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Nvidia has created a lab where robot makers and customers can run
safety =
tests before going to regulators to receive the necessary
certifications= =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
Sign Up [1] |Advertise [2]|View Online [3]=20
=09=09TLDR=
=20
=09=09TOGETHER WITH [ClickUp] [4]
TLDR 2026-06-23
THE 100=
X ORG WENT VIRAL. HERE'S THE AI BEHIND IT. (SPONSOR) [4]=20
You saw THE=
100X ORG [4]. 4,200 agents. 1,100 humans. 4:1
agent-to-human ratio, outp=
ut up, costs down.
NOT because of more tokens... because of ONE COMPAN=
Y BRAIN [4].
LLMs are just _AVERAGE_ without context.
You NEED AI=
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C=
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RGANIZING MEMORY is passed on the fly.
=09* SELF-IMPROVING: Company A=
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BRAIN=C2=B2 JUST BEAT CLAUDE AND CHATGPT nearly 100% o=
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RAIN=C2=B2 HAS 1,000 SPOTS OPEN TODAY ONLY FOR TLDR =E2=86=92 SEE WHAT 100X=
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=F0=9F=93=B1=20
BIG TECH & STARTUPS
NVIDIA =
SEEKS TO MAKE HUMANOID AI ROBOTS SAFER AROUND HUMANS (3 MINUTE
READ) [5] =
Nvidia has created a lab where robot makers and customers can run
=
safety tests before going to regulators to receive the necessary
certific=
ations. Engineers at the lab can help with pre-inspection work
and engine=
ering tweaks as needed. Robot safety design is much more
complicated than=
safety design for autonomous vehicles, which
generally just involves avo=
iding contact with people and other
objects. Robots need to be able to kn=
ow what things they can or can't
touch, move, or exert force on.=20
I=
NSTAGRAM LOOKS TO TAKE ON STREAMING SERVICES WITH LONGER-FORM,
EPISODIC, =
AND LIVE FORMATS FOR ITS TV APP (2 MINUTE READ) [6]=20
Instagram is exp=
erimenting with longer-form content, episodic series,
and Live TV. It is =
testing a Series feature for Reels designed to make
it easier to keep up =
with serialized content. Instagram's TV app is
being rolled out to Samsun=
g TVs. The app has received several new
features, including channels, the=
ability to cast from a mobile
device, and support for horizontal videos =
and stories.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
=
SPACEX IS LAUNCHING A SECRET SPACECRAFT THAT COULD CHANGE HOW THINGS
ARE=
MADE IN SPACE (3 MINUTE READ) [7]=20
SpaceX's Starfall is a reentry ca=
psule that is capable of returning
up to 2,200 pounds of payload from orb=
it. Its disk-shaped geometry
maximizes structural efficiency and payload =
volume relative to mass.
Starfall is designed to be mass-produced and lau=
nched on either Falcon
9 or Starship. SpaceX plans to launch the first fl=
ight of Starfall
today from Space Launch Complex 40.=20
HOW TO WIN A =
SPACE WAR (73 MINUTE READ) [8]=20
Wars are now being fought in space. R=
ussia is jamming GPS satellite
receivers across most of Eastern Europe, I=
ran has launched hundreds of
ballistic missiles through outer space, and =
China has openly
contemplated destroying Starlink satellites. This post t=
akes a
practical look at the ways, means, and ends that are necessary to =
win
a space war.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA SCIE=
NCE
REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [9]=20
A=
ds get ignored on social media but not in TLDR! Reach developers,
PMs, ma=
rketers, founders and other tech leaders where they actually
pay attentio=
n. Learn more about sponsorship opportunities. [9]=20
THE OPTIMAL AMOUN=
T OF SLOP IS NON-ZERO (19 MINUTE READ) [10]=20
Software requires differ=
ent levels of verification depending on its
use case. Casual software has=
limited distribution and loose quality
constraints. Business software ne=
eds to work, or organizations suffer
losses. Acute software is mission-cr=
itical and merits the highest
levels of scrutiny. The amount of permissib=
le AI-slop decreases as the
risks of the software failing increase.=20
=
YOU SHOULD USE AI FOR REVIEWING CODE ESPECIALLY WHEN THE DIFF IS HUGE=
(2 MINUTE READ) [11]=20
It's a mistake to use AI to nitpick a few li=
nes of code here and
there. LLMs now catch high-severity vulnerabilities,=
so individual
line reviews aren't needed. A human code reviewer's role i=
s now to
transfer knowledge to the AI that it doesn't know. This workflow=
is
best in places where each line of code isn't sacred.=20
=
=F0=9F=8E=81=20
MISCELLANEOUS
TLDR IS HIRING A SENIOR PMM ($180K-$=
225K BASE + $40-50K ANNUAL TARGET
BONUS, FULLY REMOTE) [12]=20
We're =
hiring a senior PMM to own product marketing at TLDR. You'll
define our p=
ositioning, build out sales enablement, and lead every
launch. Learn more=
[13].=20
GOOGLE INVESTING IN =E2=80=98BACKROOMS' STUDIO A24 (5 MINUTE =
READ) [14]=20
Google is investing in A24, the independent movie studio =
that
released the hit, 'Backrooms'. The investment is part of a new AI
=
research partnership between the two companies aimed at creating new
tool=
s for movie production and distribution. The multiyear,
nonexclusive deal=
will likely involve the studio's roster of artists,
but it won't give Go=
ogle access to A24's data. A24 is already
developing an application for A=
I-generated storyboards.=20
META IS 'PAUSING' EMPLOYEE TRACKING PROGRAM=
AFTER IT LET THE WHOLE
COMPANY SEE SENSITIVE DATA (1 MINUTE READ) [15] =
Meta has suspended its Model Capability Initiative, the AI training=
program that tracks its employees' key strokes and mouse movements.
Th=
e program caused private conversations, performance data, and
transcripti=
ons to be made available to the entire Meta staff. Meta
says there's no i=
ndication that the data was improperly accessed.=20
=E2=9A=A1=20
QUIC=
K LINKS
NEARLY HALF OF LG SMART TV APPS ARE LACED WITH PROXIES (12 MI=
NUTE
READ) [16]=20
Residential proxies are being embedded within scre=
ensavers, games,
clocks, and novelty apps.=20
CLOUDFLARE TEAMS UP WIT=
H CHROME, FIREFOX, AND EDGE ON A PRIVACY-FIRST
ANTI-BOT PROTOCOL (4 MINUT=
E READ) [17]=20
PACT is an internet protocol that verifies whether web =
traffic is
legitimate without tracking users.=20
META'S WHATSAPP HEAD=
TO STEP DOWN, WILL BE REPLACED BY INDIAN FINTECH
FOUNDER KUNAL SHAH (2 M=
INUTE READ) [18]=20
Kunal Shah founded Cred, a credit card payments pla=
tform that rewards
users who pay their bills on time.=20
MIGRATE WITH=
OUT THE MANUAL REWORK WITH AZURE COPILOT MIGRATION AGENT
(SPONSOR) [19] =
MICROSOFT AZURE'S COPILOT MIGRATION AGENT TURNS COMPLEX MIGRATION
=
DATA INTO CLEAR ANSWERS. THROUGH NATURAL LANGUAGE PROMPTS YOU CAN
EVALUAT=
E READINESS, RISK, AND ROI TO MAKE CONFIDENT DECISIONS. READ
THE PLAYBOOK=
[20].=C2=A0=20
TRUMP SEEKS TO BOOST QUANTUM COMPUTING WITH NEW EXECUTI=
VE ORDERS (3
MINUTE READ) [21]=20
President Donald Trump has signed a=
pair of executive orders aimed at
speeding up the development of advance=
d quantum computers and
mitigating the security threats they present.=20
=
AN AGENT CAPABILITY LIBRARY (2 MINUTE READ) [22]=20
An AI capabilit=
y index lists the things agents can do, each with a
short description of =
when to use it and a pointer to a doc that
explains how.=20
WHY AMERI=
CAN DATA CENTERS CAN'T PLUG IN (23 MINUTE READ) [23]=20
The US has the =
energy to power the AI infrastructure buildout, but
grid operators are si=
gnificantly backlogged.=20
Love TLDR? Tell your friends and get rewards!=
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Nvidia has=
created a lab where robot makers and customers can run safety tests before=
going to regulators to receive the necessary certifications =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C </div>
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https://images.tldr.tech/clickup.png" valign=3D"middle" st= yle=3D"vertical-align: middle !important; height: 100%;" alt=3D"ClickUp"></= a></td></tr></tbody></table>
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<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2026-06-23</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;">
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<span>
<a href=3D"
http://tracking.tldrnewsletter.c= om/CL0/http:%2F%2Fclickup.com%2Fbrain%2Factivate%3Futm_source=3Dtldr%26utm_= medium=3Dnewsletter%26utm_campaign=3Dtldr_newsletter_ar_nnc_pro_trial_all-d= evices_cpc_lp_brain2-launch-2026_all-departments_x_tldr-flagship-primary/2/= 0100019ef402fd62-b18adcb7-c5eb-4e07-bbfe-f197dc6d3b21-000000/gcbfg9YfLQEjaO= GJl4VNx9P1-V-9aSuusHq9q64a5O4=3D452">
<span>
<strong>The 100x org went viral. He= re's the AI behind it. (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
You saw<strong> </strong><a href=3D"htt= p://tracking.tldrnewsletter.com/CL0/http:%2F%2Fclickup.com%2Fbrain%2Factiva= te%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dtldr_news= letter_ar_nnc_pro_trial_all-devices_cpc_lp_brain2-launch-2026_all-departmen= ts_x_tldr-flagship-primary/3/0100019ef402fd62-b18adcb7-c5eb-4e07-bbfe-f197d= c6d3b21-000000/u1ygZRoCjkLzoUHfh7OHPnsI6OU55Bc7Y2RGHMQ7Sww=3D452" rel=3D"no= opener noreferrer nofollow" target=3D"_blank"><span><strong>the 100x org</s= trong></span></a><strong>.</strong> 4,200 agents. 1,100 humans. 4:1 agent-t= o-human ratio, output up, costs down.
<p></p>
<p>NOT because of more tokens... because of <a href=3D"
http://tracking.tldr= newsletter.com/CL0/http:%2F%2Fclickup.com%2Fbrain%2Factivate%3Futm_source= =3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dtldr_newsletter_ar_nnc_p= ro_trial_all-devices_cpc_lp_brain2-launch-2026_all-departments_x_tldr-flags= hip-primary/4/0100019ef402fd62-b18adcb7-c5eb-4e07-bbfe-f197dc6d3b21-000000/= Wz2_GAX8op7bPLar3uv4KqeElZlm3Hof4Y-NT7h0S5U=3D452" rel=3D"noopener noreferr=
er nofollow" target=3D"_blank"><span><strong>ONE company BRAIN</strong></sp= an></a><strong>.</strong></p>
<p>LLMs are just <em>AVERAGE</em> without context.</p>
<p>You NEED AI that <strong>automatically injects the PERFECT context </str= ong>every single time.</p>
<p><strong>ClickUp's Context Engine</strong> processes everything with an L=
LM to ensure <strong>self-organizing memory</strong> is passed on the fly.<=
<li><strong>Self-Improving</strong>: Company AI</li> <li><strong>Self-Updating</strong>: Memory and Wikis</li> <li><strong>Multiplayer</strong>: Cowork with humans <em>and</em> AI</li>
</ul>
<p><strong>Brain=C2=B2 just beat Claude and ChatGPT</strong> nearly 100% of=
the time.</p>
<p>ClickUp <strong>GUARANTEES that Brain=C2=B2 is the BEST AI.</strong></p>
<p><strong>Brain=C2=B2 has 1,000 spots open today only for TLDR</strong> = =E2=86=92 <a href=3D"
http://tracking.tldrnewsletter.com/CL0/http:%2F%2Fclic= kup.com%2Fbrain%2Factivate%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26= utm_campaign=3Dtldr_newsletter_ar_nnc_pro_trial_all-devices_cpc_lp_brain2-l= aunch-2026_all-departments_x_tldr-flagship-primary/5/0100019ef402fd62-b18ad= cb7-c5eb-4e07-bbfe-f197dc6d3b21-000000/TYSnMzLY781SroFQBy8jZ0GaZ4aCLMguWXto= EsN8OuM=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span= ><strong>See what 100X feels like</strong></span></a>
</span></span></div>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =93=B1</span></div></div>
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<h1><strong>Big Tech & 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%2Flinks.tldrnewsletter.com%2FNwTThb/1/0100019ef402fd62-b1= 8adcb7-c5eb-4e07-bbfe-f197dc6d3b21-000000/XuRqizTNcPMm6AUnM3KY0wy_kgXHDoitu= Nj0B0p2Eyg=3D452">
<span>
<strong>Nvidia Seeks to Make Humano=
id AI Robots Safer Around Humans (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Nvidia has created a lab where robot ma= kers and customers can run safety tests before going to regulators to recei=
ve the necessary certifications. Engineers at the lab can help with pre-ins= pection work and engineering tweaks as needed. Robot safety design is much = more complicated than safety design for autonomous vehicles, which generall=
y just involves avoiding contact with people and other objects. Robots need=
to be able to know what things they can or can't touch, move, or exert for=
ce on.
</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%2Ftechcrunch.com%2F2026%2F06%2F22%2Finstagram-looks-to-ta= ke-on-streaming-services-with-longer-form-episodic-and-live-formats-for-its= -tv-app%2F%3Futm_source=3Dtldrnewsletter/1/0100019ef402fd62-b18adcb7-c5eb-4= e07-bbfe-f197dc6d3b21-000000/gL865TV5VsMlMeFYFh6t62UlDeZcutxQTKxk581InJc=3D= 452">
<span>
<strong>Instagram looks to take on = streaming services with longer-form, episodic, and live formats for its TV = app (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Instagram is experimenting with longer-= form content, episodic series, and Live TV. It is testing a Series feature = for Reels designed to make it easier to keep up with serialized content. In= stagram's TV app is being rolled out to Samsung TVs. The app has received s= everal new features, including channels, the ability to cast from a mobile = device, and support for horizontal videos and stories.
</span>
</span>
</div>
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<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 & 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%2Fwww.teslarati.com%2Fspacex-starfall-spacecraft-demo-lau= nch%2F%3Futm_source=3Dtldrnewsletter/1/0100019ef402fd62-b18adcb7-c5eb-4e07-= bbfe-f197dc6d3b21-000000/Vr2uw5HPy6XRtB1-NARUmX3IWmL--tDLxejwiV4YKQE=3D452"=
<span>
<strong>SpaceX is launching a secre=
t spacecraft that could change how things are made in space (3 minute read)= </strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
SpaceX's Starfall is a reentry capsule = that is capable of returning up to 2,200 pounds of payload from orbit. Its = disk-shaped geometry maximizes structural efficiency and payload volume rel= ative to mass. Starfall is designed to be mass-produced and launched on eit= her Falcon 9 or Starship. SpaceX plans to launch the first flight of Starfa=
ll today from Space Launch Complex 40.
</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.a16z.news%2Fp%2Fhow-to-win-a-space-war%3Futm_source= =3Dtldrnewsletter/1/0100019ef402fd62-b18adcb7-c5eb-4e07-bbfe-f197dc6d3b21-0= 00000/rpHOtJDKupKaV9KicscDC2fvYfvlfVHIqDRRacu7jfY=3D452">
<span>
<strong>How to Win a Space War (73 = minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Wars are now being fought in space. Rus= sia is jamming GPS satellite receivers across most of Eastern Europe, Iran = has launched hundreds of ballistic missiles through outer space, and China = has openly contemplated destroying Starlink satellites. This post takes a p= ractical look at the ways, means, and ends that are necessary to win a spac=
e war.
</span>
</span>
</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><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>
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<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Programming, Design & 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%2F%3Futm_source=3Dtldr%26utm_medium= =3Dnewsletter%26utm_campaign=3Dsecondary06232026/1/0100019ef402fd62-b18adcb= 7-c5eb-4e07-bbfe-f197dc6d3b21-000000/N0fvAXwPHjVtUvbQ_EnhF5igv-HBMXzZNGRzTZ= augGY=3D452">
<span>
<strong>Reach 7 million engaged tec=
h professionals (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Ads get ignored on social media but not=
in TLDR! Reach developers, PMs, marketers, founders and other tech leaders=
where they actually pay attention. <a href=3D"
https://tracking.tldrnewslet= ter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=3Dtldr%26utm_me= dium=3Dnewsletter%26utm_campaign=3Dsecondary06232026/2/0100019ef402fd62-b18= adcb7-c5eb-4e07-bbfe-f197dc6d3b21-000000/qrMsy9a5YULk2ffmcMzXGKAIlPF12v_9xK= ORA_MPInk=3D452" rel=3D"noopener noreferrer" target=3D"_blank"><span>Learn = more about sponsorship opportunities.</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.slater.dev%2F2026%2F06%2Fthe-optimal-amount-of-slop= -is-non-zero%2F%3Futm_source=3Dtldrnewsletter/1/0100019ef402fd62-b18adcb7-c= 5eb-4e07-bbfe-f197dc6d3b21-000000/64F_9E2UTh8i3bPSam57RURMNtqS628EFL-Jab6zu= 3A=3D452">
<span>
<strong>The Optimal Amount of Slop =
is Non-zero (19 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Software requires different levels of v= erification depending on its use case. Casual software has limited distribu= tion and loose quality constraints. Business software needs to work, or org= anizations suffer losses. Acute software is mission-critical and merits the=
highest levels of scrutiny. The amount of permissible AI-slop decreases as=
the risks of the software failing increase.
</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%2Fsimianwords.bearblog.dev%2Fyou-should-use-ai-for-review= ing-code-especially-when-the-diff-is-huge%2F%3Futm_source=3Dtldrnewsletter/= 1/0100019ef402fd62-b18adcb7-c5eb-4e07-bbfe-f197dc6d3b21-000000/GDMagIiMZE7D= 9htkud7qWVhdZB62_igf01MsJC_BZ_8=3D452">
<span>
<strong>You should use AI for revie= wing code especially when the diff is huge (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
It's a mistake to use AI to nitpick a f=
ew lines of code here and there. LLMs now catch high-severity vulnerabiliti= es, so individual line reviews aren't needed. A human code reviewer's role =
is now to transfer knowledge to the AI that it doesn't know. This workflow =
is best in places where each line of code isn't sacred.
</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>
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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%2Fjobs.ashbyhq.com%2Ftldr.tech%2F4028e55e-b0f0-433c-8f61-= 8886d7e07c29%3Futm_source=3Dtldrnewsletter/1/0100019ef402fd62-b18adcb7-c5eb= -4e07-bbfe-f197dc6d3b21-000000/VFMGDz9jEqU_IrUKBitCpJjvyQOEKcc6Zp01SBNmmtM= =3D452">
<span>
<strong>TLDR is hiring a Senior PMM=
($180k-$225k base + $40-50k annual target bonus, Fully Remote)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
We're hiring a senior PMM to own produc=
t marketing at TLDR. You'll define our positioning, build out sales enablem= ent, and lead every launch. <a href=3D"
https://tracking.tldrnewsletter.com/= CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F4028e55e-b0f0-433c-8f61-8886= d7e07c29/1/0100019ef402fd62-b18adcb7-c5eb-4e07-bbfe-f197dc6d3b21-000000/DX6= rTHhvBGIRyOdBxZRNDz-41SbG-KItWJ3BWfLR0fE=3D452" rel=3D"noopener noreferrer"=
target=3D"_blank"><span>Learn more</span></a>.
</span>
</span>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FyWaFTd/1/0100019ef402fd62-b1= 8adcb7-c5eb-4e07-bbfe-f197dc6d3b21-000000/XfohtcOprZZCb-L2W1STcYXuJZm7DsNse= E7x56aOHeA=3D452">
<span>
<strong>Google Investing in =E2=80= =98Backrooms' Studio A24 (5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Google is investing in A24, the indepen= dent movie studio that released the hit, 'Backrooms'. The investment is par=
t of a new AI research partnership between the two companies aimed at creat= ing new tools for movie production and distribution. The multiyear, nonexcl= usive deal will likely involve the studio's roster of artists, but it won't=
give Google access to A24's data. A24 is already developing an application=
for AI-generated storyboards.
</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.engadget.com%2F2199458%2Fmeta-is-pausing-employee-t= racking-program-after-it-let-the-whole-company-see-sensitive-data%2F%3Futm_= source=3Dtldrnewsletter/1/0100019ef402fd62-b18adcb7-c5eb-4e07-bbfe-f197dc6d= 3b21-000000/sasEiKkUivjkgkaTpB_LQzg6l-88Hme-DgRh6n9YzBo=3D452">
<span>
<strong>Meta Is 'Pausing' Employee = Tracking Program After It Let The Whole Company See Sensitive Data (1 minut=
e read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Meta has suspended its Model Capability=
Initiative, the AI training program that tracks its employees' key strokes=
and mouse movements. The program caused private conversations, performance=
data, and transcriptions to be made available to the entire Meta staff. Me=
ta says there's no indication that the data was improperly accessed.
</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>
</td></tr></tbody></table>
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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%2Fspur.us%2Fblog%2Fsmart-tv-apps-residential-proxy-sdks%3= Futm_source=3Dtldrnewsletter/1/0100019ef402fd62-b18adcb7-c5eb-4e07-bbfe-f19= 7dc6d3b21-000000/4fZR0SvPX5tcdPx_kpAjZkK8jj5VcbZwEBO94iv7Pp4=3D452">
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<strong>Nearly Half of LG Smart TV = Apps Are Laced with Proxies (12 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Residential proxies are being embedded = within screensavers, games, clocks, and novelty apps.
</span>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fthenextweb.com%2Fnews%2Fcloudflare-pact-browser-privacy= -bot-traffic-protocol%3Futm_source=3Dtldrnewsletter/1/0100019ef402fd62-b18a= dcb7-c5eb-4e07-bbfe-f197dc6d3b21-000000/RDj4Rv2rxhuP7pkNtKHCXHn_J9pr_18Tfe-= g_oYgPtk=3D452">
<span>
<strong>Cloudflare teams up with Ch= rome, Firefox, and Edge on a privacy-first anti-bot protocol (4 minute read= )</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
PACT is an internet protocol that verif= ies whether web traffic is legitimate without tracking users.
</span>
</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%2Fwww.cnbc.com%2F2026%2F06%2F22%2Fmeta-kunal-shah-whatsap= p-will-cathcart.html%3Futm_source=3Dtldrnewsletter/1/0100019ef402fd62-b18ad= cb7-c5eb-4e07-bbfe-f197dc6d3b21-000000/Md86c8Gnnh1j7cWWVGl-iN1AyciuVdKmffkU= cVWNEk8=3D452">
<span>
<strong>Meta's WhatsApp head to ste=
p down, will be replaced by Indian fintech founder Kunal Shah (2 minute rea= d)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Kunal Shah founded Cred, a credit card = payments platform that rewards users who pay their bills on time.
</span>
</span>
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<a href=3D"
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<span>
<strong>Migrate without the manual = rework with Azure Copilot Migration Agent (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
<strong>Microsoft Azure's Copilot Migra= tion Agent turns complex migration data into clear answers. Through natural=
language prompts you can evaluate readiness, risk, and ROI to make confide=
nt decisions. </strong><a class=3D"Hyperlink SCXW80352807 BCX0" href=3D"htt= ps://tracking.tldrnewsletter.com/CL0/https:%2F%2Ffandf.co%2F4uokHqN/1/01000= 19ef402fd62-b18adcb7-c5eb-4e07-bbfe-f197dc6d3b21-000000/GAEcsPPYVVRwFgfHsqV= bcLY03rEx-9NaiycNNGQqCsU=3D452" rel=3D"noreferrer noopener" target=3D"_blan= k"><span><strong>Read the playbook</strong></span></a><strong>. </stro=
</span>
</span>
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FamPhzj/1/0100019ef402fd62-b1= 8adcb7-c5eb-4e07-bbfe-f197dc6d3b21-000000/e-AL-NHtrJRJMaWb-5ze37nahdvbjFGOr= T7yR2lAA1s=3D452">
<span>
<strong>Trump Seeks to Boost Quantu=
m Computing With New Executive Orders (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
President Donald Trump has signed a pai=
r of executive orders aimed at speeding up the development of advanced quan= tum computers and mitigating the security threats they present.
</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=
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fsamihonkonen.com%2Fposts%2Fan-agent-capability-library%= 2F%3Futm_source=3Dtldrnewsletter/1/0100019ef402fd62-b18adcb7-c5eb-4e07-bbfe= -f197dc6d3b21-000000/Pfq4sLvhkSblEpFcDNt3C_MjO4ZB7statFa-3k7p484=3D452">
<span>
<strong>An agent capability library=
(2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
An AI capability index lists the things=
agents can do, each with a short description of when to use it and a point=
er to a doc that explains how.
</span>
</span>
</div>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fworksinprogress.co%2Fissue%2Fwhy-american-data-centers-= cant-plug-in%2F%3Futm_source=3Dtldrnewsletter/1/0100019ef402fd62-b18adcb7-c= 5eb-4e07-bbfe-f197dc6d3b21-000000/D6J4jvgO2UmCDqSuxNqCFvhhToBRmv0_KSBTbwGmc= P0=3D452">
<span>
<strong>Why American data centers c= an't plug in (23 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The US has the energy to power the AI i= nfrastructure buildout, but grid operators are significantly backlogged.
</span>
</span>
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