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View this post on the web at https://blog.cosmos-institute.org/p/ai-doesnt-=
seek-truth-people-do

The nineteenth century was a difficult time to be a woman. For them, educat=
ion was limited, professions largely closed, and political rights nonexiste=
nt. Under England=E2=80=99s common law doctrine of coverture, a woman=E2=80=
=99s property and earnings belonged to her husband. Single women could own =
property and make agreements, but once a woman married she forfeited those =
rights. In legal terms she was =E2=80=9Ccovered=E2=80=9D by her spouse.
It was an unjust settlement, one made particularly galling by the social cl=
imate of the day. Liberal constitutions spread across Europe and slavery wa=
s abolished in England in 1833. Men marched under banners of progress, but =
women were told to stay obedient; factories and railways promised speed and=
 abundance, but half the adult population was bound by laws that treated th=
em like children.
John Stuart Mill was one of those who pried open the contradiction. In clos=
e partnership with Harriet Taylor, Mill pushed for women=E2=80=99s right to=
 property, independent earnings, and access to education. In their 1832 wor=
k On Marriage the pair wrote that surrendering a woman=E2=80=99s legal iden=
tity and property amounted to a form of =E2=80=9Cdomestic slavery,=E2=80=9D=
 while in The Enfranchisement of Women from 1851 they explicitly called for=
 votes for women.
Between 1865 and 1868 Mill used his position in Parliament to introduce ame=
ndments to improve the political lot of women, most famously in 1867 when h=
e proposed that =E2=80=9Cman=E2=80=9D be replaced with =E2=80=9Cperson=E2=
=80=9D in the Reform Bill. He failed, but the historic attempt is generally=
 recognized as the first time women=E2=80=99s suffrage was formally debated=
 in the House of Commons. Yet it wasn=E2=80=99t a total loss. The debate fo=
rced opponents to publicly defend their positions, which exposed their reas=
oning to scrutiny and put pressure on arguments about =E2=80=9Cnatural=E2=
=80=9D incapacity.
Two years later, he argued in The Subjection of Women that =E2=80=9CThe leg=
al subordination of one sex to the other is wrong in itself, and now one of=
 the chief hindrances to human improvement; and that it ought to be replace=
d by a principle of perfect equality, admitting no power or privilege on th=
e one side, nor disability on the other.=E2=80=9D The book sold well and qu=
ickly reached readers across Europe and America, but critics accused Mill o=
f being under Taylor's spell and of pushing abstract philosophy unsuited to=
 practical life. It took another fifty years for women's suffrage to be cod=
ified in law.
Contest and contrast
The suffrage debate reminds us that humans are fallible creatures. Without =
an ongoing process of contestation, errors may stay in place indefinitely. =
It is fortunate that minority opinions, especially those which are deemed u=
npopular like Mill=E2=80=99s first wave feminism, can eventually overturn d=
ominant views. But growth requires conditions where judgments can be tested=
=2E If some people are withheld basic l=
iberties then assertions about their n=
ature rest on tainted evidence, just as every view shielded from criticism =
sits on shaky foundations.
Today, we too often forget that truth flows from challenge. Life is certain=
ly much simpler when we agree with each other, but it=E2=80=99s also more p=
rone to illusory thinking. Proponents of measures to bolster online safety =
argue that Mill=E2=80=99s ideas are out of date for a world with five billi=
on internet users and AI-powered misinformation campaigns, that the harm of=
 falsehoods outweighs the benefit of contest. They worry whether the delibe=
rative reasoning that Mill's truth-seeking requires is possible given our i=
nformation-dense online lives.
But this gets Mill backwards. The denser the information environment, the m=
ore essential the clash of views becomes. If judgment is scarce, all the mo=
re reason to cultivate it. A contestation process, properly designed, actua=
lly conserves rather than depletes cognitive resources by helping people de=
velop better judgment over time. Insulating ourselves from our peers denies=
 us the challenge needed to change our beliefs for the better.
An AI system is not =E2=80=9Ctruth-seeking=E2=80=9D because it serves us an=
 answer, whether the response is correct or not. The search for truth is pe=
rsonal and provisional, a negotiation that each of us performs ourselves. B=
ut it=E2=80=99s also a fundamentally social process, one that requires inst=
itutional arrangements that facilitate productive disagreement. As Mill=E2=
=80=99s own writing on the position of women proves, humans make mistakes a=
nd need to course-correct. To do that we must hear views that don=E2=80=99t=
 mesh with our own, to reckon with our reasoning and become wiser for it.
Few would argue against the importance of =E2=80=9Ctruth-seeking=E2=80=9D f=
or human flourishing, but what exactly does it mean to seek truth? Is it th=
e process of aligning thought with reality? Or is it creating and testing h=
ypotheses, a process that sees conjectures survive until better alternative=
s are found? Maybe truth-seeking is recognizing what works in practice over=
 the long run or building internally consistent webs of beliefs that grow s=
tronger through mutual support. Mill might say that truth-seeking is the cr=
eation of conditions under which our errors can be exposed and corrected. I=
t is less a destination than a discipline, a willingness to test our convic=
tions against evidence, against argument, and against lives different from =
our own.
As he famously put it: =E2=80=9Cit is owing to a quality of the human mind,=
 the source of everything respectable in man either as an intellectual or a=
s a moral being, namely, that his errors are corrigible. He is capable of r=
ectifying his mistakes, by discussion and experience. Not by experience alo=
ne. There must be discussion, to show how experience is to be interpreted.=
=E2=80=9D
Mill wrote those words in On Liberty, his timeless meditation on the limits=
 of authority and the claims of individual freedom. In Chapter Two, he intr=
oduces what some thinkers refer to [ https://substack.com/redirect/b8ed0000=
-39da-4b2b-89ad-ed0fc1c8fcc2?j=3DeyJ1IjoiNXFxeXF4In0.h9dEDbGj64cTNudluPwbMY=
WklSu8UKGoFv6eWS-HyoA ] as Mill=E2=80=99s Trident. The Trident holds that (=
a) if an opinion is true, silencing it robs us of truth; (b) if an opinion =
is partly true, silencing it deprives us of knowledge we lacked; and (c) if=
 an opinion is false, silencing it still harms us because answering objecti=
ons strengthens understanding.
Implicit in this framing is the idea that suppressing an opinion assumes tr=
uth is settled and safe in the hands of authority, while allowing contest a=
ssumes truth is provisional and discovered through argument. It's the same =
belief that animated Mill=E2=80=99s work on the rights of women: that truth=
 requires removing systematic barriers to both voice and experience.
If you hold a belief, it feels obvious and self-evident to you. Your reason=
s line up, your evidence seems solid, and your instincts tell you it must b=
e right. The trouble is you=E2=80=99re also the worst person to spot a mist=
ake in your reasoning. When you construct an argument for something you alr=
eady believe, you unconsciously select the evidence that fits, overlook wha=
t doesn=E2=80=99t, and construct arguments in ways that make sense to you b=
ut might not to others. While we retain the capacity for self-correction, w=
e systematically struggle to see our own blind spots.
That isn=E2=80=99t to say that challenge is inherently good. False beliefs =
can become more coherent, better defended, and more persuasive after being =
put to the question. And some ideas spread by suppressing criticism and dou=
bt. That=E2=80=99s clearly worrisome if the belief is harmful, but fortunat=
ely false beliefs tend to collapse when faced with a long enough time horiz=
on. They can survive for a while =E2=80=93 sometimes for centuries =E2=80=
=93 but their weaknesses accumulate as new evidence and arguments pile up. =
Truth, by contrast, has a habit of surviving contact with skepticism. Newto=
n=E2=80=99s mechanics didn=E2=80=99t collapse when tested; they were refine=
d. The germ theory of disease didn=E2=80=99t vanish when attacked; it gaine=
d credibility because it answered them.
But survival alone isn=E2=80=99t the whole story. A belief can be broadly t=
rue and still be held in a shallow way if it has never faced criticism. Con=
test helps you tease out which reasons are essential for your position by s=
howing you where the claim applies and where it breaks (Newton remains supe=
rb within everyday scales, while relativity tells you where it falls down).=
 True understanding often emerges when we are faced with counter-arguments =
from someone who strongly believes we are mistaken, a person whose passion =
brings with it reasons that persuade in practice. In these moments we are f=
orced to see our position from the outside, to reflect on our assumptions a=
nd come to terms with criticism.
Truth-seeking machines
Truth-seeking is personal. It=E2=80=99s a process by which individuals test=
 their convictions and form their own beliefs. But it=E2=80=99s also a soci=
al phenomenon enacted through the clash of perspectives, the exchange of re=
asons, and the friction of experiences that no one person can generate. See=
n this way, truth-seeking is a dynamic order fed by the ready circulation o=
f challenge and reply. The health of that ecosystem turns on how widely and=
 how freely those exchanges can flow.
To assess whether an AI is truth-seeking, we ought to ask whether it nouris=
hes or constricts this ecosystem. One path is to build systems that freeze =
truth into doctrine, an oracle-like authority whose answers are beyond scru=
tiny. Such systems change the terrain of inquiry by reshaping what question=
s are surfaced. The other path is to build systems that welcome a clash of =
opinions, where knowledge grows through contestation, perspectives sharpen =
one another, and users remain active participants in the search for truth.
An attraction of the former, the centralized model, is that it promises sta=
bility. In a world awash with noise, the idea of a single system that sorts=
 fact from falsehood has obvious appeal. It offers clarity where there is c=
onfusion, authority where there is doubt, and speed where deliberation can =
feel slow. For governments worried about the vitality of the information en=
vironment, or platforms anxious about liability, an oracle-like AI looks li=
ke an easy way to provide epistemic security.
We can already see what this model looks like in practice. AI systems train=
ed for content moderation are designed to sort speech into the permissible =
and the impermissible, often on opaque grounds that users cannot interrogat=
e. They scan posts, flag those that violate content policies, and remove th=
em from circulation. If a user appeals, the decision moves up the chain to =
a human moderator who checks the flagged content against a written policy. =
The rub is that key questions =E2=80=93 what counts as harm, which claims a=
re debatable, which lines of inquiry are too risky =E2=80=93 are settled in=
 advance by a policy written elsewhere. Users may dispute a verdict, but th=
ey cannot contest the boundaries in which a decision is made.
The decentralized model, like X=E2=80=99s Community Notes feature [ https:/=
/substack.com/redirect/6a465f1f-fb25-4a75-ac56-b471b56864ca?j=3DeyJ1IjoiNXF=
xeXF4In0.h9dEDbGj64cTNudluPwbMYWklSu8UKGoFv6eWS-HyoA ], offers an alternati=
ve. Here, instead of a central authority deciding what counts as misinforma=
tion, users collectively add context that appears underneath contentious po=
sts. Notes rise or fall in visibility depending on whether people from diff=
erent viewpoints rate them as helpful. The idea is neat in principle, but i=
n practice notes can take time to appear, don=E2=80=99t cover all posts, an=
d may never appear if no consensus is reached. It may also be the case that=
, in finding a =E2=80=9Ccommon ground,=E2=80=9D this kind of solution consi=
stently marginalizes more outlandish positions.
Criticisms of the decentralized model mirror the objections to Mill=E2=80=
=99s own views about open contest for truth-seeking. The most forceful obje=
ction is that the harm of falsehoods can outweigh the benefit of contest. M=
isinformation spreads faster than corrections, and in domains like health o=
r elections the damage can be immediate or irreversible. Why tolerate the c=
irculation of claims about bogus medical advice or stolen ballots if lives =
or democratic trust are on the line?
Mill heard versions of this in his own time: that liberty of discussion end=
angered social order, that error corrupted the uneducated, that some questi=
ons were too dangerous to debate. His answer that harm was real but the cur=
e was worse, that falsehoods become harder to dislodge without exposure and=
 rebuttal. A claim that circulates in the open can be met, tested, and disc=
redited; one that resides underground becomes harder to track and easier to=
 mythologize. In algorithmic environments, however, false claims can circul=
ate in the open while being immune to effective rebuttal due to engagement =
optimization.
That raises the stakes of Mill=E2=80=99s wager. These systems amplify the s=
peed and reach of falsehood, which makes harms harder to contain. But they =
also expand the reach of correction by allowing rebuttals to travel further=
 and faster than humans could manage. The question is whether we design the=
se systems to dampen contest =E2=80=93 removing disputed claims before they=
 circulate =E2=80=93 or to stage it in ways that surface stronger counterar=
guments. In the first case, AI becomes a mechanism of closure, narrowing th=
e range of what can be said. In the second, it can become a mechanism of ex=
posure that draws disagreements into the open and gives users the tools to =
navigate them.
Another vein of criticism suggests that Mill assumes a level playing field.=
 Even at the time of writing, critics argued that his vision of open contes=
t was naive because the majority of people lacked the education to particip=
ate meaningfully. Much like today, skeptics worried that liberty of discuss=
ion would empower demagogues to exploit the ignorance of the many while lea=
ving the terms of debate set by the few. Then, detractors argued that the u=
neducated needed protection from dangerous ideas; now, the concern is that =
ordinary users will be misled by misinformation seen on social media platfo=
rms. In both cases the instinct is to remove material from view for the use=
r=E2=80=99s own good.
The problem is that protecting people from arguments makes them less able t=
o refute bad ideas when they inevitably resurface. Mill believed exposure s=
harpens reason, but others say that this account underestimates the limited=
 nature of human attention and discipline. In his time, the charge was that=
 most people lacked the education to weigh arguments properly, while today =
we fret that we simply don=E2=80=99t have the cognitive bandwidth in a worl=
d rich in information.
Contemporary commentators are correct that humans have only a narrow capaci=
ty for judgment, and that engagement-driven algorithms seem to systematical=
ly reward inflammatory content over careful reasoning. But that is exactly =
why this faculty must be exercised, and why we need institutional arrangeme=
nts that are commensurate with Mill=E2=80=99s contestation process. Shieldi=
ng us from difficult or misleading arguments may feel noble, but doing so w=
eakens our capacity for discernment. Only by grappling with claims that str=
etch, unsettle, or even mislead us do we sharpen the skills required to cha=
nge our minds.
AI already mediates [ https://substack.com/redirect/8796b3f5-531b-430b-8390=
-fad3b9a37990?j=3DeyJ1IjoiNXFxeXF4In0.h9dEDbGj64cTNudluPwbMYWklSu8UKGoFv6eW=
S-HyoA ] 20 per cent of our waking hours. The systems we build will have th=
e power to transmit arguments and decide which ones are ever heard. They ca=
n be designed to harden truth into doctrine, presenting answers as final an=
d beyond scrutiny. Or they can be built to keep disagreements visible to le=
t contest play out in ways that sharpen judgment. AI for truth-seeking ough=
t to broaden the range of views in circulation and give people the tools to=
 test them. It would make friction easier to encounter rather than harder t=
o avoid.
None of this guarantees that error vanishes or that judgment becomes effort=
less. It means only that the conditions for self-correction remain intact. =
Then as now, the response is the same: your curiosity and judgment remain t=
he most powerful force for truth. AI doesn=E2=80=99t seek truth, people do.
Cosmos Institute [ https://substack.com/redirect/eaa6f6c0-775e-4d40-8506-74=
b730ad1b1e?j=3DeyJ1IjoiNXFxeXF4In0.h9dEDbGj64cTNudluPwbMYWklSu8UKGoFv6eWS-H=
yoA ] is the Academy for Philosopher-Builders, technologists building AI fo=
r human flourishing. We run fellowships, fund fast prototypes, and host sem=
inars with institutions like Oxford, Aspen Institute, and Liberty Fund.

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-right.thefp) {
    margin: 1em auto;
  }
  .typography .captioned-image-container figure:has(> a.image2-offset-left)=
,
  .typography.editor .captioned-image-container figure:has(> a.image2-offse=
t-left),
  .typography .captioned-image-container figure:has(> a.image2-offset-right=
),
  .typography.editor .captioned-image-container figure:has(> a.image2-offse=
t-right) {
    margin: 1em auto;
  }
  .typography .captioned-image-container figure:has(> a.image2-align-left) =
=2Eimage2-inset,
  .typography.editor .captioned-image-container figure:has(> a.image2-align=
-left) .image2-inset,
  .typography .captioned-image-container figure:has(> a.image2-align-right)=
 .image2-inset,
  .typography.editor .captioned-image-container figure:has(> a.image2-align=
-right) .image2-inset {
    display: block;
    justify-content: initial;
  }
}
@media (max-width: 768px) {
  .typography .markup div.sponsorship-campaign-embed,
  .typography.editor .markup div.sponsorship-campaign-embed {
    margin-top: 24px;
    margin-bottom: 24px;
  }
  .typography .markup div.sponsorship-campaign-embed:first-child,
  .typography.editor .markup div.sponsorship-campaign-embed:first-child {
    margin-top: 0px;
  }
}
@media screen and (max-width: 650px) {
  .typography .markup div.youtube-overlay,
  .typography.editor .markup div.youtube-overlay,
  .typography .markup div.vimeo-overlay,
  .typography.editor .markup div.vimeo-overlay {
    display: none !important;
  }
}
@media screen and (max-width: 370px) {
  .typography .markup div.tiktok-wrap,
  .typography.editor .markup div.tiktok-wrap {
    width: calc(95vw - 32px);
    height: calc((95vw - 32px - 2px) / 0.485714);
  }
}
@media screen and (max-width: 650px) {
  .typography .markup div.embedded-publication-wrap .embedded-publication.s=
how-subscribe,
  .typography.editor .markup div.embedded-publication-wrap .embedded-public=
ation.show-subscribe {
    padding: 24px;
  }
}
@media screen and (max-width: 650px) {
  .typography .markup div.subscription-widget-wrap .subscription-widget.sho=
w-subscribe,
  .typography.editor .markup div.subscription-widget-wrap .subscription-wid=
get.show-subscribe,
  .typography .markup div.subscription-widget-wrap-editor .subscription-wid=
get.show-subscribe,
  .typography.editor .markup div.subscription-widget-wrap-editor .subscript=
ion-widget.show-subscribe,
  .typography .markup div.captioned-button-wrap .subscription-widget.show-s=
ubscribe,
  .typography.editor .markup div.captioned-button-wrap .subscription-widget=
=2Eshow-subscribe {
    padding: 0px 24px;
  }
}
@media screen and (max-width: 650px) {
  .typography .markup div.subscription-widget-wrap .subscription-widget.sho=
w-subscribe .subscription-widget-subscribe .button,
  .typography.editor .markup div.subscription-widget-wrap .subscription-wid=
get.show-subscribe .subscription-widget-subscribe .button,
  .typography .markup div.subscription-widget-wrap-editor .subscription-wid=
get.show-subscribe .subscription-widget-subscribe .button,
  .typography.editor .markup div.subscription-widget-wrap-editor .subscript=
ion-widget.show-subscribe .subscription-widget-subscribe .button,
  .typography .markup div.captioned-button-wrap .subscription-widget.show-s=
ubscribe .subscription-widget-subscribe .button,
  .typography.editor .markup div.captioned-button-wrap .subscription-widget=
=2Eshow-subscribe .subscription-widget-subscribe .button {
    padding: 10px 12px;
    min-width: 110px;
  }
}
@media (max-width: 650px) {
  .typography .markup .tweet,
  .typography.editor .markup .tweet {
    padding: 12px;
  }
}
@media (max-width: 650px) {
  .typography .markup .tweet .tweet-text,
  .typography.editor .markup .tweet .tweet-text {
    font-size: 14px;
    line-height: 20px;
  }
}
@media (max-width: 650px) {
  .typography .markup .tweet .tweet-photos-container.two,
  .typography.editor .markup .tweet .tweet-photos-container.two,
  .typography .markup .tweet .tweet-photos-container.three,
  .typography.editor .markup .tweet .tweet-photos-container.three,
  .typography .markup .tweet .tweet-photos-container.four,
  .typography.editor .markup .tweet .tweet-photos-container.four {
    height: 200px;
  }
}
@media (max-width: 650px) {
  .typography .markup .tweet a.expanded-link .expanded-link-img,
  .typography.editor .markup .tweet a.expanded-link .expanded-link-img {
    max-height: 180px;
  }
}
@media (max-width: 650px) {
  .typography .markup .tweet a.expanded-link .expanded-link-description,
  .typography.editor .markup .tweet a.expanded-link .expanded-link-descript=
ion {
    display: none;
  }
}
@media screen and (max-width: 650px) {
  .typography .markup .apple-podcast-container,
  .typography.editor .markup .apple-podcast-container {
    width: unset;
  }
}
@media (max-width: 420px) {
  .typography .markup .install-substack-app-embed img.install-substack-app-=
embed-img,
  .typography.editor .markup .install-substack-app-embed img.install-substa=
ck-app-embed-img {
    margin: 0 auto 16px auto;
  }
}
@media (max-width: 420px) {
  .typography .markup .install-substack-app-embed .install-substack-app-emb=
ed-text,
  .typography.editor .markup .install-substack-app-embed .install-substack-=
app-embed-text {
    margin: 0 0 12px 0;
    max-width: 100%;
    width: auto;
    text-align: center;
  }
}
@media (max-width: 420px) {
  .typography .markup .install-substack-app-embed .install-substack-app-emb=
ed-link,
  .typography.editor .markup .install-substack-app-embed .install-substack-=
app-embed-link {
    display: flex;
    justify-content: center;
  }
}
@media screen and (min-width: 481px) {
  .share-button-container {
    height: 38px;
  }
}
@media screen and (min-width: 481px) {
  .share-button-container a.comment {
    height: 38px;
    line-height: 38px;
    padding-right: 10px;
  }
}
@media screen and (max-width: 480px) {
  .share-button-container .separator {
    display: block;
    margin: 0;
    height: 8px;
    border-left: none;
  }
}
@media screen and (max-width: 480px) {
  .share-button-container a.share.first img {
    padding-left: 0;
  }
}
@media screen and (min-width: 481px) {
  .share-button-container a.mobile {
    display: none !important;
  }
}
@media screen and (min-width: 541px) {
  .settings-add-pub-modal-wrapper .container .add-recommending-pub-modal-co=
ntainer {
    padding: 36px;
    height: 680px;
  }
}
@media screen and (min-width: 541px) {
  .settings-add-pub-modal-wrapper .container .add-recommending-pub-modal-co=
ntainer .footer {
    position: absolute;
    bottom: 36px;
    margin: 0px;
  }
}
@media screen and (max-width: 650px) {
  .header-anchor-parent {
    display: none;
  }
}
@media screen and (max-width: 768px) {
  .post {
    padding: 16px 0 0 0;
  }
}
@media screen and (max-width: 650px) {
  .post .post-header .post-label {
    margin-top: 8px;
  }
}
@media screen and (max-width: 650px) {
  .post .post-header .meta-author-wrap.alternative-meta .meta-right-column =
=2Epost-meta {
    margin-top: 6px;
  }
}
@media screen and (max-width: 650px) {
  .post .footer-facepile-container {
    height: 64px;
    padding: 0 16px;
    display: flex;
    align-items: center;
    justify-content: flex-start;
    width: 100%;
  }
}
@media screen and (max-width: 650px) {
  .post .post-footer.use-separators {
    justify-content: center;
  }
}
@media screen and (max-width: 650px) {
  .post .post-footer.next-prev {
    height: 64px;
    justify-content: space-between;
    box-sizing: border-box;
  }
}
@media screen and (max-width: 650px) {
  .post-contributor-footer .post-contributor-bio-table {
    display: block;
  }
  .post-contributor-footer .post-contributor-bio-table-row {
    display: flex;
    flex-direction: row;
  }
  .post-contributor-footer .post-contributor-bio-userhead-cell,
  .post-contributor-footer .post-contributor-bio-body-cell {
    display: block;
  }
  .post-contributor-footer .post-contributor-bio-body-cell {
    flex-grow: 1;
  }
  .post-contributor-footer .post-contributor-bio-body-table {
    display: block;
  }
  .post-contributor-footer .post-contributor-bio-body-table-row {
    display: block;
  }
  .post-contributor-footer .post-contributor-bio-copy-cell,
  .post-contributor-footer .post-contributor-bio-controls-cell {
    display: block;
  }
  .post-contributor-footer .post-contributor-bio-copy-cell {
    margin: 0 0 16px 0;
  }
  .post-contributor-footer .post-contributor-bio-controls-cell {
    width: auto;
  }
  .post-contributor-footer .post-contributor-bio-controls {
    margin: auto;
  }
  .post-contributor-footer .post-contributor-bio-controls .button.primary {
    width: 100%;
  }
  .post-contributor-footer .post-contributor-bio-text {
    font-size: 14px;
  }
}
@media screen and (min-width: 768px) {
  .post-silhouette {
    padding: 32px 0;
  }
}
@media screen and (max-width: 650px) {
  .post-silhouette .post-silhouette-title {
    margin-top: 10.44225025px;
    height: 120px;
  }
}
@media screen and (max-width: 650px) {
  .post-silhouette .post-silhouette-meta {
    width: 75%;
  }
}
@media screen and (max-width: 650px) {
  .post-silhouette .post-silhouette-meta.with-byline-image {
    margin: 20px 0;
  }
}
@media screen and (max-width: 650px) {
  .use-theme-bg .post-meta.alternative-meta .post-meta-item,
  .post-meta.alternative-meta .post-meta-item {
    padding-right: 16px;
  }
}
@media screen and (max-width: 370px) {
  .use-theme-bg .post-meta.alternative-meta .post-meta-item,
  .post-meta.alternative-meta .post-meta-item {
    font-size: 14px;
  }
}
@media screen and (max-width: 650px) {
  .use-theme-bg .post-meta.alternative-meta .post-meta-item.guest-author-pu=
blication,
  .post-meta.alternative-meta .post-meta-item.guest-author-publication {
    display: none;
  }
}
@media screen and (max-width: 370px) {
  .post-meta .post-meta-item .post-meta-button {
    height: 36px !important;
    /* important to override in-line height style on emails */
  }
  .post-meta .post-meta-item .post-meta-button .meta-button-label {
    display: none;
  }
  .post-meta .post-meta-item .post-meta-button > svg {
    margin-right: 0;
  }
}
@media screen and (max-width: 370px) {
  .post-meta .post-meta-item {
    font-size: 12px;
  }
}
@media screen and (max-width: 650px) {
  .post .floating-subscribe-button {
    bottom: 20px;
    right: 20px;
  }
}
@media (max-width: 1024px) {
  body .pullquote-align-left,
  body .pullquote-align-right,
  body .pullquote-align-wide,
  body .pullquote-align-center {
    float: none;
    margin: 0 auto;
    width: 100%;
    max-width: 100%;
  }
}
@media all and (-ms-high-contrast: none), (-ms-high-contrast: active) {
  body .markup table.image-wrapper img,
  body .markup table.kindle-wrapper img {
    max-width: 550px;
  }
}
@media (min-width: 1024px) {
  body:not(:has(#toc)) .captioned-image-container figure:has(> a.image2-off=
set-left) {
    margin-left: var(--image-offset-margin);
  }
  body:not(:has(#toc)) .captioned-image-container figure:has(> a.image2-off=
set-right) {
    margin-right: var(--image-offset-margin);
  }
}
@media (min-width: 1300px) {
  body .captioned-image-container figure:has(> a.image2-offset-left) {
    margin-left: var(--image-offset-margin);
  }
  body .captioned-image-container figure:has(> a.image2-offset-right) {
    margin-right: var(--image-offset-margin);
  }
}
@media (max-width: 1024px) {
  body {
    /* Disable offset on mobile/tablet */
  }
  body .captioned-image-container figure:has(> a.image2-align-left),
  body .captioned-image-container figure:has(> a.image2-align-right) {
    float: none;
    margin: 1em auto;
    max-width: 100%;
    width: auto;
    padding: 0;
  }
  body .captioned-image-container figure:has(> a.image2-align-left.thefp),
  body .captioned-image-container figure:has(> a.image2-align-right.thefp) =
{
    margin: 1em auto;
  }
  body .captioned-image-container figure:has(> a.image2-offset-left),
  body .captioned-image-container figure:has(> a.image2-offset-right) {
    margin: 1em auto;
  }
  body .captioned-image-container figure:has(> a.image2-align-left) .image2=
-inset,
  body .captioned-image-container figure:has(> a.image2-align-right) .image=
2-inset {
    display: block;
    justify-content: initial;
  }
}
@media (max-width: 768px) {
  body .markup div.sponsorship-campaign-embed {
    margin-top: 24px;
    margin-bottom: 24px;
  }
  body .markup div.sponsorship-campaign-embed:first-child {
    margin-top: 0px;
  }
}
@media screen and (max-width: 650px) {
  body .markup div.youtube-overlay,
  body .markup div.vimeo-overlay {
    display: none !important;
  }
}
@media screen and (max-width: 370px) {
  body .markup div.tiktok-wrap {
    width: calc(95vw - 32px);
    height: calc((95vw - 32px - 2px) / 0.485714);
  }
}
@media screen and (max-width: 650px) {
  body .markup div.embedded-publication-wrap .embedded-publication.show-sub=
scribe {
    padding: 24px;
  }
}
@media screen and (max-width: 650px) {
  body .markup div.subscription-widget-wrap .subscription-widget.show-subsc=
ribe,
  body .markup div.subscription-widget-wrap-editor .subscription-widget.sho=
w-subscribe,
  body .markup div.captioned-button-wrap .subscription-widget.show-subscrib=
e {
    padding: 0px 24px;
  }
}
@media screen and (max-width: 650px) {
  body .markup div.subscription-widget-wrap .subscription-widget.show-subsc=
ribe .subscription-widget-subscribe .button,
  body .markup div.subscription-widget-wrap-editor .subscription-widget.sho=
w-subscribe .subscription-widget-subscribe .button,
  body .markup div.captioned-button-wrap .subscription-widget.show-subscrib=
e .subscription-widget-subscribe .button {
    padding: 10px 12px;
    min-width: 110px;
  }
}
@media (max-width: 650px) {
  body .markup .tweet {
    padding: 12px;
  }
}
@media (max-width: 650px) {
  body .markup .tweet .tweet-text {
    font-size: 14px;
    line-height: 20px;
  }
}
@media (max-width: 650px) {
  body .markup .tweet .tweet-photos-container.two,
  body .markup .tweet .tweet-photos-container.three,
  body .markup .tweet .tweet-photos-container.four {
    height: 200px;
  }
}
@media (max-width: 650px) {
  body .markup .tweet a.expanded-link .expanded-link-img {
    max-height: 180px;
  }
}
@media (max-width: 650px) {
  body .markup .tweet a.expanded-link .expanded-link-description {
    display: none;
  }
}
@media screen and (max-width: 650px) {
  body .markup .apple-podcast-container {
    width: unset;
  }
}
@media (max-width: 420px) {
  body .markup .install-substack-app-embed img.install-substack-app-embed-i=
mg {
    margin: 0 auto 16px auto;
  }
}
@media (max-width: 420px) {
  body .markup .install-substack-app-embed .install-substack-app-embed-text=
 {
    margin: 0 0 12px 0;
    max-width: 100%;
    width: auto;
    text-align: center;
  }
}
@media (max-width: 420px) {
  body .markup .install-substack-app-embed .install-substack-app-embed-link=
 {
    display: flex;
    justify-content: center;
  }
}
@media screen and (min-width: 500px) {
  body .header a.logo {
    width: 42px;
    height: 42px;
    border-radius: 12px;
  }
}
@media screen and (max-width: 420px) {
  body .subscription-receipt table:first-of-type .subscription-amount .subs=
cription-discount {
    width: 72px !important;
  }
}
@media screen and (min-width: 481px) {
  body .share-button-container {
    height: auto;
  }
}
@media screen and (max-width: 480px) {
  body .share-button-container .separator {
    display: block !important;
    margin: 0 !important;
    height: 8px !important;
    border-left: none !important;
  }
}
@media screen and (max-width: 650px) {
  .digest .item .post-meta-item.audience {
    display: none;
  }
}
@media screen and (min-width: 500px) {
  .digest-publication .logo img {
    width: 42px;
    height: 42px;
    border-radius: 8px;
  }
}
@media screen and (max-width: 650px) {
  .comments-page .container .comment-list .collapsed-reply {
    margin-left: calc(10 + 32px - 24px);
  }
}
@media screen and (max-width: 650px) {
  .comment > .comment-list {
    padding-left: 24px;
  }
}
@media screen and (max-width: 650px) {
  .finish-magic-login-modal .modal-content .container {
    padding: 24px 0;
  }
}
@media (max-width: 650px) {
  .reader2-text-b3 {
    line-height: 24px;
  }
}
@media screen and (max-width: 650px) {
  .reader2-text-h4 {
    line-height: 24px;
  }
}
@media screen and (min-width: 541px) {
  .user-profile-modal {
    padding-left: 12px;
    padding-right: 12px;
  }
}
@media screen and (max-width: 650px) {
  .subscribe-widget form.form .sideBySideWrap button.rightButton {
    padding: 10px 12px;
  }
}
@media screen and (min-width: 541px) {
  .pub-icon:hover .logo-hover,
  .feed-item-icon:hover .logo-hover {
    display: block;
  }
}
@media screen and (max-width: 650px) {
  .post-ufi.single-full-width-button .post-ufi-button-wrapper {
    width: 100%;
    padding: 16px;
  }
  .post-ufi.single-full-width-button .post-ufi-button-wrapper:empty {
    display: none;
  }
  .post-ufi.single-full-width-button .post-ufi-button {
    width: 100%;
    justify-content: center;
  }
}
@media screen and (max-width: 768px) {
  .file-embed-wrapper {
    padding: 0;
  }
}
@media screen and (max-width: 768px) {
  .file-embed-wrapper-editor {
    padding: 0;
  }
}
@media screen and (max-width: 768px) {
  .file-embed-wrapper-editor:active {
    padding: 0;
  }
}
@media only screen and (max-width: 650px) {
  .file-embed-button.wide,
  .file-embed-error-button.wide {
    display: none;
  }
}
@media only screen and (min-width: 630px) {
  .file-embed-button.narrow,
  .file-embed-error-button.narrow {
    display: none;
  }
}
@media screen and (min-width: 541px) {
  .audio-player-wrapper .audio-player {
    min-width: 500px;
  }
}
@media screen and (max-width: 650px) {
  .audio-player-wrapper .audio-player .audio-player-progress {
    border-left-width: 16px;
    border-right-width: 16px;
  }
}
@media screen and (max-width: 650px) {
  .audio-player-wrapper .audio-player .audio-player-progress .audio-player-=
progress-bar .audio-player-progress-bar-popup {
    top: -54px;
  }
}
@media screen and (max-width: 650px) {
  .audio-player-wrapper-fancy .audio-player .audio-player-progress {
    border-left-width: 16px;
    border-right-width: 16px;
  }
}
@media screen and (max-width: 650px) {
  .audio-player-wrapper-fancy .audio-player .audio-player-progress .audio-p=
layer-progress-bar .audio-player-progress-bar-popup {
    top: -54px;
  }
}
@media (min-width: 250px) {
  .audio-player-wrapper-fancy .audio-player {
    padding: 32px;
  }
  .audio-player-wrapper-fancy .audio-player .btn-group {
    display: flex;
  }
  .audio-player-wrapper-fancy .audio-player .btn-group .button:last-of-type=
 {
    display: block;
  }
}
@media (min-width: 300px) {
  .audio-player-wrapper-fancy .audio-player .btn-group {
    display: block;
  }
  .audio-player-wrapper-fancy .audio-player .btn-group .button:first-of-typ=
e {
    display: block;
  }
}
@media (min-width: 350px) {
  .audio-player-wrapper-fancy .audio-player .audio-player-substack-logo {
    display: block;
  }
  .audio-player-wrapper-fancy .audio-player .audio-player-title {
    margin-top: 16px;
  }
  .audio-player-wrapper-fancy .audio-player .audio-player-hero-image-contai=
ner {
    padding-top: 15%;
    width: 15%;
    display: block;
  }
  .audio-player-wrapper-fancy .audio-player .btn-group .button:first-of-typ=
e {
    display: block;
  }
  .audio-player-wrapper-fancy .audio-player .audio-player-substack-logo {
    display: block;
  }
}
@media (min-width: 350px) {
  .audio-player-wrapper-fancy .audio-player .audio-player-hero-image-contai=
ner {
    padding-top: 25%;
    width: 25%;
    display: block;
  }
  .audio-player-wrapper-fancy .audio-player .btn-group {
    display: flex;
  }
  .audio-player-wrapper-fancy .audio-player .btn-group .button:first-of-typ=
e {
    display: block;
  }
}
@media (min-width: 400px) {
  .audio-player-wrapper-fancy .audio-player .audio-player-hero-image-contai=
ner {
    padding-top: 40%;
    width: 40%;
  }
}
@media (max-width: 400px) {
  .audio-player-wrapper-fancy .audio-player .btn-group {
    margin-top: 12px;
  }
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}</style></head><body class=3D"email-body" style=3D"font-kerning: auto;--im=
age-offset-margin: -120px;"><img src=3D"https://eotrx.substackcdn.com/open?=
token=3DeyJtIjoiPDIwMjUwOTEyMTQwMzA4LjMuMDVjYTQzYjQxZjNmNDQ5M0BtZy1kMC5zdWJ=
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important;border-width:0 !important;margin-top:0 !important;margin-bottom:0=
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e:1px;color:#333333;line-height:1px;max-height:0px;max-width:0px;opacity:0;=
overflow:hidden;">On the freedom to ask difficult questions</div><div class=
=3D"preview" style=3D"display:none;font-size:1px;color:#333333;line-height:=
1px;max-height:0px;max-width:0px;opacity:0;overflow:hidden;">&#847; &nbsp; =
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ht: 600;-webkit-font-smoothing: antialiased;-moz-osx-font-smoothing: antial=
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794&post_id=3D173257438&utm_source=3Dpost-email-title&utm_campaign=3Demail-=
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lzcyI6InB1Yi0yMjI1Nzk0Iiwic3ViIjoicG9zdC1yZWFjdGlvbiJ9.G2x483muxfiVao0fBSXX=
NCCW11lUMbeW9YPKU4OPIHo" style=3D"color: rgb(54,55,55);text-decoration: non=
e;">AI doesn&#8217;t seek truth, people do</a></h1><h3 class=3D"subtitle su=
btitle-HEEcLo" dir=3D"auto" style=3D"direction: auto;text-align: start;unic=
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bility;appearance: optimizelegibility;margin: 4px 0 0;color: #777777;line-h=
eight: 24px;font-size: 18px;margin-top: 12px;">On the freedom to ask diffic=
ult questions</h3><table class=3D"post-meta" role=3D"presentation" width=3D=
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0;text-transform: uppercase;letter-spacing: .2px;"><a class=3D"pencraft pc-=
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ttps://substack.com/@harrylaw">Harry Law</a></div></td></tr></tbody></table=
></td></tr><tr><td><table role=3D"presentation" width=3D"auto" border=3D"0"=
 cellspacing=3D"0" cellpadding=3D"0"><tbody><tr><td style=3D"vertical-align=
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t-20-t4M0El font-meta-MWBumP size-11-NuY2Zx weight-medium-fw81nC transform-=
uppercase-yKDgcq reset-IxiVJZ meta-EgzBVA" style=3D"list-style: none;font-s=
ize: 11px;line-height: 20px;text-decoration: unset;color: rgb(119,119,119);=
margin: 0;font-family: 'SF Compact',-apple-system,system-ui,-apple-system,B=
linkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif,'Apple Color=
 Emoji','Segoe UI Emoji','Segoe UI Symbol';font-weight: 500;text-transform:=
 uppercase;letter-spacing: .2px;"><time datetime=3D"2025-09-12T14:03:21.107=
Z">Sep 12</time></div></td></tr></tbody></table></td></tr></tbody></table><=
/td><td align=3D"right"><table role=3D"presentation" width=3D"auto" border=
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rgin: -120px;padding: 32px 0 0 0;font-size: 16px;line-height: 26px;"><div c=
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mage-container-static" style=3D"font-size: 16px;line-height: 26px;margin: 3=
2px auto;margin-top: 0;"><figure style=3D"width: 100%;margin: 0 auto;"><tab=
le class=3D"image-wrapper" width=3D"100%" border=3D"0" cellspacing=3D"0" ce=
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d class=3D"content" align=3D"left" width=3D"1072" style=3D"text-align: cent=
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ht=3D"379.1511194029851" src=3D"https://substackcdn.com/image/fetch/$s_!Pxj=
5!,w_1100,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsub=
stack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff044a4fa-3b9e-4143-a9=
ad-c89844cf0806_1072x739.png" style=3D"border: none !important;vertical-ali=
gn: middle;display: block;-ms-interpolation-mode: bicubic;height: auto;marg=
in-bottom: 0;width: auto !important;max-width: 100% !important;margin: 0 au=
to;"></a></td><td style=3D"text-align: center;"></td></tr></tbody></table><=
figcaption class=3D"image-caption" style=3D"box-sizing: content-box;color: =
#777777;font-size: 14px;line-height: 20px;font-weight: 400;letter-spacing: =
-.15px;margin-top: 8px;width: 70%;padding-left: 15%;padding-right: 15%;text=
-align: center;"><em>Night and Sleep</em><span> by Evelyn De Morgan (1878)<=
/span></figcaption></figure></div><p style=3D"margin: 0 0 20px 0;color: rgb=
(54,55,55);line-height: 26px;font-size: 16px;"><span>The nineteenth century=
 was a difficult time to be a woman. For them, education was limited, profe=
ssions largely closed, and political rights nonexistent. Under England&#821=
7;s common law doctrine of </span><em>coverture</em><span>, a woman&#8217;s=
 property and earnings belonged to her husband. Single women could own prop=
erty and make agreements, but once a woman married she forfeited those righ=
ts. In legal terms she was &#8220;covered&#8221; by her spouse.</span></p><=
p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;font-s=
ize: 16px;">It was an unjust settlement, one made particularly galling by t=
he social climate of the day. Liberal constitutions spread across Europe an=
d slavery was abolished in England in 1833. Men marched under banners of pr=
ogress, but women were told to stay obedient; factories and railways promis=
ed speed and abundance, but half the adult population was bound by laws tha=
t treated them like children.</p><p style=3D"margin: 0 0 20px 0;color: rgb(=
54,55,55);line-height: 26px;font-size: 16px;"><span>John Stuart Mill was on=
e of those who pried open the contradiction. In close partnership with Harr=
iet Taylor, Mill pushed for women&#8217;s right to property, independent ea=
rnings, and access to education. In their 1832 work </span><em>On Marriage<=
/em><span> the pair wrote that surrendering a woman&#8217;s legal identity =
and property amounted to a form of &#8220;domestic slavery,&#8221; while in=
 </span><em>The Enfranchisement of Women </em><span>from 1851 they explicit=
ly called for votes for women.</span></p><p style=3D"margin: 0 0 20px 0;col=
or: rgb(54,55,55);line-height: 26px;font-size: 16px;">Between 1865 and 1868=
 Mill used his position in Parliament to introduce amendments to improve th=
e political lot of women, most famously in 1867 when he proposed that &#822=
0;man&#8221; be replaced with &#8220;person&#8221; in the Reform Bill. He f=
ailed, but the historic attempt is generally recognized as the first time w=
omen&#8217;s suffrage was formally debated in the House of Commons. Yet it =
wasn&#8217;t a total loss. The debate forced opponents to publicly defend t=
heir positions, which exposed their reasoning to scrutiny and put pressure =
on arguments about &#8220;natural&#8221; incapacity.</p><p style=3D"margin:=
 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;font-size: 16px;"><span>=
Two years later, he argued in </span><em>The Subjection of Women</em><span>=
 that &#8220;The legal subordination of one sex to the other is wrong in it=
self, and now one of the chief hindrances to human improvement; and that it=
 ought to be replaced by a principle of perfect equality, admitting no powe=
r or privilege on the one side, nor disability on the other.&#8221; The boo=
k sold well and quickly reached readers across Europe and America, but crit=
ics accused Mill of being under Taylor's spell and of pushing abstract phil=
osophy unsuited to practical life. It took another fifty years for women's =
suffrage to be codified in law.</span></p><h3 class=3D"header-anchor-post" =
style=3D"position: relative;font-family: 'SF Pro Display',-apple-system-hea=
dline,system-ui,-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetic=
a,Arial,sans-serif,'Apple Color Emoji','Segoe UI Emoji','Segoe UI Symbol';f=
ont-weight: bold;-webkit-font-smoothing: antialiased;-moz-osx-font-smoothin=
g: antialiased;-webkit-appearance: optimizelegibility;-moz-appearance: opti=
mizelegibility;appearance: optimizelegibility;margin: 1em 0 0.625em 0;color=
: rgb(54,55,55);line-height: 1.16em;font-size: 1.375em;"><strong>Contest an=
d contrast</strong></h3><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55)=
;line-height: 26px;font-size: 16px;">The suffrage debate reminds us that hu=
mans are fallible creatures. Without an ongoing process of contestation, er=
rors may stay in place indefinitely. It is fortunate that minority opinions=
, especially those which are deemed unpopular like Mill&#8217;s first wave =
feminism, can eventually overturn dominant views. But growth requires condi=
tions where judgments can be tested. If some people are withheld basic libe=
rties then assertions about their nature rest on tainted evidence, just as =
every view shielded from criticism sits on shaky foundations.</p><p style=
=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;font-size: 16=
px;">Today, we too often forget that truth flows from challenge. Life is ce=
rtainly much simpler when we agree with each other, but it&#8217;s also mor=
e prone to illusory thinking. Proponents of measures to bolster online safe=
ty argue that Mill&#8217;s ideas are out of date for a world with five bill=
ion internet users and AI-powered misinformation campaigns, that the harm o=
f falsehoods outweighs the benefit of contest. They worry whether the delib=
erative reasoning that Mill's truth-seeking requires is possible given our =
information-dense online lives.</p><p style=3D"margin: 0 0 20px 0;color: rg=
b(54,55,55);line-height: 26px;font-size: 16px;">But this gets Mill backward=
s. The denser the information environment, the more essential the clash of =
views becomes. If judgment is scarce, all the more reason to cultivate it. =
A contestation process, properly designed, actually conserves rather than d=
epletes cognitive resources by helping people develop better judgment over =
time. Insulating ourselves from our peers denies us the challenge needed to=
 change our beliefs for the better.</p><p style=3D"margin: 0 0 20px 0;color=
: rgb(54,55,55);line-height: 26px;font-size: 16px;">An AI system is not &#8=
220;truth-seeking&#8221; because it serves us an answer, whether the respon=
se is correct or not. The search for truth is personal and provisional, a n=
egotiation that each of us performs ourselves. But it&#8217;s also a fundam=
entally social process, one that requires institutional arrangements that f=
acilitate productive disagreement. As Mill&#8217;s own writing on the posit=
ion of women proves, humans make mistakes and need to course-correct. To do=
 that we must hear views that don&#8217;t mesh with our own, to reckon with=
 our reasoning and become wiser for it.</p><p style=3D"margin: 0 0 20px 0;c=
olor: rgb(54,55,55);line-height: 26px;font-size: 16px;">Few would argue aga=
inst the importance of &#8220;truth-seeking&#8221; for human flourishing, b=
ut what exactly does it mean to seek truth? Is it the process of aligning t=
hought with reality? Or is it creating and testing hypotheses, a process th=
at sees conjectures survive until better alternatives are found? Maybe trut=
h-seeking is recognizing what works in practice over the long run or buildi=
ng internally consistent webs of beliefs that grow stronger through mutual =
support. Mill might say that truth-seeking is the creation of conditions un=
der which our errors can be exposed and corrected. It is less a destination=
 than a discipline, a willingness to test our convictions against evidence,=
 against argument, and against lives different from our own.</p><p style=3D=
"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;font-size: 16px;=
">As he famously put it: &#8220;it is owing to a quality of the human mind,=
 the source of everything respectable in man either as an intellectual or a=
s a moral being, namely, that his errors are corrigible. He is capable of r=
ectifying his mistakes, by discussion and experience. Not by experience alo=
ne. There must be discussion, to show how experience is to be interpreted.&=
#8221;</p><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: =
26px;font-size: 16px;"><span>Mill wrote those words in </span><em>On Libert=
y</em><span>, his timeless meditation on the limits of authority and the cl=
aims of individual freedom. In Chapter Two, he introduces what </span><a hr=
ef=3D"https://substack.com/redirect/b8ed0000-39da-4b2b-89ad-ed0fc1c8fcc2?j=
=3DeyJ1IjoiNXFxeXF4In0.h9dEDbGj64cTNudluPwbMYWklSu8UKGoFv6eWS-HyoA" rel=3D"=
" style=3D"color: rgb(54,55,55);text-decoration: underline;">some thinkers =
refer to</a><span> as Mill&#8217;s Trident. The Trident holds that (a) if a=
n opinion is true, silencing it robs us of truth; (b) if an opinion is part=
ly true, silencing it deprives us of knowledge we lacked; and (c) if an opi=
nion is false, silencing it still harms us because answering objections str=
engthens understanding.</span></p><p style=3D"margin: 0 0 20px 0;color: rgb=
(54,55,55);line-height: 26px;font-size: 16px;">Implicit in this framing is =
the idea that suppressing an opinion assumes truth is settled and safe in t=
he hands of authority, while allowing contest assumes truth is provisional =
and discovered through argument. It's the same belief that animated Mill&#8=
217;s work on the rights of women: that truth requires removing systematic =
barriers to both voice and experience.</p><p style=3D"margin: 0 0 20px 0;co=
lor: rgb(54,55,55);line-height: 26px;font-size: 16px;">If you hold a belief=
, it feels obvious and self-evident to you. Your reasons line up, your evid=
ence seems solid, and your instincts tell you it must be right. The trouble=
 is you&#8217;re also the worst person to spot a mistake in your reasoning.=
 When you construct an argument for something you already believe, you unco=
nsciously select the evidence that fits, overlook what doesn&#8217;t, and c=
onstruct arguments in ways that make sense to you but might not to others. =
While we retain the capacity for self-correction, we systematically struggl=
e to see our own blind spots.</p><p style=3D"margin: 0 0 20px 0;color: rgb(=
54,55,55);line-height: 26px;font-size: 16px;">That isn&#8217;t to say that =
challenge is inherently good. False beliefs can become more coherent, bette=
r defended, and more persuasive after being put to the question. And some i=
deas spread by suppressing criticism and doubt. That&#8217;s clearly worris=
ome if the belief is harmful, but fortunately false beliefs tend to collaps=
e when faced with a long enough time horizon. They can survive for a while =
&#8211; sometimes for centuries &#8211; but their weaknesses accumulate as =
new evidence and arguments pile up. Truth, by contrast, has a habit of surv=
iving contact with skepticism. Newton&#8217;s mechanics didn&#8217;t collap=
se when tested; they were refined. The germ theory of disease didn&#8217;t =
vanish when attacked; it gained credibility because it answered them.</p><p=
 style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;font-si=
ze: 16px;">But survival alone isn&#8217;t the whole story. A belief can be =
broadly true and still be held in a shallow way if it has never faced criti=
cism. Contest helps you tease out which reasons are essential for your posi=
tion by showing you where the claim applies and where it breaks (Newton rem=
ains superb within everyday scales, while relativity tells you where it fal=
ls down). True understanding often emerges when we are faced with counter-a=
rguments from someone who strongly believes we are mistaken, a person whose=
 passion brings with it reasons that persuade in practice. In these moments=
 we are forced to see our position from the outside, to reflect on our assu=
mptions and come to terms with criticism.</p><h3 class=3D"header-anchor-pos=
t" style=3D"position: relative;font-family: 'SF Pro Display',-apple-system-=
headline,system-ui,-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helve=
tica,Arial,sans-serif,'Apple Color Emoji','Segoe UI Emoji','Segoe UI Symbol=
';font-weight: bold;-webkit-font-smoothing: antialiased;-moz-osx-font-smoot=
hing: antialiased;-webkit-appearance: optimizelegibility;-moz-appearance: o=
ptimizelegibility;appearance: optimizelegibility;margin: 1em 0 0.625em 0;co=
lor: rgb(54,55,55);line-height: 1.16em;font-size: 1.375em;"><strong>Truth-s=
eeking machines</strong></h3><p style=3D"margin: 0 0 20px 0;color: rgb(54,5=
5,55);line-height: 26px;font-size: 16px;">Truth-seeking is personal. It&#82=
17;s a process by which individuals test their convictions and form their o=
wn beliefs. But it&#8217;s also a social phenomenon enacted through the cla=
sh of perspectives, the exchange of reasons, and the friction of experience=
s that no one person can generate. Seen this way, truth-seeking is a dynami=
c order fed by the ready circulation of challenge and reply. The health of =
that ecosystem turns on how widely and how freely those exchanges can flow.=
</p><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;f=
ont-size: 16px;">To assess whether an AI is truth-seeking, we ought to ask =
whether it nourishes or constricts this ecosystem. One path is to build sys=
tems that freeze truth into doctrine, an oracle-like authority whose answer=
s are beyond scrutiny. Such systems change the terrain of inquiry by reshap=
ing what questions are surfaced. The other path is to build systems that we=
lcome a clash of opinions, where knowledge grows through contestation, pers=
pectives sharpen one another, and users remain active participants in the s=
earch for truth.</p><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);lin=
e-height: 26px;font-size: 16px;">An attraction of the former, the centraliz=
ed model, is that it promises stability. In a world awash with noise, the i=
dea of a single system that sorts fact from falsehood has obvious appeal. I=
t offers clarity where there is confusion, authority where there is doubt, =
and speed where deliberation can feel slow. For governments worried about t=
he vitality of the information environment, or platforms anxious about liab=
ility, an oracle-like AI looks like an easy way to provide epistemic securi=
ty.</p><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26p=
x;font-size: 16px;">We can already see what this model looks like in practi=
ce. AI systems trained for content moderation are designed to sort speech i=
nto the permissible and the impermissible, often on opaque grounds that use=
rs cannot interrogate. They scan posts, flag those that violate content pol=
icies, and remove them from circulation. If a user appeals, the decision mo=
ves up the chain to a human moderator who checks the flagged content agains=
t a written policy. The rub is that key questions &#8211; what counts as ha=
rm, which claims are debatable, which lines of inquiry are too risky &#8211=
; are settled in advance by a policy written elsewhere. Users may dispute a=
 verdict, but they cannot contest the boundaries in which a decision is mad=
e.</p><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px=
;font-size: 16px;"><span>The decentralized model, like X&#8217;s Community =
Notes </span><a href=3D"https://substack.com/redirect/6a465f1f-fb25-4a75-ac=
56-b471b56864ca?j=3DeyJ1IjoiNXFxeXF4In0.h9dEDbGj64cTNudluPwbMYWklSu8UKGoFv6=
eWS-HyoA" rel=3D"" style=3D"color: rgb(54,55,55);text-decoration: underline=
;">feature</a><span>, offers an alternative. Here, instead of a central aut=
hority deciding what counts as misinformation, users collectively add conte=
xt that appears underneath contentious posts. Notes rise or fall in visibil=
ity depending on whether people from different viewpoints rate them as help=
ful. The idea is neat in principle, but in practice notes can take time to =
appear, don&#8217;t cover all posts, and may never appear if no consensus i=
s reached. It may also be the case that, in finding a &#8220;common ground,=
&#8221; this kind of solution consistently marginalizes more outlandish pos=
itions.</span></p><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-=
height: 26px;font-size: 16px;">Criticisms of the decentralized model mirror=
 the objections to Mill&#8217;s own views about open contest for truth-seek=
ing. The most forceful objection is that the harm of falsehoods can outweig=
h the benefit of contest. Misinformation spreads faster than corrections, a=
nd in domains like health or elections the damage can be immediate or irrev=
ersible. Why tolerate the circulation of claims about bogus medical advice =
or stolen ballots if lives or democratic trust are on the line?</p><p style=
=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;font-size: 16=
px;">Mill heard versions of this in his own time: that liberty of discussio=
n endangered social order, that error corrupted the uneducated, that some q=
uestions were too dangerous to debate. His answer that harm was real but th=
e cure was worse, that falsehoods become harder to dislodge without exposur=
e and rebuttal. A claim that circulates in the open can be met, tested, and=
 discredited; one that resides underground becomes harder to track and easi=
er to mythologize. In algorithmic environments, however, false claims can c=
irculate in the open while being immune to effective rebuttal due to engage=
ment optimization.</p><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);l=
ine-height: 26px;font-size: 16px;">That raises the stakes of Mill&#8217;s w=
ager. These systems amplify the speed and reach of falsehood, which makes h=
arms harder to contain. But they also expand the reach of correction by all=
owing rebuttals to travel further and faster than humans could manage. The =
question is whether we design these systems to dampen contest &#8211; remov=
ing disputed claims before they circulate &#8211; or to stage it in ways th=
at surface stronger counterarguments. In the first case, AI becomes a mecha=
nism of closure, narrowing the range of what can be said. In the second, it=
 can become a mechanism of exposure that draws disagreements into the open =
and gives users the tools to navigate them.</p><p style=3D"margin: 0 0 20px=
 0;color: rgb(54,55,55);line-height: 26px;font-size: 16px;">Another vein of=
 criticism suggests that Mill assumes a level playing field. Even at the ti=
me of writing, critics argued that his vision of open contest was naive bec=
ause the majority of people lacked the education to participate meaningfull=
y. Much like today, skeptics worried that liberty of discussion would empow=
er demagogues to exploit the ignorance of the many while leaving the terms =
of debate set by the few. Then, detractors argued that the uneducated neede=
d protection from dangerous ideas; now, the concern is that ordinary users =
will be misled by misinformation seen on social media platforms. In both ca=
ses the instinct is to remove material from view for the user&#8217;s own g=
ood.</p><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26=
px;font-size: 16px;">The problem is that protecting people from arguments m=
akes them less able to refute bad ideas when they inevitably resurface. Mil=
l believed exposure sharpens reason, but others say that this account under=
estimates the limited nature of human attention and discipline. In his time=
, the charge was that most people lacked the education to weigh arguments p=
roperly, while today we fret that we simply don&#8217;t have the cognitive =
bandwidth in a world rich in information.</p><p style=3D"margin: 0 0 20px 0=
;color: rgb(54,55,55);line-height: 26px;font-size: 16px;">Contemporary comm=
entators are correct that humans have only a narrow capacity for judgment, =
and that engagement-driven algorithms seem to systematically reward inflamm=
atory content over careful reasoning. But that is exactly why this faculty =
must be exercised, and why we need institutional arrangements that are comm=
ensurate with Mill&#8217;s contestation process. Shielding us from difficul=
t or misleading arguments may feel noble, but doing so weakens our capacity=
 for discernment. Only by grappling with claims that stretch, unsettle, or =
even mislead us do we sharpen the skills required to change our minds.</p><=
p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;font-s=
ize: 16px;"><span>AI already </span><a href=3D"https://substack.com/redirec=
t/8796b3f5-531b-430b-8390-fad3b9a37990?j=3DeyJ1IjoiNXFxeXF4In0.h9dEDbGj64cT=
NudluPwbMYWklSu8UKGoFv6eWS-HyoA" rel=3D"" style=3D"color: rgb(54,55,55);tex=
t-decoration: underline;">mediates</a><span> 20 per cent of our waking hour=
s. The systems we build will have the power to transmit arguments and decid=
e which ones are ever heard. They can be designed to harden truth into doct=
rine, presenting answers as final and beyond scrutiny. Or they can be built=
 to keep disagreements visible to let contest play out in ways that sharpen=
 judgment. AI for truth-seeking ought to broaden the range of views in circ=
ulation and give people the tools to test them. It would make friction easi=
er to encounter rather than harder to avoid.</span></p><p style=3D"margin: =
0 0 20px 0;color: rgb(54,55,55);line-height: 26px;font-size: 16px;">None of=
 this guarantees that error vanishes or that judgment becomes effortless. I=
t means only that the conditions for self-correction remain intact. Then as=
 now, the response is the same: your curiosity and judgment remain the most=
 powerful force for truth. AI doesn&#8217;t seek truth, people do.</p><div =
style=3D"font-size: 16px;line-height: 26px;"><hr style=3D"margin: 32px 0;pa=
dding: 0;height: 1px;background: #e6e6e6;border: none;"></div><p style=3D"m=
argin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;font-size: 16px;ma=
rgin-bottom: 0;"><em><a href=3D"https://substack.com/redirect/eaa6f6c0-775e=
-4d40-8506-74b730ad1b1e?j=3DeyJ1IjoiNXFxeXF4In0.h9dEDbGj64cTNudluPwbMYWklSu=
8UKGoFv6eWS-HyoA" rel=3D"" style=3D"color: rgb(54,55,55);text-decoration: u=
nderline;">Cosmos Institute</a><span> is the Academy for Philosopher-Builde=
rs, technologists building AI for human flourishing. We run fellowships, fu=
nd fast prototypes, and host seminars with institutions like Oxford, Aspen =
Institute, and Liberty Fund.</span></em></p></div></div><div class=3D"posts=
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