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A Tesla owner successfully drove coast-to-coast across the US on Full
Sel=
f-Driving (FSD) Supervised with zero interventions during the
trip=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 2026-01-01
=F0=9F=93=B1=20
BIG TECH & STARTUPS
AUT=
HENTICITY AFTER ABUNDANCE (7 MINUTE READ) [4]=20
Creation tools are get=
ting better and better. This will make creators
matter more. Those who ha=
ve the ability to be real, to connect, and to
have a voice that can't be =
faked will be those who succeed in this new
world. The bar will shift fro=
m whether someone can create to whether
someone can create something that=
only they could create. Only the
creators who can maintain trust and sig=
nal authenticity will stand
out.=20
RATHER THAN FULLY CRACKING DOWN O=
N SCAM ADS, META WORKED TO MAKE THEM
HARDER TO FIND (1 MINUTE READ) [5] =
Meta took steps to make scam ads less discoverable to regulators,
=
investigators, and journalists due to fears that Japanese regulators
woul=
d require advertiser verification, a measure the company estimated
would =
cost roughly $2 billion to implement and potentially reduce
revenue by ne=
arly 5%. The campaign was so successful that Meta added
the tactic to a '=
general global playbook' that has since been deployed
against regulatory =
scrutiny in other markets. Meta had previously
estimated that 10% of its =
2024 revenue was from ads tied to scams and
banned goods.=20
=
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
TESLA FSD SUCCESSF=
ULLY COMPLETES FULL COAST-TO-COAST DRIVE WITH ZERO
INTERVENTIONS (2 MINUT=
E READ) [6]=20
A Tesla owner successfully drove coast-to-coast across t=
he US on Full
Self-Driving (FSD) Supervised with zero interventions durin=
g the trip.
Their Model 3 completed the drive in 2 days and 20 hours, sta=
rting at
the Tesla Diner in Los Angeles, CA, and ending in Myrtle Beach, =
SC. It
was accomplished with Tesla FSD V14.2 on AI4 hardware. The milesto=
ne
trip was widely lauded by members of the Tesla community.=20
NEURA=
LINK WILL START HIGH-VOLUME PRODUCTION OF BRAIN-COMPUTER
INTERFACE DEVICE=
S IN 2026 (1 MINUTE READ) [7]=20
Neuralink received FDA breakthrough de=
vice designation for its speech
restoration in 2025. The company also lau=
nched clinical trials in the
Middle East and the UK, and completed two su=
rgeries in Canada. It
upgraded its surgical robot to be able to insert an=
electrode thread
every 1.5 seconds at insertion depths of over 50mm. The=
threads go
through the dura without the need to remove it. Neuralink pla=
ns to
move to an almost completely automated surgical procedure this year=
.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE
HOW I C=
ODE WITH AGENTS, WITHOUT BEING 'TECHNICAL' (18 MINUTE READ)
[8]=20
Be=
n Tossell, who works at Factory, a company developing a frontier
software=
development agent, has spent 3 billion tokens in four months
through an =
agent without writing any code. None of the code was read,
but Tossell re=
ad the agent output religiously, which led to him
picking up a ton of kno=
wledge around how code works, how projects
work, where things fail, and w=
here they succeed. Tossell has shipped
several projects using his method =
over the past few months, including
a personal site, a 'wrapped' product =
for Factory, several custom CLIs,
and an AI-directed video demo system. T=
his post contains Tossell's
guide to learning to program.=20
HERE ARE=
THE MAJOR CHANGES I SEE COMING FOR CYBERSECURITY IN 2026 (10
MINUTE READ=
) [9]=20
The primary security question for companies will be how good t=
heir
attackers' AI is versus their own AI. There will be increased spendi=
ng
on agentic security platforms and significantly more in-house building=
of security tools. Asset management will become possible for the first=
time because of agents. Most security platforms will eventually be
rep=
laceable with AI prompts.=20
=F0=9F=8E=81=20
MISCELLANEOUS
8 PR=
EDICTIONS FOR 2026. WHAT COMES NEXT IN AI? (3 MINUTE READ) [10]=20
2026=
will be the year when generative UI takes off, the Smart Home
finally fu=
lfills its promise, and biometric proof of personhood
becomes the new soc=
ial login. Engineers looking to separate themselves
from the crowd need t=
o build and learn, as deep technical intuition is
what will distinguish t=
hem from others. Agents will continue to be the
main headline. This year,=
they will start interacting in our daily
lives to anticipate needs.=20
=
REFLECTIONS ON 2025 (29 MINUTE READ) [11]=20
AI tends to improve at=
the same pace that AI researchers get access
to faster hardware. The har=
dware scheduled to come online in the next
few years makes current hardwa=
re look like pocket calculators. If
previous observations hold true, then=
we are not approaching a
plateau, the field is just getting started.=20
=
=E2=9A=A1=20
QUICK LINKS
2025: THE YEAR IN LLMS (42 MINUTE READ=
) [12]=20
Reasoning was a significant feature of many models from nearl=
y every
major AI lab in 2025.=20
ON THE SOFTWARE JOB CLIMATE (3 MINUT=
E READ) [13]=20
There is a lot less money going towards hiring, but tha=
t could change
if the tax code gets rolled back, interest rates fall, and=
data
centers stop being the rage.=20
NERD (3 MINUTE READ) [14]=20
=
NERD (No Effort Required, Done) is a programming language optimized
f=
or large language models.=20
17 PREDICTIONS FOR AI IN 2026 (23 MINUTE R=
EAD) [15]=20
Models will continue to improve their capabilities, but it=
will take
a while for the full impact to be felt across the economy.=20
=
ATMOSPHERIC COMPUTING (12 MINUTE READ) [16]=20
Atmospheric computin=
g connects cloud services together, allowing
users to store and run their=
own programs.=20
WORKTRUNK (GITHUB REPO) [17]=20
Worktrunk is a CL=
I for git worktree management designed to run AI
agents in parallel.=20
=
Love TLDR? Tell your friends and get rewards!
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If you have an=
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g,=20
Dan Ni [24] & Stephen Flanders [25]=20
Manage your subscriptions =
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">A Tesla ow= ner successfully drove coast-to-coast across the US on Full Self-Driving (F= SD) Supervised with zero interventions during the trip =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C </div>
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<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>
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<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">2026-01-01</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>
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<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%2Fwww.threads.com%2F@mosseri%2Fpost%2FDS76UiklIDf%2Fmedia= %3Futm_source=3Dtldrnewsletter/1/0100019b794cf012-c6b7974d-900a-4871-9ddb-9= 0f24a6f3285-000000/RQ1wajivZg21piqhxN-Jlnszrf85E5L98AXZbOFA_Xc=3D438">
<span>
<strong>Authenticity after abundanc=
e (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Creation tools are getting better and b= etter. This will make creators matter more. Those who have the ability to b=
e real, to connect, and to have a voice that can't be faked will be those w=
ho succeed in this new world. The bar will shift from whether someone can c= reate to whether someone can create something that only they could create. = Only the creators who can maintain trust and signal authenticity will stand=
out.
</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%2Fsherwood.news%2Ftech%2Frather-than-fully-cracking-down-= on-scam-ads-meta-worked-to-make-them-harder%2F%3Futm_source=3Dtldrnewslette= r/1/0100019b794cf012-c6b7974d-900a-4871-9ddb-90f24a6f3285-000000/1SazPbPvls= ZHyxMEygalieXGRehT09YlvXy1xq_4b0g=3D438">
<span>
<strong>Rather than fully cracking = down on scam ads, Meta worked to make them harder to find (1 minute read)</= strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Meta took steps to make scam ads less d= iscoverable to regulators, investigators, and journalists due to fears that=
Japanese regulators would require advertiser verification, a measure the c= ompany estimated would cost roughly $2 billion to implement and potentially=
reduce revenue by nearly 5%. The campaign was so successful that Meta adde=
d the tactic to a 'general global playbook' that has since been deployed ag= ainst regulatory scrutiny in other markets. Meta had previously estimated t= hat 10% of its 2024 revenue was from ads tied to scams and banned goods.
</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 & Futuristic Technology</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.teslarati.com%2Ftesla-fsd-successfully-completes-fu= ll-coast-to-coast-drive-with-zero-interventions%2F%3Futm_source=3Dtldrnewsl= etter/1/0100019b794cf012-c6b7974d-900a-4871-9ddb-90f24a6f3285-000000/imZE_D= gQT7w6pO9YSCkNoniIWWd6YXNaMnvtTjw-KK8=3D438">
<span>
<strong>Tesla FSD successfully comp= letes full coast-to-coast drive with zero interventions (2 minute read)</st= rong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
A Tesla owner successfully drove coast-= to-coast across the US on Full Self-Driving (FSD) Supervised with zero inte= rventions during the trip. Their Model 3 completed the drive in 2 days and =
20 hours, starting at the Tesla Diner in Los Angeles, CA, and ending in Myr= tle Beach, SC. It was accomplished with Tesla FSD V14.2 on AI4 hardware. Th=
e milestone trip was widely lauded by members of the Tesla community.
</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%2FYZ7kYF/1/0100019b794cf012-c6= b7974d-900a-4871-9ddb-90f24a6f3285-000000/D1heDMmqlXWENlTcptBH9gcL1Izyg64_l= MgWfIy7g9s=3D438">
<span>
<strong>Neuralink will start high-v= olume production of brain-computer interface devices in 2026 (1 minute read= )</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Neuralink received FDA breakthrough dev= ice designation for its speech restoration in 2025. The company also launch=
ed clinical trials in the Middle East and the UK, and completed two surgeri=
es in Canada. It upgraded its surgical robot to be able to insert an electr= ode thread every 1.5 seconds at insertion depths of over 50mm. The threads =
go through the dura without the need to remove it. Neuralink plans to move =
to an almost completely automated surgical procedure this year.
</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;">=F0=9F= =92=BB</span></div></div>
</td></tr></tbody></table>
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<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Programming, Design & Data Science</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FpzNUXP/1/0100019b794cf012-c6= b7974d-900a-4871-9ddb-90f24a6f3285-000000/z8mKtdjrKs0vjFzFFu-eJAqeLceUhw14E= 6RBzdxQmdY=3D438">
<span>
<strong>How I code with agents, wit= hout being 'technical' (18 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Ben Tossell, who works at Factory, a co= mpany developing a frontier software development agent, has spent 3 billion=
tokens in four months through an agent without writing any code. None of t=
he code was read, but Tossell read the agent output religiously, which led =
to him picking up a ton of knowledge around how code works, how projects wo= rk, where things fail, and where they succeed. Tossell has shipped several = projects using his method over the past few months, including a personal si= te, a 'wrapped' product for Factory, several custom CLIs, and an AI-directe=
d video demo system. This post contains Tossell's guide to learning to prog= ram.
</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%2Fdanielmiessler.com%2Fblog%2Fcybersecurity-ai-changes-20= 26%3Futm_source=3Dtldrnewsletter/1/0100019b794cf012-c6b7974d-900a-4871-9ddb= -90f24a6f3285-000000/sXUkIiC5E3jirq8ww-ecxxSoe8HIp-MuXt-Wrf9QQjI=3D438">
<span>
<strong>Here are the major changes =
I see coming for Cybersecurity in 2026 (10 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The primary security question for compa= nies will be how good their attackers' AI is versus their own AI. There wil=
l be increased spending on agentic security platforms and significantly mor=
e in-house building of security tools. Asset management will become possibl=
e for the first time because of agents. Most security platforms will eventu= ally be replaceable with AI prompts.
</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;">=F0=9F= =8E=81</span></div></div>
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<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%2Fwww.philschmid.de%2F2026-predictions%3Futm_source=3Dtld= rnewsletter/1/0100019b794cf012-c6b7974d-900a-4871-9ddb-90f24a6f3285-000000/= XPaabVW2x-7NDF-jZy3CbHgce81C9p7FzbmL-YQ3Eaw=3D438">
<span>
<strong>8 Predictions for 2026. Wha=
t comes next in AI? (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
2026 will be the year when generative U=
I takes off, the Smart Home finally fulfills its promise, and biometric pro=
of of personhood becomes the new social login. Engineers looking to separat=
e themselves from the crowd need to build and learn, as deep technical intu= ition is what will distinguish them from others. Agents will continue to be=
the main headline. This year, they will start interacting in our daily liv=
es to anticipate needs.
</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%2Fsamuelalbanie.substack.com%2Fp%2Freflections-on-2025%3F= utm_source=3Dtldrnewsletter/1/0100019b794cf012-c6b7974d-900a-4871-9ddb-90f2= 4a6f3285-000000/fmXlupVua0s6Wk1SjE7n75fpo0dFH4VB2rh_1FI3WoM=3D438">
<span>
<strong>Reflections on 2025 (29 min= ute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AI tends to improve at the same pace th=
at AI researchers get access to faster hardware. The hardware scheduled to = come online in the next few years makes current hardware look like pocket c= alculators. If previous observations hold true, then we are not approaching=
a plateau, the field is just getting started.
</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>
</td></tr></tbody></table>
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<div style=3D"text-align: center;">
<h1><strong>Quick Links</strong></h1>
</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">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fsimonwillison.net%2F2025%2FDec%2F31%2Fthe-year-in-llms%= 2F%23atom-everything%3Futm_source=3Dtldrnewsletter/1/0100019b794cf012-c6b79= 74d-900a-4871-9ddb-90f24a6f3285-000000/Aiy3GYSHp2c_iU7QATBlSyX1Kbj0YQ7CQPaC= 3hcRdzs=3D438">
<span>
<strong>2025: The year in LLMs (42 = minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Reasoning was a significant feature of = many models from nearly every major AI lab in 2025.
</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%2Finclouds.space%2Fon-the-software-job-climate%3Futm_sour= ce=3Dtldrnewsletter/1/0100019b794cf012-c6b7974d-900a-4871-9ddb-90f24a6f3285= -000000/O3e6lmewtdJ2ulrEb8zDmTRIHjpK7EeQZs627jpJqMA=3D438">
<span>
<strong>On the software job climate=
(3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
There is a lot less money going towards=
hiring, but that could change if the tax code gets rolled back, interest r= ates fall, and data centers stop being the rage.
</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.nerd-lang.org%2Fabout%3Futm_source=3Dtldrnewsletter= /1/0100019b794cf012-c6b7974d-900a-4871-9ddb-90f24a6f3285-000000/QmTIUYOa3NW= YM7BS2iyTiAe4CLj6YsZ5kzQqjvulzDA=3D438">
<span>
<strong>NERD (3 minute read)</stron=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
NERD (No Effort Required, Done) is a pr= ogramming language optimized for large language models.
</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.understandingai.org%2Fp%2F17-predictions-for-ai-in-= 2026%3Futm_source=3Dtldrnewsletter/1/0100019b794cf012-c6b7974d-900a-4871-9d= db-90f24a6f3285-000000/WgkAUiXRVU1hOovZFaUYXWC603consB00Vp1pjkWEpw=3D438">
<span>
<strong>17 predictions for AI in 20=
26 (23 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Models will continue to improve their c= apabilities, but it will take a while for the full impact to be felt across=
the economy.
</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.pfrazee.com%2Fblog%2Fatmospheric-computing%3Futm_so= urce=3Dtldrnewsletter/1/0100019b794cf012-c6b7974d-900a-4871-9ddb-90f24a6f32= 85-000000/vT-YO4yJvKSJzrMjju-liXnN5cyrpq-UM8isLz7TeWY=3D438">
<span>
<strong>Atmospheric Computing (12 m= inute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Atmospheric computing connects cloud se= rvices together, allowing users to store and run their own programs.
</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">
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