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Chinese officials will face tough negotiations with the Trump
administrat=
ion - the TikTok negotiations are a potential area for
reconciliation= =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=
=09=09TOGETHER WITH [QA Wolf] [4]
TLDR 2025-01-14
=
=E2=9C=82=EF=B8=8F CUT YOUR QA CYCLES DOWN TO MINUTES WITH QA WOLF (SPONSOR=
) [4]=20
If QA is a bottleneck on your software engineering team and yo=
u're
releasing slowly because of it, you need to check out QA Wolf.
=
Their fully-managed service gets engineering teams to 80% automated
end-t=
o-end test coverage [5] and their AI-native platform helps dev
teams SHIP=
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QA Wolf [6] ta=
kes testing off your plate. They can get you:
=09* Unlimited parallel=
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=09* 24-hour maintenance and on-demand test creation
=09* =
Human-verified bug reports sent directly to your team
=09* Zero flakes g=
uarantee
The benefit? No more manual E2E testing. No more slow QA cycl=
es. No
more bugs reaching production.
With QA Wolf, Drata's team of =
80+ engineers [7] achieved 4x more test
cases and 86% FASTER QA CYCLES.=
Schedule a demo to learn more [8]
=F0=9F=93=B1=20
BIG TECH & =
STARTUPS
CHINA DISCUSSES SALE OF TIKTOK US TO MUSK AS ONE POSSIBLE OP=
TION (8
MINUTE READ) [9]=20
Chinese officials are evaluating a potent=
ial option that involves
Elon Musk acquiring the US operations of TikTok.=
The plan involves X
taking control of the platform and running the busin=
esses together. It
is unclear whether Musk, TikTok, or ByteDance have hel=
d any talks
about the terms of any possible deal. TikTok may no longer be=
in
ByteDance's sole control. Chinese officials recognize that they will=
face tough negotiations with the Trump administration, so they see the=
TikTok negotiations as a potential area for reconciliation.=20
USERS=
WORRIED ABOUT TIKTOK BAN APPEAR TO BE DOWNLOADING A DIFFERENT
CHINESE SO=
CIAL MEDIA APP (3 MINUTE READ) [10]=20
Chinese social media app RedNote=
is at the top of Apple's app store.
RedNote is often thought of as the C=
hinese equivalent of Instagram.
The company was founded in 2013 and had a=
bout 300 million monthly
active users in July 2024. It was valued at $17 =
billion in July - it
has raised over $900 million in total funding and ha=
s more than 2,000
employees. Many TikTok creators are rushing to find an =
alternative
platform where they can keep posting videos while waiting to =
see what
happens with TikTok, which faces a potential ban on January 19. =
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
STARLINK IS =
NOW CHEAPER THAN LEADING INTERNET PROVIDER IN SOME
AFRICAN COUNTRIES (5 M=
INUTE READ) [11]=20
Starlink, now available in more than 100 countries,=
is cheaper than
the leading fixed internet service provider in at least =
five of the 16
African countries where the service is available. The comp=
any does not
offer fixed rates - it instead adjusts prices to reflect mar=
ket
conditions. Its satellites are able to provide services where
groun=
d-based internet infrastructure is sparse or nonexistent.
Starlink has di=
srupted the existing internet service provider industry
in Kenya, where i=
t became so popular that the company had to pause new
subscriptions due t=
o network overload.=20
BEZOS' HUGE NEW ROCKET LAUNCH SHUT DOWN MINUTES =
BEFORE LIFTOFF (3
MINUTE READ) [12]=20
Blue Origin was scheduled to l=
ift off yesterday morning but the
mission was scrubbed right before it wa=
s scheduled to launch. The
company is now troubleshooting a vehicle subsy=
stem issue and reviewing
opportunities for its next launch. Blue Origin s=
till has until January
16 to launch before the currently approved launch =
window elapses. Its
New Glenn rocket has faced many setbacks during its o=
ver a decade of
development.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIGN=
& DATA SCIENCE
BETTER THAN AN AD? GETTING STRAIGHT INTO MILLIONS OF =
TECH
PROFESSIONALS' INBOXES (SPONSOR) [13]=20
Ads on search and socia=
l? Expensive and overcrowded. TLDR delivers
high-trust exposure to 5M+ te=
ch professionals inside a newsletter they
actually open. No fighting algo=
rithms, just real engagement. Want
better results from your ad spend? Lea=
rn more. [13]
THE PYTORCH DEVELOPER'S GUIDE TO JAX FUNDAMENTALS (9 MI=
NUTE READ)
[14]=20
JAX is a high-performance numerical computing libr=
ary with a
NumPy-like API. While many PyTorch users have heard about JAX,=
there
are not that many straightforward, easy-to-follow tutorials. This=
tutorial helps readers understand the basics of JAX by connecting its
=
concepts to PyTorch building blocks. It explores the basics of the JAX
ec=
osystem from the PyTorch user and guides users through how to train
a sim=
ple neural network with JAX and PyTorch.=20
O1 ISN'T A CHAT MODEL (AND =
THAT'S THE POINT) (13 MINUTE READ) [15]=20
o1 is not a chat model - it'=
s like a report generator: give it enough
context, tell it what you want =
outputted, and it'll often nail the
solution in one shot. People often ap=
proach chat models by starting
with a simple question and some context, i=
terating back and forth
until the desired output is achieved. o1 needs as=
much context as
possible otherwise it will just take questions at face v=
alue and won't
try to pull context from the user. The most effective way =
to use o1 is
to treat o1 like a new hire, give it as much context as poss=
ible, and
focus on explaining what you want the output to be.=20
=
=F0=9F=8E=81=20
MISCELLANEOUS
THANKS TO NVIDIA, THERE'S A NEW GENE=
RATION OF PCS COMING, AND THEY'LL
BE RUNNING LINUX (5 MINUTE READ) [16] =
Nvidia's Project Digits will be powered by DGX OS, a customized
Ub=
untu Linux 22.04 distro. The desktop combines Nvidia's Blackwell GPU
with=
a 20-core Grace CPU built on the Arm architecture. It can develop
up to =
1 petaflop of AI performance at FP4 precision and support
200-billion-par=
ameter large language models. Nvidia's partnership with
MediaTek will lik=
ely lead to a new generation of AI-powered PCs with
significantly enhance=
d capabilities.=20
WORDPRESS IS IN TROUBLE (7 MINUTE READ) [17]=20
=
Automattic has announced that it will restrict its contributions to
the o=
pen source version of WordPress - it will now put in about 45
hours a wee=
k in total, down from nearly 4,000 a week. The company is
aiming to match=
the estimated hourly contributions of WP Engine as a
response to WP Engi=
ne's legal response after actions by WordPress
co-creator Matt Mullenweg.=
While usually, having the community take
the lead would be fine, Mullenw=
eg has the final say over some very
important parts of the WordPress comm=
unity. While it is fair for
Automattic to focus on for-profit projects, M=
ullenweg still holds all
the keys to WordPress. A fork is possible, but i=
t will require new
community-driven infrastructure.=20
=E2=9A=A1=20
=
QUICK LINKS
US SPLITS WORLD INTO THREE TIERS FOR AI CHIP ACCESS (4=
MINUTE READ)
[18]=20
The new regulations set specific numerical limi=
ts on AI chip exports,
with first-tier countries facing no restrictions. =
WHY CEO MATT GARMAN IS WILLING TO BET AWS ON AI (65 MINUTE READ) [19=
]
This article contains a transcript of a podcast where CEO of Ama=
zon
Web Services Matt Garman talks about AI and Amazon.=20
MICROSOFT =
CREATES NEW AI ENGINEERING GROUP LED BY FORMER META
EXECUTIVE (3 MINUTE R=
EAD) [20]=20
Former Meta engineering chief Jay Parikh will lead Microso=
ft's new
CoreAI =E2=80=93 Platform and Tools division, which will combine=
the
company's Dev, Div, and AI platform teams together with some employe=
es
on the Office of the CTO team to develop an AI platform and tools.=20
=
GOOGLE'S SEARCH MARKET SHARE DROPS BELOW 90% FOR FIRST TIME SINCE
201=
5 (2 MINUTE READ) [21]=20
Google's search market share seems to be fair=
ly consistent in most
regions except Asia.=20
HERE'S A WORKING GAME O=
F TETRIS INSIDE A PDF (1 MINUTE READ) [22]=20
It has keyboard controls =
and should work on most browsers.=20
WHAT I WOULD TELL THE FRONTIER LAB=
S (7 MINUTE READ) [23]=20
Humans learn by doing - AI short circuits the=
process and this could
slowly erode our ability to think differently. =
Love TLDR? Tell your friends and get rewards!
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Thanks for reading,=20
Dan Ni & Step=
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If you don't want to receive future editions of TLDR, pl=
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[9] h= ttps://www.bloomberg.com/news/articles/2025-01-14/china-discusses-sale-of-t= iktok-us-to-musk-as-one-possible-option?accessToken=3DeyJhbGciOiJIUzI1NiIsI= nR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGVkQXJ0aWNsZSIsImlhdCI6MTc= zNjgyMTQxMiwiZXhwIjoxNzM3NDI2MjEyLCJhcnRpY2xlSWQiOiJTUFJTMDNUMEFGQjQwMCIsIm= Jjb25uZWN0SWQiOiJFQTExNDNDNTM4NEE0RUY5QTg5RjJEN0IxMTg2MzcwOSJ9.6X_6f_nvyavl= 9Ykh_Je8OFxaVx_z75nM1MiOEr4dOFs&utm_source=3Dtldrnewsletter
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[11]
https://restofworld.org/20= 25/starlink-cheaper-internet-africa/?utm_source=3Dtldrnewsletter
[12] htt= ps://futurism.com/the-byte/bezos-huge-rocket-launch-scrubbed?utm_source=3Dt= ldrnewsletter
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[15]
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Chinese of= ficials will face tough negotiations with the Trump administration - the Ti= kTok negotiations are a potential area for reconciliation =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 =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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<a href=3D"
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https://images.tldr.tech/qawolf50-2.png" valign=3D"middle" style=3D"ver= tical-align: middle !important; height: 100%;" alt=3D"QA Wolf"></a></td></t= r></tbody></table>
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<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2025-01-14</span></strong></h1>
</div>
</td></tr>
<tr id=3D"sponsy-copy"><td class=3D"container" style=3D"padding: 15px 15px;=
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.qawolf.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsl= etter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newsl= etter_CutQACycles_20250114-None_Experiment-FALSE%26utm_term=3Dheadline-CutY= ourQACyclesDownToMinutesWithQAWolf%26utm_content=3DCutQACycles_ScheduleADem= oToLearnMore_None_Headline%253ACutYourQACyclesDownFromHoursToMinutesWithQAW= olf_None_None_None_Newsletter-PrimaryPlacement_20250114_v1/2/01000194649b28= f7-223a1312-cbca-4837-948d-b1786932c226-000000/rgDXDTHDTAZ-mJrbke-ZxSwKtXUv= TpQEHxVM14nmEXo=3D388">
<span>
<strong>=E2=9C=82=EF=B8=8F Cut your=
QA cycles down to minutes with QA Wolf (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
If QA is a bottleneck on your software = engineering team and you're releasing slowly because of it, you need to che=
ck out QA Wolf.<p></p><p>Their fully-managed service gets engineering teams=
to <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawo= lf.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_A= ll_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20250114-N= one_Experiment-FALSE%26utm_term=3Dbody-80PercentAutomatedEndToEndTestCovera= ge%26utm_content=3DCutQACycles_ScheduleADemoToLearnMore_None_Headline%253AC= utYourQACyclesDownFromHoursToMinutesWithQAWolf_None_None_None_Newsletter-Pr= imaryPlacement_20250114_v1/1/01000194649b28f7-223a1312-cbca-4837-948d-b1786= 932c226-000000/e6fiUtGSk_cFrTsrTOv2Ua7Ix2KkFf4TIclC763vDOA=3D388" rel=3D"no= opener noreferrer nofollow" target=3D"_blank"><span>80% automated end-to-en=
d test coverage</span></a> and their AI-native platform helps dev teams <st= rong>ship 5x faster</strong> by reducing QA cycles from hours to minutes.</=
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawol= f.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_Al= l_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20250114-No= ne_Experiment-FALSE%26utm_term=3Dbody-QAWolf%26utm_content=3DCutQACycles_Sc= heduleADemoToLearnMore_None_Headline%253ACutYourQACyclesDownFromHoursToMinu= tesWithQAWolf_None_None_None_Newsletter-PrimaryPlacement_20250114_v1/1/0100= 0194649b28f7-223a1312-cbca-4837-948d-b1786932c226-000000/uBLDpZ0lDAYBscXVqR= xtelZgR0rCMZnp62LD4wmPQIY=3D388" rel=3D"noopener noreferrer nofollow" targe= t=3D"_blank"><span>QA Wolf</span></a> takes testing off your plate. They ca=
n get you:</p>
<li>Unlimited parallel test runs</li>
<li>24-hour maintenance and on-demand test creation</li>
<li>Human-verified bug reports sent directly to your team</li>
<li>Zero flakes guarantee</li>
</ul>
<p>The benefit? No more manual E2E testing. No more slow QA cycles. No more=
bugs reaching production.</p>
<p>With QA Wolf, <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%= 2F%2Fwww.qawolf.com%2Fcase-studies%2Fdrata%3Futm_source=3Dtldr%26utm_medium= =3Dnewsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience= _-_Newsletter_CutQACycles_20250114-None_Experiment-FALSE%26utm_term=3Dbody-= DratasTeamOf80PlusEngineers%26utm_content=3DCutQACycles_ScheduleADemoToLear= nMore_None_Headline%253ACutYourQACyclesDownFromHoursToMinutesWithQAWolf_Non= e_None_None_Newsletter-PrimaryPlacement_20250114_v1/1/01000194649b28f7-223a= 1312-cbca-4837-948d-b1786932c226-000000/1UCj9gHxsKSfhY6OnZgwl3y7z0MWCoE9C7M= kMMaQDBM=3D388" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><spa= n>Drata's team of 80+ engineers</span></a> achieved 4x more test cases and = <strong>86% faster QA cycles</strong>.</p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawol= f.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_Al= l_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20250114-No= ne_Experiment-FALSE%26utm_term=3Dcta-ScheduleADemoToLearnMore%26utm_content= =3DCutQACycles_ScheduleADemoToLearnMore_None_Headline%253ACutYourQACyclesDo= wnFromHoursToMinutesWithQAWolf_None_None_None_Newsletter-PrimaryPlacement_2= 0250114_v1/1/01000194649b28f7-223a1312-cbca-4837-948d-b1786932c226-000000/j= hB7PFTG8F_LrSL0x_FRG6894dm1S4iBxNq9-MkX9t0=3D388" rel=3D"noopener noreferre=
r nofollow" target=3D"_blank"><span>Schedule a demo to learn more</span></a=
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<h1><strong>Big Tech & Startups</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.bloomberg.com%2Fnews%2Farticles%2F2025-01-14%2Fchin= a-discusses-sale-of-tiktok-us-to-musk-as-one-possible-option%3FaccessToken= =3DeyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGV= kQXJ0aWNsZSIsImlhdCI6MTczNjgyMTQxMiwiZXhwIjoxNzM3NDI2MjEyLCJhcnRpY2xlSWQiOi= JTUFJTMDNUMEFGQjQwMCIsImJjb25uZWN0SWQiOiJFQTExNDNDNTM4NEE0RUY5QTg5RjJEN0IxM= Tg2MzcwOSJ9.6X_6f_nvyavl9Ykh_Je8OFxaVx_z75nM1MiOEr4dOFs%26utm_source=3Dtldr= newsletter/1/01000194649b28f7-223a1312-cbca-4837-948d-b1786932c226-000000/7= uAkNz__sDNlmMmzUTddqzTQjF4yokmitjPNjD0nbZc=3D388">
<span>
<strong>China Discusses Sale of Tik= Tok US to Musk as One Possible Option (8 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Chinese officials are evaluating a pote= ntial option that involves Elon Musk acquiring the US operations of TikTok.=
The plan involves X taking control of the platform and running the busines= ses together. It is unclear whether Musk, TikTok, or ByteDance have held an=
y talks about the terms of any possible deal. TikTok may no longer be in By= teDance's sole control. Chinese officials recognize that they will face tou=
gh negotiations with the Trump administration, so they see the TikTok negot= iations as a potential area for reconciliation.
</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%2F2025%2F01%2F13%2Fas-tiktok-faces-us-ban-= chinasr-rednote-tops-apple-app-store.html%3Futm_source=3Dtldrnewsletter/1/0= 1000194649b28f7-223a1312-cbca-4837-948d-b1786932c226-000000/BOb3n30lkcMHBR7= uK4n4cvfMKejx3iD8U45ktuAdfqI=3D388">
<span>
<strong>Users worried about TikTok = ban appear to be downloading a different Chinese social media app (3 minute=
read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Chinese social media app RedNote is at = the top of Apple's app store. RedNote is often thought of as the Chinese eq= uivalent of Instagram. The company was founded in 2013 and had about 300 mi= llion monthly active users in July 2024. It was valued at $17 billion in Ju=
ly - it has raised over $900 million in total funding and has more than 2,0=
00 employees. Many TikTok creators are rushing to find an alternative platf= orm where they can keep posting videos while waiting to see what happens wi=
th TikTok, which faces a potential ban on January 19.
</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%2Frestofworld.org%2F2025%2Fstarlink-cheaper-internet-afri= ca%2F%3Futm_source=3Dtldrnewsletter/1/01000194649b28f7-223a1312-cbca-4837-9= 48d-b1786932c226-000000/PoIcPvDE3-54GWNnIn9b3DnUVwbE9rZesYbs0fpmxmw=3D388">
<span>
<strong>Starlink is now cheaper tha=
n leading internet provider in some African countries (5 minute read)</stro=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Starlink, now available in more than 10=
0 countries, is cheaper than the leading fixed internet service provider in=
at least five of the 16 African countries where the service is available. = The company does not offer fixed rates - it instead adjusts prices to refle=
ct market conditions. Its satellites are able to provide services where gro= und-based internet infrastructure is sparse or nonexistent. Starlink has di= srupted the existing internet service provider industry in Kenya, where it = became so popular that the company had to pause new subscriptions due to ne= twork overload.
</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%2Ffuturism.com%2Fthe-byte%2Fbezos-huge-rocket-launch-scru= bbed%3Futm_source=3Dtldrnewsletter/1/01000194649b28f7-223a1312-cbca-4837-94= 8d-b1786932c226-000000/dHm5mMhBfCvSOltrbCJZp7odjTuSub4ifQMoxzqhUKY=3D388">
<span>
<strong>Bezos' Huge New Rocket Laun=
ch Shut Down Minutes Before Liftoff (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Blue Origin was scheduled to lift off y= esterday morning but the mission was scrubbed right before it was scheduled=
to launch. The company is now troubleshooting a vehicle subsystem issue an=
d reviewing opportunities for its next launch. Blue Origin still has until = January 16 to launch before the currently approved launch window elapses. I=
ts New Glenn rocket has faced many setbacks during its over a decade of dev= elopment.
</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">
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=3Dtldr%26utm_medium= =3Dnewsletter%26utm_campaign=3Dsecondary01132025/1/01000194649b28f7-223a131= 2-cbca-4837-948d-b1786932c226-000000/iMqfrb4dDzETUIiF7AGu-ggLEUNlv7iXNaa82y= anUNI=3D388">
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<strong>Better than an ad? Getting = straight Into millions of tech professionals' inboxes (Sponsor)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Ads on search and social? Expensive and=
overcrowded. TLDR delivers high-trust exposure to 5M+ tech professionals i= nside a newsletter they actually open. No fighting algorithms, just real en= gagement. Want better results from your ad spend? <a href=3D"
https://tracki= ng.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source= =3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dsecondary01132025/2/0100= 0194649b28f7-223a1312-cbca-4837-948d-b1786932c226-000000/5p9gmETzBVM3Lxr3NV= ZtxC127TnXwzHGO3oin-37eNc=3D388" rel=3D"noopener noreferrer nofollow" targe= t=3D"_blank"><span>Learn more.</span></a>
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fcloud.google.com%2Fblog%2Fproducts%2Fai-machine-learnin= g%2Fguide-to-jax-for-pytorch-developers%3Futm_source=3Dtldrnewsletter/1/010= 00194649b28f7-223a1312-cbca-4837-948d-b1786932c226-000000/imxPfXufKL7ZyQAUA= ykSANx5B1P_pBJnbrFsC3zUzXQ=3D388">
<span>
<strong>The PyTorch developer's gui=
de to JAX fundamentals (9 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
JAX is a high-performance numerical com= puting library with a NumPy-like API. While many PyTorch users have heard a= bout JAX, there are not that many straightforward, easy-to-follow tutorials=
. This tutorial helps readers understand the basics of JAX by connecting it=
s concepts to PyTorch building blocks. It explores the basics of the JAX ec= osystem from the PyTorch user and guides users through how to train a simpl=
e neural network with JAX and PyTorch.
</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%2F9YWHIO/1/01000194649b28f7-22= 3a1312-cbca-4837-948d-b1786932c226-000000/oO05fbdIXfbsS-5EqfEPcgejJOmO0cCO6= Tthh1HZCA8=3D388">
<span>
<strong>o1 isn't a chat model (and = that's the point) (13 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
o1 is not a chat model - it's like a re= port generator: give it enough context, tell it what you want outputted, an=
d it'll often nail the solution in one shot. People often approach chat mod= els by starting with a simple question and some context, iterating back and=
forth until the desired output is achieved. o1 needs as much context as po= ssible otherwise it will just take questions at face value and won't try to=
pull context from the user. The most effective way to use o1 is to treat o=
1 like a new hire, give it as much context as possible, and focus on explai= ning what you want the output to be.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =8E=81</span></div></div>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
</div>
</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.zdnet.com%2Farticle%2Fthanks-to-nvidia-theres-a-new= -generation-of-pcs-coming-and-theyll-be-running-linux%2F%3Futm_source=3Dtld= rnewsletter/1/01000194649b28f7-223a1312-cbca-4837-948d-b1786932c226-000000/= ojcenk2CmDgAel-ILyeXDZXhVv1hLMvBGu_K2KNY3E0=3D388">
<span>
<strong>Thanks to Nvidia, there's a=
new generation of PCs coming, and they'll be running Linux (5 minute read)= </strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Nvidia's Project Digits will be powered=
by DGX OS, a customized Ubuntu Linux 22.04 distro. The desktop combines Nv= idia's Blackwell GPU with a 20-core Grace CPU built on the Arm architecture=
. It can develop up to 1 petaflop of AI performance at FP4 precision and su= pport 200-billion-parameter large language models. Nvidia's partnership wit=
h MediaTek will likely lead to a new generation of AI-powered PCs with sign= ificantly enhanced capabilities.
</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%2Fanderegg.ca%2F2025%2F01%2F11%2Fwordpress-is-in-trouble%= 3Futm_source=3Dtldrnewsletter/1/01000194649b28f7-223a1312-cbca-4837-948d-b1= 786932c226-000000/nzh836qarL91F-v6PHFaeFf04P8V7emL12Fm_IL8-aA=3D388">
<span>
<strong>WordPress is in trouble (7 = minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Automattic has announced that it will r= estrict its contributions to the open source version of WordPress - it will=
now put in about 45 hours a week in total, down from nearly 4,000 a week. = The company is aiming to match the estimated hourly contributions of WP Eng= ine as a response to WP Engine's legal response after actions by WordPress = co-creator Matt Mullenweg. While usually, having the community take the lea=
d would be fine, Mullenweg has the final say over some very important parts=
of the WordPress community. While it is fair for Automattic to focus on fo= r-profit projects, Mullenweg still holds all the keys to WordPress. A fork =
is possible, but it will require new community-driven infrastructure.
</span>
</span>
</div>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=E2=9A= =A1</span></div></div>
</td></tr></tbody></table>
<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>Quick Links</strong></h1>
</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%2Farstechnica.com%2Fai%2F2025%2F01%2Fbiden-administration= -puts-quotas-on-global-ai-chip-sales%2F%3Futm_source=3Dtldrnewsletter/1/010= 00194649b28f7-223a1312-cbca-4837-948d-b1786932c226-000000/utXJOVbkKYZIRODpm= lt0BrzixDcdeAD1fNd4WHJ-MGM=3D388">
<span>
<strong>US splits world into three = tiers for AI chip access (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The new regulations set specific numeri= cal limits on AI chip exports, with first-tier countries facing no restrict= ions.
</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.theverge.com%2F24338171%2Faws-ceo-matt-garman-ai-ch= ips-anthropic-cloud-computing-trainium-decoder-podcast-interview%3Futm_sour= ce=3Dtldrnewsletter/1/01000194649b28f7-223a1312-cbca-4837-948d-b1786932c226= -000000/khHql8_wZpdjC74svhKzo5l7cZL1fKd8EboBCT9YioI=3D388">
<span>
<strong>Why CEO Matt Garman is will= ing to bet AWS on AI (65 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
This article contains a transcript of a=
podcast where CEO of Amazon Web Services Matt Garman talks about AI and Am= azon.
</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.theverge.com%2F2025%2F1%2F13%2F24342793%2Fmicrosoft= -ai-engineering-group-coreai-jay-parikh%3Futm_source=3Dtldrnewsletter/1/010= 00194649b28f7-223a1312-cbca-4837-948d-b1786932c226-000000/cWzxSvyVA0NxiY6nH= 9fVvsx4gXBac2WIH4SjAgiIDm8=3D388">
<span>
<strong>Microsoft creates new AI en= gineering group led by former Meta executive (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Former Meta engineering chief Jay Parik=
h will lead Microsoft's new CoreAI =E2=80=93 Platform and Tools division, w= hich will combine the company's Dev, Div, and AI platform teams together wi=
th some employees on the Office of the CTO team to develop an AI platform a=
nd tools.
</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%2Fsearchengineland.com%2Fgoogle-search-market-share-drops= -2024-450497%3Futm_source=3Dtldrnewsletter/1/01000194649b28f7-223a1312-cbca= -4837-948d-b1786932c226-000000/AR_H7_JFl2XfMz_xsStkScyjo5kNYerXlcaakdolX-w= =3D388">
<span>
<strong>Google's search market shar=
e drops below 90% for first time since 2015 (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Google's search market share seems to b=
e fairly consistent in most regions except Asia.
</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%2Fthreadreaderapp.com%2Fthread%2F1875923074635424250.html= %3Futm_source=3Dtldrnewsletter/1/01000194649b28f7-223a1312-cbca-4837-948d-b= 1786932c226-000000/hTkVfAbuUUaPWCciHYfeVw5727NKi7CTzxDMavwaq04=3D388">
<span>
<strong>Here's a working game of Te= tris inside a PDF (1 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
It has keyboard controls and should wor=
k on most browsers.
</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%2Frohan.ga%2Fblog%2Fcritique%2F%3Futm_source=3Dtldrnewsle= tter/1/01000194649b28f7-223a1312-cbca-4837-948d-b1786932c226-000000/jxnGZ9v= 9WRD-EZT3RU6zNtqv0z2GuesPavPZtzjZ0pc=3D388">
<span>
<strong>What I Would Tell the Front= ier Labs (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Humans learn by doing - AI short circui=
ts the process and this could slowly erode our ability to think differently=
.
</span>
</span>
</div>
</td></tr></tbody></table>
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