Subj : Nvidia deal details 💰, the memory wars 💾, Jevons Paradox for knowledge work 💼 
To   : All
From : TLDR
Date : Mon Dec 29 2025 11:21 am

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The buildout happening right now may be a sign that the AI chip
competiti=
on may already be over. Nvidia recently requested 16-Hi HBM
deliveries=
=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=
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=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=
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=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=
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=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=
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=C2=A0


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 =09=09TLD=
R=20

TLDR 2025-12-29

=F0=9F=93=B1=20

BIG TECH & STARTUPS

 T=
HE MEMORY WARS: WHY THE FUTURE KARPATHY, MUSK, AND JIM FAN SEE
REQUIRES 1=
6-HI HBM (15 MINUTE READ) [4]=20

 The infrastructure buildout happening =
right now may be a sign that
the AI chip competition may already be over.=
 Nvidia recently requested
16-Hi HBM deliveries from Samsung, SK Hynix, a=
nd Micron by Q4 2026.
This infrastructure layer could make AI inference e=
ffectively infinite
and nearly free at the margin. The rollout of capabil=
ity is arriving
faster than our ability to conceptualize what to do with =
it.=20

 NVIDIA GROQ UPDATE: EVERYONE GETS RICH, PATENT WARFARE BEGINS (7=

MINUTE READ) [5]=20

 All of Groq's VCs, employees, founders, and the =
whole cap table will
get paid from the recent acquisition by Nvidia. 85% =
of the payment
will be up front, with the rest coming by the end of 2026.=
 Nvidia will
likely weaponize the patents it gained from the acquisition =
to create
a 'scorched-earth zone' around SRAM-based inference. GroqCloud =
has
become a shell of its former self with no IP and no technical
leade=
rship.=20

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

SCIENCE & FUTURISTIC TECHNOLOGY

 ALZHE=
IMER'S: FROM CAUSES AND RISK FACTORS TO MODELS AND INTERVENTIONS
(14 MINU=
TE READ) [6]=20

 Alzheimer's Disease (AD) is caused by multiple factors.=
 Each
individual factor doesn't necessarily guarantee an AD diagnosis in=

every situation, but it increases the odds of it all else being equal.=

Preventing AD and reversing or stopping the disease are two separate
a=
reas of research. Attempting to modify risk factors of the disease
once i=
t has already started is unlikely to lead to a cure. Targeting
the underl=
ying dynamics of the disease is a more likely pathway to a
treatment.=20
=

 PROPOSED SPACE STATION COULD BE DEPLOYED IN A SINGLE LAUNCH (2 MINUTE=

READ) [7]=20

 Max Space's Thunderbird is designed to host four astron=
auts in an
expandable interior structure that can be reconfigured by the =
crew to
support different activities. It can be used for research as well=
 as
orbital manufacturing of pharmaceuticals and other materials. The
s=
pace station can be launched on a medium-lift vehicle such as the
Falcon =
9 rocket. The Thunderbird space station is set to launch as
early as 2029=
..=20

=F0=9F=92=BB=20

PROGRAMMING, DESIGN & DATA SCIENCE

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ILLIONS OF TECH PROFESSIONALS AT SCALE (SPONSOR) [8]=20

 Over 6 million =
tech professionals read TLDR including developers,
product managers, mark=
eters, designers and executives. Get in front of
your target audience wit=
h an ad placement just like this one! Learn
more [8] about running a test=
 campaign.=20

 A GUIDE TO CLAUDE CODE 2.0 AND GETTING BETTER AT USING CO=
DING AGENTS
(55 MINUTE READ) [9]=20

 Claude Code dominated the CLI cod=
ing product experience this year.
This guide shows readers the thought pr=
ocesses and simple things to
keep in mind to get the most out of Claude C=
ode. Learning how things
work in Claude Code directly transfers to other =
tools, both in terms
of personal usage and production-grade engineering. =
The post will help
users keep up with coding agents in general.=20

 HO=
W I THINK ABOUT KUBERNETES (6 MINUTE READ) [10]=20

 Kubernetes is often =
described as a container orchestration tool, but
that mental model isn't =
always the most useful way to think about
what's happening. It is more li=
ke a platform where developers declare
the desired state of their infrast=
ructure and let the system
continuously work to match that intent. In tha=
t way, Kubernetes is
more like a runtime for declarative infrastructure w=
ith a type system.
Thinking this way results in very practical approaches=
 to operating
clusters.=20

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

MISCELLANEOUS

 12 O=
UTLOOKS FOR THE FUTURE: 2026+ (9 MINUTE READ) [11]=20

 2026 will hopeful=
ly be full of surprises and developments that give
us hope for healthier =
and more fulfilling work and lives. The AI hype
cycle will die down, allo=
wing the most meaningful innovations to
become clear. This post takes a l=
ook at what we should expect in the
coming year and beyond, and what the =
implications of that will be.=20

 JEVONS PARADOX FOR KNOWLEDGE WORK (7 M=
INUTE READ) [12]=20

 Tech-driven efficiency improvements tend to lead to=
 massive growth
because there are more use cases for the resources than p=
reviously
contemplated. AI is going to lead to a lot more knowledge work =
by
making it cheaper, as that allows people to take on tasks previously=

unimaginable. The vast majority of AI tokens in the future will be
use=
d on things that we don't even do today. AI will enable work that
previou=
sly wouldn't have been considered, as it would have been too
expensive or=
 impractical.=20

=E2=9A=A1=20

QUICK LINKS

 WHY DID THE MEMORY CH=
ICKEN GAME KEEP REPEATING=E2=80=94AND WHO ULTIMATELY
SURVIVED? (22 MINUTE=
 READ) [13]=20

 Both an escape from the commoditization of memory and th=
e
'foundry-ization' of memory will happen within the next two years.=20
=

 MY ROLE AS A FOUNDER CTO: YEAR EIGHT (16 MINUTE READ) [14]=20

 Migue=
l Carranza is the founder of RevenueCat, a service that helps
developers =
grow and manage in-app purchases.=20

 PUBLISHING YOUR WORK INCREASES YOU=
R LUCK (11 MINUTE READ) [15]=20

 You increase your luck by making yourse=
lf more visible to the world.=20

 CONTINUOUS CLAUDE (GITHUB REPO) [16] =


 Continuous Claude is a framework that saves state to a ledger, wipes=

context, and resumes fresh.=20

 THE HIDDEN COST OF MAKING WORK CHEAP =
(3 MINUTE READ) [17]=20

 Trust becomes harder to earn when work becomes =
cheap.=20

 WHAT AN UNPROCESSED PHOTO LOOKS LIKE (4 MINUTE READ) [18]=20
=

 A look at what camera sensors see and what photo processing actually
=
does.=20

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r.tldr.tech/66662a80/ [19]=20

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=09=09<div style=3D"display: none; max-height: 0px; overflow: hidden;">The =
buildout happening right now may be a sign that the AI chip competition may=
 already be over. Nvidia recently requested 16-Hi HBM deliveries&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=
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sp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nb=
sp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;</div>

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</td>
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y>
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0=
" width=3D"100%">
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>
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>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"text-align: center;"><span data-darkreader=
-inline-color=3D"" style=3D"--darkreader-inline-color:#3db3ff; color: rgb(5=
1, 175, 255) !important; font-size: 30px;">T</span><span style=3D"font-size=
: 30px;"><span data-darkreader-inline-color=3D"" style=3D"color: rgb(232, 1=
92, 96) !important; --darkreader-inline-color:#e8c163; font-size:30px;">L</=
span><span data-darkreader-inline-color=3D"" style=3D"color: rgb(101, 195, =
173) !important; --darkreader-inline-color:#6ec7b2; font-size:30px;">D</spa=
n></span><span data-darkreader-inline-color=3D"" style=3D"--darkreader-inli=
ne-color:#dd6e6e; color: rgb(220, 107, 107) !important; font-size: 30px;">R=
</span>
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=09<br>
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r>
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y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0=
" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
></tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table st=
yle=3D"table-layout: fixed; width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0;"=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div style=3D"text-align: center;">

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<h1><strong>TLDR <span id=3D"date">2025-12-29</span></strong></h1>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
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</td>
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r>
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y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table st=
yle=3D"table-layout: fixed; width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
></tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09<tr bgcolor=3D"">
=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"container">

=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"center" bgcolor=
=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D"padding: 0p=
x;">

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1=
00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D=
"container" style=3D"padding-top: 0px; padding-bottom: 0px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas=
s=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s=
tyle=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F=93=B1<=
/span></div></div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1=
00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D=
"container" style=3D"padding-top: 0px; padding-bottom: 0px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas=
s=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s=
tyle=3D"text-align: center;">

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<h1=
><strong>Big Tech &amp; Startups</strong></h1>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table style=3D"table=
-layout: fixed; width: 100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D=
"padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign=3D"t=
op">

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FDr22ln/1/0100019b69d71b3d-75=
7eddc2-56ac-4e56-8403-910039d8d73d-000000/fTS7PIrHOgzYmgK5RWSRngAmm0AksDKvw=
n0MEDoZFCI=3D437">
                                    <span>
                                        <strong>The Memory Wars: Why the Fu=
ture Karpathy, Musk, and Jim Fan See Requires 16-Hi HBM (15 minute read)</s=
trong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    The infrastructure buildout happening r=
ight now may be a sign that the AI chip competition may already be over. Nv=
idia recently requested 16-Hi HBM deliveries from Samsung, SK Hynix, and Mi=
cron by Q4 2026. This infrastructure layer could make AI inference effectiv=
ely infinite and nearly free at the margin. The rollout of capability is ar=
riving faster than our ability to conceptualize what to do with it.
                                </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fossa-ma.github.io%2Fblog%2Fgroq-update%3Futm_source=3Dt=
ldrnewsletter/1/0100019b69d71b3d-757eddc2-56ac-4e56-8403-910039d8d73d-00000=
0/InfHV0Uo__mtbrrW20v-kBuyzBtaoNoHpdpUziVTd8Q=3D437">
                                    <span>
                                        <strong>Nvidia Groq Update: Everyon=
e Gets Rich, Patent Warfare Begins (7 minute read)</strong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    All of Groq's VCs, employees, founders,=
 and the whole cap table will get paid from the recent acquisition by Nvidi=
a. 85% of the payment will be up front, with the rest coming by the end of =
2026. Nvidia will likely weaponize the patents it gained from the acquisiti=
on to create a 'scorched-earth zone' around SRAM-based inference. GroqCloud=
 has become a shell of its former self with no IP and no technical leadersh=
ip.
                                </span>
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=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
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</td>
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r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1=
00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D=
"container" style=3D"padding-top: 0px; padding-bottom: 0px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas=
s=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s=
tyle=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F=9A=80<=
/span></div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1=
00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D=
"container" style=3D"padding-top: 0px; padding-bottom: 0px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas=
s=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s=
tyle=3D"text-align: center;">

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<h1=
><strong>Science &amp; Futuristic Technology</strong></h1>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table style=3D"table=
-layout: fixed; width: 100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D=
"padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign=3D"t=
op">

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fnintil.com%2Falzheimers-cause%3Futm_source=3Dtldrnewsle=
tter/1/0100019b69d71b3d-757eddc2-56ac-4e56-8403-910039d8d73d-000000/-_HfazB=
WEGqbOGX9g0f2gMTdSuWXycA3vq_FiKxNpX0=3D437">
                                    <span>
                                        <strong>Alzheimer's: from causes an=
d risk factors to models and interventions (14 minute read)</strong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    Alzheimer's Disease (AD) is caused by m=
ultiple factors. Each individual factor doesn't necessarily guarantee an AD=
 diagnosis in every situation, but it increases the odds of it all else bei=
ng equal. Preventing AD and reversing or stopping the disease are two separ=
ate areas of research. Attempting to modify risk factors of the disease onc=
e it has already started is unlikely to lead to a cure. Targeting the under=
lying dynamics of the disease is a more likely pathway to a treatment.
                                </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fgizmodo.com%2Fproposed-space-station-could-be-deployed-=
in-a-single-launch-2000701443%3Futm_source=3Dtldrnewsletter/1/0100019b69d71=
b3d-757eddc2-56ac-4e56-8403-910039d8d73d-000000/G8gzGK1MmhCWjA5w7ye6X3hQK7r=
zWiS9sJdngCI7_sg=3D437">
                                    <span>
                                        <strong>Proposed Space Station Coul=
d Be Deployed in a Single Launch (2 minute read)</strong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    Max Space's Thunderbird is designed to =
host four astronauts in an expandable interior structure that can be reconf=
igured by the crew to support different activities. It can be used for rese=
arch as well as orbital manufacturing of pharmaceuticals and other material=
s. The space station can be launched on a medium-lift vehicle such as the F=
alcon 9 rocket. The Thunderbird space station is set to launch as early as =
2029.
                                </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>


=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1=
00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D=
"container" style=3D"padding-top: 0px; padding-bottom: 0px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas=
s=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s=
tyle=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F=92=BB<=
/span></div></div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1=
00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D=
"container" style=3D"padding-top: 0px; padding-bottom: 0px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas=
s=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s=
tyle=3D"text-align: center;">

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<h1=
><strong>Programming, Design &amp; Data Science</strong></h1>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table style=3D"table=
-layout: fixed; width: 100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D=
"padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign=3D"t=
op">

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=3Dtldr%26utm_medium=
=3Dnewsletter%26utm_campaign=3Dsecondary12292025/1/0100019b69d71b3d-757eddc=
2-56ac-4e56-8403-910039d8d73d-000000/hpoLxoaq5nbEqVoFRzazIx3wHfJbDVX_3htRdB=
-N1KY=3D437">
                                    <span>
                                        <strong>Reach millions of tech prof=
essionals at scale (Sponsor)</strong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    Over 6 million tech professionals read =
TLDR including developers, product managers, marketers, designers and execu=
tives. Get in front of your target audience with an ad placement just like =
this one! <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fad=
vertise.tldr.tech%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_ca=
mpaign=3Dsecondary12292025/2/0100019b69d71b3d-757eddc2-56ac-4e56-8403-91003=
9d8d73d-000000/6CQ9_2QdziQb6TEmPEsFz17D5W2bWZmJrQaMmj6m2-g=3D437" rel=3D"no=
opener noreferrer nofollow" target=3D"_blank"><span>Learn more</span></a> a=
bout running a test campaign.
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fsankalp.bearblog.dev%2Fmy-experience-with-claude-code-2=
0-and-how-to-get-better-at-using-coding-agents%2F%3Futm_source=3Dtldrnewsle=
tter/1/0100019b69d71b3d-757eddc2-56ac-4e56-8403-910039d8d73d-000000/5oiBxTW=
iA9mOjTY-3w8I9Yzq9Lf4i7FhGVgXgJbVQxU=3D437">
                                    <span>
                                        <strong>A Guide to Claude Code 2.0 =
and Getting Better at Using Coding Agents (55 minute read)</strong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    Claude Code dominated the CLI coding pr=
oduct experience this year. This guide shows readers the thought processes =
and simple things to keep in mind to get the most out of Claude Code. Learn=
ing how things work in Claude Code directly transfers to other tools, both =
in terms of personal usage and production-grade engineering. The post will =
help users keep up with coding agents in general.
                                </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fgarnaudov.com%2Fwritings%2Fhow-i-think-about-kubernetes=
%2F%3Futm_source=3Dtldrnewsletter/1/0100019b69d71b3d-757eddc2-56ac-4e56-840=
3-910039d8d73d-000000/k7l2f9Ng-vT7N3OoP5DqY8GcF3HxZcJULpDytBq1Wd4=3D437">
                                    <span>
                                        <strong>How I think about Kubernete=
s (6 minute read)</strong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    Kubernetes is often described as a cont=
ainer orchestration tool, but that mental model isn't always the most usefu=
l way to think about what's happening. It is more like a platform where dev=
elopers declare the desired state of their infrastructure and let the syste=
m continuously work to match that intent. In that way, Kubernetes is more l=
ike a runtime for declarative infrastructure with a type system. Thinking t=
his way results in very practical approaches to operating clusters.
                                </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>



=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1=
00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D=
"container" style=3D"padding-top: 0px; padding-bottom: 0px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas=
s=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s=
tyle=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F=8E=81<=
/span></div></div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1=
00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D=
"container" style=3D"padding-top: 0px; padding-bottom: 0px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas=
s=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s=
tyle=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table bgcolor=3D"" s=
tyle=3D"table-layout: fixed; width: 100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D=
"padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign=3D"t=
op">

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fwww.implications.com%2Fp%2F12-outlooks-for-the-future-2=
026%3Futm_source=3Dtldrnewsletter/1/0100019b69d71b3d-757eddc2-56ac-4e56-840=
3-910039d8d73d-000000/9YPDWjs6Fi9yxSW6PBfWiFKeyO1IrxffV5gPSrY4pMo=3D437">
                                    <span>
                                        <strong>12 Outlooks for the Future:=
 2026+ (9 minute read)</strong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    2026 will hopefully be full of surprise=
s and developments that give us hope for healthier and more fulfilling work=
 and lives. The AI hype cycle will die down, allowing the most meaningful i=
nnovations to become clear. This post takes a look at what we should expect=
 in the coming year and beyond, and what the implications of that will be.
                                </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2F1r308Z/1/0100019b69d71b3d-75=
7eddc2-56ac-4e56-8403-910039d8d73d-000000/RZqrG6r1WhSow1m8ucaWjninERe1VCs_g=
FfYPCpZNs8=3D437">
                                    <span>
                                        <strong>Jevons Paradox for Knowledg=
e Work (7 minute read)</strong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    Tech-driven efficiency improvements ten=
d to lead to massive growth because there are more use cases for the resour=
ces than previously contemplated. AI is going to lead to a lot more knowled=
ge work by making it cheaper, as that allows people to take on tasks previo=
usly unimaginable. The vast majority of AI tokens in the future will be use=
d on things that we don't even do today. AI will enable work that previousl=
y wouldn't have been considered, as it would have been too expensive or imp=
ractical.
                                </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>


=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1=
00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D=
"container" style=3D"padding-top: 0px; padding-bottom: 0px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas=
s=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s=
tyle=3D"text-align: center;"><span style=3D"font-size: 36px;">=E2=9A=A1</sp=
an></div></div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1=
00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D=
"container" style=3D"padding-top: 0px; padding-bottom: 0px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas=
s=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s=
tyle=3D"text-align: center;">

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<h1=
><strong>Quick Links</strong></h1>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div>
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table bgcolor=3D"" s=
tyle=3D"table-layout: fixed; width: 100%;" width=3D"100%">
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D=
"padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign=3D"t=
op">

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
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>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fwww.semiconsam.com%2Fp%2Fwhy-did-the-memory-chicken-gam=
e-keep%3Futm_source=3Dtldrnewsletter/1/0100019b69d71b3d-757eddc2-56ac-4e56-=
8403-910039d8d73d-000000/80P-WOoi9YKfmww3EX6tgfKwXo5MHPYijvap5g8vkhE=3D437"=
>
                                    <span>
                                        <strong>Why did the memory chicken =
game keep repeating=E2=80=94and who ultimately survived? (22 minute read)</=
strong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    Both an escape from the commoditization=
 of memory and the 'foundry-ization' of memory will happen within the next =
two years.
                                </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fmiguelcarranza.es%2Fcto-year-8%3Futm_source=3Dtldrnewsl=
etter/1/0100019b69d71b3d-757eddc2-56ac-4e56-8403-910039d8d73d-000000/KFPT7h=
g6ecO5n3WC0Z58q0A9w03pXsS-6IK3Gafz63Q=3D437">
                                    <span>
                                        <strong>My role as a founder CTO: Y=
ear Eight (16 minute read)</strong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    Miguel Carranza is the founder of Reven=
ueCat, a service that helps developers grow and manage in-app purchases.
                                </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fgithub.com%2Freadme%2Fguides%2Fpublishing-your-work%3Fu=
tm_source=3Dtldrnewsletter/1/0100019b69d71b3d-757eddc2-56ac-4e56-8403-91003=
9d8d73d-000000/uauXTEX45kfc7QHAgxxzi-vy-wrEggnyAKO0K4tVpKs=3D437">
                                    <span>
                                        <strong>Publishing your work increa=
ses your luck (11 minute read)</strong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    You increase your luck by making yourse=
lf more visible to the world.
                                </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fgithub.com%2Fparcadei%2FContinuous-Claude-v2%3Futm_sour=
ce=3Dtldrnewsletter/1/0100019b69d71b3d-757eddc2-56ac-4e56-8403-910039d8d73d=
-000000/ptVd2eh468_I046pFU8crs6Q25C7FIDCnEXOMzY07i4=3D437">
                                    <span>
                                        <strong>Continuous Claude (GitHub R=
epo)</strong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    Continuous Claude is a framework that s=
aves state to a ledger, wipes context, and resumes fresh.
                                </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FDVBLiC/1/0100019b69d71b3d-75=
7eddc2-56ac-4e56-8403-910039d8d73d-000000/-a0idby8ckHhS5euj-HkWFt8aQk20t6Wm=
E4oaWJDdnw=3D437">
                                    <span>
                                        <strong>The Hidden Cost of Making W=
ork Cheap (3 minute read)</strong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    Trust becomes harder to earn when work =
becomes cheap.
                                </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al=
ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
0%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
<td class=3D"container" style=3D"padding: 15px 15px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09<div class=3D"text-block">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span>
                                <a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fmaurycyz.com%2Fmisc%2Fraw_photo%2F%3Futm_source=3Dtldrn=
ewsletter/1/0100019b69d71b3d-757eddc2-56ac-4e56-8403-910039d8d73d-000000/Xk=
q_joU7uaJs_nKgmmpGtjMd5tYwZvDwxWF27-rtce8=3D437">
                                    <span>
                                        <strong>What an unprocessed photo l=
ooks like (4 minute read)</strong>
                                    </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</a>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Ar=
ial, Verdana, sans-serif;">
                                    A look at what camera sensors see and w=
hat photo processing actually does.
                                </span>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=
=09=09</span>
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