The articles cover the following:
- Mapping AI use cases to domains of social good
- AI capabilities that can be used for social good
- Overcoming bottlenecks, especially around data and talent
- Risks to be managed
- Scaling up the use of AI for social good
The articles cover the following:
The abstract from this article:
“Going back to Kohlberg, moral development research affirms that people progress through different stages of moral reasoning as cognitive abilities mature. Individuals at a lower level of moral reasoning judge moral issues mainly based on self-interest (personal interests schema) or based on adherence to laws and rules (maintaining norms schema), whereas individuals at the post-conventional level judge moral issues based on deeper principles and shared ideals. However, the extent to which moral development is reflected in structural brain architecture remains unknown. To investigate this question, we used voxel-based morphometry and examined the brain structure in a sample of 67 Master of Business Administration (MBA) students. Subjects completed the Defining Issues Test (DIT-2) which measures moral development in terms of cognitive schema preference. Results demonstrate that subjects at the post-conventional level of moral reasoning were characterized by increased gray matter volume in the ventromedial prefrontal cortex and subgenual anterior cingulate cortex, compared with subjects at a lower level of moral reasoning. Our findings support an important role for both cognitive and emotional processes in moral reasoning and provide first evidence for individual differences in brain structure according to the stages of moral reasoning first proposed by Kohlberg decades ago.”
A Nieman Reports article highlights four startups seeking to improve public discourse. Let’s hope efforts to create methods and technologies along these lines accelerate and succeed in producing positive outcomes.
See this report. While it also applies to ignorant Dems, however “studies have shown that Democrats now tend to be generally more educated than Republicans, making the latter more vulnerable to the Dunning-Kruger effect.”
“Perhaps this helps explain why Trump supporters seem to be so easily tricked into believing obvious falsehoods when their leader delivers his ‘alternative facts’ sprinkled with language designed to activate partisan identities. Because they lack knowledge but are confident that they do […] they are less likely than others to actually fact-check the claims that the President makes. This speculation is supported by evidence from empirical studies.”
“In the field of psychology, the Dunning–Kruger effect is a cognitive bias in which people of low ability have illusory superiority and mistakenly assess their cognitive ability as greater than it is. The cognitive bias of illusory superiority comes from the inability of low-ability people to recognize their lack of ability; without the self-awareness of metacognition, low-ability people cannot objectively evaluate their actual competence or incompetence.”
“A new study published in the journal Political Psychology, carried out by the political scientist Ian Anson at the University of Maryland Baltimore County, not only found that the Dunning-Kruger effect applies to politics, it also appears to be exacerbated when partisan identities are made more salient. In other words, those who score low on political knowledge tend to overestimate their expertise even more when greater emphasis is placed on political affiliation. […] This occurred with both Republicans and Democrats, but only in those who scored low on political knowledge to begin with.”
“We should not lose all hope in trying to reach the victims of the Dunning-Kruger effect. At least one study found that incompetent students increased their ability to accurately estimate their class rank after being tutored in the skills they lacked. With the right education methods and a willingness to learn, the uninformed on both sides of the political aisle can gain a meta-awareness that can help them perceive themselves more objectively.”
The threat to our democracy isn’t partisanship on both sides; it’s intolerant white Americans that are prone to authoritarianism. When the imagine that their white identity is threatened they support undemocratic, authoritarian rule. And of course Dump is the perfect authoritarian to stoke their prejudices to impose undemocratic restrictions on some of the population. Which is, of course, a “repudiation of American values and democratic commitments.”
Of course this phenomenon has been going on before Dump; it’s been in the Repugnantan playbook for decades with vote ID laws and other voter suppression tactics that are specifically aimed at those of color. So it’s no wonder that Dump comes along and takes over a playing field well prepared for just such a racist authoritarian.
So remember that what’s going on is not equivalent on both sides of the political spectrum.* Liberals may be partisan but they do not suggest laws that curtail democracy but rather reinforce it.** These intolerant white Repugnantans are more than partisan; they are authoritarian and don’t care if democracy is destroyed in the process of enacting authoritarian rule.
*Like Dump proclaiming that there were good people on both sides of a Nazi march. You know, the good Nazis.
** If you’re thinking of the liberal student protestors wanting to prevent Nazis from speaking at their university, remember that the 1st Amendment does not allow any or all speech, e.g. fighting words. Being intolerant of racist hatred, a clear violation of free speech law, is not in any way the same as inciting racist hatred.
Thanks to Normalanga for sending this study to me, in which participants were paid to read opposing political Twitter feeds for a month. The results were that conservatives were “substantially more conservative” after the experiment, while liberals were “slightly more liberal […] though none of these effects were statistically significant.” It is obvious that liberal and conservative bias is on an asymmetrical scale.
Article by Jiaying Zhao et al. in The Conversation. Some excerpts:
“Despite the strong evidence that human activities are contributing to climate change, a small minority of the public disagrees with the scientific consensus. […] When we analyzed the data, we found a pattern: Conservatives who were less concerned about climate change were less likely to see climate-related words than liberals who were worried about the issue. In short, conservatives showed climate change blindness.”
“Now that we know people’s political orientation affects their visual attention to climate change, this raises a possible feedback loop, where concerned liberals readily tune their attention to news headlines about climate change and become even more concerned. But unconcerned conservatives may be more blind to the same headlines about climate change and therefore become more entrenched in their disbelief. The visual blindness can further deepen the denial of the real risks of climate change such as flooding, hurricanes, drought and heatwaves, and consequently a lack of action to mitigate climate change.”
The article goes on to suggest ways of framing climate change in terms amenable to these conservatives. See the link for more.
A Guardian article last October brings the darker aspects of the attention economy, particularly the techniques and tools of neural hijacking, into sharp focus. The piece summarizes some interaction design principles and trends that signal a fundamental shift in means, deployment, and startling effectiveness of mass persuasion. The mechanisms reliably and efficiently leverage neural reward (dopamine) circuits to seize, hold, and direct attention toward whatever end the designer and content providers choose.
The organizer of a $1,700 per person event convened to show marketers and technicians “how to manipulate people into habitual use of their products,” put it baldly.
subtle psychological tricks … can be used to make people develop habits, such as varying the rewards people receive to create “a craving”, or exploiting negative emotions that can act as “triggers”. “Feelings of boredom, loneliness, frustration, confusion and indecisiveness often instigate a slight pain or irritation and prompt an almost instantaneous and often mindless action to quell the negative sensation”
Particularly telling of the growing ethical worry are the defections from social media among Silicon Valley insiders.
Pearlman, then a product manager at Facebook and on the team that created the Facebook “like”, … confirmed via email that she, too, has grown disaffected with Facebook “likes” and other addictive feedback loops. She has installed a web browser plug-in to eradicate her Facebook news feed, and hired a social media manager to monitor her Facebook page so that she doesn’t have to.…It is revealing that many of these younger technologists are weaning themselves off their own products, sending their children to elite Silicon Valley schools where iPhones, iPads and even laptops are banned. They appear to be abiding by a Biggie Smalls lyric from their own youth about the perils of dealing crack cocaine: never get high on your own supply.
If you read the article, please comment on any future meeting topics you detect. I find it a vibrant collection of concepts for further exploration.
“What kinds of social media users read junk news? We examine the distribution of the most significant sources of junk news in the three months before President Donald Trump’s first State of the Union Address. Drawing on a list of sources that consistently publish political news and information that is extremist, sensationalist, conspiratorial, masked commentary, fake news and other forms of junk news, we find that the distribution of such content is unevenly spread across the ideological spectrum. We demonstrate that (1) on Twitter, a network of Trump supporters shares the widest range of known junk news sources and circulates more junk news than all the other groups put together; (2) on Facebook, extreme hard right pages—distinct from Republican pages—share the widest range of known junk news sources and circulate more junk news than all the other audiences put together; (3) on average, the audiences for junk news on Twitter share a wider range of known junk news sources than audiences on Facebook’s public pages.”
A recent article in The Atlantic reports fascinating research on the relative effectiveness of typical and moral-framing based approaches to persuading people of an opposing political orientation to see value in alternative positions. The upshot is that there are verifiably effective methods for getting around entrenched, reflexive opposition.