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An experimental reasoning model from OpenAI has achieved gold
medal-level=
performance on the International Math Olympiad
(IMO)=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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gn Up [1] |Advertise [2]|View Online [3]=20

=09=09TLDR=20

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TLDR 2025-07-21

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=F0=9F=93=B1=20

BIG TEC=
H & STARTUPS

OPENAI EXPERIMENTAL REASONING LLM HAS ACHIEVED A LONGSTA=
NDING GRAND
CHALLENGE IN AI (4 MINUTE READ) [5]=20

An experimental re=
asoning model from OpenAI has achieved gold
medal-level performance on th=
e International Math Olympiad (IMO). IMO
problems demand a new level of s=
ustained creative thinking compared to
past benchmarks. Submissions for t=
he challenge are hard-to-verify,
multi-page proofs. The experimental mode=
l solved five of the six
problems on the 2025 IMO. OpenAI plans to releas=
e GPT-5 soon, but it
won't be releasing anything with the experimental mo=
del's level of
math capability for several months.=20

THE EPIC BATTLE=
FOR AI TALENT=E2=80=94WITH EXPLODING OFFERS, SECRET DEALS
AND TEARS (14 =
MINUTE READ) [6]=20

The war among some of the biggest companies on the =
planet for talent
is playing out in an unprecedented frenzy of talent rai=
ds, secret
deals, and betrayals. AI researchers whose minds have never be=
en so
highly valued are set to become as rich as NBA players and Hollywoo=
d
stars. Some researchers are being offered pay packages worth more than=

$300 million, and even that kind of money isn't always enough to win
t=
hem over. The social contract that once united founders and employees
may=
be unraveling.=20

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

SCIENCE & FUTURISTIC TECHNOLOGY
=

A NEW FRONTIER IN FUSION TECHNOLOGY (4 MINUTE READ) [7]=20

Marathon=
Fusion has announced a solution to the transmutation of gold
using a met=
hod that is massively scalable, pragmatically achievable,
and economicall=
y irresistible. Its approach can generate 5,000
kilograms of gold per yea=
r per gigawatt of energy generation without
compromise to fuel self-suffi=
ciency or power output. It uses the
neutrons that drive the multiplicatio=
n reactions in deuterium-tritium
fusion on mercury-198 to produce mercury=
-197, which decays in a few
days to the only stable isotope of gold. The =
method could also be used
to create other precious metals, radically tran=
sforming the economics
of fusion and energy.=20

CANCER DNA IS DETECTA=
BLE IN BLOOD YEARS BEFORE DIAGNOSIS (3 MINUTE
READ) [8]=20

It is poss=
ible to spot tumor DNA more than three years before a
cancer diagnosis. T=
hese telltale traces could be a powerful tool in
early cancer screening e=
fforts. The technology could help doctors
detect cancers before any other=
signs or symptoms of the disease
appear and dramatically change outcomes=
for patients.=20

=F0=9F=92=BB=20

PROGRAMMING, DESIGN & DATA SCIENCE=


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CODING WITH LLMS IN THE SUMMER OF 2025 (AN UPDATE) (6 MINU=
TE READ)
[14]=20

Software developers can maximize their impact by usi=
ng large language
models (LLMs) in an explicit way while staying in the l=
oop. This
allows them to do things that are otherwise at the borders of t=
heir
knowledge/expertise while learning in the process. It is wise to tes=
t
out the capabilities of agents from time to time, as the technology
w=
ill improve and eventually many coding tasks will be better served by
AI =
alone. Those who avoid using LLMs due to ideological or
psychological ref=
usal will be at a disadvantage as they fail to
develop the set of skills =
needed to work with the technology.=20

RETHINKING CLI INTERFACES FOR AI=
(6 MINUTE READ) [15]=20

Every command-line interface (CLI) can be impr=
oved to provide extra
context to large language models (LLMs). Doing this=
reduces tool calls
and optimizes context windows. Agents may benefit fro=
m training on
tools available within their agents. Developers may benefit=
from a
whole set of AI-enhanced CLI tools or a custom LLM shell.=20

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

MISCELLANEOUS

HOW YOUTUBE WON THE BATTLE FOR TV VI=
EWERS (13 MINUTE READ) [16]=20

YouTube became the most-watched video pr=
ovider on televisions in the
US earlier this year. People now watch YouTu=
be on TV sets more than on
their phones or any other device. In response,=
creators are making
longer, higher-quality videos that appeal to familie=
s and groups of
friends watching in their living rooms. This article look=
s at the
history of the platform and the secrets to its success.=20

W=
HY BANKS ARE ON HIGH ALERT ABOUT STABLECOINS (5 MINUTE READ) [17]=20

Th=
e House recently voted to pass a bill that spells out some ground
rules f=
or stablecoins. Stablecoins have the potential to lure away
customer depo=
sits from banks. The Genius Act creates a regulatory
framework where stab=
lecoins are supposed to maintain a 1:1 ratio with
the US dollar or other =
fiat currencies so that they can easily be used
for payments. This could =
make stablecoins more attractive to use,
especially for cross-border paym=
ents, which can take days to settle
and are subject to interchange and ot=
her fees.=20

=E2=9A=A1=20

QUICK LINKS

IN RECENT LAYOFFS, AI'S R=
OLE MAY BE BIGGER THAN COMPANIES ARE LETTING
ON (9 MINUTE READ) [18]=20
=

Firms are limiting their explanations to terms like reorganization,
r=
estructuring, and optimization, but that terminology could be AI in
disgu=
ise.=20

IT'S RUDE TO SHOW AI OUTPUT TO PEOPLE (5 MINUTE READ) [19]=20
=

AI output should only be relayed if it's either adopted as your own
o=
r there is explicit consent from the receiving party.=20

NETFLIX'S FIRS=
T SHOW WITH GENERATIVE AI IS A SIGN OF WHAT'S TO COME
IN TV, FILM (5 MINU=
TE READ) [20]=20

The Eternaut, which premiered in April, used generativ=
e AI footage
during a scene that showed a building collapsing.=20

AMA=
ZON'S AWS CLOUD COMPUTING UNIT CUTS AT LEAST HUNDREDS OF JOBS (2
MINUTE R=
EAD) [21]=20

Amazon CEO Andy Jassy is reducing what he describes as an =
excess of
bureaucracy at the company.=20

WHY I'M BETTING AGAINST AI A=
GENTS IN 2025 (DESPITE BUILDING THEM) (10
MINUTE READ) [22]=20

Error =
rates compound exponentially in multi-step workflows, context
windows cre=
ate quadratic token costs, and designing tools and feedback
systems that =
agents can actually use effectively is a huge challenge.=20

Love TLDR? T=
ell your friends and get rewards!

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https://refer.tldr.tech/1fd848fa/ [2=
3]=20

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If your company is interested in reaching an audie=
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APPL=
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If you have any comments or feedback, just respond to th=
is email!=20

Thanks for reading,=20
Dan Ni [27] & Stephen Flanders [28] =


Manage your subscriptions [29] to our other newsletters on tech,
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">An experim= ental reasoning model from OpenAI has achieved gold medal-level performance=
on the International Math Olympiad (IMO)&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;=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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<h1><strong>TLDR <span id=3D"date">2025-07-21</span></strong></h1>
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<strong>Claude Code is the terminal= -native coding agent for devs who want to ship faster (Sponsor)</strong>
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Serious work happens in the terminal.<a=
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<strong>OpenAI experimental reasoni=
ng LLM has achieved a longstanding grand challenge in AI (4 minute read)</s= trong>
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<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
An experimental reasoning model from Op= enAI has achieved gold medal-level performance on the International Math Ol= ympiad (IMO). IMO problems demand a new level of sustained creative thinkin=
g compared to past benchmarks. Submissions for the challenge are hard-to-ve= rify, multi-page proofs. The experimental model solved five of the six prob= lems on the 2025 IMO. OpenAI plans to release GPT-5 soon, but it won't be r= eleasing anything with the experimental model's level of math capability fo=
r several months.
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<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The war among some of the biggest compa= nies on the planet for talent is playing out in an unprecedented frenzy of = talent raids, secret deals, and betrayals. AI researchers whose minds have = never been so highly valued are set to become as rich as NBA players and Ho= llywood stars. Some researchers are being offered pay packages worth more t= han $300 million, and even that kind of money isn't always enough to win th=
em over. The social contract that once united founders and employees may be=
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Marathon Fusion has announced a solutio=
n to the transmutation of gold using a method that is massively scalable, p= ragmatically achievable, and economically irresistible. Its approach can ge= nerate 5,000 kilograms of gold per year per gigawatt of energy generation w= ithout compromise to fuel self-sufficiency or power output. It uses the neu= trons that drive the multiplication reactions in deuterium-tritium fusion o=
n mercury-198 to produce mercury-197, which decays in a few days to the onl=
y stable isotope of gold. The method could also be used to create other pre= cious metals, radically transforming the economics of fusion and energy.
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It is possible to spot tumor DNA more t= han three years before a cancer diagnosis. These telltale traces could be a=
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<p>They create and maintain your test suite in open-source Playwright. Plus=
, they provide <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F= %2Fwww.qawolf.com%2Fhow-it-works%3Futm_source=3Dtldrai%26utm_medium=3Dnewsl= etter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newsl= etter_KissBugsGoodbye_20250626-None_Experiment-FALSE%26utm_term=3Dbody-Unli= mitedParallelTestRuns%26utm_content=3DKissBugsGoodbye_ScheduleADemoToLearnM= ore_None_Headline%253AKissBugsGoodbyeWithFullyAutomatedEndToEndTestCoverage= ____Newsletter-SecondaryPlacement_20250626_v1_/1/010001982c94e2f4-e934743c-= d306-4415-809e-ac09064900b2-000000/bjvJ7Vid1OiWN2eCQRE8HGOqbJGsCg3iSRhxBbk-= FzQ=3D414" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>unl= imited parallel test runs</span></a> on their infrastructure (24-hour maint= enance included).</p>

<p>The result? Salesloft&nbsp;<a href=3D"https://tracking.tldrnewsletter.co= m/CL0/https:%2F%2Fwww.qawolf.com%2Fcase-studies%2Fsalesloft%3Futm_source=3D= tldrai%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_All_Demo_Conversions_= _NewsletterAudience_-_Newsletter_KissBugsGoodbye_20250626-None_Experiment-F= ALSE%26utm_term=3Dbody-Saves750KPerYear%26utm_content=3DKissBugsGoodbye_Sch= eduleADemoToLearnMore_None_Headline%253AKissBugsGoodbyeWithFullyAutomatedEn= dToEndTestCoverage____Newsletter-SecondaryPlacement_20250626_v1_/1/01000198= 2c94e2f4-e934743c-d306-4415-809e-ac09064900b2-000000/GIIls4YtLbppX1ksQeo1om= DK8HMRm0LlBcVDOvHzSl8=3D414" rel=3D"noopener noreferrer nofollow" target=3D= "_blank"><span>saves $750k/year</span></a>&nbsp;in QA engineering + execute=
s 300+ tests in parallel on every PR in minutes.</p>

<p>=E2=AD=90&nbsp;Rated 4.8/5 on G2. Trusted by Cohere, AutoTrader, Mailchi= mp, and many others.</p>

<p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawol= f.com%3Futm_source=3Dtldrai%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_= All_Demo_Conversions__NewsletterAudience_-_Newsletter_KissBugsGoodbye_20250= 626-None_Experiment-FALSE%26utm_term=3Dcta-ScheduleADemoToLearnMore%26utm_c= ontent=3DKissBugsGoodbye_ScheduleADemoToLearnMore_None_Headline%253AKissBug= sGoodbyeWithFullyAutomatedEndToEndTestCoverage____Newsletter-SecondaryPlace= ment_20250626_v1_/1/010001982c94e2f4-e934743c-d306-4415-809e-ac09064900b2-0= 00000/blmLnEaaivZCnl_skX5z0gMCbdbGa9v_EWVcM1PQeKo=3D414" rel=3D"noopener no= referrer nofollow" target=3D"_blank"><span>Schedule a demo to learn more</s= pan></a>



</span></span></div>
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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=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fantirez.com%2Fnews%2F154%3Futm_source=3Dtldrnewsletter/= 1/010001982c94e2f4-e934743c-d306-4415-809e-ac09064900b2-000000/GVXLIKs-A8WI= EPzBcvFdJCYABDzq3Oj2J9xf2aYazys=3D414">
<span>
<strong>Coding with LLMs in the sum= mer of 2025 (an update) (6 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Software developers can maximize their = impact by using large language models (LLMs) in an explicit way while stayi=
ng in the loop. This allows them to do things that are otherwise at the bor= ders of their knowledge/expertise while learning in the process. It is wise=
to test out the capabilities of agents from time to time, as the technolog=
y will improve and eventually many coding tasks will be better served by AI=
alone. Those who avoid using LLMs due to ideological or psychological refu= sal will be at a disadvantage as they fail to develop the set of skills nee= ded to work with the technology.
</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.notcheckmark.com%2F2025%2F07%2Frethinking-cli-inter= faces-for-ai%2F%3Futm_source=3Dtldrnewsletter/1/010001982c94e2f4-e934743c-d= 306-4415-809e-ac09064900b2-000000/gHu6BNg474CUiSrdLmXxaeGqMxRFjdt4Uw_jNS-01= ow=3D414">
<span>
<strong>Rethinking CLI interfaces f=
or AI (6 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Every command-line interface (CLI) can =
be improved to provide extra context to large language models (LLMs). Doing=
this reduces tool calls and optimizes context windows. Agents may benefit = from training on tools available within their agents. Developers may benefi=
t from a whole set of AI-enhanced CLI tools or a custom LLM shell.
</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= =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%2Flinks.tldrnewsletter.com%2FJCEJi7/1/010001982c94e2f4-e9= 34743c-d306-4415-809e-ac09064900b2-000000/pAR7pnn3bXA-RoOAYbia2tiOhmBnd61al= JoFMBRaFCc=3D414">
<span>
<strong>How YouTube Won the Battle = for TV Viewers (13 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
YouTube became the most-watched video p= rovider on televisions in the US earlier this year. People now watch YouTub=
e on TV sets more than on their phones or any other device. In response, cr= eators are making longer, higher-quality videos that appeal to families and=
groups of friends watching in their living rooms. This article looks at th=
e history of the platform and the secrets to its success.
</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%2F8bkgmO/1/010001982c94e2f4-e9= 34743c-d306-4415-809e-ac09064900b2-000000/Cz7mMZ5ejUroMgLb6FjJl6eC2m9ugaSaO= DV8pVzvsIc=3D414">
<span>
<strong>Why Banks Are on High Alert=
About Stablecoins (5 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The House recently voted to pass a bill=
that spells out some ground rules for stablecoins. Stablecoins have the po= tential to lure away customer deposits from banks. The Genius Act creates a=
regulatory framework where stablecoins are supposed to maintain a 1:1 rati=
o with the US dollar or other fiat currencies so that they can easily be us=
ed for payments. This could make stablecoins more attractive to use, especi= ally for cross-border payments, which can take days to settle and are subje=
ct to interchange and other fees.
</span>
</span>
</div>
</td></tr></tbody></table>

</td></tr></tbody></table>


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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>
</td></tr></tbody></table>

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

<h1><strong>Quick Links</strong></h1>
</div>
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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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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.cnbc.com%2F2025%2F07%2F20%2Fin-job-losses-ais-role-= may-be-bigger-than-companies-say.html%3Futm_source=3Dtldrnewsletter/1/01000= 1982c94e2f4-e934743c-d306-4415-809e-ac09064900b2-000000/0-xDPlDTHNiWam_ebab= cb3GjJHP4e2F-YgUTHAIHS_8=3D414">
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<strong>In recent layoffs, AI's rol=
e may be bigger than companies are letting on (9 minute read)</strong>
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<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Firms are limiting their explanations t=
o terms like reorganization, restructuring, and optimization, but that term= inology could be AI in disguise.
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</span>
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</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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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fdistantprovince.by%2Fposts%2Fits-rude-to-show-ai-output= -to-people%2F%3Futm_source=3Dtldrnewsletter/1/010001982c94e2f4-e934743c-d30= 6-4415-809e-ac09064900b2-000000/5chmoNdNJ_dCo0A9R8Ci7J0U1h05i6qaIGucymYgVvU= =3D414">
<span>
<strong>It's rude to show AI output=
to people (5 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
AI output should only be relayed if it'=
s either adopted as your own or there is explicit consent from the receivin=
g party.
</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%2Farstechnica.com%2Fgadgets%2F2025%2F07%2Fnetflixs-first-= show-with-generative-ai-is-a-sign-of-whats-to-come-in-tv-film%2F%3Futm_sour= ce=3Dtldrnewsletter/1/010001982c94e2f4-e934743c-d306-4415-809e-ac09064900b2= -000000/gZBX2dFIZdse9zqDBcUTA8iLUmDjFLEEspMCkUTNA_8=3D414">
<span>
<strong>Netflix's first show with g= enerative AI is a sign of what's to come in TV, film (5 minute read)</stron=

</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The Eternaut, which premiered in April,=
used generative AI footage during a scene that showed a building collapsin=
g.
</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%2FD0P1l4/1/010001982c94e2f4-e9= 34743c-d306-4415-809e-ac09064900b2-000000/qv0AqVXcr4lr_4Z4B0LlGYbcilg4Hdo9M= bL3btDl-sk=3D414">
<span>
<strong>Amazon's AWS cloud computin=
g unit cuts at least hundreds of jobs (2 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Amazon CEO Andy Jassy is reducing what =
he describes as an excess of bureaucracy at the company.
</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%2Futkarshkanwat.com%2Fwriting%2Fbetting-against-agents%2F= %3Futm_source=3Dtldrnewsletter/1/010001982c94e2f4-e934743c-d306-4415-809e-a= c09064900b2-000000/KDG42ycuYoYvG4fkwsHgwb_WQmeKJbJfxd8velx_5-M=3D414">
<span>
<strong>Why I'm Betting Against AI = Agents in 2025 (Despite Building Them) (10 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Error rates compound exponentially in m= ulti-step workflows, context windows create quadratic token costs, and desi= gning tools and feedback systems that agents can actually use effectively i=
s a huge challenge.
</span>
</span>
</div>
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