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    Home»Emerging Tech»Future Good mailbag: Is AI mendacity? And different reader questions, answered.
    Emerging Tech

    Future Good mailbag: Is AI mendacity? And different reader questions, answered.

    Sophia Ahmed WilsonBy Sophia Ahmed WilsonAugust 31, 2025No Comments11 Mins Read
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    Future Good mailbag: Is AI mendacity? And different reader questions, answered.
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    For the previous couple of years, we’ve been asking Future Good publication readers what their greatest questions are. And whereas we normally reply privately, we figured we’d attempt one thing new: a reader mailbag!

    This week, we’ve answered questions from three readers on traditional FP points: synthetic intelligence, animal welfare protection, and, in fact, altruistic kidney donations. We’d love to do extra of those, so in case your query wasn’t featured — or privately answered — please keep in contact for an opportunity to be included sooner or later.

    Enroll right here to discover the massive, difficult issues the world faces and essentially the most environment friendly methods to resolve them. Despatched twice per week.

    We’re additionally kicking off the method for our annual Future Good listing of changemakers. We’re in search of consultants, humanitarians, activists, movers, and shakers in world well being, broadly talking.

    If there may be somebody you wish to nominate, a subject you need defined, or a query you need us to reply sooner or later, fill out this kind or electronic mail us at futureperfect@vox.com. — Izzie Ramirez, deputy editor

    By which strategies can one confirm that no matter is produced by AI is actual and truthful?

    For any query you’re contemplating asking an AI mannequin, the very first thing it’s essential do is consider its epistemic nature: Is the reply knowable in an goal method? Or is it subjective?

    The very best use case is a scenario the place it’s exhausting so that you can give you the reply, however when you get a solution from the AI, you may simply verify to see if it’s right. I discover chatbots notably useful for semantic search — that’s, instances the place I say, “There’s some psychology idea or concept in philosophy that principally says XYZ, however I can’t keep in mind what it’s known as or who stated it, assist!” The chatbot will give its finest guess, after which I can simply fact-check that.

    ILLUSTRATION – 17 Could 2024, North Rhine-Westphalia, Cologne: An individual works at a pc with an illustrative picture generated by synthetic intelligence on the display, exhibiting code from numerous programming languages and a neural community diagram. On the assembly of telecommunications ministers on Could 21, the EU international locations are anticipated to lastly undertake the AI regulation within the EU. The European Parliament had already given the inexperienced mild for the undertaking beforehand. Photograph: Oliver Berg/dpa (Photograph by Oliver Berg/image alliance by way of Getty Photographs)
    Oliver Berg/image alliance by way of Getty Photographs

    Similar with different empirical information which might be verifiable by means of statement or knowledge — something from “What’s the boiling temperature for water?” to “Is it true that people share 98.8 p.c of their DNA with chimpanzees?” Whilst you can simply confirm the primary by your self by means of statement, you’ll have to depend on consultants’ knowledge for the second. In that case, it’s essential really feel assured that what’s produced by your fellow people is actual and truthful. We’ve developed instruments that enhance our confidence, just like the scientific methodology, so should you’re consulting scientific consultants, you may at the least have some extent of confidence that they’re reporting observable and repeatable information.

    Then there are domains which might be inherently subjective. For those who’ve bought the kind of query for which there is no such thing as a One True Reply, you’ll wish to be extra hesitant about utilizing AI. I believe moral dilemmas fall into this class; irrespective of how a lot OpenAI tries to create a “common verifier,” AI will at all times be restricted in its capability to advise you on tips on how to deal with an moral dilemma, as a result of there’s no One True Ethics. So, you may see what ideas an AI mannequin provokes in you, however don’t belief it as supplying you with the ultimate reply, particularly if what it’s saying appears off to you. In different phrases, you should use it as a thought associate, however don’t deal with it like an oracle.

    — Sigal Samuel, senior reporter

    Okay, after greater than 5 years as a vegan and 73 years on the planet, I wish to know why the nice majority of journalists constantly abandon all the pieces they realized about objectivity in terms of a large number of points with the monster business often known as “animal agriculture?” And I wish to know tips on how to fight that bias successfully.

    It’s a large blind spot for many of them. My finest guess is the conditioning is so robust. It begins as a toddler, is bolstered by the parental relationship, expands to prolonged household, mates, bolstered once more by all forms of promoting media, leisure, and so forth. Then they go to journalism faculty and are taught by instructors who even have this blind spot.

    So later a reporter will go to a “rooster farm” and empathize with them after they inform their story about dropping hundreds of birds to avian flu — their sense of loss isn’t in regards to the birds; it’s in regards to the cash. The reporter presents the story with out questioning the fundamentals. Issues like “the place are all of the male birds?” [and] “how is it potential for anybody to assume that 35,000 birds might be pressured to reside collectively in a constructing with out affordable entry to the outside?” and “why does it odor so dangerous?” and “why do you will have permission to restrict animals with out their permission?”

    I believe the reason being fairly easy: Journalists are individuals with their very own biases, similar to everybody else. That’s evident in how little protection manufacturing facility farming receives within the first place — it entails the abuse of billions of animals and tons of of hundreds of staff, and is a number one reason for lots of our environmental issues, but solely a handful of US journalists write about it full-time (together with yours really). Most information retailers and editors don’t take manufacturing facility farming critically, which is why I’m proud to work at Vox, the place we do.

    That’s essentially the most basic downside. However secondarily, whereas there may be loads of unbelievable protection of manufacturing facility farming, as a rule, I discover I’m upset with plenty of it, too. I see a number of recurring points:

    • Animal welfare is ignored or completely ignored. For instance, it’s not unusual for information tales about barn fires that kill hundreds of animals to conclude that “nobody was harm,” or for a narrative about tons of of hundreds of egg-laying hens killed to sluggish the unfold of hen flu to gloss over the brutal nature of that killing.
    • Deference to meat producers and corporations, or scientists employed by or affiliated with business, together with deceptive feedback that go unchallenged.
    • “Agriculture” is usually cited as a serious supply of environmental air pollution, when animal agriculture is disproportionately accountable.
    • Uncritical tales about proposed options to animal agriculture’s influence on the local weather, like methane-reducing feed components or manure biodigesters. Or uncritical protection of firms that declare to deal with their animals higher than the competitors (see our latest story on Fairlife milk).

    I’ve written one story about how the media might cowl these points higher, and I hope to maintain protecting that sooner or later.

    — Kenny Torrella, senior reporter

    Tales like Dylan Matthews’s years in the past led me to research donating a kidney to a stranger. I requested my physician about it, and surprisingly, as an alternative of encouraging me to save lots of a life, he tried to speak me out of it.

    He instructed me that it’s unlawful to donate a kidney to a stranger! I reside in Hong Kong, and possibly the rationale for prohibiting even the donation of a kidney to a stranger is the concern that folks would secretly settle for fee from the kidney recipient. However I don’t know why. Anyway, I thought of donating whereas on a trip within the US, however it might require an excessive amount of time, so I gave up.

    Sadly, my second kidney will in all probability die with me in outdated age, and somebody with kidney failure will needlessly die. Anyway, possibly one other story concept could be about paying kidney suppliers in international locations aside from the US?

    Most individuals aren’t as beneficiant as you!

    Within the US, solely a sliver of dwelling donations go to strangers. In the meantime, over 100,000 individuals sit on kidney waitlists. And, as you point out, the necessity for kidneys is a world downside, too.

    Many locations solely enable donations to relations or identified recipients (or require robust ethics critiques for unrelated donors), whereas a minority — just like the US, UK, Canada, and Australia — provide a proper pathway for nameless “good Samaritan” donors. In Hong Kong, the place you’re based mostly, you may donate to a member of the family simply, however unrelated donations want official approval, and there’s no customary program for that. (That’s in all probability why you have been discouraged.)

    This patchwork exists for a purpose.

    Within the Nineties and 2000s, there was a severe trafficking and transplant tourism downside. In 2007, the WHO estimated that about 5–10 p.c of kidney transplants concerned trafficking, and international locations just like the Philippines and Pakistan turned hubs for international sufferers shopping for organs from determined locals.
    Transplant consultants met in Istanbul in 2008 and wrote what turned the worldwide rulebook. The Istanbul Declaration pushed international locations to crack down on coercive gross sales of organs. Each nation had its personal legal guidelines, however started incorporating the declaration’s suggestions. Consequently, transplant tourism dropped sharply in Israel and the Philippines as soon as new guidelines kicked in, and tighter oversight turned the norm throughout Europe.

    A sign on the back of a vehicle pleading for someone to donate a kidney to a sick man in Ontario, Canada.

    An indication on the again of a car pleading for somebody to donate a kidney to a sick man in Ontario, Canada.
    Artistic Contact Imaging Ltd./NurPhoto by way of Getty Photographs

    However, in its efforts to close down trafficking, the declaration argued that compensating donors in any respect “leads inexorably to inequity and injustice.” There was little empirical knowledge to again that declare, however as a result of it got here from a serious worldwide assertion it hardened into gospel: organ donation have to be “financially impartial.”

    However neutrality isn’t really impartial in observe. Residing donors lose wages, take time without work work, take medical danger, and typically even face larger insurance coverage premiums after donating. We don’t name that exploitation — but it surely is a penalty for doing the proper factor.

    And it’s inconsistent with how we deal with different socially useful, dangerous, or disagreeable work. We pay individuals to do jury responsibility. We pay scientific trial individuals. In lots of locations, we even pay plasma donors.

    There may be one hanging exception: Iran.

    It’s the one nation with a regulated system that pays kidney donors. Iran established this method in 1988, and at the moment performs about 2,500-2,700 kidney transplants yearly, and it claims to have primarily eradicated its ready listing. It’s a proof-of-concept that incentives might be structured.

    The US debate is inching in that route. Congress’s Finish Kidney Deaths Act would provide a federal tax credit score to individuals who donate a kidney to a stranger. Donors would obtain a $10,000 tax credit score yearly for 5 years, so not fairly direct fee, however definitely a assist. The act, which has not been voted on but, acknowledges that donation entails actual prices: time without work work, medical dangers, restoration time.
    The trail ahead globally isn’t throwing out Istanbul’s anti-trafficking work, however to construct on it with good incentives and guardrails so individuals can donate altruistically in the event that they wish to. Which means really testing new approaches, however doing it fastidiously. Give donors unbiased advocates, ensure that there’s time to assume it over, and assure lifelong follow-up care.

    Within the meantime, you won’t have the ability to simply donate your kidney to a stranger proper now in Hong Kong, however the needle is transferring in the proper route.

    — Pratik Pawar, Future Good fellow

    Need extra Future Good? Join our publication right here.

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    Right here at Vox, we’re unwavering in our dedication to protecting the problems that matter most to you — threats to democracy, immigration, reproductive rights, the setting, and the rising polarization throughout this nation.

    Our mission is to supply clear, accessible journalism that empowers you to remain knowledgeable and engaged in shaping our world. By changing into a Vox Member, you immediately strengthen our capability to ship in-depth, unbiased reporting that drives significant change.

    We depend on readers such as you — be part of us.

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