--JlP86OfM
Content-Type: text/plain; charset=utf-8
Content-Transfer-Encoding: quoted-printable
Google launched Gemini 2.0 Pro Experimental and made Gemini 2.0 Flash
Thi=
nking, its reasoning model, available on the Gemini app on
Wednesday= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0
Sign Up [1] |Advertise [2]|View Online [3]=20
=09=09TLDR=
=20
=09=09TOGETHER WITH [Atlassian] [4]
TLDR 2025-02-06
IF YO=
U'RE JUST USING LOOM FOR SCREEN RECORDING, YOU'RE MISSING OUT.
(SPONSOR) =
[4]=20
Here's 4 ways you can use Atlassian's Loom to spend less time me=
eting
and more time coding:
=E2=86=92 ADD VISUAL CONTEXT TO CODE OR =
PRODUCT DEMOS, including easy
drawing and editing tools.
=E2=86=
=92 CREATE BUG REPORTS WITH JUST A VIDEO: Loom AI [5] will populate
the J=
ira or Linear ticket for you.
=E2=86=92 RECORD, SHARE, AND EMBED VIDEO=
S in the tools you use every day:
Jira, Linear, GitHub, and more.
=
=E2=86=92 REVIEW CODE OR REPLICATE BUGS without interrupting anyone's flow.=
And yes: it's the best and easiest-to-use screen recorder [5] out
t=
here, used by >25 million people across 400,000 companies.
Get a demo =
of Loom [6]
=F0=9F=93=B1=20
BIG TECH & STARTUPS
GOOGLE LAUNCH=
ES NEW AI MODELS AND BRINGS =E2=80=98THINKING' TO GEMINI (2
MINUTE READ) =
[7]=20
Google launched Gemini 2.0 Pro Experimental and made Gemini 2.0 =
Flash
Thinking, its reasoning model, available on the Gemini app on
Wed=
nesday. Gemini 2.0 Pro Experimental will be available on Google's
AI deve=
lopment platforms, Vertex AI and Google AI Studio, and to
Gemini Advanced=
subscribers in the Gemini app. The model excels in
coding and handling c=
omplex problems and comes with a better
understanding and reasoning of wo=
rld knowledge than previous models.
It has a context window of 2 million =
tokens and can use tools like
Google Search and execute code on behalf of=
users.=20
AMAZON PLANS TO UNVEIL NEXT-GENERATION ALEXA AI LATER THIS M=
ONTH (2
MINUTE READ) [8]=20
Amazon is revamping Alexa into a generati=
ve AI service that will be
able to hold complex, context-aware conversati=
ons with users and
handle multifaceted requests. The company will be AI m=
odels from
Anthropic's Claude rather than its own in-house technology as =
early
versions of Amazon AI had trouble responding in a timely manner. Th=
ere
are more than 100 million active Alexa users and over 500 million
A=
lexa-enabled devices, so it is important for Amazon to get Alexa AI
right=
. Amazon plans to introduce the new version of Alexa just ahead
of when A=
pple is expected to begin testing its new version of Siri.=20
=
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
A FLOODED QUARRY, =
A MYSTERIOUS MILLIONAIRE, AND THE DREAM OF A NEW
ATLANTIS (14 MINUTE READ=
) [9]=20
Deep is a project aimed at increasing understanding of the oce=
an and
its critical role for humanity. It is funded by a single anonymous=
private investor. The project will establish a permanent human
presenc=
e under the sea where people will be able to stay for up to 28
days at a =
time. It aims to eventually create permanent human
settlements in all oce=
ans across the world. This article looks at the
engineering and science r=
equired for Deep to be successful.=20
BLUE ORIGIN SPINS UP LUNAR GRAVIT=
Y FOR NEW SHEPARD FLIGHT (2 MINUTE
READ) [10]=20
Blue Origin launched=
its New Shepard rocket again yesterday to
simulate lunar gravity for cap=
sule payloads. The rocket lifted off at
1600 UTC and the capsule reached =
105 kilometers above sea level before
returning to Earth. The capsule spu=
n for about two minutes during the
flight to simulate lunar gravity. New =
Shepard's ability to provide a
lunar gravity environment is unique and va=
luable for researchers who
have their sights set on a return to the Moon.=
It enables researchers
to test lunar technologies at a fraction of the c=
ost, rapidly iterate,
and test again in a significantly compressed time f=
rame.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE
SOF=
TWARE DEVELOPMENT TOPICS I'VE CHANGED MY MIND ON AFTER 10 YEARS IN
THE IN=
DUSTRY (2 MINUTE READ) [11]=20
Chris Kiehl is a software developer curr=
ently working for Amazon. He
wrote 'Data Oriented Programming in Java' an=
d created Gooey, a tool
that turns almost any Python command-line program=
into a full GUI
application with one line. Four years ago, Kiehl posted =
a list of
software development topics he had changed his mind on after wo=
rking
in the industry. This is an updated take on Kiehl's views - what he=
's
changed his mind on, the opinions he has picked up on the way, and the=
things he has not changed his opinion on.=20
INGESTING MILLIONS OF P=
DFS AND WHY GEMINI 2.0 CHANGES EVERYTHING (7
MINUTE READ) [12]=20
Gem=
ini Flash 2.0 achieves near-perfect OCR accuracy while being
incredibly c=
heap. This article looks at how to use the model to parse
PDFs. There are=
still some issues with parsing, chunking, and bounding
box detection, bu=
t we are almost at the point where document parsing
is efficient and prac=
tically effortless. The work discussed in the
article will eventually be =
open sourced, but there are likely to be
other similar libraries availabl=
e.=20
=F0=9F=8E=81=20
MISCELLANEOUS
PERSONAL SOFTWARE (4 MINUTE=
READ) [13]=20
AI has changed our relationship with software - software=
can now
adapt to users. The technology makes it possible for anyone to c=
reate
single-use or custom applications. Within the next decade, millions=
of
people will be able to create their own software and build their own=
ideas. More builders will mean more innovation - individuals will have=
the freedom to solve their own problems.=20
S1: THE $6 R1 COMPETITOR=
? (4 MINUTE READ) [14]=20
s1 is a recently released model that is makin=
g waves in the AI
community because it shows how close the industry is to=
making some
very large breakthroughs in AI. The paper released with the =
model
sheds light on how reasoning models work. In s1, when the model tri=
es
to stop thinking, is it forced to keep going - this makes it begin to=
second guess and double check its answer. s1 cost only $6 to train as
=
its creators used a small model and hardly any data. Innovations like
s1 =
that dramatically lower costs allow researchers to learn and
understand m=
odels faster, which directly translates to a faster pace
of AI developmen=
t.=20
=E2=9A=A1=20
QUICK LINKS
WHY AMAZON IS BETTING ON =
=E2=80=98AUTOMATED REASONING' TO REDUCE AI'S
HALLUCINATIONS (7 MINUTE REA=
D) [15]=20
Automated reasoning uses mathematical proofs to ensure that =
systems
behave in a certain way - it can be used to check whether models =
are
providing accurate answers.=20
WHY IQ IS A POOR TEST FOR AI (3 MI=
NUTE READ) [16]=20
Many experts say that IQ is a poor measure of a mode=
l's capabilities
because IQ tests are relative measures of certain kinds =
of
intelligence in humans and they don't measure practical intelligence. =
YOU NEED MORE THAN A VECTOR DATABASE (6 MINUTE READ) [17]=20
Vec=
tor search is only one piece of the puzzle - users will demand
platforms =
that cover full-text search, vectors, message streaming,
session manageme=
nt, and more as the generative AI market matures.=20
UNDERSTANDING REAS=
ONING LLMS (28 MINUTE READ) [18]=20
This article discusses the main app=
roaches to building reasoning
models and how large language models can be=
enhanced with reasoning
capabilities.=20
GROWING UP AI-FIRST (5 MINU=
TE READ) [19]=20
The kids of today will be growing up in a very differe=
nt world thanks
to AI, but they'll be fine.=20
THE NEW DVD BARGAIN BI=
N (7 MINUTE READ) [20]=20
Warner Bros. has released more than 30 full m=
ovies on YouTube for
free.=20
Love TLDR? Tell your friends and get rew=
ards!
Share your referral link below with friends to get free TLDR sw=
ag!=20
https://refer.tldr.tech/1fd848fa/ [21]=20
=09=09 Track your r=
eferrals here. [22]=20
Want to advertise in TLDR? =F0=9F=93=B0
If =
your company is interested in reaching an audience of tech
executives, de=
cision-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 frien=
d's resume to
jobs@tldr.tech and get
$1k if we hire them!=20
If you h=
ave any comments or feedback, just respond to this email!=20
Thanks for =
reading,=20
Dan Ni [25] & Stephen Flanders [26]=20
Manage your subscrip=
tions [27] to our other newsletters on tech,
startups, and programming. O=
r if TLDR isn't for you, please
unsubscribe [28].=20
=20
Links:
-=
-----
[1]
https://tldr.tech/signup?utm_source=3Dtldr
[2]
https://advert= ise.tldr.tech/?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3Dadv= ertisetopnav
[3]
https://a.tldrnewsletter.com/web-version?ep=3D1&lc=3Db5b= b39ac-a04f-11ee-8692-6388dbdd6fd1&p=3Df953f672-e469-11ef-99c4-050a68a8c925&= pt=3Dcampaign&t=3D1738842003&s=3Dbc1b06fd27ac807fb15814d4fcfe5c1d58708031f1= 393d4e8c8982f4cd267b3e
[4]
https://www.atlassian.com/software/loom?utm_so= urce=3Dtldr&utm_medium=3Dpaid-display&utm_campaign=3DP:loom*O:clm*C:wac*H:f= y25q3*I:loom-ent-awareness*Y:loom*
[5]
https://www.atlassian.com/software= /loom?utm_source=3Dtldr&utm_medium=3Dpaid-display&utm_campaign=3DP%3Aloom*O= %3Aclm*C%3Awac*H%3Afy25q3*I%3Aloom-ent-awareness*Y%3Aloom*&tab=3D
[6] htt= ps://www.atlassian.com/software/loom/demo?utm_source=3Dtldr&utm_medium=3Dpa= id-display&utm_campaign=3DP:loom*O:clm*C:demo*H:fy25q3*I:loom-ent-awareness= *Y:loom*
[7]
https://techcrunch.com/2025/02/05/google-launches-new-ai-mod= els-and-brings-thinking-to-gemini/?utm_source=3Dtldrnewsletter
[8] https:= //www.macrumors.com/2025/02/05/alexa-ai-coming-february/?utm_source=3Dtldrn= ewsletter
[9]
https://www.theguardian.com/environment/2025/feb/03/flooded= -quarry-mysterious-millionaire-and-dream-new-atlantis-welsh-border-deep?utm= _source=3Dtldrnewsletter
[10]
https://www.theregister.com/2025/02/05/new_= shepard_lunar_gravity/?utm_source=3Dtldrnewsletter
[11]
https://chriskieh= l.com/article/thoughts-after-10-years?utm_source=3Dtldrnewsletter
[12] ht= tps://www.sergey.fyi/articles/gemini-flash-2?utm_source=3Dtldrnewsletter
=
[13]
https://leerob.com/n/personal-software?utm_source=3Dtldrnewsletter
[=
14]
https://timkellogg.me/blog/2025/02/03/s1?utm_source=3Dtldrnewsletter
=
[15]
https://links.tldrnewsletter.com/8Rf5Ux
[16]
https://techcrunch.com/= 2025/02/05/why-iq-is-a-poor-test-for-ai/?utm_source=3Dtldrnewsletter
[17]=
https://redis.io/blog/you-need-more-than-a-vector-database/?utm_source=3Dt= ldrnewsletter
[18]
https://magazine.sebastianraschka.com/p/understanding-= reasoning-llms?utm_source=3Dtldrnewsletter
[19]
https://spyglass.org/kids=
-and-ai/?utm_source=3Dtldrnewsletter
[20]
https://tedium.co/2025/02/05/wa= rner-bros-youtube-full-movie-releases/?utm_source=3Dtldrnewsletter
[21] h=
ttps://refer.tldr.tech/1fd848fa/
[22]
https://hub.sparklp.co/sub_32edf8dd=
66ae/1
[23]
https://advertise.tldr.tech/?utm_source=3Dtldr&utm_medium=3Dn= ewsletter&utm_campaign=3Dadvertisecta
[24]
https://jobs.ashbyhq.com/tldr.=
tech
[25]
https://twitter.com/tldrdan
[26]
https://twitter.com/SteveFla=
nders22
[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=3Df953f672-e4= 69-11ef-99c4-050a68a8c925&pt=3Dcampaign&pv=3D4&spa=3D1738839699&t=3D1738842= 003&s=3Dcb60aafd594404945058b494854ff9ff5771f0a2570887a03e8f4c8dae20a2d5 --JlP86OfM
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;">Google lau= nched Gemini 2.0 Pro Experimental and made Gemini 2.0 Flash Thinking, its r= easoning model, available on the Gemini app on Wednesday =E2=80=8C&nbs= p;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nbs= p;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nbs= p;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nbs= p;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nbs= p;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nbs= p; =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/1/01000194db0= f5838-3b95b02b-6b9a-4ae4-b456-8533d1f9a1a0-000000/5rH-1PO9O0pBPZHZu6xue7fkf= aJpcPE9PlL4DbUIMhs=3D391" 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/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1f9a1a0-000000/iHhO= Wsx15ofTQ9COehUk3K7Mp0ymYzGGQ-dD7rWvvUM=3D391" 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=3Df953f672-e469-11ef-99c4-050a68a8c925%26pt=3D= campaign%26t=3D1738842003%26s=3Dbc1b06fd27ac807fb15814d4fcfe5c1d58708031f13= 93d4e8c8982f4cd267b3e/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1f9a1= a0-000000/uE1baubw8dnGa7TwyDZIyP3uVoDY6PM_053gbu86lQQ=3D391"><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.atlassia= n.com%2Fsoftware%2Floom%3Futm_source=3Dtldr%26utm_medium=3Dpaid-display%26u= tm_campaign=3DP:loom*O:clm*C:wac*H:fy25q3*I:loom-ent-awareness*Y:loom*/1/01= 000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1f9a1a0-000000/Ionls_rmsWlc_g2H= eDETQMuWPbrZ72EFNWeiRgMjJKI=3D391"><img src=3D"
https://images.tldr.tech/atl= assian.png" valign=3D"middle" style=3D"vertical-align: middle !important; h= eight: 100%;" alt=3D"Atlassian"></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">2025-02-06</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.atlassian.com%2Fsoftware%2Floom%3Futm_source=3Dtldr= %26utm_medium=3Dpaid-display%26utm_campaign=3DP:loom*O:clm*C:wac*H:fy25q3*I= :loom-ent-awareness*Y:loom*/2/01000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533= d1f9a1a0-000000/ZAhgsd-47PVao6cZCBc4SIsSWMXePCmzmSejKcnYiGc=3D391">
<span>
<strong>If you're just using Loom f=
or screen recording, you're missing out. (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Here's 4 ways you can use Atlassian's L= oom to spend less time meeting and more time coding:<p></p><p>=E2=86=92 <st= rong>Add visual context to code or product demos</strong>, including easy d= rawing and editing tools.</p><p>=E2=86=92 <strong>Create bug reports with j= ust a video</strong>: <a href=3D"
https://tracking.tldrnewsletter.com/CL0/ht= tps:%2F%2Fwww.atlassian.com%2Fsoftware%2Floom%3Futm_source=3Dtldr%26utm_med= ium=3Dpaid-display%26utm_campaign=3DP%253Aloom*O%253Aclm*C%253Awac*H%253Afy= 25q3*I%253Aloom-ent-awareness*Y%253Aloom*%26tab=3D/1/01000194db0f5838-3b95b= 02b-6b9a-4ae4-b456-8533d1f9a1a0-000000/GioJVx5G-v74rtAsZ_xhGlZGXtxSMdnuMkdM= XvpLSIE=3D391" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span= >Loom AI</span></a> will populate the Jira or Linear ticket for you.</p>
<p>=E2=86=92 <strong>Record, share, and embed videos</strong> in the tools = you use every day: Jira, Linear, GitHub, and more.</p>
<p>=E2=86=92 <strong>Review code or replicate bugs</strong> without interru= pting anyone's flow.</p>
<p>And yes: it's the <a href=3D"
https://tracking.tldrnewsletter.com/CL0/htt= ps:%2F%2Fwww.atlassian.com%2Fsoftware%2Floom%3Futm_source=3Dtldr%26utm_medi= um=3Dpaid-display%26utm_campaign=3DP%253Aloom*O%253Aclm*C%253Awac*H%253Afy2= 5q3*I%253Aloom-ent-awareness*Y%253Aloom*%26tab=3D/2/01000194db0f5838-3b95b0= 2b-6b9a-4ae4-b456-8533d1f9a1a0-000000/JIPoK1vv1tb30MDIJ2iYFnlEKpdhfDcNK5Q3V= w-Zrtw=3D391" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>= best and easiest-to-use screen recorder</span></a> out there, used by >2=
5 million people across 400,000 companies.</p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.atlas= sian.com%2Fsoftware%2Floom%2Fdemo%3Futm_source=3Dtldr%26utm_medium=3Dpaid-d= isplay%26utm_campaign=3DP:loom*O:clm*C:demo*H:fy25q3*I:loom-ent-awareness*Y= :loom*/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1f9a1a0-000000/aaTzC= XIlb3HcAuSheyiKLZNscbdaDn6cXzhw32dzdfQ=3D391" rel=3D"noopener noreferrer no= follow" target=3D"_blank"><span>Get a demo of Loom</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%2Ftechcrunch.com%2F2025%2F02%2F05%2Fgoogle-launches-new-a= i-models-and-brings-thinking-to-gemini%2F%3Futm_source=3Dtldrnewsletter/1/0= 1000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1f9a1a0-000000/L62broH0UYEfDt2= eqS8rlyPG6Dk69TjG2j40zWynzSs=3D391">
<span>
<strong>Google launches new AI mode=
ls and brings =E2=80=98thinking' to Gemini (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Google launched Gemini 2.0 Pro Experime= ntal and made Gemini 2.0 Flash Thinking, its reasoning model, available on = the Gemini app on Wednesday. Gemini 2.0 Pro Experimental will be available =
on Google's AI development platforms, Vertex AI and Google AI Studio, and t=
o Gemini Advanced subscribers in the Gemini app. The model excels in coding=
and handling complex problems and comes with a better understanding and re= asoning of world knowledge than previous models. It has a context window of=
2 million tokens and can use tools like Google Search and execute code on = behalf of users.
</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.macrumors.com%2F2025%2F02%2F05%2Falexa-ai-coming-fe= bruary%2F%3Futm_source=3Dtldrnewsletter/1/01000194db0f5838-3b95b02b-6b9a-4a= e4-b456-8533d1f9a1a0-000000/0XGDy3L79ILyetRQr12BNIhIkAa6w8GibG08Uo-EHRA=3D3=
<span>
<strong>Amazon Plans to Unveil Next= -Generation Alexa AI Later This Month (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Amazon is revamping Alexa into a genera= tive AI service that will be able to hold complex, context-aware conversati= ons with users and handle multifaceted requests. The company will be AI mod= els from Anthropic's Claude rather than its own in-house technology as earl=
y versions of Amazon AI had trouble responding in a timely manner. There ar=
e more than 100 million active Alexa users and over 500 million Alexa-enabl=
ed devices, so it is important for Amazon to get Alexa AI right. Amazon pla=
ns to introduce the new version of Alexa just ahead of when Apple is expect=
ed to begin testing its new version of Siri.
</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%2Fwww.theguardian.com%2Fenvironment%2F2025%2Ffeb%2F03%2Ff= looded-quarry-mysterious-millionaire-and-dream-new-atlantis-welsh-border-de= ep%3Futm_source=3Dtldrnewsletter/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456= -8533d1f9a1a0-000000/Qfe38ddHogVrSdQtl-SQ_PRNGUaPVZegPwEO0vj565k=3D391">
<span>
<strong>A flooded quarry, a mysteri= ous millionaire, and the dream of a new Atlantis (14 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Deep is a project aimed at increasing u= nderstanding of the ocean and its critical role for humanity. It is funded =
by a single anonymous private investor. The project will establish a perman= ent human presence under the sea where people will be able to stay for up t=
o 28 days at a time. It aims to eventually create permanent human settlemen=
ts in all oceans across the world. This article looks at the engineering an=
d science required for Deep to be successful.
</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%2F02%2F05%2Fnew_shepard_luna= r_gravity%2F%3Futm_source=3Dtldrnewsletter/1/01000194db0f5838-3b95b02b-6b9a= -4ae4-b456-8533d1f9a1a0-000000/Y85x8AeeyumLAtRzDlhltI25iwz9n-Z0z1ZMeRyDxMQ= =3D391">
<span>
<strong>Blue Origin spins up lunar = gravity for New Shepard flight (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Blue Origin launched its New Shepard ro= cket again yesterday to simulate lunar gravity for capsule payloads. The ro= cket lifted off at 1600 UTC and the capsule reached 105 kilometers above se=
a level before returning to Earth. The capsule spun for about two minutes d= uring the flight to simulate lunar gravity. New Shepard's ability to provid=
e a lunar gravity environment is unique and valuable for researchers who ha=
ve their sights set on a return to the Moon. It enables researchers to test=
lunar technologies at a fraction of the cost, rapidly iterate, and test ag= ain in a significantly compressed time frame.
</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%2Fchriskiehl.com%2Farticle%2Fthoughts-after-10-years%3Fut= m_source=3Dtldrnewsletter/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1= f9a1a0-000000/_WbG5WMW30qSDFvfnAzRDlicvmJ1qg_wWZ-WA1MtTMw=3D391">
<span>
<strong>Software development topics=
I've changed my mind on after 10 years in the industry (2 minute read)</st= rong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Chris Kiehl is a software developer cur= rently working for Amazon. He wrote 'Data Oriented Programming in Java' and=
created Gooey, a tool that turns almost any Python command-line program in=
to a full GUI application with one line. Four years ago, Kiehl posted a lis=
t of software development topics he had changed his mind on after working i=
n the industry. This is an updated take on Kiehl's views - what he's change=
d his mind on, the opinions he has picked up on the way, and the things he = has not changed his opinion on.
</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.sergey.fyi%2Farticles%2Fgemini-flash-2%3Futm_source= =3Dtldrnewsletter/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1f9a1a0-0= 00000/-i5KhdeA5_IeoIV7MNLT4uF3qWLtmvh-p4ygADqsb2w=3D391">
<span>
<strong>Ingesting Millions of PDFs = and Why Gemini 2.0 Changes Everything (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Gemini Flash 2.0 achieves near-perfect = OCR accuracy while being incredibly cheap. This article looks at how to use=
the model to parse PDFs. There are still some issues with parsing, chunkin=
g, and bounding box detection, but we are almost at the point where documen=
t parsing is efficient and practically effortless. The work discussed in th=
e article will eventually be open sourced, but there are likely to be other=
similar libraries available.
</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%2Fleerob.com%2Fn%2Fpersonal-software%3Futm_source=3Dtldrn= ewsletter/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1f9a1a0-000000/mV= CsG7SJSzvfs96llbLckNcUITjlgRMnP_6KIqTzH84=3D391">
<span>
<strong>Personal Software (4 minute=
read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AI has changed our relationship with so= ftware - software can now adapt to users. The technology makes it possible = for anyone to create single-use or custom applications. Within the next dec= ade, millions of people will be able to create their own software and build=
their own ideas. More builders will mean more innovation - individuals wil=
l have the freedom to solve their own problems.
</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%2Ftimkellogg.me%2Fblog%2F2025%2F02%2F03%2Fs1%3Futm_source= =3Dtldrnewsletter/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1f9a1a0-0= 00000/ZnzTqXvkf1MBCIOeyFx3LvyPqshePI9R-qVfnNSr4c8=3D391">
<span>
<strong>s1: The $6 R1 Competitor? (=
4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
s1 is a recently released model that is=
making waves in the AI community because it shows how close the industry i=
s to making some very large breakthroughs in AI. The paper released with th=
e model sheds light on how reasoning models work. In s1, when the model tri=
es to stop thinking, is it forced to keep going - this makes it begin to se= cond guess and double check its answer. s1 cost only $6 to train as its cre= ators used a small model and hardly any data. Innovations like s1 that dram= atically lower costs allow researchers to learn and understand models faste=
r, which directly translates to a faster pace of AI development.
</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%2Flinks.tldrnewsletter.com%2F8Rf5Ux/1/01000194db0f5838-3b= 95b02b-6b9a-4ae4-b456-8533d1f9a1a0-000000/WaaRdBjfljC5wLzZaJyfya31jrW0n2zoe= oCE27yjygE=3D391">
<span>
<strong>Why Amazon is Betting on = =E2=80=98Automated Reasoning' to Reduce AI's Hallucinations (7 minute read)= </strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Automated reasoning uses mathematical p= roofs to ensure that systems behave in a certain way - it can be used to ch= eck whether models are providing accurate answers.
</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%2F02%2F05%2Fwhy-iq-is-a-poor-test= -for-ai%2F%3Futm_source=3Dtldrnewsletter/1/01000194db0f5838-3b95b02b-6b9a-4= ae4-b456-8533d1f9a1a0-000000/J0cA5HlIUKBuhQsxIP2t2odYyVyVYvi2idw0MwD--Xk=3D= 391">
<span>
<strong>Why IQ is a poor test for A=
I (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Many experts say that IQ is a poor meas= ure of a model's capabilities because IQ tests are relative measures of cer= tain kinds of intelligence in humans and they don't measure practical intel= ligence.
</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%2Fredis.io%2Fblog%2Fyou-need-more-than-a-vector-database%= 2F%3Futm_source=3Dtldrnewsletter/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456= -8533d1f9a1a0-000000/zfoM1gBdevG9VLQkcZ27zr1g6lOXwc0GAHdzSxEhZsk=3D391">
<span>
<strong>You need more than a vector=
database (6 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Vector search is only one piece of the = puzzle - users will demand platforms that cover full-text search, vectors, = message streaming, session management, and more as the generative AI market=
matures.
</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%2Fmagazine.sebastianraschka.com%2Fp%2Funderstanding-reaso= ning-llms%3Futm_source=3Dtldrnewsletter/1/01000194db0f5838-3b95b02b-6b9a-4a= e4-b456-8533d1f9a1a0-000000/3Z2DxF_KJMl4wDshJ3bH4s-Ceoo3PucTZvapKeE7D5k=3D3=
<span>
<strong>Understanding Reasoning LLM=
s (28 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
This article discusses the main approac= hes to building reasoning models and how large language models can be enhan= ced with reasoning capabilities.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fspyglass.org%2Fkids-and-ai%2F%3Futm_source=3Dtldrnewsle= tter/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1f9a1a0-000000/BpllmXn= 0I-y-Yi0iXvrm8XSca3e1FE-wqkbLdNhC3r0=3D391">
<span>
<strong>Growing Up AI-First (5 minu=
te read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The kids of today will be growing up in=
a very different world thanks to AI, but they'll be fine.
</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%2Ftedium.co%2F2025%2F02%2F05%2Fwarner-bros-youtube-full-m= ovie-releases%2F%3Futm_source=3Dtldrnewsletter/1/01000194db0f5838-3b95b02b-= 6b9a-4ae4-b456-8533d1f9a1a0-000000/NDENL70TnDkqgPpI6oDzlcBUldwr4qAYC_1jk5qs= vIY=3D391">
<span>
<strong>The New DVD Bargain Bin (7 = minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Warner Bros. has released more than 30 = full movies on YouTube for free.
</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/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1f9a1a0-0= 00000/Eh6_tM2HOWBTJhi4kzneF1TZ2VtKbSsqf8hec-2NiRU=3D391" 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%2F1/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1= f9a1a0-000000/PxzA3AfY1ajaeHw2NB6FCaMQE1UIE9IXOAysE7YZM94=3D391" 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/1/01000194db0f583= 8-3b95b02b-6b9a-4ae4-b456-8533d1f9a1a0-000000/hABMB--_beHMlL4riNIZ0G-hb2mCj= 091hfpwuhpanjw=3D391"><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/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1f9a1a0-00= 0000/V0mxDk-iFE1Er2mzOOpoYat_8AEiYQKDYf70Gt2f7p0=3D391" 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/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1f9a1a0-000000/T_= 2IvV8gYOyZcRZNRqYvHrcIG9cHcvdeBUwNDKaJGv8=3D391"><span>Dan Ni</span></a> &a= mp; <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftwitter.= com%2FSteveFlanders22/1/01000194db0f5838-3b95b02b-6b9a-4ae4-b456-8533d1f9a1= a0-000000/oQJROUhnwYNuKGRewB08aTydvBUiUy1DA54E1EBi42Q=3D391"><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/1/01000194db0f5838-3b95b02b-6b= 9a-4ae4-b456-8533d1f9a1a0-000000/y1tfaZl1oXm1Pa9yI-D4fHlrg9eYd1tE27EKdEEthV= g=3D391">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=3Df953f672-e469-11ef-99c4-050a68a8c925%26pt= =3Dcampaign%26pv=3D4%26spa=3D1738839699%26t=3D1738842003%26s=3Dcb60aafd5944= 04945058b494854ff9ff5771f0a2570887a03e8f4c8dae20a2d5/1/01000194db0f5838-3b9= 5b02b-6b9a-4ae4-b456-8533d1f9a1a0-000000/0qKtxgmR0ujyEqRT3y1qGGY-C3w28hg3V4= wvoCWFYWU=3D391">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/CI0/01000194db0f583= 8-3b95b02b-6b9a-4ae4-b456-8533d1f9a1a0-000000/TLZAjEw6RvRompgp0_tG--Sa6QdrZ= eKrpVu1JtGmswY=3D391" style=3D"display: none; width: 1px; height: 1px;"> </body></html>
--JlP86OfM--
---
þ Synchronet þ Vertrauen þ Home of Synchronet þ [vert/cvs/bbs].synchro.net