--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
jobs@tldr.tech 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><!--[if mso | ie]>
=09=09<style type=3D"text/css">
=09=09=09a {
=09=09=09=09background-color: #FEFEFE !important; color: #010101 !important=
;
=09=09=09}
=09=09=09@media (prefers-color-scheme: dark) {
=09=09=09=09a {
=09=09=09=09=09background-color: #27292D !important; color: #FEFEFE !import= ant;
=09=09=09=09}
=09=09=09}
=09 </style>
=09=09=09<![endif]--></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;">
</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=
<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>
</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>
</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 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>
<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>.
</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>
<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>
<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=
</span>
<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=
</span>
<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>
<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>
<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>
<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>
<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>
<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>
<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>
<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>
<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>
<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=
</span>
<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>
<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!
</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
<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>
<!-- New "Want to work at TLDR?" section -->
<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
<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:
jobs@tldr.tech" style=3D"color: #0000EE; text-decoration: underl= ine;">
jobs@tldr.tech</a> and get $1k if we hire them!
</div>
<div class=3D"text-block">
If you have any comments or feedback, just respond to this email!
<br> Thanks for reading,
<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>
</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: 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>.
</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--
---
ï¿ Synchronet ï¿ Vertrauen ï¿ Home of Synchronet ï¿ [vert/cvs/bbs].synchro.net
![https://images.tldr.tech/vanta50.png"](https://images.tldr.tech/vanta50.png"){kind=link}