Hazel Henderson: Billions are spent by governments, corporations and investors in training computer-based algorithms (i.e. computer programs) in today’s mindless rush to create so-called “artificial” intelligence, widely advertised as AI. Meanwhile, training our children and their brains (already superior to computer algorithms) is under-funded, schools are dilapidated, sited in run-down, often polluted areas while our teachers are poorly paid and need greater respect. How did our national priorities get so skewed?

In reality, there is nothing artificial about these algorithms or their intelligence, and the term “AI” is a mystification! The term that describes the reality is “Human-Trained Machine Learning”, in today’s mad scramble to train these algorithms to mimic human intelligence and brain functioning. In the techie magazine WIRED, October 2018, we meet a pioneering computer scientist, Fei-Fei LI, testifying at a Congressional hearing, who underlines this truth. She said, “Humans train these algorithms” and she talked about the horrendous mistakes these machines make in mis-identifying people, using the term “bias in—bias out” updating the old computer saying, “garbage in—garbage out”.

Professor LI described how we are ceding our authority to these algorithms to judge who gets hired, who goes to jail, who gets a loan, a mortgage or good insurance rates — and how these machines code our behavior, change our rules and our lives. She is now back at Stanford University after a time as an ethicist at Google and has started a foundation to promote the truth about AI, since she feels responsible for her role in inventing some of these algorithms herself. As a celebrated pioneer of this field, Professor LI says “There’s nothing artificial about AI. It’s inspired by people, it’s created by people and more importantly, it impacts people”.

So how did Silicon Valley invade our culture and worldwide technology programs with its short-term, money -obsessed values: “move fast and break things”; disrupt the current systems while rushing to scale and cash out with an IPO? These values are discussed by two insiders in shocking detail, by Antonio G. Martinez in “Chaos Monkeys” (2016) and Bloomberg’s Emily Chang in “Brotopia” (2018). These authors explain a lot about how training these algorithms went so wrong: subconsciously mimicking their mostly male, misogynist, often white entrepreneurs and techies with their money-making monopolistic biases and often adolescent, libertarian fantasies.

I also explored all this in my article “The Future of Democracy Challenged in the Digital Age”, CADMUS, October 2018, describing all these issues of the takeover by AI of our economic sectors; from manufacturing, transport, education, retail, media, law, medicine, agriculture, to banking, insurance and finance. While many of these sectors have become more efficient and profitable for the shareholders, my conclusion in “The Idiocy of Things” critiqued the connecting of all appliances in so-called “smart homes” as quite hazardous and an invasion of privacy. I urged humans to take back control from the over-funded, over-invested, over-paid computer and information science sectors too often focused on corporate efficiency and cost-saving goals driven by the profit targets demanded by Wall Street.

I have called for an extension of the English law, settled in the year 1215: “habeas corpus” affirming that humans own their own bodies. This extension would cover ownership of our brains and all our information we generate in an updated “information habeas corpus”. Since May 2018, European law has ratified this with its General Data Protection Regulation (GDPR), which stipulates that individuals using social media platforms, or any other social system do indeed retain ownership of all their personal data.

So, laws are beginning to catch up with the inhuman uses of human beings, with our hard-earned skills being used to train algorithms that then replace us! The computer algorithm trainers then employ out of-work people surviving in the gig economy on Mechanical Turk and Task Rabbit sites, in minimum, hourly- paid data entry tasks to train these algorithms!

Scientist Jaron Lanier in his “Ten Arguments for Deleting Your Social Media Accounts Now” (2018) shows how social media are manipulating us with algorithms to engineer changes in our behavior, by engaging our attention with clickbait and content that arouses our emotions, fears and rage, playing on some of the divisions in our society to keep us on their sites. This helps drive ad sales and their gargantuan profits and rapid global growth. Time to rethink all this, beyond the dire alarms raised by Bill Gates, Elon Musk and the late Stephen Hawking that these algorithms we are teaching will soon take over and may harm or kill us as did HAL in the movie “2001”.

Why indeed are we spending all this money to train machines while short-changing our children, our teachers and schools? Training our children’s brains must take priority! Instead of training machines to hijack our attention and sell our personal data to marketers for profit — let’s steer funds into tripling efforts to train and pay our teachers, upgrade schools and curricula with courses on civic responsibility, justice, community values, freedoms under habeas corpus (women also own their own bodies!) and how ethics and trust are the basis of all market and societies.

Why all the expensive efforts to enhance machine learning to teach algorithms to recognize human faces, guide killer drones, falsify video images and further modify our behavior and capture our eyeballs with click bait, devising and spreading content that angers and outrages — further dividing us and disrupting democracies?

Let’s rein in the Big Brother ambitions of the new techno-oligopolists. As a wise NASA scientist, following Norbert Weiner’s Human Use of Human Beings (1950), reminded us in 1965 about the value of humans: “Man (SIC) is the lowest-cost, 150 pound, nonlinear all-purpose computer system which can be mass-produced by un-skilled labor”, quoted in Foreign Affairs, July-August, 2015, p. 11. Time for common sense!

Hazel Henderson© 2018

Hazel Henderson D.Sc.Hon., FRSA, is founder of Ethical Markets Media, LLC and producer of its TV series. She is a world renowned futurist, evolutionary economist, a worldwide syndicated columnist, consultant on sustainable development, and author of The Axiom and Nautilus award-winning book Ethical Markets: Growing the Green Economy (2006) and eight other books.

Her editorials appear in 27 languages and 200 newspapers syndicated by Inter Press Service, and her book reviews appear on SeekingAlpha.com. Her articles have appeared in over 250 journals, including (in USA) Harvard Business Review, New York Times, Christian Science Monitor; and Challenge, Mainichi (Japan), El Diario (Venezuela), World Economic Herald (China), LeMonde Diplomatique (France) and Australian Financial Review.

Photo by Ferrari + caballos + fuerza = cerebro Humano 

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Too much and for too long, we seemed to have surrendered personal excellence and community values in the mere accumulation of material things. Our gross national product, […] if we judge the United States of America by that — counts air pollution and cigarette advertising, and ambulances to clear our highways of carnage. It counts special locks for our doors and the jails for the people who break them. It counts the destruction of the redwood and the loss of our natural wonder in chaotic sprawl. It counts napalm and counts nuclear warheads and armored cars for the police to fight the riots in our cities and the television programs which glorify violence in order to sell toys to our children. Yet the gross national product does not allow for the health of our children, the quality of their education or the joy of their play. It does not include the beauty of our poetry or the strength of our marriages, the intelligence of our public debate or the integrity of our public officials. It measures neither our wit nor our courage, neither our wisdom nor our learning, neither our compassion nor our devotion to our country, it measures everything in short, except that which makes life worthwhile.

Senator Robert Kennedy, 1968

We have known for a long time that judging an economy’s progress and success in quantitative (financial) terms leads to dangerous distortions and misplaced priorities. In 1972, Limits to Growth warned of the potentially devastating environmental effects of unbridled growth and resource depletion on a finite planet. While some of the predictions made were delayed by the extraordinary resilience of the planetary system, recent research suggests that we are now very close to witnessing the collapse scenario of ‘business as usual’ that the authors warned of. In their 30 years up-date to Limits to Growth the authors emphasized:

Sustainability does not mean zero growth. Rather, a sustainable society would be interested in qualitative development, not physical expansion. It would use material growth as a considered tool, not a perpetual mandate. […] it would begin to discriminate among kinds of growth and purposes for growth. It would ask what the growth is for, and who would benefit, and what it would cost, and how long it would last, and whether the growth could be accommodated by the sources and sinks of the earth.

Meadows, Randers & Meadows (2005: 22) 224

The calls for ‘de-growth’ (Assadourian, 2012), post-growth economics (Post Growth Institute, 2015), prosperity without growth (Jackson, 2011), and a ‘steady state economy’ (Daly, 2009) have become louder and have found a much wider audience in recent years. All these more or less anti-growth perspectives make important contributions to our rethinking of economics with people and planet in mind, but they might be over-swinging the pendulum.

As a biologist who is aware of how growth in living systems tends to have qualitative and quantitative aspects, I feel uncomfortable with demonizing ‘growth’ altogether. What we need is a more nuanced understanding of how as living systems mature they shift from an early (juvenile) stage that favours quantitative growth to a later (mature) stage of growing (transforming) qualitatively rather than quantitatively.

It seems that our key challenge is how to shift from an economic system based on the notion of unlimited growth to one that is both ecologically sustainable and socially just. ‘No growth’ is not the answer. Growth is a central characteristic of all life; a society, or economy, that does not grow will die sooner or later. Growth in nature, however, is not linear and unlimited. While certain parts of organisms, or ecosystems, grow, others decline, releasing and recycling their components which become resources for new growth.

Fritjof Capra and Hazel Henderson (2013: 4)

Capra and Henderson argue that “we cannot understand the nature of complex systems such as organisms, ecosystems, societies, and economies if we describe them in purely quantitative terms”. Since “qualities arise from processes and patterns of relationships” they need to be mapped rather than measured (p.7). There are close parallels between the difference in how economists and ecologists understand the concepts of growth and development. While economists tend to take a purely quantitative approach, ecologists and biologists know how to differentiate between the qualitative and quantitative aspects of both growth and development.

It appears that the linear view of economic development, as used by most mainstream and corporate economists and politicians, corresponds to the narrow quantitative concept of economic growth, while the biological and ecological sense of development corresponds to the notion of qualitative growth. In fact, the biological concept of development includes both quantitative and qualitative growth.

(ibid: 9)

Life’s growth patterns follow the logistic curve rather than the exponential curve. One example of aberrant quantitative growth in living systems is that of cancer cells which ultimately kill their host. Unlimited quantitative growth is fatal for living systems and economies. Qualitative growth in living organisms, ecosystems and economies, “by contrast, can be sustainable if it involves a dynamic balance between growth, decline, and recycling, and if it also includes development in terms of learning and maturing” (p.9). Capra and Henderson argue:

Instead of assessing the state of the economy in terms of the crude quantitative measure of GDP, we need to distinguish between ‘good’ growth and ‘bad’ growth and then increase the former at the expense of the latter, so that the natural and human resources tied up in wasteful and unsound production processes can be freed and recycled as resources for efficient and sustainable processes.

(ibid: 10)

The distinction between good growth and bad growth can be informed by a deeper socio- ecological understanding of their impact. While bad growth externalizes the social and ecological costs of the degradation of the Earth’s eco-social systems, good growth “is growth of more efficient production processes and services which fully internalise costs that involve renewable energies, zero emissions, continual recycling of natural resources, and restoration of the Earth’s ecosystems” (p.10). Capra and Henderson conclude: “the shift from quantitative to qualitative growth […] can steer countries from environmental destruction to ecological sustainability and from unemployment, poverty, and waste to the creation of meaningful and dignified work” (p.13).

Nurturing qualitative growth through the integration of diversity into interconnected collaborative networks at and across local, regional and global scales facilitates the emergence of regenerative cultures.

[This is an excerpt from my book Designing Regenerative Cultures, published by Triarchy Press, 2016.]

Photo by Tim @ Photovisions

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BARRIO SOLAR was created on September 21st, the day after Hurricane Maria devastated the island nation of Puerto Rico.

Our team at BARRIO SOLAR has developed a simple and cost-effective way to ship a variety of solar devices to the island, where they will be distributed to shelters, community centers and homes – especially the small towns in the center and south of the island – where immediate aid and reconstructed power sources are least likely to be deployed.

The solar devices to be shipped to Puerto Rico will be collected and distributed by a network of 35 women’s shelters and aid organizations under the leadership of Paz para la Mujer. By partnering with these women’s networks, we will be avoiding the risk of black market profiteering and, as we are at this moment a fully volunteer network, the entire distribution effort will be done for free.

Our goal is to raise $25,000 within the next few weeks, and to have the products on the ground in Puerto Rico by the first week of December.

We have purposely limited this fundraiser to $25,000, because it will be the first run of our new distribution network, and we want to ensure that our partners at Paz para la Mujer are able to accommodate this volume of solar devices.

We have teamed up with CENSA, the Center for the Studies of the Americas in Berkeley, CA, as our fiscal sponsor. They will ensure that the funds we raise go directly to purchase the solar kits and lights noted above.

With your help, we can provide immediate relief to thousands of people in Puerto Rico, who currently have no power or fresh water.

Once our goal of $25,000 is met, we will buy the products and have them immediately shipped directly to Puerto Rico within the first week of December.

People have asked us: why bother with this initiative when so many other larger organizations are taking solar power to Puerto Rico?
Our response? We at BARRIO SOLAR are proud to be among the many organizations that are bringing fossil fuel independence to the island of Puerto Rico via solar technologies, and we are excited to be part of these self-organizing solar support networks.

Please be generous in your support for the people of Puerto Rico.

Gracias! Thank You!

Fritjof Capra, Indira Cortes and Elizabeth Hawk for BARRIO SOLAR

Click here to contribute to the campaign

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