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Mark Zuckerberg recently released a wide-ranging essay that outlined a
ne=
w course of action to spread the wealth and opportunity from
AI=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 =
TLDR 2026-08-11
=F0=9F=93=B1=20
BIG TECH & STARTUPS
MAR=
K ZUCKERBERG LAYS OUT NEW AI VISION IN 6,500-WORD ESSAY (6 MINUTE
READ) [=
4]=20
Mark Zuckerberg recently released a wide-ranging essay that outli=
ned
a new course of action to spread the wealth and opportunity from AI t=
o
users around the world, and to residents of the communities that host=
the data centers powering it. Zuckerberg's plans include releasing
mor=
e open-weight models and establishing a $1 billion fund to invest
in the =
communities where Meta hosts data centers. He believes that
Meta's approa=
ch to developing powerful AI and distributing it as
widely as possible is=
the least likely path to disastrous outcomes for
humanity. The commitmen=
t marks a significant development in the debate
around whether advanced A=
I is too dangerous to create on an
open-source basis.=20
GOOGLE'S CLA=
SSIC SEARCH BUTTON IS GONE IN A NEW AI-FIRST HOMEPAGE (3
MINUTE READ) [5]=
=20
Google is testing a version of its homepage where the search button=
is replaced with an AI Mode button. The new interface allows users to
=
ask about files and use the Brainstorm function without having to log
in.=
Logged-in users are also able to generate images. Ask about files
allows=
users to attach a file before submitting a question, and
Brainstorm help=
s users explore ideas.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNO=
LOGY
DYNA-2 PROVES SCALING LAWS FOR ROBOTICS: 1 MILLION HOURS OF HUMA=
N
VIDEO UNLOCKS ZERO-SHOT DEXTERITY (4 MINUTE READ) [6]=20
Dyna-2 is =
a world-action model (WAM) pre-trained on over one million
hours of human=
video data. Its existence proves that scaling human
video data predictab=
ly improves zero-shot performance on unseen robot
hardware. Dyna-2 achiev=
ed an 87% pass rate in real-world zero-shot
deployments at customer sites=
, vastly outperforming the 46% pass rate
of its VLA predecessor, Dyna-1. =
The model uses a new one-step video
generation distillation pipeline that=
drops inference latency by two
orders of magnitude for downstream planni=
ng.=20
LEARNING MORE ABOUT CLAUDE'S MATHEMATICAL CAPABILITIES (7 MINUTE=
READ) [7]=20
Claude was recently challenged with one of the most fam=
ous unsolved
problems in mathematics: the Riemann hypothesis. While Claud=
e didn't
succeed, it unexpectedly made strides on a related problem. It=
improved on a longstanding lower bound for the fraction of zeros of
th=
e Riemann zeta function that satisfy the Riemann hypothesis. The
result s=
hows that AI models like Claude can extend the impact and
reach of mathem=
aticians' ideas in new and sometimes surprising ways.=20
=F0=9F=92=BB =
PROGRAMMING, DESIGN & DATA SCIENCE
NO, LOCAL MODELS WILL NOT WI=
N (7 MINUTE READ) [8]=20
Local models are never going to be as powerful=
as datacenter models.
All of the current frontier models are far too big=
to run on anything
but a full GPU cluster. Smaller models are getting mo=
re intelligent,
but datacenter models will always be the strongest availa=
ble. When
given a choice, people are going to pick the strongest availabl=
e model
in their price range, the one that frustrates them least, which i=
s
always going to be the bigger, more powerful one.=20
WHAT'S THE BES=
T PROGRAMMING LANGUAGE FOR CODING AGENTS? (57 MINUTE
READ) [9]=20
Any=
one who wants to make a strong claim about which language or
classes of l=
anguages are particularly good with LLMs would need to run
quite a few di=
fferent evaluations. Failures with languages are
generally something idio=
syncratic, where it's not always obvious how
much the issue generalizes a=
cross tasks or setups. There's no way to
look at the score on one or even=
several evaluations and draw a
conclusion about programming in general. =
At this point, it would be a
mistake to draw a strong conclusion about an=
y particular language.=20
=F0=9F=8E=81=20
MISCELLANEOUS
SEE HOW=
A TESLA-SPACEX MERGER GIVES MUSK A SHORTCUT TO HIS $1
TRILLION PAYDAY (6=
MINUTE READ) [10]=20
The conditions for Elon Musk to receive his $1 tr=
illion pay package
at Tesla could easily be achieved if the company were =
acquired. There
is a clause in the agreement that declares half the targe=
ts as good as
accomplished if Tesla is acquired or otherwise taken over. =
This leaves
only market-value targets to determine how many shares Musk g=
ets. Musk
has considerable say over any offer SpaceX makes for Tesla. Eve=
n a
stratospheric bid would keep Musk in firm control of the combined
c=
ompany.=20
NVIDIA LINES UP $500 BILLION IN FINANCING AS CEO JENSEN HUAN=
G TELLS
CNBC HIS CHIPS ARE =E2=80=98INVESTABLE ASSET' (4 MINUTE READ) [11=
]=20
Nvidia has partnered with six large asset managers on a $500 billi=
on
financing push designed to treat compute infrastructure much like
co=
mmercial real estate, toll roads, or other assets to borrow against.
The =
effort will mobilize third-party capital for hyperscalers,
frontier AI la=
bs, and enterprises to build out data centers and
acquire Nvidia hardware=
. It will help Nvidia's customers secure
financing without tapping their =
own balance sheets. Nvidia believes
lenders can reliably underwrite compu=
te as a revenue-generating asset
with an extended life as its hardware is=
broadly adopted and
transferable across customers.=20
=E2=9A=A1=20
=
QUICK LINKS
=F0=9F=86=95 USE GLM-5.2 FOR LONG-HORIZON TASKS ON CRU=
SOE SERVERLESS
FINE-TUNING (SPONSOR) [12]=20
GLM-5.2 is a coding and =
agentic model for long-horizon tasks, with a
1M-token context. Now you ca=
n fine-tune it based on your engineering
data and deploy dedicated instan=
ces all in one place. Start now [12]=20
EVERYTHING I LEARNED SHIPPING D=
EVICE BOUND SESSION CREDENTIALS (14
MINUTE READ) [13]=20
Device Bound=
Session Credentials bind sessions to a private key a
browser generates i=
n hardware and cannot export.=20
FOLLOWING EPIC LOSS, GOOGLE HAS STARTE=
D HOSTING RIVAL APP STORES IN
THE PLAY STORE (3 MINUTE READ) [14]=20
=
Aptoide, a game-focused store that has been available as a sideloaded
cli=
ent since the early days of Android, is the first third-party app
store t=
o arrive in Google Play.=20
INTRODUCING MUSE GLIMMER (4 MINUTE READ) [1=
5]=20
Muse Glimmer is a 30B open weights model optimized for end-to-end=
agentic task completion, reliable tool use, and multi-step reasoning. =
APPLE IS WORKING ON A WAY TO AUTHENTICATE THAT A PHOTO CAME FROM AN=
IPHONE CAMERA (5 MINUTE READ) [16]=20
Apple Reference Image is desig=
ned to authenticate the source of
photos using unique data tied to the iP=
hone camera hardware that
captured them.=20
A RESEARCHER BOUGHT NOREP=
LY.NET. COMPANIES STARTED SENDING HIM
SECRETS (5 MINUTE READ) [17]=20
=
Cory Solovewicz created an accidental honeypot when he purchased
noreply=
[.]us and noreply[.]net in 2020 and 2024, respectively.=20
COMPUTE IS R=
EVENUE. REVENUE IS COLLATERAL (18 MINUTE READ) [18]=20
Nvidia is attemp=
ting to turn a handful of bespoke transactions into a
financial productio=
n line.=20
Love TLDR? Tell your friends and get rewards!
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r referral link below with friends to get free TLDR swag!=20
https://re=
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=09=09 Track your referrals here. [20] =
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Mark Zucke= rberg recently released a wide-ranging essay that outlined a new course of = action to spread the wealth and opportunity from AI =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 &nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C </div>
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<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2026-08-11</span></strong></h1>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody></t= body></table>
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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>
</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 & 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%2F5nnDda/1/0100019ff06309e8-36= 77e355-3aa7-417d-a2a3-c73303100fa6-000000/hcVgm8m5Cbo0AId7Kz06SrPilsCccXS0O= SUsDNKXMBA=3D452">
<span>
<strong>Mark Zuckerberg Lays Out Ne=
w AI Vision in 6,500-Word Essay (6 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Mark Zuckerberg recently released a wid= e-ranging essay that outlined a new course of action to spread the wealth a=
nd opportunity from AI to users around the world, and to residents of the c= ommunities that host the data centers powering it. Zuckerberg's plans inclu=
de releasing more open-weight models and establishing a $1 billion fund to = invest in the communities where Meta hosts data centers. He believes that M= eta's approach to developing powerful AI and distributing it as widely as p= ossible is the least likely path to disastrous outcomes for humanity. The c= ommitment marks a significant development in the debate around whether adva= nced AI is too dangerous to create on an open-source basis.
</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%2Fsearchenginewatch.com%2Fgoogle-tests-ai-focused-homepag= e-for-signed-out-users%2F%3Futm_source=3Dtldrnewsletter/1/0100019ff06309e8-= 3677e355-3aa7-417d-a2a3-c73303100fa6-000000/UUOSQs_UN8733d9ALKPZhhFt1osLFWX= 7MztQTUN_3rY=3D452">
<span>
<strong>Google's classic Search but= ton is gone in a new AI-first homepage (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Google is testing a version of its home= page where the search button is replaced with an AI Mode button. The new in= terface allows users to ask about files and use the Brainstorm function wit= hout having to log in. Logged-in users are also able to generate images. As=
k about files allows users to attach a file before submitting a question, a=
nd Brainstorm helps users explore ideas.
</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.humanoidsdaily.com%2Fnews%2Fdyna-2-proves-scaling-l= aws-for-robotics-1-million-hours-of-human-video-unlocks-zero-shot-dexterity= %3Futm_source=3Dtldrnewsletter/1/0100019ff06309e8-3677e355-3aa7-417d-a2a3-c= 73303100fa6-000000/ZHEf7kt0My6P_HUZYow7pG-8zPE4_9Uzpj3KOo-syh8=3D452">
<span>
<strong>Dyna-2 Proves Scaling Laws = for Robotics: 1 Million Hours of Human Video Unlocks Zero-Shot Dexterity (4=
minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Dyna-2 is a world-action model (WAM) pr= e-trained on over one million hours of human video data. Its existence prov=
es that scaling human video data predictably improves zero-shot performance=
on unseen robot hardware. Dyna-2 achieved an 87% pass rate in real-world z= ero-shot deployments at customer sites, vastly outperforming the 46% pass r= ate of its VLA predecessor, Dyna-1. The model uses a new one-step video gen= eration distillation pipeline that drops inference latency by two orders of=
magnitude for downstream planning.
</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%2Fwww.anthropic.com%2Fresearch%2Friemann-zeta%3Futm_sourc= e=3Dtldrnewsletter/1/0100019ff06309e8-3677e355-3aa7-417d-a2a3-c73303100fa6-= 000000/r3Ubtuor-7GzT_LWHhOOJ9CTyYFuA1RV1RbTLnRiPJY=3D452">
<span>
<strong>Learning more about Claude'=
s mathematical capabilities (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Claude was recently challenged with one=
of the most famous unsolved problems in mathematics: the Riemann hypothesi=
s. While Claude didn't succeed, it unexpectedly made strides on a related p= roblem. It improved on a longstanding lower bound for the fraction of zeros=
of the Riemann zeta function that satisfy the Riemann hypothesis. The resu=
lt shows that AI models like Claude can extend the impact and reach of math= ematicians' ideas in new and sometimes surprising ways.
</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= =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 & 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%2Fwww.seangoedecke.com%2Flocal-models-will-not-win%2F%3Fu= tm_source=3Dtldrnewsletter/1/0100019ff06309e8-3677e355-3aa7-417d-a2a3-c7330= 3100fa6-000000/WtE8rg5v0hrb2i0NbJ8HPXqq0tYhD176flwrUnsz4HU=3D452">
<span>
<strong>No, local models will not w=
in (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Local models are never going to be as p= owerful as datacenter models. All of the current frontier models are far to=
o big to run on anything but a full GPU cluster. Smaller models are getting=
more intelligent, but datacenter models will always be the strongest avail= able. When given a choice, people are going to pick the strongest available=
model in their price range, the one that frustrates them least, which is a= lways going to be the bigger, more powerful one.
</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%2Fdanluu.com%2Fpl-tokens%2F%3Futm_source=3Dtldrnewsletter= /1/0100019ff06309e8-3677e355-3aa7-417d-a2a3-c73303100fa6-000000/_EPZTEXn1tz= wCBKL9eJs97FPQUteilLwYnLby7u0fGc=3D452">
<span>
<strong>What's the best programming=
language for coding agents? (57 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Anyone who wants to make a strong claim=
about which language or classes of languages are particularly good with LL=
Ms would need to run quite a few different evaluations. Failures with langu= ages are generally something idiosyncratic, where it's not always obvious h=
ow much the issue generalizes across tasks or setups. There's no way to loo=
k at the score on one or even several evaluations and draw a conclusion abo=
ut programming in general. At this point, it would be a mistake to draw a s= trong conclusion about any particular language.
</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>
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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;"><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%2FSvvLSu/1/0100019ff06309e8-36= 77e355-3aa7-417d-a2a3-c73303100fa6-000000/Hgwy1VMqNAEoVPWAqafrTjnXUDpWQFkp1= KmvEo4h7Rk=3D452">
<span>
<strong>See How a Tesla-SpaceX Merg=
er Gives Musk a Shortcut to His $1 Trillion Payday (6 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The conditions for Elon Musk to receive=
his $1 trillion pay package at Tesla could easily be achieved if the compa=
ny were acquired. There is a clause in the agreement that declares half the=
targets as good as accomplished if Tesla is acquired or otherwise taken ov= er. This leaves only market-value targets to determine how many shares Musk=
gets. Musk has considerable say over any offer SpaceX makes for Tesla. Eve=
n a stratospheric bid would keep Musk in firm control of the combined compa= ny.
</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.cnbc.com%2F2026%2F08%2F10%2Fnvidia-wall-street-asse= t-managers-500-billion-ai-push.html%3Futm_source=3Dtldrnewsletter/1/0100019= ff06309e8-3677e355-3aa7-417d-a2a3-c73303100fa6-000000/irzjvvkE-t1u83h8fFx9V= D0ksDG5hDRrK-adynms6Mk=3D452">
<span>
<strong>Nvidia lines up $500 billio=
n in financing as CEO Jensen Huang tells CNBC his chips are =E2=80=98invest= able asset' (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Nvidia has partnered with six large ass=
et managers on a $500 billion financing push designed to treat compute infr= astructure much like commercial real estate, toll roads, or other assets to=
borrow against. The effort will mobilize third-party capital for hyperscal= ers, frontier AI labs, and enterprises to build out data centers and acquir=
e Nvidia hardware. It will help Nvidia's customers secure financing without=
tapping their own balance sheets. Nvidia believes lenders can reliably und= erwrite compute as a revenue-generating asset with an extended life as its = hardware is broadly adopted and transferable across customers.
</span>
</span>
</div>
</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>
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<h1><strong>Quick Links</strong></h1>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fconsole.crusoecloud.com%2Frequest-foundry%3Futm_campaig= n=3Dgl52-model%26utm_medium=3Dnewsletter%26utm_source=3Dtldr/1/0100019ff063= 09e8-3677e355-3aa7-417d-a2a3-c73303100fa6-000000/ZgMBJSXzTA9PgI8LN6jHC2kD1J= uU8mz4Rtrn6qTXa7g=3D452">
<span>
<strong>=F0=9F=86=95 Use GLM-5.2 fo=
r long-horizon tasks on Crusoe Serverless Fine-Tuning (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
GLM-5.2 is a coding and agentic model f=
or long-horizon tasks, with a 1M-token context. Now you can fine-tune it ba= sed on your engineering data and deploy dedicated instances all in one plac=
e. <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fconsole.c= rusoecloud.com%2Frequest-foundry%3Futm_campaign=3Dgl52-model%26utm_medium= =3Dnewsletter%26utm_source=3Dtldr/2/0100019ff06309e8-3677e355-3aa7-417d-a2a= 3-c73303100fa6-000000/2yBCRkIH_BTe0ZJW3fkRqAQCT1I99VJM0ocUZMfvm6k=3D452" re= l=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Start now</span>=
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fscotthelme.co.uk%2Feverything-i-learned-shipping-device= -bound-session-credentials%2F%3Futm_source=3Dtldrnewsletter/1/0100019ff0630= 9e8-3677e355-3aa7-417d-a2a3-c73303100fa6-000000/erZ_4oK-YRpkRjlE57F_neWbXW0= ncP6kN8QC2O1qfbo=3D452">
<span>
<strong>Everything I Learned Shippi=
ng Device Bound Session Credentials (14 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Device Bound Session Credentials bind s= essions to a private key a browser generates in hardware and cannot export.
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<a href=3D"
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