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Technology

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

Madisony
Last updated: August 29, 2025 2:14 pm
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Future Excellent mailbag: Is AI mendacity? And different reader questions, answered.
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For the previous couple of years, we’ve been asking Future Excellent publication readers what their greatest questions are. And whereas we normally reply privately, we figured we’d strive 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, after all, 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.

Join right here to discover the large, sophisticated issues the world faces and probably the most environment friendly methods to unravel them. Despatched twice per week.

We’re additionally kicking off the method for our annual Future Excellent checklist of changemakers. We’re on the lookout for consultants, humanitarians, activists, movers, and shakers in international well being, broadly talking.

If there’s somebody you need to nominate, a subject you need defined, or a query you need us to reply sooner or later, fill out this manner or e 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 you should do is consider its epistemic nature: Is the reply knowable in an goal manner? Or is it subjective?

One of the best use case is a state of affairs the place it’s exhausting so that you can provide you with the reply, however when you get a solution from the AI, you’ll be able to simply verify to see if it’s appropriate. I discover chatbots significantly useful for semantic search — that’s, instances the place I say, “There’s some psychology concept or thought 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 Might 2024, North Rhine-Westphalia, Cologne: An individual works at a pc with an illustrative picture generated by synthetic intelligence on the display, displaying code from numerous programming languages and a neural community diagram. On the assembly of telecommunications ministers on Might 21, the EU nations are anticipated to lastly undertake the AI regulation within the EU. The European Parliament had already given the inexperienced gentle for the mission beforehand. Photograph: Oliver Berg/dpa (Photograph by Oliver Berg/image alliance by way of Getty Photos)
Oliver Berg/image alliance by way of Getty Photos

Identical with different empirical information which might be verifiable by statement or knowledge — something from “What’s the boiling temperature for water?” to “Is it true that people share 98.8 % of their DNA with chimpanzees?” When you can simply confirm the primary by your self by statement, you’ll must depend on consultants’ knowledge for the second. In that case, you should 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 technique, so when you’re consulting scientific consultants, you’ll be able to at the very least have some extent of confidence that they’re reporting observable and repeatable information.

Then there are domains which might be inherently subjective. Should you’ve acquired the kind of query for which there is no such thing as a One True Reply, you’ll need to be extra hesitant about utilizing AI. I believe moral dilemmas fall into this class; regardless 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 would possibly 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 need to know why the good majority of journalists persistently abandon every little thing they realized about objectivity on the subject of a mess of points with the monster business often known as “animal agriculture?” And I need to know tips on how to fight that bias successfully.

It’s a enormous blind spot for many of them. My finest guess is the conditioning is so robust. It begins as a toddler, is strengthened by the parental relationship, expands to prolonged household, mates, strengthened once more by all varieties of promoting media, leisure, and so on. 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 “hen farm” and empathize with them once they inform their story about shedding 1000’s of birds to avian flu — their sense of loss will not be 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 doable for anybody to assume that 35,000 birds might be compelled to dwell collectively in a constructing with out cheap entry to the outside?” and “why does it scent so dangerous?” and “why do you may have permission to restrict animals with out their permission?”

I believe the reason being fairly easy: Journalists are folks with their very own biases, identical 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 a whole bunch of 1000’s of employees, and is a number one reason behind lots of our environmental issues, but solely a handful of US journalists write about it full-time (together with yours actually). 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 probably the most basic downside. However secondarily, whereas there’s loads of improbable protection of manufacturing facility farming, as a rule, I discover I’m dissatisfied with a whole lot of it, too. I see just a few recurring points:

  • Animal welfare is missed or totally ignored. For instance, it’s not unusual for information tales about barn fires that kill 1000’s of animals to conclude that “nobody was damage,” or for a narrative about a whole bunch of 1000’s of egg-laying hens killed to gradual the unfold of hen flu to gloss over the brutal nature of that killing.
  • Deference to meat producers and firms, or scientists employed by or affiliated with business, together with deceptive feedback that go unchallenged.
  • “Agriculture” is commonly 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 may cowl these points higher, and I hope to maintain masking that sooner or later.

— Kenny Torrella, senior reporter

Tales like Dylan Matthews’s years in the past led me to analyze donating a kidney to a stranger. I requested my physician about it, and surprisingly, as a substitute of encouraging me to avoid wasting a life, he tried to speak me out of it.

He informed me that it’s unlawful to donate a kidney to a stranger! I dwell in Hong Kong, and perhaps the explanation for prohibiting even the donation of a kidney to a stranger is the concern that individuals 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, perhaps one other story thought could be about paying kidney suppliers in nations apart 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 folks sit on kidney waitlists. And, as you point out, the necessity for kidneys is a worldwide downside, too.

Many locations solely enable donations to family or identified recipients (or require powerful 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’ll be able to donate to a member of the family simply, however unrelated donations want official approval, and there’s no normal program for that. (That’s in all probability why you had 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 % of kidney transplants concerned trafficking, and nations just like the Philippines and Pakistan turned hubs for overseas 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 nations to crack down on coercive gross sales of organs. Each nation had its personal legal guidelines, however started incorporating the declaration’s suggestions. In consequence, 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 automobile pleading for somebody to donate a kidney to a sick man in Ontario, Canada.
Inventive Contact Imaging Ltd./NurPhoto by way of Getty Photos

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 apply. Residing donors lose wages, take time without work work, take medical danger, and generally even face increased insurance coverage premiums after donating. We don’t name that exploitation — however it is a penalty for doing the proper factor.

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

There may be one placing exception: Iran.

It’s the one nation with a regulated system that pays kidney donors. Iran established this method in 1988, and right now performs about 2,500-2,700 kidney transplants yearly, and it claims to have basically eradicated its ready checklist. It’s a proof-of-concept that incentives may 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 folks can donate altruistically in the event that they need to. Which means really testing new approaches, however doing it rigorously. Give donors impartial advocates, make sure that there’s time to assume it over, and assure lifelong follow-up care.

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

— Pratik Pawar, Future Excellent fellow

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