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OpenAI is close to leasing a $500 billion data center in southern
Ohio. T=
he company is in talks with Nvidia for a $250 billion financial
backstop= =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=
=20

TLDR 2026-07-28

=F0=9F=93=B1=20

BIG TECH & STARTUPS

AM=
AZON PLANS TO LAUNCH 5,000 NEW SATELLITES TO BEAM DATA TO IPHONES
(6 MINU=
TE READ) [4]=20

Amazon plans to launch 5,105 low-Earth orbiting satelli=
tes to build
on top of Globalstar's existing network of only a few dozen=

satellites, which it acquired in an $11.6 billion deal a few months
ag=
o. The network will power both voice and mobile data. Amazon has yet
to r=
elease pricing for its service. In the US, the satellites will use
Global=
star's radio spectrum in the 1.6/2.4GHz bands, and orbit between
510 km a=
nd 580 km in altitude.=20

OPENAI CLOSE TO LANDING $500 BILLION DATA CEN=
TER WITH NVIDIA'S
BACKING (8 MINUTE READ) [5]=20

OpenAI is close to l=
easing a $500 billion data center in southern
Ohio. The company is in tal=
ks with Nvidia for a $250 billion financial
backstop for the project. The=
US government is still talking to other
potential tenants. The deal will=
not be final until Commerce Secretary
Howard Lutnick agrees to it.=20
=

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

SCIENCE & FUTURISTIC TECHNOLOGY

THE DATA PYRAMI=
D IN ROBOTICS (11 MINUTE READ) [6]=20

Frontier LLMs were trained on tex=
t data from the internet. There's no
equivalent source of physical data f=
or robotics. All attempts to solve
and get to physical AGI involve workin=
g through this data bottleneck.
Progress is being made on many fronts, bu=
t nobody knows how much data
is enough.=20

ASML SLIDES ON REPORT OF C=
HINA STARTING DUV TOOL PRODUCTION (4 MINUTE
READ) [7]=20

A Shanghai-b=
ased company has started mass producing immersion deep
ultraviolet lithog=
raphy tools. The unnamed firm aims to make about
five DUV machines this y=
ear and is targeting about 20 next year.
Production is still at an early =
stage. DUV machines are less advanced
than ASML's sophisticated extreme u=
ltraviolet lithography tools. ASML
has been banned from exporting its too=
ls to China.=20

=F0=9F=92=BB=20

PROGRAMMING, DESIGN & DATA SCIENCE
=

OCTANE (GITHUB REPO) [8]=20

Octane is a React replacement UI librar=
y with improved developer
ergonomics. It is incredibly efficient and is d=
esigned to stay close
to the speed of hand-written DOM code. Developers w=
rite with the React
API they already know, and Octane's compiler removes =
the virtual DOM,
Suspense waterfalls, rules-of-hooks bookkeeping, and han=
d-maintained
dependency arrays before the app ships.=20

SEAL (GITHUB =
REPO) [9]=20

Seal is an open standard for proving any file is real. It =
creates
sealed artifacts that can be verified by anyone. A seal proves
=
integrity, time, and the issuing certificate. Seals are anchored to a
pub=
lic ledger that can be checked by anyone, forever.=20

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

MISCELLANEOUS

TLDR IS HIRING A CURATOR FOR TLDR HARDWARE! (TLDR CU=
RATOR, ~3
HRS/WEEK)=20

500,000 people have already signed up for TLDR=
Hardware, our new
twice-weekly newsletter covering chips, robotics, ener=
gy, and devices.
If you work in hardware and want to help curate it, send=
your LinkedIn
or resume to hardware@tldr.tech!=20

YOUTUBE "HACKQUIRE=
S" PEACOCK (7 MINUTE READ) [10]=20

It appears that Comcast is selling P=
eacock to YouTube without
actually selling Peacock to YouTube. All of Pea=
cock's content will be
included in YouTube Premium subscriptions in the U=
S starting early
next year. The partnership will allow Peacock's content =
to be
monetized through advertising. Netflix may also be exploring a Peac=
ock
add-on option.=20

NVIDIA BETS ON ILYA SUTSKEVER'S NEW AI LAB TO E=
XPAND COMPUTE REACH (3
MINUTE READ) [11]=20

Nvidia has made a substan=
tial investment into Safe Superintelligence,
a company started by former =
OpenAI Chief Scientist Ilya Sutskever. The
investment is part of a long-t=
erm partnership and will involve Safe
Superintelligence receiving access =
to large amounts of Nvidia's
flagship GPUs. Safe Superintelligence had pr=
eviously been relying
primarily on chips made by Google. Nvidia made the =
investment after
getting a rare glimpse into the state of the startup's r=
esearch, which
has so far been kept secret.=20

=E2=9A=A1=20

QUICK L=
INKS

SERVERLESS FINE TUNING: STOP PAYING FOR GPU HOURS WHEN YOUR MODE=
L
ISN'T IMPROVING (SPONSOR) [12]=20

Fine-tune your first model in 15 =
minutes with Crusoe Serverless
Fine-Tuning. Pick from a curated library o=
f top open models. Billing
stops when they stop improving. Get started =
=E2=86=92 [12]=20

X MONEY OFFICIALLY LAUNCHES IN THE US WITH APPLE WALL=
ET SUPPORT AFTER
INVITE-ONLY BETA (1 MINUTE READ) [13]=20

X is rollin=
g out Premium and Premium+ subscribers in the US, enabling
them to instan=
tly send, receive, or request money from others on the
platform without f=
ees or limits.=20

FINDING BUGS IN RAFT IMPLEMENTATIONS (32 MINUTE READ)=
[14]=20

Cheap and abundant compute has made it possible to test softwa=
re in
ways we couldn't before.=20

TWO-WAY DOORS SOMETIMES LOCK BEHIND=
YOU (4 MINUTE READ) [15]=20

Maintaining your options has a cost.=20
=

HOW NVIDIA BUILDS OPEN MODELS FOR THE AGE OF AI (20 MINUTE READ) [16]=



Nvidia is the largest publisher of open AI models in the world. =


OPEN SOURCE MUST BE FUN (OR IT WILL DIE) (8 MINUTE READ) [17]=20

=
The scarcest resource in open source is the motivation of the
maintainer=
s.=20

THE PRODUCTIVITY MIRAGE (2 MINUTE READ) [18]=20

Ultimately, w=
hat matters most is solving the right problems, not your
productivity set=
up.=20

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<div style=3D"display: none; max-height: 0px; overflow: hidden;">OpenAI is = close to leasing a $500 billion data center in southern Ohio. The company i=
s in talks with Nvidia for a $250 billion financial backstop&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><td class=3D"container" style=3D"text-= align: center;"><span data-darkreader-inline-color=3D"" style=3D"--darkread= er-inline-color:#3db3ff; color: rgb(51, 175, 255) !important; font-size: 30= px;">T</span><span style=3D"font-size: 30px;"><span data-darkreader-inline-= color=3D"" style=3D"color: rgb(232, 192, 96) !important; --darkreader-inlin= e-color:#e8c163; font-size:30px;">L</span><span data-darkreader-inline-colo= r=3D"" style=3D"color: rgb(101, 195, 173) !important; --darkreader-inline-c= olor:#6ec7b2; font-size:30px;">D</span></span><span data-darkreader-inline-= color=3D"" style=3D"--darkreader-inline-color:#dd6e6e; color: rgb(220, 107,=
107) !important; font-size: 30px;">R</span>

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



<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody></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">2026-07-28</span></strong></h1>
</div>
</td></tr></tbody></table>

<table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody></t= body></table>
</td></tr></tbody></table>
</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%2Fwww.pcmag.com%2Fnews%2Famazon-plans-to-launch-5000-new-= satellites-to-beam-data-to-iphones%3Futm_source=3Dtldrnewsletter/1/0100019f= a849e722-6a78f8e8-af90-45f8-b33f-e0f7571b8389-000000/A3YSO4VWKTFAYc6odWmrIE= FJdO8ABjxLXEW6ar_r0IA=3D452">
<span>
<strong>Amazon Plans to Launch 5,00=
0 New Satellites to Beam Data to iPhones (6 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Amazon plans to launch 5,105 low-Earth = orbiting satellites to build on top of Globalstar's existing network of onl=
y a few dozen satellites, which it acquired in an $11.6 billion deal a few = months ago. The network will power both voice and mobile data. Amazon has y=
et to release pricing for its service. In the US, the satellites will use G= lobalstar's radio spectrum in the 1.6/2.4GHz bands, and orbit between 510 k=
m and 580 km in altitude.
</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%2F8WOSuE/1/0100019fa849e722-6a= 78f8e8-af90-45f8-b33f-e0f7571b8389-000000/B1888fBNAA_So0OseFRN2rHd6DzHwwjek= Zd3SRpRCVY=3D452">
<span>
<strong>OpenAI Close to Landing $50=
0 Billion Data Center With Nvidia's Backing (8 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
OpenAI is close to leasing a $500 billi=
on data center in southern Ohio. The company is in talks with Nvidia for a = $250 billion financial backstop for the project. The US government is still=
talking to other potential tenants. The deal will not be final until Comme= rce Secretary Howard Lutnick agrees to it.
</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;">=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%2Fwww.tanayj.com%2Fp%2Fthe-robot-data-pyramid%3Futm_sourc= e=3Dtldrnewsletter/1/0100019fa849e722-6a78f8e8-af90-45f8-b33f-e0f7571b8389-= 000000/fKqvv6qY991I9cIgr10drhjauvYahRYWWGl70-b-DTg=3D452">
<span>
<strong>The Data Pyramid in Robotic=
s (11 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Frontier LLMs were trained on text data=
from the internet. There's no equivalent source of physical data for robot= ics. All attempts to solve and get to physical AGI involve working through = this data bottleneck. Progress is being made on many fronts, but nobody kno=
ws how much data is enough.
</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%2FsFidax/1/0100019fa849e722-6a= 78f8e8-af90-45f8-b33f-e0f7571b8389-000000/uL90IZwo0_N_DS6ill5c_JAcmtTvxF2y3= x1oznfqP_g=3D452">
<span>
<strong>ASML Slides on Report of Ch= ina Starting DUV Tool Production (4 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
A Shanghai-based company has started ma=
ss producing immersion deep ultraviolet lithography tools. The unnamed firm=
aims to make about five DUV machines this year and is targeting about 20 n= ext year. Production is still at an early stage. DUV machines are less adva= nced than ASML's sophisticated extreme ultraviolet lithography tools. ASML = has been banned from exporting its tools to China.
</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;">=F0=9F= =92=BB</span></div></div>
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<div class=3D"text-block">
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<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%2Fgithub.com%2Foctanejs%2Foctane%3Futm_source=3Dtldrnewsl= etter/1/0100019fa849e722-6a78f8e8-af90-45f8-b33f-e0f7571b8389-000000/sqIewn= hl2VCYmIUDZd4Iotmy8uRWNUcyN5_oaq4D9qQ=3D452">
<span>
<strong>Octane (GitHub Repo)</stron=

</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Octane is a React replacement UI librar=
y with improved developer ergonomics. It is incredibly efficient and is des= igned to stay close to the speed of hand-written DOM code. Developers write=
with the React API they already know, and Octane's compiler removes the vi= rtual DOM, Suspense waterfalls, rules-of-hooks bookkeeping, and hand-mainta= ined dependency arrays before the app ships.
</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%2Fgithub.com%2Fletsseal%2Fletsseal%3Futm_source=3Dtldrnew= sletter/1/0100019fa849e722-6a78f8e8-af90-45f8-b33f-e0f7571b8389-000000/7Um9= ud8WVj15DjU8KFcOKeM4jVHHyRda0ew7JRnp-uI=3D452">
<span>
<strong>Seal (GitHub Repo)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Seal is an open standard for proving an=
y file is real. It creates sealed artifacts that can be verified by anyone.=
A seal proves integrity, time, and the issuing certificate. Seals are anch= ored to a public ledger that can be checked by anyone, forever.
</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>
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<div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
</div>
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<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">
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<a href=3D"mailto:hardware@tldr.tech?utm_so= urce=3Dtldrnewsletter">
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<strong>TLDR is hiring a curator fo=
r TLDR Hardware! (TLDR Curator, ~3 hrs/week)</strong>
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500,000 people have already signed up f=
or TLDR Hardware, our new twice-weekly newsletter covering chips, robotics,=
energy, and devices. If you work in hardware and want to help curate it, s= end your LinkedIn or resume to <a href=3D"mailto:hardware@tldr.tech" rel=3D= "noopener noreferrer" target=3D"_blank"><span>hardware@tldr.tech</span></a>=
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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%2Fspyglass.org%2Fyoutube-plus-peacock%2F%3Futm_source=3Dt= ldrnewsletter/1/0100019fa849e722-6a78f8e8-af90-45f8-b33f-e0f7571b8389-00000= 0/UeyqJ0dw7cHU2omqE4EJxHmKuH0riPVr9yDWLnGxkuQ=3D452">
<span>
<strong>YouTube "Hackquires" Peacoc=
k (7 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
It appears that Comcast is selling Peac= ock to YouTube without actually selling Peacock to YouTube. All of Peacock'=
s content will be included in YouTube Premium subscriptions in the US start= ing early next year. The partnership will allow Peacock's content to be mon= etized through advertising. Netflix may also be exploring a Peacock add-on = option.
</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%2F4lJwPj/1/0100019fa849e722-6a= 78f8e8-af90-45f8-b33f-e0f7571b8389-000000/_YjnNb6Esh3uPL2-j7vBx0trP2gExTG78= Yzv5mdcK4Q=3D452">
<span>
<strong>Nvidia Bets on Ilya Sutskev= er's New AI Lab to Expand Compute Reach (3 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Nvidia has made a substantial investmen=
t into Safe Superintelligence, a company started by former OpenAI Chief Sci= entist Ilya Sutskever. The investment is part of a long-term partnership an=
d will involve Safe Superintelligence receiving access to large amounts of = Nvidia's flagship GPUs. Safe Superintelligence had previously been relying = primarily on chips made by Google. Nvidia made the investment after getting=
a rare glimpse into the state of the startup's research, which has so far = been kept secret.
</span>
</span>
</div>
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<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 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=

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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.crusoe.ai%2Fcloud%2Fserverless-fine-tuning%3Futm_so= urce=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dsft-launch/1/0100019= fa849e722-6a78f8e8-af90-45f8-b33f-e0f7571b8389-000000/1PwxSaEbUUsqXGZ9UuQBA= hwg4-D8SpnqjjGxvC7baQM=3D452">
<span>
<strong>Serverless Fine Tuning: Sto=
p paying for GPU hours when your model isn't improving (Sponsor)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Fine-tune your first model in 15 minute=
s with Crusoe Serverless Fine-Tuning. Pick from a curated library of top op=
en models. Billing stops when they stop improving. <a href=3D"https://track= ing.tldrnewsletter.com/CL0/https:%2F%2Fwww.crusoe.ai%2Fcloud%2Fserverless-f= ine-tuning%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Ds= ft-launch/2/0100019fa849e722-6a78f8e8-af90-45f8-b33f-e0f7571b8389-000000/td= HRPUXPhWC8kC6sd1HybRSONT7LE2FVOV6RCBf_1gQ=3D452" rel=3D"noopener noreferrer=
nofollow" target=3D"_blank"><span>Get started =E2=86=92</span></a>
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<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2F5i1m7B/1/0100019fa849e722-6a= 78f8e8-af90-45f8-b33f-e0f7571b8389-000000/oisqioLUc2_u6SR9tQKsuE4MErX9pNr_Z= jFfpRHV0wE=3D452">
<span>
<strong>X Money officially launches=
in the US with Apple Wallet support after invite-only beta (1 minute read)= </strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
X is rolling out Premium and Premium+ s= ubscribers in the US, enabling them to instantly send, receive, or request = money from others on the platform without fees or limits.
</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%2Fsf21GW/1/0100019fa849e722-6a= 78f8e8-af90-45f8-b33f-e0f7571b8389-000000/F2hyDXtBGin0GNm25cxI0CsvmfzGiPGOp= jjsqnfJA0Y=3D452">
<span>
<strong>Finding bugs in Raft implem= entations (32 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Cheap and abundant compute has made it = possible to test software in ways we couldn't before.
</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%2FcnHWcr/1/0100019fa849e722-6a= 78f8e8-af90-45f8-b33f-e0f7571b8389-000000/v5w4M1Z24fX8jOysRs5cafdVaw1ZlJXFE= xJkQet40po=3D452">
<span>
<strong>Two-way doors sometimes loc=
k behind you (4 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Maintaining your options has a cost.
</span>
</span>
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