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OpenAI may be preparing to release GPT-4.5 as early as next week -
anonym=
ous sources say that the next model could hit the scene sometime
this
m=
onth=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
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=09=09TLDR=20
=09=09TOGETHER WITH [Pacaso] [4]
TLDR 2025-02-21
=
WILL PACASO BE THE UBER OF REAL ESTATE? (SPONSOR) [4]=20
Forget DIY=
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And for just $2.70 a=
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ital platform, users buy, sell, and finance
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=F0=9F=91=89 Lock in the current price before it changes this Thursday,
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ebruary 27. [4]
=F0=9F=93=B1=20
BIG TECH & STARTUPS
OPENAI'S =
GPT-4.5 MAY ARRIVE NEXT WEEK, BUT GPT-5 IS JUST AROUND THE
CORNER (3 MINU=
TE READ) [5]=20
OpenAI may be preparing to release GPT-4.5 as early as =
next week -
anonymous sources say that the next model could hit the scene=
sometime
this month. GPT-5 may be released as early as May. Microsoft ha=
s a
good reason to want GPT-5 in May - its annual developer conference is=
on May 22. While GPT-5 may be more capable and efficient, it doesn't
n=
ecessarily mean there will be any new use cases for AI.=20
AMAZON MGM S=
TUDIOS GAINS CREATIVE CONTROL OF JAMES BOND FRANCHISE
FROM BROCCOLI FAMIL=
Y (3 MINUTE READ) [6]=20
The Broccoli family, which has long controlled=
the 007 franchise,
will hand over creative control of the series to Amaz=
on MGM Studios in
a new joint venture with the studio. Amazon will now co=
ntrol who will
play Bond, who will write the next script, and when the fi=
lm goes into
production. The financial terms of the joint venture have no=
t been
disclosed. Amazon and the Broccoli family have been at odds since =
the
tech company acquired the rights to release Bond movies about three=
years ago.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
=
BIGGEST-EVER AI BIOLOGY MODEL WRITES DNA ON DEMAND (4 MINUTE READ)
[7=
]=20
Scientists have released an artificial intelligence model for biol=
ogy
trained on 128,000 genomes spanning the tree of life. It can make
s=
ense of existing DNA and also write whole chromosomes and small
genomes f=
rom scratch. The model is available to scientists through a
web interface=
- it can also be downloaded freely. The model could be
used to help iden=
tify hard-to-interpret changes in people's genomes,
decipher complex geno=
mes, predict the effects of mutations, and more.=20
FIGURE'S HUMANOID R=
OBOT TAKES VOICE ORDERS TO HELP AROUND THE HOUSE
(4 MINUTE READ) [8]=20
=
Figure has revealed a Vision-Language-Action (VLA) model for humanoid=
robots. VLAs leverage vision and language commands to process
informat=
ion, enabling robots to be trained through a combination of
video and lar=
ge language models. Figure's Helix model enables robots
to follow natural=
language commands and pick up novel items with
varying shapes, sizes, co=
lors, and material properties never
encountered before in training. Work =
on Helix is still at a very early
stage, so demonstrations should be take=
n with a grain of salt.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA=
SCIENCE
DEEPEVAL (GITHUB REPO) [9]=20
DeepEval is an open source=
framework for evaluating and testing large
language model systems. It in=
corporates the latest research to
evaluate model outputs using locally ru=
n models. DeepEval supports
applications implemented via RAG, fine-tuning=
, LangChain, LlamaIndex,
and more. It helps developers easily determine t=
he optimal
hyperparameters to improve their RAG pipeline, improve prompt=
drifting, or transition from OpenAI to hosting their own Llama 3.=20
=
KUBEVPN (GITHUB REPO) [10]=20
KubeVPN provides a Cloud-Native Dev Envi=
ronment that seamlessly
connects to Kubernetes cluster networks using ser=
vice names or Pod
IP/Service IP. It enables developers to run Kubernetes =
pods within
local Docker containers, ensuring an identical environment, v=
olume,
and network setup. KubeVPN empowers developers to create applicati=
ons
entirely on their local PCs.=20
=F0=9F=8E=81=20
MISCELLANEOUS=
SOFTWARE ENGINEERING JOB OPENINGS HIT FIVE-YEAR LOW? (15 MINUTE READ=
)
[11]=20
There has been a 35% decrease in the number of software eng=
ineering
job vacancies in the US since January 2020. While the story is s=
imilar
in Canada, things are different in the UK, France, Germany, and
=
Australia. Australia is the only country where the number of jobs
listed =
is not lower than in 2020. Software development jobs have been
the bigges=
t boom and bust in vacancies compared to all industries.
This post discus=
ses the reasons for the decrease and predictions for
what growth in the t=
ech industry is likely to be like this year.=20
A.I. IS CHANGING HOW SI=
LICON VALLEY BUILDS START-UPS (6 MINUTE READ)
[12]=20
Tech startups u=
sed to raise huge sums to hire armies of workers and
grow fast, but AI to=
ols are enabling workers to be more efficient,
making tiny teams more suc=
cessful. Startups are using AI tools to
increase employees' productivity =
in everything from customer service
and marketing to coding and customer =
research. They are able to gain
more revenue with fewer employees and les=
s cash, something that
wouldn't have been possible without the technology=
. The potential for
AI to let startups do more with less has led to wild =
speculation about
the future.=20
TLDR IS HIRING CURATORS FOR OUR NEW =
TLDR DATA NEWSLETTER (FULLY
REMOTE, $100/HR)=20
TLDR is hiring part t=
ime curators to launch our TLDR Data newsletter.
The ideal candidate w=
ould have deep experience working directly with
data warehouses, data pip=
elines, data lakes, and other modern cloud
infrastructure.
Time comm=
itment is ~2-3 HOURS/WEEK PAID AT A RATE OF $100/HR. To apply
please send=
your LinkedIn or resume to
jobs@tldr.tech along with a
couple sentences =
on why you'd be a good fit!
=E2=9A=A1=20
QUICK LINKS
AWS S3 S=
DK BREAKS ITS COMPATIBLE SERVICES (2 MINUTE READ) [13]=20
The new defau=
lt data protections for new objects in Amazon S3 break
compatibility with=
nearly all S3-compatible services as they update
the default settings in=
all SDKs.=20
GENSX (GITHUB REPO) [14]=20
GenSX is a TypeScript fra=
mework for billing agents and workflows with
simple and reusable React-li=
ke components.=20
META STARTS ACCEPTING SIGN-UPS FOR COMMUNITY NOTES ON=
FACEBOOK,
INSTAGRAM, AND THREADS (2 MINUTE READ) [15]=20
Community N=
otes will be a way for Meta users to decide when posts are
misleading and=
add more context to posts.=20
GOOGLE'S AI CO-SCIENTIST IS 'TEST-TIME S=
CALING' ON STEROIDS. WHAT
THAT MEANS FOR RESEARCH (5 MINUTE READ) [16] =
Google's Co-scientist is a hypothesis-formulation machine that uses=
multiple agents.=20
THE SCALING LAWS GOVERN AI PROGRESS (15 MINUTE R=
EAD) [17]=20
Grok 3 is a massive leap forward compared to Grok 2 - it p=
erforms at
a level compared to, and in some cases exceeding, models from =
OpenAI,
Google, DeepMind, and Anthropic.=20
HELLO, DEEPSEEK OPEN INFR=
A! (GITHUB REPO) [18]=20
DeepSeek is open sourcing five repositories th=
at contain the building
blocks of its online service to share its progres=
s with full
transparency.=20
Love TLDR? Tell your friends and get rewa=
rds!
Share your referral link below with friends to get free TLDR swa=
g!=20
https://refer.tldr.tech/1fd848fa/ [19]=20
=09=09 Track your re=
ferrals here. [20]=20
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ave any comments or feedback, just respond to this email!=20
Thanks for =
reading,=20
Dan Ni [23] & Stephen Flanders [24]=20
Manage your subscrip=
tions [25] to our other newsletters on tech,
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">OpenAI may=
be preparing to release GPT-4.5 as early as next week - anonymous sources = say that the next model could hit the scene sometime this month =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80= =8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C </div>
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<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr 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%2Finvest.pacas= o.com%2F%3Futm_source=3Ddmrpacasolandingpage%26utm_medium=3Dpartnership30-3= 85_02-18%26tnames=3Dpartnership30-385_02-18_10758330809/1/01000195284e6530-= ca948f45-3279-4faa-99ea-a8c32ca1cb05-000000/UomitCGu1yBGXEiMiW3nLjvLD_bDxYO= P4WID9aj3hHo=3D392"><img src=3D"
https://images.tldr.tech/pacaso.png" valign= =3D"middle" style=3D"vertical-align: middle !important; height: 100%;" alt= =3D"Pacaso"></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">2025-02-21</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%2Finvest.pacaso.com%2F%3Futm_source=3Ddmrpacasolandingpag= e%26utm_medium=3Dpartnership30-385_02-18%26tnames=3Dpartnership30-385_02-18= _10758330809/2/01000195284e6530-ca948f45-3279-4faa-99ea-a8c32ca1cb05-000000= /o9T37VF-m_alzaat6c2-rQg-7fn7ugzgODjM4JzrbHw=3D392">
<span>
<strong>Will Pacaso be the Uber of = Real Estate? (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Forget DIY renovations. Co-ownership is=
all anyone in real estate is talking about. It's simple: buyers share owne= rship of a high-value asset, splitting costs while enjoying all the benefit=
s =E2=80=93 letting people utilize premium vacation properties at a fractio=
n of the cost.<p></p><p>And for <a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Finvest.pacaso.com%2F%3Futm_source=3Ddmrpacasolandingpag= e%26utm_medium=3Dpartnership30-385_02-18%26tnames=3Dpartnership30-385_02-18= _10758330809/3/01000195284e6530-ca948f45-3279-4faa-99ea-a8c32ca1cb05-000000= /c631hBIPTIX1ATDgP7DdmsC9-dfGHUDq6DLp1x3TVEY=3D392" rel=3D"noopener norefer= rer nofollow" target=3D"_blank"><span>just $2.70 a share</span></a>, you ca=
n invest in the market leader. Through <a href=3D"
https://tracking.tldrnews= letter.com/CL0/https:%2F%2Finvest.pacaso.com%2F%3Futm_source=3Ddmrpacasolan= dingpage%26utm_medium=3Dpartnership30-385_02-18%26tnames=3Dpartnership30-38= 5_02-18_10758330809/4/01000195284e6530-ca948f45-3279-4faa-99ea-a8c32ca1cb05= -000000/PcPq_o98A4zxQwcjuc5RwWjttlzot2FfH4tsCEIE_BI=3D392" rel=3D"noopener = noreferrer nofollow" target=3D"_blank"><span>Pacaso</span></a>'s digital pl= atform, users buy, sell, and finance vacation home shares in mere clicks. T= hey've already handed keys to 1,500+ happy homeowners, earning $100M in gro=
ss profits, and attracting investors like Softbank and Maveron. Now, for th=
e first time, everyday investors can own Pacaso stock.</p>
<p>=F0=9F=91=89 <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2= F%2Finvest.pacaso.com%2F%3Futm_source=3Ddmrpacasolandingpage%26utm_medium= =3Dpartnership30-385_02-18%26tnames=3Dpartnership30-385_02-18_10758330809/5= /01000195284e6530-ca948f45-3279-4faa-99ea-a8c32ca1cb05-000000/U61t33N0RrIu3= w987XMFP0qQacYHs7IObLiSWaLhsG0=3D392" rel=3D"noopener noreferrer nofollow" = target=3D"_blank"><span>Lock in the current price before it changes this Th= ursday, February 27.</span></a>
</span></span></div>
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<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%2Fgizmodo.com%2Fopenais-gpt-4-5-may-arrive-next-week-but-= gpt-5-is-just-around-the-corner-2000566442%3Futm_source=3Dtldrnewsletter/1/= 01000195284e6530-ca948f45-3279-4faa-99ea-a8c32ca1cb05-000000/HNRHvsOo6yGI2g= bdRXTZKYcPwIArypX6l7adHZYnPrY=3D392">
<span>
<strong>OpenAI's GPT-4.5 May Arrive=
Next Week, but GPT-5 Is Just Around the Corner (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
OpenAI may be preparing to release GPT-= 4.5 as early as next week - anonymous sources say that the next model could=
hit the scene sometime this month. GPT-5 may be released as early as May. = Microsoft has a good reason to want GPT-5 in May - its annual developer con= ference is on May 22. While GPT-5 may be more capable and efficient, it doe= sn't necessarily mean there will be any new use cases for AI.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2F7ME2sj/1/01000195284e6530-ca= 948f45-3279-4faa-99ea-a8c32ca1cb05-000000/TSg5IuLs22-O_aFPjEr12wYvqks1ScvNb= Z2FDENa8S0=3D392">
<span>
<strong>Amazon MGM Studios Gains Cr= eative Control of James Bond Franchise From Broccoli Family (3 minute read)= </strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The Broccoli family, which has long con= trolled the 007 franchise, will hand over creative control of the series to=
Amazon MGM Studios in a new joint venture with the studio. Amazon will now=
control who will play Bond, who will write the next script, and when the f= ilm goes into production. The financial terms of the joint venture have not=
been disclosed. Amazon and the Broccoli family have been at odds since the=
tech company acquired the rights to release Bond movies about three years = ago.
</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.nature.com%2Farticles%2Fd41586-025-00531-3%3Futm_so= urce=3Dtldrnewsletter/1/01000195284e6530-ca948f45-3279-4faa-99ea-a8c32ca1cb= 05-000000/McgNz6Iltunq4AJggQDs69fQ9vG3Lu2toqXK6sEAgIM=3D392">
<span>
<strong>Biggest-ever AI biology mod=
el writes DNA on demand (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Scientists have released an artificial = intelligence model for biology trained on 128,000 genomes spanning the tree=
of life. It can make sense of existing DNA and also write whole chromosome=
s and small genomes from scratch. The model is available to scientists thro= ugh a web interface - it can also be downloaded freely. The model could be = used to help identify hard-to-interpret changes in people's genomes, deciph=
er complex genomes, predict the effects of mutations, and more.
</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%2F20%2Ffigures-humanoid-robo= t-takes-voice-orders-to-help-around-the-house%2F%3Futm_source=3Dtldrnewslet= ter/1/01000195284e6530-ca948f45-3279-4faa-99ea-a8c32ca1cb05-000000/XEk_zoOC= Kd8BEZrLFQSvLpiAajQNs-bJ5S9ZpFSUnt8=3D392">
<span>
<strong>Figure's humanoid robot tak=
es voice orders to help around the house (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Figure has revealed a Vision-Language-A= ction (VLA) model for humanoid robots. VLAs leverage vision and language co= mmands to process information, enabling robots to be trained through a comb= ination of video and large language models. Figure's Helix model enables ro= bots to follow natural language commands and pick up novel items with varyi=
ng shapes, sizes, colors, and material properties never encountered before =
in training. Work on Helix is still at a very early stage, so demonstration=
s should be taken with a grain of salt.
</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%2Fgithub.com%2Fconfident-ai%2Fdeepeval%3Futm_source=3Dtld= rnewsletter/1/01000195284e6530-ca948f45-3279-4faa-99ea-a8c32ca1cb05-000000/= V7R1JSf_Yit6vzFSURTNxX3BPbhRpwAYwGuKg3SqrxE=3D392">
<span>
<strong>DeepEval (GitHub Repo)</str=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
DeepEval is an open source framework fo=
r evaluating and testing large language model systems. It incorporates the = latest research to evaluate model outputs using locally run models. DeepEva=
l supports applications implemented via RAG, fine-tuning, LangChain, LlamaI= ndex, and more. It helps developers easily determine the optimal hyperparam= eters to improve their RAG pipeline, improve prompt drifting, or transition=
from OpenAI to hosting their own Llama 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%2Fgithub.com%2Fkubenetworks%2Fkubevpn%3Futm_source=3Dtldr= newsletter/1/01000195284e6530-ca948f45-3279-4faa-99ea-a8c32ca1cb05-000000/t= 1B8fTvH5mhvNL8ff-rhl4gry1pILlis-kPAIHxSrB4=3D392">
<span>
<strong>KubeVPN (GitHub Repo)</stro=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
KubeVPN provides a Cloud-Native Dev Env= ironment that seamlessly connects to Kubernetes cluster networks using serv= ice names or Pod IP/Service IP. It enables developers to run Kubernetes pod=
s within local Docker containers, ensuring an identical environment, volume=
, and network setup. KubeVPN empowers developers to create applications ent= irely on their local PCs.
</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%2Fblog.pragmaticengineer.com%2Fsoftware-engineer-jobs-fiv= e-year-low%2F%3Futm_source=3Dtldrnewsletter/1/01000195284e6530-ca948f45-327= 9-4faa-99ea-a8c32ca1cb05-000000/Tmv5RsUbp-lao0yj68AWVIS4HqPP2rC6qeCyJjY2hyY= =3D392">
<span>
<strong>Software engineering job op= enings hit five-year low? (15 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
There has been a 35% decrease in the nu= mber of software engineering job vacancies in the US since January 2020. Wh= ile the story is similar in Canada, things are different in the UK, France,=
Germany, and Australia. Australia is the only country where the number of = jobs listed is not lower than in 2020. Software development jobs have been = the biggest boom and bust in vacancies compared to all industries. This pos=
t discusses the reasons for the decrease and predictions for what growth in=
the tech industry is likely to be like this year.
</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.nytimes.com%2F2025%2F02%2F20%2Ftechnology%2Fai-sili= con-valley-start-ups.html%3Funlocked_article_code=3D1.yk4.vJlG.Q__wftRWk5um= %26smid=3Durl-share%26utm_source=3Dtldrnewsletter/1/01000195284e6530-ca948f= 45-3279-4faa-99ea-a8c32ca1cb05-000000/tDgRYTQDk26FI8hgasUop79e8aO4exZPIE6N5= -YnNwU=3D392">
<span>
<strong>A.I. Is Changing How Silico=
n Valley Builds Start-Ups (6 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Tech startups used to raise huge sums t=
o hire armies of workers and grow fast, but AI tools are enabling workers t=
o be more efficient, making tiny teams more successful. Startups are using =
AI tools to increase employees' productivity in everything from customer se= rvice and marketing to coding and customer research. They are able to gain = more revenue with fewer employees and less cash, something that wouldn't ha=
ve been possible without the technology. The potential for AI to let startu=
ps do more with less has led to wild speculation about the future.
</span>
</span>
</div>
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<div class=3D"text-block">
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<h1><strong>Quick Links</strong></h1>
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<strong>AWS S3 SDK breaks its compa= tible services (2 minute read)</strong>
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The new default data protections for ne=
w objects in Amazon S3 break compatibility with nearly all S3-compatible se= rvices as they update the default settings in all SDKs.
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<strong>GenSX (GitHub Repo)</strong=
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GenSX is a TypeScript framework for bil= ling agents and workflows with simple and reusable React-like components.
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<a href=3D"
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Google's Co-scientist is a hypothesis-f= ormulation machine that uses multiple agents.
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<strong>The scaling laws govern AI = progress (15 minute read)</strong>
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Grok 3 is a massive leap forward compar=
ed to Grok 2 - it performs at a level compared to, and in some cases exceed= ing, models from OpenAI, Google, DeepMind, and Anthropic.
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<strong>Hello, DeepSeek Open Infra!=
(GitHub Repo)</strong>
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DeepSeek is open sourcing five reposito= ries that contain the building blocks of its online service to share its pr= ogress with full transparency.
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