My favorite Review

Since today’s my birthday, I’ve decided I have a right for some shameless promotion.

Earphones Award Winner

by Malcolm R. Campbell | Read by Wanda J. Dixon

Fantasy • 4 hrs. • Unabridged • © 2015

Wanda J. Dixon’s warmth and gorgeous singing voice are superb in this story about Conjure Woman Eulalie, which is told through the voice of her cat and spirit companion, Lena. Dixon zestfully portrays Eulalie, who is “older than dirt” and is kept busy casting spells, mixing potions, and advising people–that is, when the “sleeping” sign is removed from her door. Most distinctive is Eulalie’s recurring sigh, which conveys her frustration with Florida in the 1950s, when Jim Crow laws and “Colored Only” signs were routine. Dixon’s Lena is fully believable when she spies around town and reports to Eulalie that rednecks have raped and murdered a young woman. They almost escape until Eulalie persuades a witness to come forward. Listeners will marvel at the magical realism in this story and benefit from the helpful glossary of the charming local dialect. S.G.B. Winner of AudioFile Earphones Award © AudioFile 2016, Portland, Maine [Published: SEPTEMBER 2016]

‘Redemption’ by Deborah J. Ledford

Some years ago, I was a fan of Ledford’s “Smoky Mountain Inquest Series” which I thought was exceptionally well written with a strong sense of place and wonderful action sequences. So I am happy to see a new novel coming out on September 1, the first of the “Eva ‘Lightning Dance’ Duran” series.

From Ledford’s website: “Two-Time Nominee for the Anthony Award in the Best Audiobook Category. Agatha Award winner DEBORAH J LEDFORD is the award-winning author of the upcoming Eva “Lightning Dance” Duran Native American crime fiction novel REDEMPTION from Thomas & Mercer Amazon Publishing, set in Northern New Mexico.

From the Publisher

“From award-winning author Deborah J Ledford comes a thrilling new series featuring a Native American sheriff’s deputy who risks it all to find a friend who’s gone missing.

“After four women disappear from the Taos Pueblo reservation, Deputy Eva “Lightning Dance” Duran dives into the case. For her, it’s personal. Among the missing is her best friend, Paloma, a heroin addict who left behind an eighteen-year-old son.

“Eva senses a lack of interest from the department as she embarks on the investigation. But their reluctance only fuels her fire. Eva teams up with tribal police officer and longtime friend Cruz “Wolf Song” Romero to tackle a mystery that could both ruin her reputation and threaten her standing in the tribe.

“And when the missing women start turning up dead, Eva uncovers clues that take her deeper into the reservation’s protected secrets. As Eva races to find Paloma before it’s too late, she will face several tests of loyalty—to her friend, her culture, and her tribe.”

From Ledford’s Website

“Before her career as a writer she worked for a decade as a professional scenic artist for motion pictures, industrial films, national commercials and live theatre. Due to her work on industrial films for clients such as Intel and Motorola, Deborah earned security clearance through the US Government. Highest acclaim is for her scenic artistry on the Coen Brothers’ film Raising Arizona.

“Part Eastern Band Cherokee, she spent her summers growing up in the Great Smoky Mountains of western North Carolina where her Smoky Mountain Inquest book series are set. She lives in the Phoenix, Arizona area with her extremely patient husband and their awesome Ausky.

“Member of: International Thriller Writers Association (ITW), Sisters in Crime National (SinC), Crime Writers of Color (CWoC), Mystery Writers of America (MWA), Past-President of Sisters in Crime Desert Sleuths Arizona Chapter, 2012-2013.”

Looks good!

Malcolm

W H Confirms Moxie Robot Writes Biden’s Speeches

Washington DC, August 8, 2023, Star-Gazer News Service White House Press Secretary Karine Jean-Pierre said that the President relies on the new Moxie Robot to write his important speeches.

“It began as a test on behalf of Embodied Corp,” she said, “to see how well an AI entity could manage the Situation Room in times of a national crisis. The results were better than expected and highly positive. So we moved on to other tasks: scheduling, travel itineries, public tours, and even press briefings in which Moxie was dressed up to look like me.”

Staffers told reporters that “it wasn’t really rocket science” to give Moxi test runs on handling Cabinet meetings and speech writing.

According to the President’s  Chief of Staff  Jeff Zients, “Biden’s gaffes are built into the text of the speeches because they give GOP and Fox News analysts something to laugh about ad nauseam while completely missing the important points in the speech.  The President is the perfect actor when it comes to pretending he doesn’t know what’s talking about.” 

Informed sources said that the only flaw with the Moxie Robot is its tendency to make passes at the First Lady and Vice President Kamala D. Harris during White House teas and state dinners.

Apparently, Moxie  told the First Lady, “You broads have  come a long way but are still more interesting when you’re not wearing any underwear” and mentioned to Kamala Harris that “I can get you onto the cover of the next Sports Illustrated swimsuit edition if you’ll be a little more friendly if you catch my drift.”

Karine Jean-Pierre admitted that there are still a few software bugs to work out.

Story by Jock Stewart, Special Investigative Reporter

It takes a lot of moxie to rear children intelligently and lovingly

Since it’s an old word, let’s note that the online dictionary defines “moxie” as “force of character, determination, or nerve.” Parents have a covenant with their children to care for them properly. On the other hand, some parents are too busy, too bored, or too inept to care for their kids.

But there’s hope. A new product named “Moxie” is now on the market for parents who don’t have real moxie. Price tag: $799. Wikipedia says, “A social robot is an autonomous robot that interacts and communicates with humans or other autonomous physical agents by following social behaviors and rules attached to its role.”

Apparently, a lot of parents without moxie want Moxie because the product’s website is slow to load.is slow to load. Once there, they will learn that:

“Moxie is powered by SocialX®, Embodied’s breakthrough software platform that supports advanced conversation through:

  • Conversational AI
  • Body Language
  • Eye Contact
  • Emotion
  • Behavior Analytics
  • Premium Curated Content”

They will also learn that Moxie is “huggably soft,” you know like a parent would be if s/he were there. Moxie reaches life skills to kids from five to ten years of age, preparing their delicate psyches for the wonder years ahead. Moxie is purportedly their “bestie robot friend.”

USA Today approves: “Moxie is a robot companion on a mission to learn how to become a good friend to humans. Sent from the Global Robotics Laboratory, or G.R.L. for short, what Moxie needs is a real-life robot mentor, and the G.R.L. has chosen that mentor to be a child. Designed to engage with all kids needing to learn social, emotional, and life skills in the face of autismanxiety, depression, and more, Moxie and its mentor go on a series of missions that help them both to learn and grow.” I take issue with the notion that a robot will help with autism and anxiety.

 In fact, most of the product reviews are favorable. This surprises me because the entire concept is flawed–not in the construction of the robot but in the notion we want a robot rearing our children because the parents can’t be bothered with it.

Maybe those who buy Moxie are really looking for Mary Poppins. 

–Malcolm

 

 

 

 

If God told you the Earth would end tomorrow, what you you do today?

I’d do what I always do. Read books, spend time with my wife, and probably write a blog post about the number of people running around like chickens with their heads cut off. What would it serve, though, to do anything else than the things that have made one happy up to that point?

Since I’m combative, my response to God would “No it isn’t” unless I was drunk and might say “I hope you enjoy it.”

More and more scientists and philosophers are saying that the “reality” we see is an illusion and/or it’s a simulation. If so, the end of the Earth would be an illusion. I believe this. So, quite possibly I would see life and consensus reality the same way I always had. Those who don’t see the illusion aspect of life would probably believe they were caught between the pages of an apocalyptic novel like George R. Stewart’s Earth Abides or, worse yet, Cormac McCarthy’s The Road.

Either book–or a similar book–would be a learning experience because people would remain stuck within their pages until they realized (a) perception is reality, and (b) you create your own reality. If more people understood that now, we might avoid the wrath of climate change. We are already stuck, it seems, within the idea of climate change and, for the most part, don’t seem worried enough to do anything about it–or create a different reality.

Perhaps that’s too much responsibility to consider.

Malcolm

The cat in my novel “Conjure Woman’s Cat” sees reality in the way I’ve described it here. That’s why I have cats.

‘I remember when the sun was the boss of the job’

I found that “boss of the job” quote from a disgruntled newspaper editor when I wrote a short piece for a railroad newsletter about the influence of the railroads on the creation of time zones in the U. S.

In fact, without national standards, the railroads created their own five time zones in 1883 because it was impossible to publish schedules or even operate efficiently when every town and county rolled their own time zones. Looking back, Fox News said it was a “Brazen effort to bring sanity to cross-continental rail travel governs many aspects of life today.”

As the History Channel writes, “Most Americans and Canadians quickly embraced their new time zones, since railroads were often their lifeblood and main link with the rest of the world. However, it was not until 1918 that Congress officially adopted the railroad time zones and put them under the supervision of the Interstate Commerce Commission.” That “boss of the job” editor was, I think, in the minority.

The legislation adopting this for the country didn’t arrive until 1918 when Congress made time zones a law under the jurisdiction of the Interstate Commerce Commission and then the Department of Transportation.

Union Pacific’s “Track Record,” writes that, “Long before the days of Rolex, Citizen, and Apple, telling time was a little more complicated than simply glancing down at your watch. Back in the early 1800s, the sun served as the official ‘clock’ in the U.S., and time was based on each city’s own solar noon, or the point when the sun is highest in the sky.

“While this may have seemed like a good idea, this timekeeping method resulted in the creation of more than 300 local time zones across the country — not to mention the disparity in local time depending on your location. So, for example, while it could be 12:09 p.m. in New York, it could also be 12:17 p.m. in Chicago.

“Think about all of the confusion that would cause in today’s busy world!”

As 99% Invisible reports, “As the idea of standard times spread, delegates to the International Meridian Conference proposed a globe-spanning system that would involve 24 zones, each one an hour apart. Basically, it was the US-type system that expanded to an international scale. This seems like a fairly obvious solution in hindsight, but none of this was inevitable — time had worked just fine for thousands of years before it was sliced up into a 24-piece spherical pie (albeit with a few rough edges and exceptions).”

Bottom Line: don’t consult your sundial before watching TV, calling people far away, testifying in a murder trial (especially your own), or meeting a hot date from a few towns down the road.

Malcolm

P.S. Don’t get me started on the lunacy of daylight savings time.

‘My Way’ recorded by Frank Sinatra

Whether we consider “My Way” as Sinatra’s swan song as he approached retirement, a statement of principles for living, or just a nice song, it’s difficult to hear anyone else sing it. The 1969 song originated with the French song “Comme d’habitude” composed by Jacques Revaux with lyrics by Gilles Thibaut and Claude François that would be translated into English by Paul Anka.

When the song was released, friends on colleagues thought I was full of myself to see the song as a roadmap for my life. “Sinatra’s famous, you’re not. Find a better song.” I suggested “Roll Me Over in the Clover” making people think I really was approaching life my way.

As the song says “Regrets, I’ve had a few, But then again, too few to mention,” and that’s certainly true of anyone who refuses to kow tow to the movers and shakers.  In general, I don’t trust the movers and shakers, much less allow them to dictate the rules for a writer’s life.

In terms of regrets in the song, sure, I should have treated a lot of people more fairly than I did, though, many of these folks got bent out of shape because I wouldn’t do things their way. Some of them meant well and some of them didn’t. I had a boss once, the president of the company, who said the firm was in trouble in a department heads meeting because I didn’t do XYZ. I produced  a memo from six months prior to that in which I sought permission to do XYZ, his resonse being “absolutely not.” I quit the next day because, as the president, nobody else on the staff was willing to concede that he was the liar.

This is typical of the kinds of scrapes I get into, partly because I don’t trust authority and partly because I think when I’m hired to do a job based my experience, I think the bosses should at least listen. It doesn’t have to be my way when all kinds of compromises and idea-tweeking are obvious. At another company that was really too small to survive, the person doing my exit interview tried to shush me when I said that I was leaving because of “the brain trust who got us into this mess.”

So there it is. “My Way” has probably made life more difficult that it could have been. I’m very stubborn and refuse to compromise on principle in spite of what the powers that be want within the machinations of their own agendas. Both the companies mentioned here went out of business because they wouldn’t face the reality of the arena where they operated.

What about you? Do you think it’s better to keep quiet just to get along with the power structures around you, or call them out?

–Malcolm

Malcolm R. Campbell is the author of the conjure novel set in the Florida Panhandle in the Jim Crow era.

‘Nothing Like It in the World,’ by Stephen E. Ambrose

“While originally well received by the public at large, many reviews of the book by professional historians and other scholars, researchers, and experts in the field appearing in the weeks and months after its release were highly critical of the work as being poorly researched and edited as well as inadequately fact checked. Several longer form papers and commentaries were also produced by well-known experts on the history of the Pacific Railroad which documented in detail that the book was rife with factual errors, misquotes, contradictions, demonstrably misleading and/or inaccurate statements, and unsupported conclusions.” – Wikipedia

I first read this book when it came out in 2001. It was good reading and taught me a lot of things that only received cursory attention in high school and college history courses. Naturally, I was discouraged by the negative reviews the book received over time. Ambrose died in 2002, so her wasn’t around to defend himself. Nonetheless, I still think the book is worth a look because it presents the general story of the road that I doubt most college students graduating with a B.A. don’t know about. Most important are the facts that President Lincoln was the primary force behind a transcontinental railroad and that much of the surveying and other initial work began while the North was fighting a civil war.

From the Publisher

“In this New York Times bestseller, Stephen Ambrose brings to life the story of the building of the transcontinental railroad, from the men who financed it to the engineers and surveyors who risked their lives to the workers who signed on for the dangerous job.

“Nothing Like It in the World gives the account of an unprecedented feat of engineering, vision, and courage. It is the story of the men who built the transcontinental railroad—the investors who risked their businesses and money; the enlightened politicians who understood its importance; the engineers and surveyors who risked, and sometimes lost, their lives; and the Irish and Chinese immigrants, the defeated Confederate soldiers, and the other laborers who did the backbreaking and dangerous work on the tracks.

“The U.S. government pitted two companies—the Union Pacific and the Central Pacific Railroads—against each other in a race for funding, encouraging speed over caution. Locomotives, rails, and spikes were shipped from the East through Panama or around South America to the West or lugged across the country to the Plains. In Ambrose’s hands, this enterprise, with its huge expenditure of brainpower, muscle, and sweat, comes vibrantly to life.”

The Central Pacific Railroad started in Sacramento and was built towards the east. It merged with Union Pacific in 1996. At present, the primary class-one railroads which operate freight lines which are often used b Amtrak, are the Union Pacific (UP), Burlington Northern Santa Fe (BNSF), Canadian Pacific (BP) which recently acquired Kanas City Southern, Norfolk-Southern NS), and CSX Transportation.

That first railroad line, along with road operating in the North or South has become quite a sizeable rail network. Watching today’s tack crews add track or repair track gives one an appreciation of the manual work done on the CP by Chinese employees and the work done on the UP by Irish employees.

–Malcolm

Malcolm R. Campbell and his wife worked for a railway museum, restored old cars (including the one used by President Harding, and operated locomotives to move a large amount of rolling stock around the property  which grew from 12 acres to 30 acres while we were there.

At the end of the day, nothing beats a ‘Hell on Wheels’ town

“As the Railroad marched thus rapidly across the broad Continent of plain and mountain, there was improvised a rough and temporary town at its every public stopping-place. As this was changed every thirty or forty days, these settlements were of the most perishable materials,— canvas tents, plain board shanties, and turf hovels,—pulled down and sent forward for a new career, or deserted as worthless, at every grand movement of the Railroad company. Only a small proportion of their populations had aught to do with the road or any legitimate occupation. Most were the hangers-on around the disbursements of such a gigantic work, catching the drippings from the feast in any and every form that it was possible to reach them. Restaurant and saloon keepers, gamblers, desperadoes of every grade, the vilest of men and of women made up this ‘Hell on Wheels,’ as it was most aptly termed.” – Samuel Bowles, Our New West, 1869.

The towns, which followed the Union Pacific Railroad’s portion of the Transcontinental Railroad through Nebraska and Wyoming, tended to pop up out of nowhere near the end of track to meet the primary needs of hard-working men setting down the track: booze, prostitutes, and gambling. On a more wholesome note there was usually music and dancing and, when a larger settlement was near, a few shops and maybe a church. Generally speaking, there was only one murder per night.

These towns were portrayed in the 1924 silent film by John Ford called “The Iron Horse,” and later in the “Hell on Wheels” TV series aired between 2011 and 2016 on AMC. These towns did not appear on the Central Pacific section of the road out of  Sacramento because that line employed a large number of Chinese workers who found nothing attractive in sex, gambling, and whiskey. Frankly, these towns remind me of certain sections of the liberty ports I saw in the Navy in Japan, Hong Kong, and The Philippines.

The Union Pacific had more than it could handle in surveying, grading, and putting down rail to bother much with the Hell on Wheels towns, though as Stephen E. Ambrose notes in Nothing Like it in the World (about the creation of the railroad between 1863 and 1869), on at least one occasion the bosses went into a Hell of Wheels town and blasted it to hell. This victory was short-lived.

According to PBS “American Experience,” “The most striking feature of these insurgent colonies was their portability. As winter thawed, and the railroaders built toward new towns, agents of vice or enterprise could simply pack up their wares, dismantle their shacks, and follow along on the newly-laid track.”

Tent City

According to the Encyclopedia of the Great Plains, “The first “Hell on Wheels” town began near Fort Kearny, Nebraska Territory, in August 1866, when the Union Pacific line met Dobeytown, a settlement that existed to provide for the soldiers’ more earthy needs. Fort Kearny (later just Kearney) and North Platte, Nebraska; Julesburg, Colorado; Cheyenne, Laramie, Green River City, and Benton, Wyoming; and Bear River City and Corrine, Utah, were among the primary towns.”

Whether these places were heaven or hell depended on one’s perspective. If heaven, then a few murders were a small price to pay for everything you wanted after pounding spikes all day while fighting off Indians.

–Malcolm

Malcolm R. Campbell is the author of “Conjure Woman’s Cat,” the first novel in the Florida Folk Magic Series.

THE HUMAN SPARK THAT DRIVES CREATIVITY MUST BE SAFEGUARDED AS THREATS LOOM FROM ARTIFICIAL INTELLIGENCE

New AI Technologies Have Emerged as a Central Issue in Hollywood’s Writers’ and Actors’ Strikes

PEN.ORG: FOR IMMEDIATE RELEASE

(NEW YORK)–Warning that generative artificial intelligence could pose new threats to free expression by supercharging deception and repression and infringing on the work of writers and artists, PEN America today released Speech in the Machine: Generative AI’s Implications for Free Expression, an analysis of this watershed technological moment and its implications for civic trust, free speech, creative expression, authenticity and the very notion of truth.

The leading U.S. free expression and writers’ organization, in its new white paper, addresses knowns and unknowns about generative AI tools while offering principles to guide policymakers and others wrestling with the possible impacts on society.

The white paper adds free expression to concerns being voiced over generative AI, warning that the impact on this basic right— for good or for bad— will depend on whether governments and private companies “define and execute their human rights responsibilities.”

The analysis comes as the new technology has emerged as a central issue in the Hollywood writers’ and actors’ strikes, with both groups raising concerns over the use of their creative output and generative AI’s potential to harm livelihoods.  Authors have also filed suit arguing that current generative AI models infringe on their copyrights.

“If writers and creators are increasingly displaced by machines, it poses a threat not only to those creative artists, but to the public as a whole,” the white paper states. “The scope of inspiration from which truly new creative works draw may be narrowed, and the very power of literature, television, and film to catalyze innovative ways of thinking may be undercut.” The paper suggests that its use in creative fields could potentially lead to works “that are less rich or reflective of the expansive nuances of human experience and expression.”

Suzanne Nossel, PEN America’s CEO, said:  “We cannot afford another failure of imagination when it comes to the ramifications of generative AI for society.  As we come to grips with the immense potential of large language models, we need to think expansively about their potential to reshape our workplaces, schools, culture and communities.  Large language AI models are innately derivative; the greater their influence the more uniform our television, film and books may become.  Their potential to tailor entertainment output to meet user demands may satisfy the consumer while impoverishing our human collective experience. Social media has taught us that once these systems grow to scale, their power to reshape society can outstrip the ability of courts, regulators and even creators themselves to contain potential harms.  We are on notice that these risks exist, and bear an urgent responsibility to assess and manage them before AI overtakes us.”

READ Suzanne Nossel’s essay in The New Republic, “Hollywood’s Fight Against AI Will Affect Us All,” which discusses the potential of generative AI to reshape culture, discourse and our dealings with one another.

The 36-page PEN America white paper argues that generative AI tools may spur inspiration and ingenuity–or overtake human communication in ways that undercut authenticity in public discourse and the underlying value of open expression.

“Generative AI and automated tools represents a sea change in how artists, journalists, and writers create, interact with, and disseminate content, and how the public understands and consumes it. These changes offer opportunities for new forms of expression and creativity, while simultaneously posing threats to expressive conduct,” the white paper states.

Summer Lopez, chief program officer for free expression at PEN America, said: “Generative AI is on a path to revolutionize how humanity engages with language and information, and to reshape imaginative possibilities across many fields. As these technologies evolve, we must safeguard the uniquely human spark of inspiration that drives the creative process, protect the work of writers and artists from usurpation or exploitation, and anticipate how generative AI can turbocharge existing threats to free expression. We must recognize and head off the risks now.”

Beginning in 2017, PEN America raised the alarm about disinformation in a prescient landmark report, Faking News, warning about threats – including to the rise of strongman politics and the management of public health crises  that were seen then as “far-fetched,” but now reflect reality.

The piecemeal and hotly contested efforts by tech companies and social media platforms to counter disinformation ”may in retrospect look like a mere rehearsal for more disruptive threats posed by generative AI,” the white paper says.

Generative AI is arriving at precisely the moment when key social media platforms like Facebook and Twitter/X have drastically cut staff responsible for online trust and safety.

In 2019, PEN America’s Losing the News report documented the collapse of local journalism in the U.S. and consequences for democracy and civic trust, an unforeseen result of the rise of the internet and social media that also highlights the importance of anticipating what implications generative AI may have on the information ecosystem as a whole.

Among other concerns related to free expression raised, PEN America included the following:

  • Generative AI could further complicate the economic challenges facing journalism, and shrink the pool of jobs in the field, upon which democracy relies. In addition, the technologies could make the creation of fraudulent news sources easier, and the sites themselves more convincing.
  • Generative AI potentially blurs the lines between what is real, what is a human creation, and what is machine-generated, putting at risk the protection and ownership of ideas and posing a potential threat to the livelihoods of writers and artists.
  • The tools are making it cheaper and easier to wield more sophisticated and convincing disinformation campaigns for those with malign intent, as they are also becoming harder to detect. Online abuse campaigns–particularly those waged by governments against their critics–often rely on disinformation and generative AI can be harnessed to catapult disinformation to new levels.
  • Efforts to address the threats posed by generative AI risk censorious or chilling tactics either deliberately, with governments specifically censoring how people can use generative AI, or by using AI’s threats as an excuse to enact new restrictions on expression.
  • Research findings suggest that generative AI tools could be wielded–or weaponized– to manipulate opinions and skew public discourse via subtle forms of influence on their users. AI chatbots designed to reflect a particular ideology could further entrench existing cultural and political echo chambers.

Recent efforts by the White House and Congress to address issues posed by generative AI technologies include the Biden Administration’s securing of voluntary commitments from AI companies for safe, secure, transparent development of these new technologies, Senate Majority Leader Chuck Schumer’s SAFE Innovation framework (“security, accountability, protecting our foundations, and explainability”) is meant to guide comprehensive AI-focused legislation following a May Congressional hearing on AI that raised concerns such as harmful content, disinformation, racial bias, and a lack of transparency.

In its recommendations to policymakers, PEN America urges a regulatory approach that incorporates both risk considerations and fundamental rights, noting the importance of–and overlap between–the approaches. Observing what it views as a “false dichotomy” between either a “rights-based” approach to regulation, such as the Biden Administration’s Blueprint for an AI Bill of Rights, or a “risk-based” approach, such as the European Union’s AI Act, the white paper states: “Not only is the rights vs. risk framing unnecessary, some of those documents that purport to fall into one camp or the other are actually both.”

The white paper lays out additional guiding principles for policymakers and industry with regard to this emerging technology. Among these are:

  • Consultations with human rights advocates, scientists, academics, and other experts to to craft workable policy solutions and ensure regulations support free expression, speech, creativity, and innovation
  • Rather than being fixed in perpetuity or requiring consensus to update, regulations should ensure flexibility, such as regular review and adaptation to respond to technological change
  • Regulators should seek to ensure transparency and access for researchers to algorithms, data sources and uses, and other mechanics of AI technologies
  • Prioritizing fairness and equity to reduce bias and move closer to building trustworthy systems. Companies can advance these priorities by ensuring AI models are designed and built by diverse teams
  • Security and privacy should provide the foundation for AI system development and deployment with practices such as regular audits or surveys to detect anomalies, protection against attacks by third-parties, and encryption benchmarks to be met.
  • When AI is used to automate decision-making, for example in content moderation, search engine results, or other cases, appeals and remedy options that are accessible and effective must also exist with automated process(es).
  • The business models that will drive the spread of generative AI are only now being invented and refined; as these mechanisms emerge and before they become entrenched, it will be essential to rigorously assess how they shape AI-driven content and discourse.