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Mark Zuckerberg is extremely optimistic that superintelligence will
help =
humans accelerate their pace of progress and begin a new
era=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=
=A0


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=09=09TLDR
=

=09=09TOGETHER WITH [Pacaso] [4]

TLDR 2025-07-31

=F0=9F=93=
=88=C2=A0INVEST IN PACASO =E2=80=94 A STARTUP FOUNDED BY AN EX-ZILLOW EXEC=

THAT'S ALREADY CROSSED $110M+ IN GROSS PROFITS (SPONSOR) [4]=20

=09* =
Pacaso is proven proptech powerhouse [4] founded by former Zillow
executi=
ve Austin Allison, who sold his first venture for $120M
=09* The company=
is already a market leader [4] in vacation home
co-ownership, with 2,000=
+ homeowners and $110M+ in gross profits in
its operating history.
=09=
* Having built a sustainable competitive advantage, Pacaso is now
expandi=
ng globally, with new homes added in Paris, London, and Cabo
within the p=
ast year.

Join notable investors like Fifth Wall and Maveron=E2=80=
=94invest early and
share in Pacaso's global growth. [4]

=
=F0=9F=93=B1=20

BIG TECH & STARTUPS

TIKTOK INTRODUCES COMMUNITY NO=
TES IN THE FORM OF FOOTNOTES, A NEW
FACT-CHECKING TOOL (2 MINUTE READ) [5=
]=20

TikTok's Footnotes is officially rolling out in the US for users i=
n
the pilot program. There are around 80,000 users contributing to
TikT=
ok's version of Community Notes - all of them have had active
TikTok acco=
unts for at least six months, live in the US, haven't had
community guide=
lines violations in the past six months, and are at
least 18 years old. F=
ootnotes will be moderated with a combination of
automated moderation and=
human moderation. Users can report footnotes
they think are untrue or br=
eak TikTok's rules.=20

TESLA TAKES FIRST STEP IN SUNSETTING MODEL S AND=
X WITH DRASTIC MOVE
(3 MINUTE READ) [6]=20

Tesla could be sunsetting=
the Model S and Model X as it has ended
international orders. The two ol=
dest cars in the company's lineup, the
vehicles account for a very small =
portion of overall sales. Tesla
doesn't make enough of the Model S or Mod=
el X units to justify the
expensive logistics process of shipping custom =
orders overseas. It is
possible the company may build a bunch of random c=
onfigurations, send
them overseas every few months, and let them sell bef=
ore replenishing
inventory.=20

=F0=9F=9A=80=20

SCIENCE & FUTURISTIC=
TECHNOLOGY

THE SCIENCE BEHIND REGROWING MISSING TEETH (3 MINUTE READ=
) [7]=20

Clinical trials for a drug that could eventually help people r=
egrow
missing or damaged teeth have begun in Japan. While humans typicall=
y
grow two sets of teeth in their lifetime, the buds necessary to grow a=

third set still exist. The drug blocks a protein that limits tooth
gro=
wth. The researchers hope to roll the drug out to the wider public
by 203=
0.=20

HELION BREAKS GROUND ON WHAT COULD BE THE WORLD'S FIRST FUSION PL=
ANT
DESPITE SIGNIFICANT UNCERTAINTY (3 MINUTE READ) [8]=20

Helion Ene=
rgy has started site work on its commercial fusion power
plant. The compa=
ny's first facility is scheduled to start operating in
2028. It is buildi=
ng a 50 megawatt reactor to power Microsoft's data
centers in the region.=
The entire tech sector is scrambling for new
clean energy sources to pow=
er the servers that support artificial
intelligence. Helion has spent 12 =
years on research and development
and building prototypes in preparation =
for this deployment.=20

=F0=9F=92=BB=20

PROGRAMMING, DESIGN & DATA SC=
IENCE

HOW DELVE TURNED 4 NEWSLETTER ADS INTO $1M PIPELINE (SPONSOR) [=
9]=20

Delve ran just 4 ads in TLDR newsletters. The payoff?

=09* 6=
6 high-quality leads (including enterprise companies)
=09* $1M in pipelin=
e
=09* 52x ROI

We break down Delve's exact strategy, detailed result=
s, and share the
actual ads that crushed it.

Read the Delve case stu=
dy. [9]

FAST (4 MINUTE READ) [10]=20

Fast software changes behavi=
or. Fast eliminates cognitive friction
and signals simplicity, which is r=
are in the world where code and
content are commodities. Making software =
fast often requires stripping
away non-essential features - the ultimate =
expression of respect in a
world obsessed with adding rather than refinin=
g. It means the
developer has thought deeply about what matters and elimi=
nated
everything else.=20

CHOOSE BORING TECHNOLOGY, REVISITED (4 MINU=
TE READ) [11]=20

Choose novel technology when trying to learn something=
new and use
boring technology when trying to solve a problem. Boring tec=
hnologies
have known failure modes, well-understood capabilities, and pro=
ven
operational reliability. The advent of large language models and agen=
t
AI coding tools has made this principle even more critical. Developers=

who use technologies unknown to them have no way of verifying whether
=
AI is leading them down the wrong path.=20

=F0=9F=8E=81=20

MISCELLANE=
OUS

PERSONAL SUPERINTELLIGENCE (4 MINUTE READ) [12]=20

Mark Zucke=
rberg says that the development of superintelligence is now
in sight. He =
is extremely optimistic that superintelligence will help
humans accelerat=
e their pace of progress and begin a new era of
personal empowerment wher=
e people will have greater agency to improve
the world in the directions =
they choose. Meta's vision is to bring
personal superintelligence to ever=
yone to help them achieve goals,
create what they want to see in the worl=
d, experience any adventure,
and grow to become the person they aspire to=
be. It believes that the
benefits of superintelligence should be shared =
with the world as
broadly as possible.=20

WHY I BELIEVE IN AGI (AGAIN=
) (14 MINUTE READ) [13]=20

ChatGPT now seems to understand what it read=
s. The use of reasoning
models shows that ChatGPT can be creative. It can=
summarize texts
extremely well, a robust measure of intelligence. AI pro=
ducts now pay
for AGI research, which means that AI has reached early sta=
ges of the
long-awaited self-improvement loop.=20

=E2=9A=A1=20

QUIC=
K LINKS

AGENTIC CODING THINGS THAT DIDN'T WORK (8 MINUTE READ) [14] =


The big hidden risk with automation through large language models is=

that it encourages mental disengagement, resulting in engineers
overes=
timating agents' capabilities.=20

THE MATH IS HAUNTED (11 MINUTE READ) =
[15]=20

Lean is a programming language that lets mathematicians treat=

mathematics as code.=20

META & STANFORD'S THIN HOLOGRAPHIC DISPLAY B=
RINGS "VR GLASSES" CLOSER
TO REALITY (5 MINUTE READ) [16]=20

Meta and=
Stanford recently released a paper describing a prototype
pair of VR gla=
sses with a total optical stack thickness of less than 3
millimeters.=20
=

VIBE CODE IS LEGACY CODE (6 MINUTE READ) [17]=20

Vibe coding is per=
fect for prototypes and throwaway projects because
the code doesn't have =
to be maintained - anything more serious needs a
more careful approach. =


A DIVE INTO OPEN CHAT PROTOCOLS (57 MINUTE READ) [18]=20

A look =
at the current ecosystem of chat protocols, the problems that
exist, and =
possible solutions to make a better open chat protocol.=20

A SHORT POST=
ON SHORT TRAINS (10 MINUTE READ) [19]=20

The single biggest cost for a=
ny metro system is the stations - a
system that uses smaller trains would=
result in smaller stations and
huge cost savings.=20

Love TLDR? Tell =
your friends and get rewards!

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ends to get free TLDR swag!=20

https://refer.tldr.tech/1fd848fa/ [20] =


=09=09Track your referrals here. [21]

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If you have any comments or feedback, just respond to this em=
ail!=20

Thanks for reading,=20
Dan Ni [24] & Stephen Flanders [25]=20
=

Manage your subscriptions [26] to our other newsletters on tech,
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[10] h=
ttps://www.catherinejue.com/fast?utm_source=3Dtldrnewsletter
[11] https:/= /www.brethorsting.com/blog/2025/07/choose-boring-technology,-revisited/?utm= _source=3Dtldrnewsletter
[12] https://www.meta.com/superintelligence/?utm=
_source=3Dtldrnewsletter
[13] https://guzey.com/why-i-believe-in-agi-agai= n/?utm_source=3Dtldrnewsletter
[14] https://lucumr.pocoo.org/2025/7/30/th= ings-that-didnt-work/?utm_source=3Dtldrnewsletter
[15] https://overreacte=
d.io/the-math-is-haunted/?utm_source=3Dtldrnewsletter
[16] https://www.up= loadvr.com/meta-stanford-synthetic-aperture-waveguide-holography-vr-glasses= -research/?utm_source=3Dtldrnewsletter
[17] https://blog.val.town/vibe-co=
de?utm_source=3Dtldrnewsletter
[18] https://wiki.alopex.li/ADiveIntoOpenC= hat#a-dive-into-open-chat-protocols?utm_source=3Dtldrnewsletter
[19] http= s://shakeddown.substack.com/p/a-short-post-on-short-trains?utm_source=3Dtld= rnewsletter
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Mark Zucke= rberg is extremely optimistic that superintelligence will help humans accel= erate their pace of progress and begin a new era&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;</div>



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<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr id=3D"together-with"><td align=3D"cent= er" height=3D"20" style=3D"vertical-align:middle !important;" valign=3D"mid= dle" width=3D"100%"><strong style=3D"vertical-align:middle !important; heig= ht: 100%;">Together With </strong>
<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Finvest.pacas= o.com%2F%3Futm_source=3Demail%26utm_medium=3Dpaid-partnership%26utm_campaig= n=3Dpartnership30-362_07-31_10758330809/1/010001986017abab-7ad98867-d62f-46= 5a-83b0-d21a8c957917-000000/JozicnUxkifIM9dDYiiHX-Mjn3dPM5oTPPHF_0Q5CzQ=3D4= 16"><img src=3D"https://images.tldr.tech/pacaso.png" valign=3D"middle" styl= e=3D"vertical-align: middle !important; height: 100%;" alt=3D"Pacaso"></a><= /td></tr></tbody></table>

<table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr= ><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0;=

<div style=3D"text-align: center;">

<h1><strong>TLDR <span id=3D"date">2025-07-31</span></strong></h1>
</div>
</td></tr></tbody></table>

<table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr=
id=3D"sponsy-copy"><td class=3D"container" style=3D"padding: 15px 15px;">
<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Finvest.pacaso.com%2F%3Futm_source=3Demail%26utm_medium= =3Dpaid-partnership%26utm_campaign=3Dpartnership30-362_07-31_10758330809/2/= 010001986017abab-7ad98867-d62f-465a-83b0-d21a8c957917-000000/pjWaOQEt3ZFUIJ= hqC-Rh6G3RHm4IF6LDcK-8dKG-LPQ=3D416">
<span>
<strong>=F0=9F=93=88&nbsp;Invest in=
Pacaso =E2=80=94 a startup founded by an ex-Zillow exec that's already cro= ssed $110M+ in gross profits (Sponsor)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
<ul><li>Pacaso is <a href=3D"https://tr= acking.tldrnewsletter.com/CL0/https:%2F%2Finvest.pacaso.com%2F%3Futm_source= =3Demail%26utm_medium=3Dpaid-partnership%26utm_campaign=3Dpartnership30-362= _07-31_10758330809/3/010001986017abab-7ad98867-d62f-465a-83b0-d21a8c957917-= 000000/7KtRL4I4UHELnI5CFPVW3kz7PNbmsoDbOrR3Z5WcXJ8=3D416" rel=3D"noopener n= oreferrer nofollow" target=3D"_blank"><span>proven proptech powerhouse</spa= n></a> founded by former Zillow executive Austin Allison, who sold his firs=
t venture for $120M</li>
<li>The company is <a href=3D"https://tracking.tldrnewsletter.com/CL0/https= :%2F%2Finvest.pacaso.com%2F%3Futm_source=3Demail%26utm_medium=3Dpaid-partne= rship%26utm_campaign=3Dpartnership30-362_07-31_10758330809/4/010001986017ab= ab-7ad98867-d62f-465a-83b0-d21a8c957917-000000/n43YkqMTDph3OaOdVrPHooT39Z9g= -oz8usySlRx_lvU=3D416" rel=3D"noopener noreferrer nofollow" target=3D"_blan= k"><span>already a market leader</span></a> in vacation home co-ownership, = with 2,000+ homeowners and $110M+ in gross profits in its operating history= .</li>
<li>Having built a sustainable competitive advantage, Pacaso is now expandi=
ng globally, with new homes added in Paris, London, and Cabo within the pas=
t year.</li>
</ul>

<p>Join notable investors like Fifth Wall and Maveron=E2=80=94<a href=3D"ht= tps://tracking.tldrnewsletter.com/CL0/https:%2F%2Finvest.pacaso.com%2F%3Fut= m_source=3Demail%26utm_medium=3Dpaid-partnership%26utm_campaign=3Dpartnersh= ip30-362_07-31_10758330809/5/010001986017abab-7ad98867-d62f-465a-83b0-d21a8= c957917-000000/ommQ_8Kc-JFSYQNpCgy7u1kt73liqDcCHpfgczoOqKo=3D416" rel=3D"no= opener noreferrer nofollow" target=3D"_blank"><span>invest early and share =
in Pacaso's global growth.</span></a>



</span></span></div>
</td></tr></tbody></table>
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<tr bgcolor=3D""><td class=3D"container">

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td style=3D"padding: 0px;">

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =93=B1</span></div></div>
</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;">

<h1><strong>Big Tech &amp; Startups</strong></h1>
</div>
</div>
</td></tr></tbody></table>

<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fmashable.com%2Farticle%2Ftiktok-launches-footnotes-pilo= t-program%3Futm_source=3Dtldrnewsletter/1/010001986017abab-7ad98867-d62f-46= 5a-83b0-d21a8c957917-000000/GE0FEa73D3ku1A7EYoAL8Q2cb-2TyWpCkwWKQQ5nOZk=3D4=

<span>
<strong>TikTok introduces Community=
Notes in the form of Footnotes, a new fact-checking tool (2 minute read)</= strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
TikTok's Footnotes is officially rollin=
g out in the US for users in the pilot program. There are around 80,000 use=
rs contributing to TikTok's version of Community Notes - all of them have h=
ad active TikTok accounts for at least six months, live in the US, haven't = had community guidelines violations in the past six months, and are at leas=
t 18 years old. Footnotes will be moderated with a combination of automated=
moderation and human moderation. Users can report footnotes they think are=
untrue or break TikTok's rules.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.teslarati.com%2Ftesla-takes-first-step-sunsetting-m= odel-s-and-x-drastic-move%2F%3Futm_source=3Dtldrnewsletter/1/010001986017ab= ab-7ad98867-d62f-465a-83b0-d21a8c957917-000000/JuN3IBII-JfIJ3MsSxG5i-VYmGHQ= GlSmPbJTauvc3XE=3D416">
<span>
<strong>Tesla takes first step in s= unsetting Model S and X with drastic move (3 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Tesla could be sunsetting the Model S a=
nd Model X as it has ended international orders. The two oldest cars in the=
company's lineup, the vehicles account for a very small portion of overall=
sales. Tesla doesn't make enough of the Model S or Model X units to justif=
y the expensive logistics process of shipping custom orders overseas. It is=
possible the company may build a bunch of random configurations, send them=
overseas every few months, and let them sell before replenishing inventory=
.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =9A=80</span></div>
</div>
</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;">

<h1><strong>Science &amp; Futuristic Technology</strong></h1>
</div>
</div>
</td></tr></tbody></table>

<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftheweek.com%2Fhealth%2Fthe-science-behind-regrowing-mis= sing-teeth%3Futm_source=3Dtldrnewsletter/1/010001986017abab-7ad98867-d62f-4= 65a-83b0-d21a8c957917-000000/jq6d-oKrAIJEeZYMKYYrp19E9WkzsPe92sbj6yTy5NQ=3D= 416">
<span>
<strong>The science behind regrowin=
g missing teeth (3 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Clinical trials for a drug that could e= ventually help people regrow missing or damaged teeth have begun in Japan. = While humans typically grow two sets of teeth in their lifetime, the buds n= ecessary to grow a third set still exist. The drug blocks a protein that li= mits tooth growth. The researchers hope to roll the drug out to the wider p= ublic by 2030.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FL4rEtA/1/010001986017abab-7a= d98867-d62f-465a-83b0-d21a8c957917-000000/i6-QGlts5Mgy7L4EjjqwPApOIaa8Lkdcc= hr7krs48MY=3D416">
<span>
<strong>Helion breaks ground on wha=
t could be the world's first fusion plant despite significant uncertainty (=
3 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Helion Energy has started site work on = its commercial fusion power plant. The company's first facility is schedule=
d to start operating in 2028. It is building a 50 megawatt reactor to power=
Microsoft's data centers in the region. The entire tech sector is scrambli=
ng for new clean energy sources to power the servers that support artificia=
l intelligence. Helion has spent 12 years on research and development and b= uilding prototypes in preparation for this deployment.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =92=BB</span></div></div>
</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;">

<h1><strong>Programming, Design &amp; Data Science</strong></h1>
</div>
</div>
</td></tr></tbody></table>

<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fadvertise.tldr.tech%2Fcase-studies%2Fdelve-drives-1m-in= -attributed-pipeline-52x-roi-through-tldr-ads%2F%3Futm_source=3Dtldr%26utm_= medium=3Dnewsletter%26utm_campaign=3Dsecondary07312025/1/010001986017abab-7= ad98867-d62f-465a-83b0-d21a8c957917-000000/-IRAYlpmYMJ9Ee7CBI4suLtfUX2XGV9B= odFXeZpJJ1o=3D416">
<span>
<strong>How Delve turned 4 newslett=
er ads into $1M pipeline (Sponsor)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Delve ran just 4 ads in TLDR newsletter=
s. The payoff?<p></p><ul><li>66 high-quality leads (including enterprise co= mpanies)</li><li>$1M in pipeline</li><li>52x ROI</li></ul><p>We break down = Delve's exact strategy, detailed results, and share the actual ads that cru= shed it.</p><p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F= %2Fadvertise.tldr.tech%2Fcase-studies%2Fdelve-drives-1m-in-attributed-pipel= ine-52x-roi-through-tldr-ads%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewslett= er%26utm_campaign=3Dsecondary07312025/2/010001986017abab-7ad98867-d62f-465a= -83b0-d21a8c957917-000000/hxeJPN3FP1Oe0HAT4GY_PzHZByE3a_zbv-Wbn5bMZpM=3D416=
" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Read the Del=
ve case study.</span></a>



</span></span></div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.catherinejue.com%2Ffast%3Futm_source=3Dtldrnewslett= er/1/010001986017abab-7ad98867-d62f-465a-83b0-d21a8c957917-000000/7MEN33vc5= D_eXKqFf5b8_zp9LkE4sf1ZzfFg4wxlzFI=3D416">
<span>
<strong>fast (4 minute read)</stron=

</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Fast software changes behavior. Fast el= iminates cognitive friction and signals simplicity, which is rare in the wo= rld where code and content are commodities. Making software fast often requ= ires stripping away non-essential features - the ultimate expression of res= pect in a world obsessed with adding rather than refining. It means the dev= eloper has thought deeply about what matters and eliminated everything else=
.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.brethorsting.com%2Fblog%2F2025%2F07%2Fchoose-boring= -technology,-revisited%2F%3Futm_source=3Dtldrnewsletter/1/010001986017abab-= 7ad98867-d62f-465a-83b0-d21a8c957917-000000/XS_0OpMx1Lul_babLDy3AYyfrC6lpNr= O3I4yF0bYs98=3D416">
<span>
<strong>Choose Boring Technology, R= evisited (4 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Choose novel technology when trying to = learn something new and use boring technology when trying to solve a proble=
m. Boring technologies have known failure modes, well-understood capabiliti= es, and proven operational reliability. The advent of large language models=
and agent AI coding tools has made this principle even more critical. Deve= lopers who use technologies unknown to them have no way of verifying whethe=
r AI is leading them down the wrong path.
</span>
</span>
</div>
</td></tr></tbody></table>
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<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =8E=81</span></div></div>
</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
</div>
</td></tr></tbody></table>

<table bgcolor=3D"" style=3D"table-layout: fixed; width: 100%;" width=3D"10= 0%"><tbody><tr><td style=3D"padding:0;border-collapse:collapse;border-spaci= ng:0;margin:0;" valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.meta.com%2Fsuperintelligence%2F%3Futm_source=3Dtldr= newsletter/1/010001986017abab-7ad98867-d62f-465a-83b0-d21a8c957917-000000/I= KY4agwmGVGakWzVXUILiwpBhQfZnE-AX_qyAH6QrXg=3D416">
<span>
<strong>Personal Superintelligence =
(4 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Mark Zuckerberg says that the developme=
nt of superintelligence is now in sight. He is extremely optimistic that su= perintelligence will help humans accelerate their pace of progress and begi=
n a new era of personal empowerment where people will have greater agency t=
o improve the world in the directions they choose. Meta's vision is to brin=
g personal superintelligence to everyone to help them achieve goals, create=
what they want to see in the world, experience any adventure, and grow to = become the person they aspire to be. It believes that the benefits of super= intelligence should be shared with the world as broadly as possible.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

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<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fguzey.com%2Fwhy-i-believe-in-agi-again%2F%3Futm_source= =3Dtldrnewsletter/1/010001986017abab-7ad98867-d62f-465a-83b0-d21a8c957917-0= 00000/MXhoJdLXf5El3xrlyrLlj0FP3S3ZR7wnQ-6AC-RNcHQ=3D416">
<span>
<strong>Why I believe in AGI (again=
) (14 minute read)</strong>
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<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
ChatGPT now seems to understand what it=
reads. The use of reasoning models shows that ChatGPT can be creative. It = can summarize texts extremely well, a robust measure of intelligence. AI pr= oducts now pay for AGI research, which means that AI has reached early stag=
es of the long-awaited self-improvement loop.
</span>
</span>
</div>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=E2=9A= =A1</span></div></div>
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<h1><strong>Quick Links</strong></h1>
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

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<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flucumr.pocoo.org%2F2025%2F7%2F30%2Fthings-that-didnt-wo= rk%2F%3Futm_source=3Dtldrnewsletter/1/010001986017abab-7ad98867-d62f-465a-8= 3b0-d21a8c957917-000000/HeecOX3iWkDUZvMxecaRm5g_5c9EA-dtnpxIXkhzjak=3D416">
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<strong>Agentic Coding Things That = Didn't Work (8 minute read)</strong>
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<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The big hidden risk with automation thr= ough large language models is that it encourages mental disengagement, resu= lting in engineers overestimating agents' capabilities.
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

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<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Foverreacted.io%2Fthe-math-is-haunted%2F%3Futm_source=3D= tldrnewsletter/1/010001986017abab-7ad98867-d62f-465a-83b0-d21a8c957917-0000= 00/S17Y039avCzxbMQDdfcgsVrvg-Xj0UJume9YPdRnO18=3D416">
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<strong>The Math Is Haunted (11 min= ute read)</strong>
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<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Lean is a programming language that let=
s mathematicians treat mathematics as code.
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

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<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.uploadvr.com%2Fmeta-stanford-synthetic-aperture-wav= eguide-holography-vr-glasses-research%2F%3Futm_source=3Dtldrnewsletter/1/01= 0001986017abab-7ad98867-d62f-465a-83b0-d21a8c957917-000000/iqlXzV3nIS0j9mQ6= 8qITslD_WDunpA3_b5LdDWUlRZI=3D416">
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<strong>Meta &amp; Stanford's Thin = Holographic Display Brings "VR Glasses" Closer To Reality (5 minute read)</= strong>
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<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Meta and Stanford recently released a p= aper describing a prototype pair of VR glasses with a total optical stack t= hickness of less than 3 millimeters.
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

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<strong>Vibe code is legacy code (6=
minute read)</strong>
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<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Vibe coding is perfect for prototypes a=
nd throwaway projects because the code doesn't have to be maintained - anyt= hing more serious needs a more careful approach.
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</span>
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

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<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwiki.alopex.li%2FADiveIntoOpenChat%23a-dive-into-open-c= hat-protocols%3Futm_source=3Dtldrnewsletter/1/010001986017abab-7ad98867-d62= f-465a-83b0-d21a8c957917-000000/rX7QqnNhLw5yrjLfA7XSKTl4gdrQvfw8Hb4mtG1QegM= =3D416">
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<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
A look at the current ecosystem of chat=
protocols, the problems that exist, and possible solutions to make a bette=
r open chat protocol.
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

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<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fshakeddown.substack.com%2Fp%2Fa-short-post-on-short-tra= ins%3Futm_source=3Dtldrnewsletter/1/010001986017abab-7ad98867-d62f-465a-83b= 0-d21a8c957917-000000/0OHaRvbUGEBbSqBtb_R8AkwI4g2zf45hlxHg2ggcGFo=3D416">
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s (10 minute read)</strong>
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<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The single biggest cost for any metro s= ystem is the stations - a system that uses smaller trains would result in s= maller stations and huge cost savings.
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