To : All

Subj : Inside DeepSeek 🤖, iPhone SE 4 leaks 📱, Nvidia's $600B loss 📉
To : All
From : TLDR
Date : Tue Jan 28 2025 11:39 am

--aG9LMPNr
Content-Type: text/plain; charset=utf-8
Content-Transfer-Encoding: quoted-printable

DeepSeek's R1 model caused a meltdown in the tech industry over the
weeke=
nd. DeepSeek-V2 introduced two important
breakthroughs=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

Si=
gn Up [1] |Advertise [2]|View Online [3]=20

=09=09TLDR=20

=09=09TOGET=
HER WITH [Vanta] [4]

TLDR 2025-01-28

UNLOCKING THE ROI OF GRC (S=
PONSOR) [4]=20

According to IDC's recent analysis [5], Vanta delivers a=
n average of
$535,000 in annual benefits and a 526% return on investment =
by
automating compliance, streamlining security tasks, and centralizing=

visibility across GRC programs.

Join the live event [4] on Feb 27 t=
o discover how Vanta empowers
organizations to achieve exceptional result=
s in their Governance,
Risk, and Compliance (GRC) programs.

Save you=
r spot [4].

=F0=9F=93=B1=20

BIG TECH & STARTUPS

DEEPSEEK FAQ =
(37 MINUTE READ) [6]=20

DeepSeek's R1 model, which is similar to OpenAI=
's o1, caused a
meltdown in the tech industry over the weekend. Many of t=
he
revelations that contributed to the meltdown were included in
DeepSe=
ek's announcement over Christmas and most of the breakthroughs
in V3 were=
actually revealed with the release of the V2 model last
January. DeepSee=
k-V2 introduced two important breakthroughs,
DeepSeekMoE and DeepSeekMLA =
- the implications of these breakthroughs
only became apparent with V3, w=
hich added a new approach to load
balancing and multi-token prediction in=
training. The cost of training
the model amounted to only $5.576 million=
, but that excludes the costs
associated with prior research, experiments=
, and data. Many of the
decisions DeepSeek made in training its model wer=
e due to the
constraints of the chip ban - if DeepSeek had access to more=
powerful
chips, it probably would have used a different method.=20

I=
PHONE SE 4 APPEARS IN NEW PHOTOS AND VIDEO, NOTCH AND ALL (2 MINUTE
READ)=
[7]=20

A leaker shared a short video of the new iPhone SE over the wee=
kend.
Unlike previous models, the device appears to only have a single re=
ar
camera. It is the first iPhone SE model to feature a USB-C port. The=

device uses Apple's older notched display rather than the Dynamic
Isla=
nd design. Rumors point to a launch around March or April. The
video is a=
vailable in the article.=20

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

SCIENCE & FUTURISTIC TECH=
NOLOGY

HUGE STUDY FINDS CONSTELLATION OF HEALTH BENEFITS FOR OZEMPIC =
BEYOND
WEIGHT LOSS (3 MINUTE READ) [8]=20

A new study that tracked mi=
llions of diabetes patient outcomes over a
period of 3.5 years found that=
those on GLP-1 medications saw
significant improvements across a stagger=
ing range of health concerns,
far beyond anything clearly linked to weigh=
t or blood sugar. The
patients experienced improvements in addiction and =
psychotic disorders
and the risk of Alzheimer's was decreased. GLP-1RA dr=
ugs act on
receptors that are expressed in brain areas involved in impuls=
e
control, reward, and addiction, which may potentially explain their
e=
ffectiveness in curbing appetite and addiction disorders. While the
findi=
ngs are positive, the researchers found some issues that seemed
to be exa=
cerbated by taking GLP-1s, including an increase in risk for
arthritis an=
d pancreatitis.=20

WITH SUCCESSFUL NEW GLENN FLIGHT, BLUE ORIGIN MAY FI=
NALLY BE TURNING
THE CORNER (13 MINUTE READ) [9]=20

Blue Origin is fi=
nally a real rocket company with the successful
launch of New Glenn. The =
company's next steps will be to get better at
building engines and rocket=
s and flying New Glenn regularly. Its
current priorities are rate manufac=
turing and driving urgency around
building the 'machine that builds the m=
achine'. Blue Origin is the
world's largest single-donor nonprofit, so it=
has zero incentive to
operate like SpaceX.=20

=F0=9F=92=BB=20

PROG=
RAMMING, DESIGN & DATA SCIENCE

FREE WHITEPAPER: LEARN HOW BOAT PLATFO=
RMS ARE SAVING YOUR COMPETITION
THOUSANDS OF HOURS (SPONSOR) [10]=20

=
Business Orchestration and Automation Technologies (BOAT) combine
busines=
s process automation, robotic process automation, and
integration PaaS in=
to a single solution =E2=80=93 making hundreds of manual
tasks obsolete. =
Camunda's whitepaper [10] reveals how BOAT platforms
unify systems/stream=
line workflows, why the market embraces
orchestration platforms, and what=
the best process architecture looks
like. Get the whitepaper [10]=20

=
MICROSOFT BUILDS OPEN SOURCE DOCUMENT DATABASE ON POSTGRESQL,
SUGGESTS F=
ERRETDB AS FRONT END (3 MINUTE READ) [11]=20

Developers looking to buil=
d something new on a document database now
have more alternatives to choo=
se from. Microsoft has launched a
document database platform constructed =
on a relational PostgreSQL back
end. It has suggested that users kick thi=
ngs off by implementing a
FerretDB solution on the platform to get starte=
d. Microsoft has been
increasingly accepting of the open source world. Th=
e joint development
between Microsoft, PostgreSQL, and FerretDB is a thre=
at to
source-available MongoDB and Couchbase.=20

MY FAILED ATTEMPT TO=
SHRINK ALL NPM PACKAGES BY 5% (12 MINUTE READ)
[12]=20

Developer Eva=
n Hahn proposed an idea in 2022 that could decrease the
size of all newly=
-published npm packages by about 5%. Despite it being
completely backward=
s compatible, improving performance, and reducing
storage costs, the npm =
maintainers rejected the proposal. Hahn had
thought the idea was great un=
til he received feedback - implementing
his idea would be difficult and w=
ould make publishing much slower. The
changes would also not retroactivel=
y apply to existing packages. After
receiving feedback and thinking about=
the tradeoffs, Hahn felt that
the idea wasn't worth it and closed the pr=
oposal.=20

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

MISCELLANEOUS

META IS REPORTEDLY SCR=
AMBLING =E2=80=98WAR ROOMS' OF ENGINEERS TO FIGURE
OUT HOW DEEPSEEK'S AI =
IS BEATING EVERYONE ELSE AT A FRACTION OF THE
PRICE (2 MINUTE READ) [13] =

Meta's Mark Zuckerberg responded to the release of DeepSeek R1 by
=
assembling four war rooms of engineers to figure out how the Chinese
hedg=
e fund built the AI. DeepSeek's model may potentially outperform
the next=
version of Meta's Llama AI due to be released in early 2025.
Meta is wor=
king on deciphering how DeepSeek lowered the cost of
training and running=
its model, finding out what data the Chinese lab
used to train its model=
, and how Meta can restructure its models based
on the attributes of the =
DeepSeek models. Zuckerberg recently
announced that Meta would spend as m=
uch as $65 billion on AI-related
projects in the coming year, just days a=
fter OpenAI, SoftBank, Oracle,
and others announced a $500 billion White-=
house backed AI
infrastructure project.=20

NVIDIA SHEDS ALMOST $600 B=
ILLION IN MARKET CAP, BIGGEST ONE-DAY LOSS
IN U.S. HISTORY (4 MINUTE READ=
) [14]=20

Nvidia experienced the biggest market cap drop for any compan=
y on a
single day in US history on Monday when it lost close to $600 bill=
ion
in market cap. Its stock price plummeted 17% and caused a 3.1% slide=

in the tech-heavy NASDAQ. The sell-off was sparked by DeepSeek
present=
ing increased competition in the global AI industry. The
Chinese AI lab r=
eleased a free and open source large language model
that only took two mo=
nths and less than $6 million to build using
Nvidia H800s. The release ha=
s caused investors to rethink spending on
compute.=20

=E2=9A=A1=20

=
QUICK LINKS

NEW PEBBLE SMARTWATCH IS COMING AS GOOGLE OPENS SOURCE CO=
DE (2 MINUTE
READ) [15]=20

Google has released the source code for Pe=
bble OS to help the
volunteer efforts that have kept Pebble smartwatches =
alive and running
for the past several years.=20

OPENHAYSTACK (GITHUB=
REPO) [16]=20

OpenHaystack allows users to create their own tracking t=
ags for
Apple's Find My network.=20

VIRAL AI COMPANY DEEPSEEK RELEASE=
S NEW IMAGE MODEL FAMILY (2 MINUTE
READ) [17]=20

DeepSeek's new multi=
modal AI models reportedly outperform OpenAI's
DALL-E 3.=20

GROK 3 SE=
EMINGLY WENT LIVE FOR SOME USERS (3 MINUTE READ) [18]=20

Several users =
on X briefly gained access to Grok 3 over the weekend -
users managed to =
get it to respond to a few questions before their
access was revoked.=20
=

SHUNPO (GITHUB REPO) [19]=20

Shunpo is a bash tool that makes direc=
tory navigation in terminal
faster by providing a system for managing boo=
kmarks and jumping to
directories with just a few keystrokes.=20

DEEP=
SEEK V3 AND THE ACTUAL COST OF TRAINING FRONTIER AI MODELS (19
MINUTE REA=
D) [20]=20

DeepSeek shows that a lot of the modern AI pipeline is not m=
agic and
that cutting-edge AI is not restricted to a select cohort of the=
San
Francisco in-group.=20

Love TLDR? Tell your friends and get rewar=
ds!

Share your referral link below with friends to get free TLDR swag=
!=20

https://refer.tldr.tech/1fd848fa/ [21]=20

=09=09 Track your ref=
errals here. [22]=20

Want to advertise in TLDR? =F0=9F=93=B0

If yo=
ur company is interested in reaching an audience of tech
executives, deci=
sion-makers and engineers, you may want to ADVERTISE
WITH US [23].=20

=
Want to work at TLDR? =F0=9F=92=BC

APPLY HERE [24] or send a friend's=
resume to [email protected] and get
$1k if we hire them!=20

If you have=
any comments or feedback, just respond to this email!=20

Thanks for rea=
ding,=20
Dan Ni [25] & Stephen Flanders [26]=20

Manage your subscriptio=
ns [27] to our other newsletters on tech,
startups, and programming. Or i=
f TLDR isn't for you, please
unsubscribe [28].=20

=20

Links:
----=
--
[1] https://tldr.tech/signup?utm_source=3Dtldr
[2] https://advertise=
.tldr.tech/?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3Dadvert=
isetopnav
[3] https://a.tldrnewsletter.com/web-version?ep=3D1&lc=3Db5bb39=
ac-a04f-11ee-8692-6388dbdd6fd1&p=3Dbfb2bff2-dd57-11ef-b31a-e118b5ad8f5c&pt=
=3Dcampaign&t=3D1738064352&s=3D0877b48c1cb53fd611a7469aea4e6bb8cbc7d7ca4ae3=
1dba770b95d6f005bb9d
[4] https://www.vanta.com/webinars/business-value-of=
-vanta?utm_campaign=3Didc-business-value&utm_source=3Dtldr&utm_medium=3Dnew=
sletter
[5] https://www.vanta.com/lp/idc-business-value-roi-white-paper?u=
tm_campaign=3Didc-business-value&utm_source=3Dtldr&utm_medium=3Dnewsletter=

[6] https://stratechery.com/2025/deepseek-faq/?utm_source=3Dtldrnewslett=
er
[7] https://www.theverge.com/2025/1/27/24352767/iphone-se-4-leak-photo=
s-videos-dummy-notch-dynamic-island-camera?utm_source=3Dtldrnewsletter
[8=
] https://futurism.com/neoscope/glp-1-ozempic-benefits-map?utm_source=3Dtld=
rnewsletter
[9] https://arstechnica.com/features/2025/01/after-the-succes=
s-of-new-glenn-blue-origin-to-focus-on-launching-frequently/?utm_source=3Dt=
ldrnewsletter
[10] https://page.camunda.com/wp-automation-leaders-guide-t=
o-boat?utm_medium=3Dpaid_leadgen&utm_source=3Dtldr&utm_campaign=3DGuide.Aut=
omationLeadersGuidetoBOAT.24Q4.EN&utm_content=3Djan_newsletter
[11] https=
://www.theregister.com/2025/01/27/microsoft_builds_open_source_document/?ut=
m_source=3Dtldrnewsletter
[12] https://evanhahn.com/my-failed-attempt-to-=
shrink-all-npm-packages-by-5-percent/?utm_source=3Dtldrnewsletter
[13] ht=
tps://www.msn.com/en-us/money/other/meta-is-reportedly-scrambling-war-rooms=
-of-engineers-to-figure-out-how-deepseek-s-ai-is-beating-everyone-else-at-a=
-fraction-of-the-price/ar-AA1xXuJY?ocid=3Da2hs&utm_source=3Dtldrnewsletter=

[14] https://www.cnbc.com/2025/01/27/nvidia-sheds-almost-600-billion-in-=
market-cap-biggest-drop-ever.html?utm_source=3Dtldrnewsletter
[15] https:=
//9to5google.com/2025/01/27/pebble-smartwatch-2025-google-open-source-code/=
?utm_source=3Dtldrnewsletter
[16] https://github.com/seemoo-lab/openhayst=
ack?utm_source=3Dtldrnewsletter
[17] https://techcrunch.com/2025/01/27/vi=
ral-ai-company-deepseek-releases-new-image-model-family/?utm_source=3Dtldrn=
ewsletter
[18] https://techcrunch.com/2025/01/27/grok-3-seemingly-went-li=
ve-for-some-users/?utm_source=3Dtldrnewsletter
[19] https://github.com/eg=
urapha/Shunpo?utm_source=3Dtldrnewsletter
[20] https://www.interconnects.=
ai/p/deepseek-v3-and-the-actual-cost-of?utm_source=3Dtldrnewsletter
[21] =
https://refer.tldr.tech/1fd848fa/
[22] https://hub.sparklp.co/sub_32edf8d=
d66ae/1
[23] https://advertise.tldr.tech/?utm_source=3Dtldr&utm_medium=3D=
newsletter&utm_campaign=3Dadvertisecta
[24] https://jobs.ashbyhq.com/tldr=
.tech
[25] https://twitter.com/tldrdan
[26] https://twitter.com/SteveFl=
anders22
[27] https://tldr.tech/tech/manage?email=3Dtldr%40synchro.net
=
[28] https://a.tldrnewsletter.com/unsubscribe?ep=3D1&l=3Dcfa2d55a-b7be-11e8=
-a3c9-06b79b628af2&lc=3Db5bb39ac-a04f-11ee-8692-6388dbdd6fd1&p=3Dbfb2bff2-d=
d57-11ef-b31a-e118b5ad8f5c&pt=3Dcampaign&pv=3D4&spa=3D1738062072&t=3D173806=
4352&s=3D9ee30a7e6c42be9f3b8ca99b38e0948567578129d63b3195d78079e66774de1d
--aG9LMPNr
Content-Type: text/html; charset=utf-8
Content-Transfer-Encoding: quoted-printable

<!DOCTYPE html><html lang=3D"en"><head><meta http-equiv=3D"Content-Type" co=
ntent=3D"text/html charset=3DUTF-8"><meta charset=3D"UTF-8"><meta name=3D"v=
iewport" content=3D"width=3Ddevice-width"><meta name=3D"x-apple-disable-mes=
sage-reformatting"><title>TLDR</title><meta name=3D"color-scheme" content=
=3D"light dark"><meta name=3D"supported-color-schemes" content=3D"light dar=
k"><style type=3D"text/css">
=09=09=09:root {
=09=09=09=09color-scheme: light dark; supported-color-schemes: light dark;
=09=09=09}
=09=09=09
=09=09=09*,
=09=09=09*:after,
=09=09=09*:before {
=09=09=09=09-webkit-box-sizing: border-box; -moz-box-sizing: border-box; bo=
x-sizing: border-box;
=09=09=09}
=09=09=09
=09=09=09* {
=09=09=09=09-ms-text-size-adjust: 100%; -webkit-text-size-adjust: 100%;
=09=09=09}
=09=09=09
=09=09=09html,
=09=09=09body,
=09=09=09.document {
=09=09=09=09width: 100% !important; height: 100% !important; margin: 0; pad=
ding: 0;
=09=09=09}
=09=09=09
=09=09=09body {
=09=09=09=09-webkit-font-smoothing: antialiased; -moz-osx-font-smoothing: g=
rayscale; text-rendering: optimizeLegibility;
=09=09=09}
=09=09=09
=09=09=09div[style*=3D"margin: 16px 0"] {
=09=09=09=09margin: 0 !important;
=09=09=09}
=09=09=09
=09=09=09table,
=09=09=09td {
=09=09=09=09mso-table-lspace: 0pt; mso-table-rspace: 0pt;
=09=09=09}
=09=09=09
=09=09=09table {
=09=09=09=09border-spacing: 0; border-collapse: collapse; table-layout: fix=
ed; margin: 0 auto;
=09=09=09}
=09=09=09
=09=09=09img {
=09=09=09=09-ms-interpolation-mode: bicubic; max-width: 100%; border: 0;
=09=09=09}
=09=09=09
=09=09=09*[x-apple-data-detectors] {
=09=09=09=09color: inherit !important; text-decoration: none !important;
=09=09=09}
=09=09=09
=09=09=09.x-gmail-data-detectors,
=09=09=09.x-gmail-data-detectors *,
=09=09=09.aBn {
=09=09=09=09border-bottom: 0 !important; cursor: default !important;
=09=09=09}
=09=09=09
=09=09=09.btn {
=09=09=09=09-webkit-transition: all 200ms ease; transition: all 200ms ease;
=09=09=09}
=09=09=09
=09=09=09.btn:hover {
=09=09=09=09background-color: #f67575; border-color: #f67575;
=09=09=09}
=09=09=09
=09=09=09* {
=09=09=09=09font-family: Arial, Helvetica, sans-serif; font-size: 18px;
=09=09=09}
=09=09=09
=09=09=09@media screen and (max-width: 600px) {
=09=09=09=09.container {
=09=09=09=09=09width: 100%; margin: auto;
=09=09=09=09}
=09=09=09=09.stack {
=09=09=09=09=09display: block!important; width: 100%!important; max-width: =
100%!important;
=09=09=09=09}
=09=09=09=09.btn {
=09=09=09=09=09display: block; width: 100%; text-align: center;
=09=09=09=09}
=09=09=09}
=09=09=09
=09=09=09body,
=09=09=09p,
=09=09=09td,
=09=09=09tr,
=09=09=09.body,
=09=09=09table,
=09=09=09h1,
=09=09=09h2,
=09=09=09h3,
=09=09=09h4,
=09=09=09h5,
=09=09=09h6,
=09=09=09div,
=09=09=09span {
=09=09=09=09background-color: #FEFEFE !important; color: #010101 !important=
;
=09=09=09}
=09=09=09
=09=09=09@media (prefers-color-scheme: dark) {
=09=09=09=09body,
=09=09=09=09p,
=09=09=09=09td,
=09=09=09=09tr,
=09=09=09=09.body,
=09=09=09=09table,
=09=09=09=09h1,
=09=09=09=09h2,
=09=09=09=09h3,
=09=09=09=09h4,
=09=09=09=09h5,
=09=09=09=09h6,
=09=09=09=09div,
=09=09=09=09span {
=09=09=09=09=09background-color: #27292D !important; color: #FEFEFE !import=
ant;
=09=09=09=09}
=09=09=09}
=09=09=09
=09=09=09a {
=09=09=09=09color: inherit !important; text-decoration: underline !importan=
t;
=09=09=09}

=09=09</style></head><body class=3D"">

<div style=3D"display: none; max-height: 0px; overflow: hidden;">DeepSeek&#=
039;s R1 model caused a meltdown in the tech industry over the weekend. Dee=
pSeek-V2 introduced two important breakthroughs =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>

<div style=3D"display: none; max-height: 0px; overflow: hidden;">
<br>
</div>

<table align=3D"center" class=3D"document"><tbody><tr><td valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" cl=
ass=3D"container" width=3D"600"><tbody><tr class=3D"inner-body"><td>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi=
dth=3D"100%"><tbody><tr class=3D"header"><td bgcolor=3D"" class=3D"containe=
r">

<table width=3D"100%"><tbody><tr><td class=3D"container">

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" style=3D"margin-top: 0px;" width=3D"100%"><tbody><tr><td style=
=3D"padding: 0px;">

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi=
ng: 15px 15px;">
<div style=3D"text-align: center;">
<span style=3D"margin-right: 0px;"><a href=3D"https://tracking.tldrnewslett=
er.com/CL0/https:%2F%2Ftldr.tech%2Fsignup%3Futm_source=3Dtldr/1/01000194acb=
55478-2a52a960-98ab-44d6-9620-7a09f2705b54-000000/t1-Q1_DU7srcPFFJr64SYCFxg=
fymgKctLl6NKRhR-Ks=3D389" rel=3D"noopener noreferrer" target=3D"_blank"><sp=
an>Sign Up</span></a>
<span>|</span><span style=3D"margin-right: 2px; margin-left: 2px;"><a href=
=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech=
%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dadvertis=
etopnav/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b54-000000/26Yy=
zLkDIccANKUROgcC6byHy_BTCqFwpZBCOMO-W-A=3D389" rel=3D"noopener noreferrer" =
target=3D"_blank"><span>Advertise</span></a></span><span>|</span><span styl=
e=3D"margin-left: 2px;"><a href=3D"https://tracking.tldrnewsletter.com/CL0/=
https:%2F%2Fa.tldrnewsletter.com%2Fweb-version%3Fep=3D1%26lc=3Db5bb39ac-a04=
f-11ee-8692-6388dbdd6fd1%26p=3Dbfb2bff2-dd57-11ef-b31a-e118b5ad8f5c%26pt=3D=
campaign%26t=3D1738064352%26s=3D0877b48c1cb53fd611a7469aea4e6bb8cbc7d7ca4ae=
31dba770b95d6f005bb9d/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b=
54-000000/LcX_inuFKTwO1H5Pd3Qfu1P5cuKb1pO86yPbf0FPIyM=3D389"><span>View Onl=
ine</span></a></span>
<br>
</span></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"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>
<br>
</td></tr></tbody></table>

<br>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr id=3D"together-with"><td align=3D"cent=
er" height=3D"20" style=3D"vertical-align:middle !important;" valign=3D"mid=
dle" width=3D"100%"><strong style=3D"vertical-align:middle !important; heig=
ht: 100%;">Together With </strong>
<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.vanta.co=
m%2Fwebinars%2Fbusiness-value-of-vanta%3Futm_campaign=3Didc-business-value%=
26utm_source=3Dtldr%26utm_medium=3Dnewsletter/1/01000194acb55478-2a52a960-9=
8ab-44d6-9620-7a09f2705b54-000000/6O5oqaKe-MMlrKTMBRh_Zbw3rCq0tC9DLBt-wslKM=
Kc=3D389"><img src=3D"https://images.tldr.tech/vanta50.png" valign=3D"middl=
e" style=3D"vertical-align: middle !important; height: 100%;" alt=3D"Vanta"=
></a></td></tr></tbody></table>

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

<h1><strong>TLDR <span id=3D"date">2025-01-28</span></strong></h1>
</div>
</td></tr>
<tr id=3D"sponsy-copy"><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.vanta.com%2Fwebinars%2Fbusiness-value-of-vanta%3Fut=
m_campaign=3Didc-business-value%26utm_source=3Dtldr%26utm_medium=3Dnewslett=
er/2/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b54-000000/myOO1-T3K=
hygroNKGQQG8XpjJoUuDCypQp1VYP9uiaU=3D389">
<span>
<strong>Unlocking the ROI of GRC (S=
ponsor)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
According to <a href=3D"https://trackin=
g.tldrnewsletter.com/CL0/https:%2F%2Fwww.vanta.com%2Flp%2Fidc-business-valu=
e-roi-white-paper%3Futm_campaign=3Didc-business-value%26utm_source=3Dtldr%2=
6utm_medium=3Dnewsletter/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f27=
05b54-000000/XMcynG3bfhtYLs6I7t5naKRhGcSa8Dm0wXlzlRwuMlM=3D389" rel=3D"noop=
ener noreferrer nofollow" target=3D"_blank"><span>IDC's recent analysis</sp=
an></a>, Vanta delivers an average of $535,000 in annual benefits and a 526=
% return on investment by automating compliance, streamlining security task=
s, and centralizing visibility across GRC programs.

<p></p>

<p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.vanta=
.com%2Fwebinars%2Fbusiness-value-of-vanta%3Futm_campaign=3Didc-business-val=
ue%26utm_source=3Dtldr%26utm_medium=3Dnewsletter/3/01000194acb55478-2a52a96=
0-98ab-44d6-9620-7a09f2705b54-000000/ZMd5d96rp_pjIinTTECtOcVb-2PaNL30kzXzzT=
wHOEg=3D389" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>J=
oin the live event</span></a> on Feb 27 to discover how Vanta empowers orga=
nizations to achieve exceptional results in their Governance, Risk, and Com=
pliance (GRC) programs.</p>

<p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.vanta=
.com%2Fwebinars%2Fbusiness-value-of-vanta%3Futm_campaign=3Didc-business-val=
ue%26utm_source=3Dtldr%26utm_medium=3Dnewsletter/4/01000194acb55478-2a52a96=
0-98ab-44d6-9620-7a09f2705b54-000000/Hu8E129HqCuqWe23dDgPFW1UI4qk3tTzsOHzlp=
4Da0Q=3D389" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>S=
ave your spot</span></a>.

</p>
</span></span></div>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr>
<tr bgcolor=3D""><td class=3D"container">

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr><td style=3D"padding: 0px;">

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi=
ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F=
=93=B1</span></div></div>
</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi=
ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;">

<h1><strong>Big Tech & 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%2Fstratechery.com%2F2025%2Fdeepseek-faq%2F%3Futm_source=
=3Dtldrnewsletter/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b54-0=
00000/URWZDR-GQ883PUcXNIU_rvu0IpbNt-eKYty73gLijuM=3D389">
<span>
<strong>DeepSeek FAQ (37 minute rea=
d)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
DeepSeek's R1 model, which is similar t=
o OpenAI's o1, caused a meltdown in the tech industry over the weekend. Man=
y of the revelations that contributed to the meltdown were included in Deep=
Seek's announcement over Christmas and most of the breakthroughs in V3 were=
actually revealed with the release of the V2 model last January. DeepSeek-=
V2 introduced two important breakthroughs, DeepSeekMoE and DeepSeekMLA - th=
e implications of these breakthroughs only became apparent with V3, which a=
dded a new approach to load balancing and multi-token prediction in trainin=
g. The cost of training the model amounted to only $5.576 million, but that=
excludes the costs associated with prior research, experiments, and data. =
Many of the decisions DeepSeek made in training its model were due to the c=
onstraints of the chip ban - if DeepSeek had access to more powerful chips,=
it probably would have used a different method.
</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%2F27%2F24352767%2Fiphone-se=
-4-leak-photos-videos-dummy-notch-dynamic-island-camera%3Futm_source=3Dtldr=
newsletter/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b54-000000/N=
qQrFIA1r-yqDxsfYIb0wt6CdCuJ0-S5b6cV--TAkxI=3D389">
<span>
<strong>iPhone SE 4 appears in new =
photos and video, notch and all (2 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
A leaker shared a short video of the ne=
w iPhone SE over the weekend. Unlike previous models, the device appears to=
only have a single rear camera. It is the first iPhone SE model to feature=
a USB-C port. The device uses Apple's older notched display rather than th=
e Dynamic Island design. Rumors point to a launch around March or April. Th=
e video is available in the article.
</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=
=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%2Ffuturism.com%2Fneoscope%2Fglp-1-ozempic-benefits-map%3F=
utm_source=3Dtldrnewsletter/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09=
f2705b54-000000/3zGmgxUQdzbwOm_j40Sau121MGM4vaek1r1zZZsnyjc=3D389">
<span>
<strong>Huge Study Finds Constellat=
ion of Health Benefits for Ozempic Beyond Weight Loss (3 minute read)</stro=
ng>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
A new study that tracked millions of di=
abetes patient outcomes over a period of 3.5 years found that those on GLP-=
1 medications saw significant improvements across a staggering range of hea=
lth concerns, far beyond anything clearly linked to weight or blood sugar. =
The patients experienced improvements in addiction and psychotic disorders =
and the risk of Alzheimer's was decreased. GLP-1RA drugs act on receptors t=
hat are expressed in brain areas involved in impulse control, reward, and a=
ddiction, which may potentially explain their effectiveness in curbing appe=
tite and addiction disorders. While the findings are positive, the research=
ers found some issues that seemed to be exacerbated by taking GLP-1s, inclu=
ding an increase in risk for arthritis and pancreatitis.
</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%2Farstechnica.com%2Ffeatures%2F2025%2F01%2Fafter-the-succ=
ess-of-new-glenn-blue-origin-to-focus-on-launching-frequently%2F%3Futm_sour=
ce=3Dtldrnewsletter/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b54=
-000000/WaFoQ67rjGhUkWz0G4Uv96UlAoBwi44n8wu2xdDcgsc=3D389">
<span>
<strong>With successful New Glenn f=
light, Blue Origin may finally be turning the corner (13 minute read)</stro=
ng>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Blue Origin is finally a real rocket co=
mpany with the successful launch of New Glenn. The company's next steps wil=
l be to get better at building engines and rockets and flying New Glenn reg=
ularly. Its current priorities are rate manufacturing and driving urgency a=
round building the 'machine that builds the machine'. Blue Origin is the wo=
rld's largest single-donor nonprofit, so it has zero incentive to operate l=
ike SpaceX.
</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=
=92=BB</span></div></div>
</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi=
ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;">

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

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

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi=
dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
;">
<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fpage.camunda.com%2Fwp-automation-leaders-guide-to-boat%=
3Futm_medium=3Dpaid_leadgen%26utm_source=3Dtldr%26utm_campaign=3DGuide.Auto=
mationLeadersGuidetoBOAT.24Q4.EN%26utm_content=3Djan_newsletter/1/01000194a=
cb55478-2a52a960-98ab-44d6-9620-7a09f2705b54-000000/4tjzSigMCFL3DlqXDia1BWC=
8Ojn43-f9xOX9Xwql1_s=3D389">
<span>
<strong>Free Whitepaper: Learn How =
BOAT Platforms Are Saving Your Competition Thousands of Hours (Sponsor)</st=
rong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Business Orchestration and Automation T=
echnologies (BOAT) combine business process automation, robotic process aut=
omation, and integration PaaS into a single solution =E2=80=93 making hundr=
eds of manual tasks obsolete. <a href=3D"https://tracking.tldrnewsletter.co=
m/CL0/https:%2F%2Fpage.camunda.com%2Fwp-automation-leaders-guide-to-boat%3F=
utm_medium=3Dpaid_leadgen%26utm_source=3Dtldr%26utm_campaign=3DGuide.Automa=
tionLeadersGuidetoBOAT.24Q4.EN%26utm_content=3Djan_newsletter/2/01000194acb=
55478-2a52a960-98ab-44d6-9620-7a09f2705b54-000000/d3_fQb1UGCybIeVjlOj1_W-uQ=
GVMaMCMQQoTQGlkKwM=3D389" rel=3D"noopener noreferrer nofollow" target=3D"_b=
lank"><span>Camunda's whitepaper</span></a> reveals how BOAT platforms unif=
y systems/streamline workflows, why the market embraces orchestration platf=
orms, and what the best process architecture looks like. <a href=3D"https:/=
/tracking.tldrnewsletter.com/CL0/https:%2F%2Fpage.camunda.com%2Fwp-automati=
on-leaders-guide-to-boat%3Futm_medium=3Dpaid_leadgen%26utm_source=3Dtldr%26=
utm_campaign=3DGuide.AutomationLeadersGuidetoBOAT.24Q4.EN%26utm_content=3Dj=
an_newsletter/3/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b54-00000=
0/CIaOXfsP91AavJl6P6GAvX7n4K-iq7oQbsZq3pYyuHQ=3D389" rel=3D"noopener norefe=
rrer nofollow" target=3D"_blank"><span>Get the whitepaper</span></a>
</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.theregister.com%2F2025%2F01%2F27%2Fmicrosoft_builds=
_open_source_document%2F%3Futm_source=3Dtldrnewsletter/1/01000194acb55478-2=
a52a960-98ab-44d6-9620-7a09f2705b54-000000/svp4AUUa6o7MWstDV2kNmVcyMvRwL7Zk=
4IHbKM2klvU=3D389">
<span>
<strong>Microsoft builds open sourc=
e document database on PostgreSQL, suggests FerretDB as front end (3 minute=
read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Developers looking to build something n=
ew on a document database now have more alternatives to choose from. Micros=
oft has launched a document database platform constructed on a relational P=
ostgreSQL back end. It has suggested that users kick things off by implemen=
ting a FerretDB solution on the platform to get started. Microsoft has been=
increasingly accepting of the open source world. The joint development bet=
ween Microsoft, PostgreSQL, and FerretDB is a threat to source-available Mo=
ngoDB and Couchbase.
</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%2Fevanhahn.com%2Fmy-failed-attempt-to-shrink-all-npm-pack=
ages-by-5-percent%2F%3Futm_source=3Dtldrnewsletter/1/01000194acb55478-2a52a=
960-98ab-44d6-9620-7a09f2705b54-000000/x2GJ2NhK1MdzHq5InSg6dCaB4aCa7wjzUREB=
I08uFSU=3D389">
<span>
<strong>My failed attempt to shrink=
all npm packages by 5% (12 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Developer Evan Hahn proposed an idea in=
2022 that could decrease the size of all newly-published npm packages by a=
bout 5%. Despite it being completely backwards compatible, improving perfor=
mance, and reducing storage costs, the npm maintainers rejected the proposa=
l. Hahn had thought the idea was great until he received feedback - impleme=
nting his idea would be difficult and would make publishing much slower. Th=
e changes would also not retroactively apply to existing packages. After re=
ceiving feedback and thinking about the tradeoffs, Hahn felt that the idea =
wasn't worth it and closed the proposal.
</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.msn.com%2Fen-us%2Fmoney%2Fother%2Fmeta-is-reportedl=
y-scrambling-war-rooms-of-engineers-to-figure-out-how-deepseek-s-ai-is-beat=
ing-everyone-else-at-a-fraction-of-the-price%2Far-AA1xXuJY%3Focid=3Da2hs%26=
utm_source=3Dtldrnewsletter/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09=
f2705b54-000000/41RyU0TCTRbroastnQ9SvoUohWihynJsaTeqmGOffU4=3D389">
<span>
<strong>Meta is reportedly scrambli=
ng =E2=80=98war rooms' of engineers to figure out how DeepSeek's AI is beat=
ing everyone else at a fraction of the price (2 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Meta's Mark Zuckerberg responded to the=
release of DeepSeek R1 by assembling four war rooms of engineers to figure=
out how the Chinese hedge fund built the AI. DeepSeek's model may potentia=
lly outperform the next version of Meta's Llama AI due to be released in ea=
rly 2025. Meta is working on deciphering how DeepSeek lowered the cost of t=
raining and running its model, finding out what data the Chinese lab used t=
o train its model, and how Meta can restructure its models based on the att=
ributes of the DeepSeek models. Zuckerberg recently announced that Meta wou=
ld spend as much as $65 billion on AI-related projects in the coming year, =
just days after OpenAI, SoftBank, Oracle, and others announced a $500 billi=
on White-house backed AI infrastructure project.
</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%2F27%2Fnvidia-sheds-almost-600=
-billion-in-market-cap-biggest-drop-ever.html%3Futm_source=3Dtldrnewsletter=
/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b54-000000/i4o-luvWEwR=
DoHwy5NnkvUYZ5CksD1ztMxfGtUaAmUM=3D389">
<span>
<strong>Nvidia sheds almost $600 bi=
llion in market cap, biggest one-day loss in U.S. history (4 minute read)</=
strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Nvidia experienced the biggest market c=
ap drop for any company on a single day in US history on Monday when it los=
t close to $600 billion in market cap. Its stock price plummeted 17% and ca=
used a 3.1% slide in the tech-heavy NASDAQ. The sell-off was sparked by Dee=
pSeek presenting increased competition in the global AI industry. The Chine=
se AI lab released a free and open source large language model that only to=
ok two months and less than $6 million to build using Nvidia H800s. The rel=
ease has caused investors to rethink spending on compute.
</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;">=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>
</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%2F9to5google.com%2F2025%2F01%2F27%2Fpebble-smartwatch-202=
5-google-open-source-code%2F%3Futm_source=3Dtldrnewsletter/1/01000194acb554=
78-2a52a960-98ab-44d6-9620-7a09f2705b54-000000/lqVUNt9VTxCFyHlbhU2oCGNNFJox=
Yn0V9NOJg0I2Cc0=3D389">
<span>
<strong>New Pebble smartwatch is co=
ming as Google opens source code (2 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Google has released the source code for=
Pebble OS to help the volunteer efforts that have kept Pebble smartwatches=
alive and running for the past several years.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi=
dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
;">
<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fgithub.com%2Fseemoo-lab%2Fopenhaystack%3Futm_source=3Dt=
ldrnewsletter/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b54-00000=
0/v7JTi-20rTcSu6Re6CBftidG5tTOgCeKl3eSxTI1FWM=3D389">
<span>
<strong>OpenHaystack (GitHub Repo)<=
/strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
OpenHaystack allows users to create the=
ir own tracking tags for Apple's Find My network.
</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%2Ftechcrunch.com%2F2025%2F01%2F27%2Fviral-ai-company-deep=
seek-releases-new-image-model-family%2F%3Futm_source=3Dtldrnewsletter/1/010=
00194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b54-000000/dpcYhQFrU5nFxGQd5=
lN9aPyR1lHj4cV6M82_ADoKbdk=3D389">
<span>
<strong>Viral AI company DeepSeek r=
eleases new image model family (2 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
DeepSeek's new multimodal AI models rep=
ortedly outperform OpenAI's DALL-E 3.
</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%2Ftechcrunch.com%2F2025%2F01%2F27%2Fgrok-3-seemingly-went=
-live-for-some-users%2F%3Futm_source=3Dtldrnewsletter/1/01000194acb55478-2a=
52a960-98ab-44d6-9620-7a09f2705b54-000000/l5WpfeuiVZJzV9XV4JPQ-M-Xeb2oo4UbB=
srZDPlrM6o=3D389">
<span>
<strong>Grok 3 seemingly went live =
for some users (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Several users on X briefly gained acces=
s to Grok 3 over the weekend - users managed to get it to respond to a few =
questions before their access was revoked.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi=
dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
;">
<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fgithub.com%2Fegurapha%2FShunpo%3Futm_source=3Dtldrnewsl=
etter/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b54-000000/LGg8ts=
E8l-NoU1iSAQ3YcZfCeXcTC-OO5Joh_YFT5OQ=3D389">
<span>
<strong>Shunpo (GitHub Repo)</stron=
g>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Shunpo is a bash tool that makes direct=
ory navigation in terminal faster by providing a system for managing bookma=
rks and jumping to directories with just a few keystrokes.
</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.interconnects.ai%2Fp%2Fdeepseek-v3-and-the-actual-c=
ost-of%3Futm_source=3Dtldrnewsletter/1/01000194acb55478-2a52a960-98ab-44d6-=
9620-7a09f2705b54-000000/Aor6wRtHfY0zF9RCd140a5QIbavrkkQsCqVnv5Pl-G0=3D389"=
>
<span>
<strong>DeepSeek V3 and the actual =
cost of training frontier AI models (19 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
DeepSeek shows that a lot of the modern=
AI pipeline is not magic and that cutting-edge AI is not restricted to a s=
elect cohort of the San Francisco in-group.
</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 align=3D"left" style=3D"word-break=
: break-word; vertical-align: top; padding: 5px 10px;">

<p style=3D"padding: 0; margin: 0; font-size: 22px; color: #000000; line-he=
ight: 1.6; font-weight: bold;">
Love TLDR? Tell your friends and get rewards!
</p>
</td></tr>
<tr><td class=3D"container" style=3D"padding: 0px 10px 15px;">
<div class=3D"text-block">
Share your referral link below with friends to get free TLDR swag!
</div>
</td></tr>
<tr><td align=3D"left" style=3D"padding: 10px;">
<div class=3D"text-block">
<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Frefer.tldr.t=
ech%2F1fd848fa%2F/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b54-0=
00000/kZ4O3FgZc7fh1qFBtwiVD44GHcsWgcn7pOUeDV8afRs=3D389" style=3D"color: #4=
64ba4; text-decoration: underline;">https://refer.tldr.tech/1fd848fa/</a>
</div>
</td></tr>
<tr></tr>
<tr><td align=3D"left" style=3D"padding:5px 10px;">
<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fhub.sparklp.=
co%2Fsub_32edf8dd66ae%2F1/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2=
705b54-000000/a0MTFjI-7_woVIq0xUCcXoNEDnggzp5MU9oeOilJ7nw=3D389" style=3D"f=
ont-size: 16px; line-height: 1.6; padding: 10px 0; display: inline-block; =
text-decoration: underline;"><span style=3D"mso-text-raise:13pt; text-deco=
ration: underline;">Track your referrals here.</span></a>
</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 align=3D"left" style=3D"word-break=
: break-word; vertical-align: top; padding: 5px 10px;">

<p style=3D"padding: 0; margin: 0; font-size: 22px; color: #000000; line-he=
ight: 1.6; font-weight: bold;">
Want to advertise in TLDR? =F0=9F=93=B0
</p>
<div class=3D"text-block" style=3D"margin-top: 10px;">
If your company is interested in reaching an audience of tech executives, d=
ecision-makers and engineers, you may want to <a href=3D"https://tracking.t=
ldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=3Dtld=
r%26utm_medium=3Dnewsletter%26utm_campaign=3Dadvertisecta/1/01000194acb5547=
8-2a52a960-98ab-44d6-9620-7a09f2705b54-000000/Ubmn8mncXhDbzZMiqpwkxpXH5hM6f=
li2f-WeD42OouU=3D389"><strong><span>advertise with us</span></strong></a>.
</div>
<br>



<p style=3D"padding: 0; margin: 0; font-size: 22px; color: #000000; line-he=
ight: 1.6; font-weight: bold;">
Want to work at TLDR? =F0=9F=92=BC
</p>
<div class=3D"text-block" style=3D"margin-top: 10px;">
<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq=
.com%2Ftldr.tech/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b54-00=
0000/K-gYoi16HMFvJgvHoUNp22r_NBIq3wRPCAznw5IGc_o=3D389" rel=3D"noopener nor=
eferrer" style=3D"color: #0000EE; text-decoration: underline;" target=3D"_b=
lank"><strong>Apply here</strong></a> or send a friend's resume to <a href=
=3D"mailto:[email protected]" style=3D"color: #0000EE; text-decoration: underl=
ine;">[email protected]</a> and get $1k if we hire them!
</div>
<br>

<div class=3D"text-block">
If you have any comments or feedback, just respond to this email!
<br>
<br> Thanks for reading,
<br>
<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftwitter.com%=
2Ftldrdan/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b54-000000/aa=
WQ8S4aHmr5AIvrN-27ZAxCG70bvhRirKXLSZWTw5M=3D389"><span>Dan Ni</span></a> &a=
mp; <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftwitter.=
com%2FSteveFlanders22/1/01000194acb55478-2a52a960-98ab-44d6-9620-7a09f2705b=
54-000000/LDn2kXvJJxycLFyXoSrUCsbzpRpd7ioUVicIjnYTlVY=3D389"><span>Stephen =
Flanders</span></a>
<br>
<br>
</div>
<br>
</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: 15px 15px;">
<div class=3D"text-block" id=3D"testing-id">
<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftldr.tech%2F=
tech%2Fmanage%3Femail=3Dtldr%2540synchro.net/1/01000194acb55478-2a52a960-98=
ab-44d6-9620-7a09f2705b54-000000/M6PywZhlAr7huq70nq-lnWmy0JFEOfjIp-s55ssbyN=
Y=3D389">Manage your subscriptions</a> to our other newsletters on tech, st=
artups, and programming. Or if TLDR isn't for you, please <a href=3D"https:=
//tracking.tldrnewsletter.com/CL0/https:%2F%2Fa.tldrnewsletter.com%2Funsubs=
cribe%3Fep=3D1%26l=3Dcfa2d55a-b7be-11e8-a3c9-06b79b628af2%26lc=3Db5bb39ac-a=
04f-11ee-8692-6388dbdd6fd1%26p=3Dbfb2bff2-dd57-11ef-b31a-e118b5ad8f5c%26pt=
=3Dcampaign%26pv=3D4%26spa=3D1738062072%26t=3D1738064352%26s=3D9ee30a7e6c42=
be9f3b8ca99b38e0948567578129d63b3195d78079e66774de1d/1/01000194acb55478-2a5=
2a960-98ab-44d6-9620-7a09f2705b54-000000/si2g6aqgG3SmNyhwx0OGOe58UY1g5Q4HiW=
FZTcq3U0w=3D389">unsubscribe</a>.
<br>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr></tbody></table>

<img alt=3D"" src=3D"http://tracking.tldrnewsletter.com/CI0/01000194acb5547=
8-2a52a960-98ab-44d6-9620-7a09f2705b54-000000/2nhkhOj4rBLMLTDpLQdYPZ0MBT8_r=
k-oqvWKJtVv3Vw=3D389" style=3D"display: none; width: 1px; height: 1px;">
</body></html>
--aG9LMPNr--