cognitive limitations, we tend to over-generalize specific observations. As a result, we may give too much credence to specific findings, or take a heterogeneous batch of findings as evidence of an oversimplified view of human cognition as a whole. It would be ironic if we over-stated human cognitive limitations because of our Belief Bias or Ambiguity Bias or some other documented limitation. See this piece for that same point.
  2. We should bear moral differences in mind. The Implicit Bias Test shows that most White Americans exhibit negative biases toward Black people. The same test also reveals many other biases. Racist biases could therefore be understood as mere examples of our hard-wired need to use heuristics to interpret the booming, buzzing confusion of the world that we experience. But negative racial stereotypes are worse than most other biases, at least in a country where having Black skin has always been dangerous. Moral distinctions cannot arise from the science of cognition; we must bring them separately to bear.
  3. We can design processes and contexts to manage cognitive biases. My favorite example (which I think I took from someone else): we did not evolve to be able to measure time as precisely as modern life requires. So we wear time-measuring devices on our bodies and hang them all over our walls. Likewise, we did not evolve to understand–or even to care about–news from foreign places. So we invented journalism and found ways to pay for it. The lesson is to steer between (a) naive optimism about humans’ mental capacities and (b) deterministic pessimism about human limitations. Our constraints are built in, but what we do about them is up to us.

See also: don’t let the behavioral revolution make you fatalisticevolution, game theory, and the morality of modern human beingsdon’t confuse bias and judgmentpopular theories of political psychology, challenged by dataqualms about Behavioral EconomicsJoseph Schumpeter and the 2016 election.

Re-imaging Politics through the Lens of the Commons

This essay of mine appeared on September 21 at journal-e, published by the 21st Century Global Dynamics website, UC Santa Barbara.

The rise of so many right-wing nationalist movements around the world—Brexit, Donald Trump, the neo-Nazis in Charlottesville, Virginia, anti-immigrant protests throughout Europe—have their own distinctive origins and contexts, to be sure. But in the aggregate, they are evidence of the dwindling options for credible change that capitalist political cultures are willing to consider. This naturally provokes the question: Why are the more wholesome alternative visions so scarce and scarcely believable?   Political elites and their corporate brethren are running out of ideas for how to reconcile the deep contradictions of “democratic capitalism” as it now exists. Even social democrats and liberals, the traditional foes of free-market dogma, seem locked into an archaic worldview and set of political strategies that makes their advocacy sound tinny. Their familiar progress-narrative—that economic growth, augmented by government interventions and redistribution, can in fact work and make society more stable and fair—is no longer persuasive.   Below, I argue that the commons paradigm offers a refreshing and practical lens for re-imagining politics, governance and law. The commons, briefly put, is about self-organized social systems for managing shared wealth. Far from a “tragedy,”2 the commons as a system for mutualizing responsibilities and benefits is highly generative. It can be seen in the successful self-management of forests, farmland, and water, and in open source software communities, open-access scholarly journals, and “cosmo-local” design and manufacturing systems.   The 2008 financial crisis drew back the curtain on many consensus myths that have kept the neoliberal capitalist narrative afloat. It turns out that growth is not something that is widely or equitably shared. A rising tide does not raise all boats because the poor, working class, and even the middle class do not share much of the productivity gains, tax breaks, or equity appreciation that the wealthy enjoy. The intensifying concentration of wealth is creating a new global plutocracy, whose members are using their fortunes to dominate and corrupt democratic processes while insulating themselves from the ills afflicting everyone else. No wonder the market/state system and the idea of liberal democracy is experiencing a legitimacy crisis.

Given this general critique, I believe that the most urgent challenge of our times is to develop a new socio-political imaginary that goes beyond those now on offer from the left or right. We need to imagine new sorts of governance and provisioning arrangements that can transform, tame, or replace predatory markets and capitalism. Over the past 50 years, the regulatory state has failed to abate the relentless flood of anti-ecological, anti-consumer, anti-social “externalities” generated by capitalism, largely because the power of capital has eclipsed that of the nation-state and citizen sovereignty. Yet the traditional left continues to believe, mistakenly, that a warmed-over Keynesianism, wealth-redistribution, and social programs are politically achievable and likely to be effective.

Cultural critic Douglas Rushkoff has said, “I’ve given up on fixing the economy.  The economy is not broken.  It’s simply unjust.” In other words, the economy is working more or less as its capitalist overseers intend it to work. Citizens often despair because struggle for change within conventional democratic politics is often futile—and not just because democratic processes are corrupted.  State bureaucracies and even competitive markets are structurally incapable of addressing many problems. The limits of what The System can deliver—on climate change, inequality, infrastructure, democratic accountability—are on vivid display every day. As distrust in the state grows, a very pertinent question is where political sovereignty and legitimacy will migrate in the future.   The fundamental problem in developing a new vision, however, is that old ideological debates continue to dominate public discourse. Politics is endlessly rehashing many of the same disagreements, failing to recognize that deep structural change is needed. There is precious little room for new ideas and projects to incubate and grow. New visions must have space to breathe and evolve their own sovereign logic and ethics if they are to escape the dead end of meliorist reformism.

As I explained in a recent piece for The Nation magazine, insurgent narratives and projects are actually quite plentiful. Movements focused on climate justice, co-operatives, tradition towns, local food systems, alternative finance, digital currencies, peer production, open design and manufacturing, among others, are pioneering new post-capitalist models of peer governance and provisioning. While fragmented and diverse, these movements tend to emphasize common themes: production and consumption to meet household needs, not profit; bottom-up decisionmaking; and stewardship of shared wealth for the long term. These values all lie at the heart of the commons.   For now, these movements tend to work on the cultural fringe, more or less ignored by the mainstream media and political parties. But that is precisely what has allowed them to evolve with integrity and substance. Only here, on the periphery, have these movements been able to escape the stodgy prejudices and self-serving institutional priorities of political parties, government agencies, the commercial media, philanthropy, academia, and the entrenched nonprofit-industrial complex.

Why is the public imagination for transformation change so stunted? In part because most established institutions are more focused on managing their brand reputations and organizational franchises. Taking risks and developing bold new initiatives and ideas are not what they generally do. Meanwhile, system-change movements are generally dismissed as too small-scale, trivial or apolitical to matter. They also fade into the shadows because they tend to rely on Internet-based networks to build new sorts of power, affordances (structural capacities for individual agency), and moral authority that mainstream players don’t understand or respect. Examples include the rise of the peasant farmers’ group La Via Campesina, transnational collaboration among indigenous peoples, platform co-operatives that foster sharing alternatives to Uber and Airbnb, and the System for Rice Intensification (a kind of open source agriculture developed by farmers themselves).   Rather than try to manage themselves as hierarchical organizations with proprietary franchises, reputations, and overhead to sustain, activists see themselves as part of social movements working as flexible players in open, fluid environments. Their network-driven activism enables them to more efficiently self-organize and coordinate activities, attract self-selected participants with talent, and implement fast cycles of creative iteration.

System-change movements tend to eschew the conventional policy and political process, and instead seek change through self-organized emergence. In ecological terms, they are using open digital networks to try to create “catchment areas,” a landscape in which numerous flows converge (water, vegetation, soil, organisms, etc.) to give rise to an interdependent, self-replenishing zone of lively energy. As two students of complexity theory and social movements, Margaret Wheatley and Deborah Frieze, write: 

When separate, local efforts connect with each other as networks, then strengthen as communities of practice, suddenly and surprisingly a new system emerges at a greater level of scale. This system of influence possesses qualities and capacities that were unknown in the individuals. It isn’t that they were hidden; they simply don’t exist until the system emerges. They are properties of the system, not the individual, but once there, individuals possess them. And the system that emerges always possesses greater power and influence than is possible through planned, incremental change. Emergence is how life creates radical change and takes things to scale.

The old guard of electoral politics and standard economics has trouble comprehending the principle of emergence, let alone recognizing the need for innovative policy structures that could leverage and focus that dynamic power. It has consistently underestimated the bottom-up innovation enabled by open source software; the speed and reliability of Wikipedia-style coordination and knowledge-aggregation, and the power of social media in catalyzing viral self-organization such as the Occupy movement, the Indignados and Podemos in Spain, the Jasmine Revolution in Tunisia, and Syriza in Greece. Conventional schools of economics, politics and power do not comprehend the generative capacities of decentralized, self-organized networks. They apply obsolete categories of institutional control and political analysis, as if trying to understand the ramifications of automobiles through the language of “horseless carriages.”

Instead of clinging to the old left/right spectrum of political ideology—which reflects the centrality of “the market” and “the state” in organizing society—we need to entertain new narratives that allow us to imagine new drivers of governance, production and culture. In my personal work, I see the enormous potential of the commons as farmers and fisherpeople, urban citizens and Internet users, try to reclaim shared resources that have been seized to feed the capitalist machine—and to devise their own governance alternatives. In this, the commons is at once a paradigm, a discourse, a set of social practices, and an ethic.    Over the past five years or more, the commons has served as a kind of overarching meta-narrative for diverse movements to challenge the marketization and transactionalization of everything, the dispossession and privatization of resources, and the corruption of democracy. The commons has also provided a language and ethic for thinking and acting like a commoner—collaborative, socially minded, embedded in nature, concerned with stewardship and long-term, respectful of the pluriverse that makes up our planet.   If we are serious about effecting system change, we need to start by emancipating ourselves from some backward-looking concepts and vocabularies. We need to instigate new post-capitalist ways of talking about the provisioning models and peer governance now emerging. Influencing unfolding realities may be less about electing different leaders and policies than about learning how to change ourselves, orchestrate a new shared intentionality, and hoist up new narratives about the commons.