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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


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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=
renovations. Co-ownership is all anyone in real estate is
talking about.=
It's simple: buyers share ownership of a high-value
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people utilize premi=
um vacation properties at a fraction of the cost.

And for just $2.70 a=
share [4], you can invest in the market leader.
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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

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

If y=
our company is interested in reaching an audience of tech
executives, dec=
ision-makers and engineers, you may want to ADVERTISE
WITH US [21].=20
=

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

APPLY HERE [22] or send a frien=
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$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 [23] & Stephen Flanders [24]=20

Manage your subscrip=
tions [25] to our other newsletters on tech,
startups, and programming. O=
r if TLDR isn't for you, please
unsubscribe [26].=20

=20

Links:
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[3] https://a.tldrnewsletter.com/web-version?ep=3D1&lc=3Db5b= b39ac-a04f-11ee-8692-6388dbdd6fd1&p=3Dae987c9c-f02c-11ef-84ab-e1d09875e880&= pt=3Dcampaign&t=3D1740137981&s=3D8c31a8dc04ecaf8ad9fd42061f0005bdde0d31fd76= ad42b211843bb44ecfbe53
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[5] https://gizmodo.com/openais-gpt-4-5-may-arrive-= next-week-but-gpt-5-is-just-around-the-corner-2000566442?utm_source=3Dtldrn= ewsletter
[6] https://links.tldrnewsletter.com/7ME2sj
[7] https://www.n= ature.com/articles/d41586-025-00531-3?utm_source=3Dtldrnewsletter
[8] htt= ps://techcrunch.com/2025/02/20/figures-humanoid-robot-takes-voice-orders-to= -help-around-the-house/?utm_source=3Dtldrnewsletter
[9] https://github.co=
m/confident-ai/deepeval?utm_source=3Dtldrnewsletter
[10] https://github.c=
om/kubenetworks/kubevpn?utm_source=3Dtldrnewsletter
[11] https://blog.pra= gmaticengineer.com/software-engineer-jobs-five-year-low/?utm_source=3Dtldrn= ewsletter
[12] https://www.nytimes.com/2025/02/20/technology/ai-silicon-v= alley-start-ups.html?unlocked_article_code=3D1.yk4.vJlG.Q__wftRWk5um&smid= =3Durl-share&utm_source=3Dtldrnewsletter
[13] https://xuanwo.io/links/202= 5/02/aws_s3_sdk_breaks_its_compatible_services/?utm_source=3Dtldrnewsletter=

[14] https://github.com/gensx-inc/gensx?utm_source=3Dtldrnewsletter
[1=
5] https://techcrunch.com/2025/02/20/meta-starts-accepting-sign-ups-for-com= munity-notes-on-facebook-instagram-and-threads/?utm_source=3Dtldrnewsletter=

[16] https://www.zdnet.com/article/googles-ai-co-scientist-is-test-time-= scaling-on-steroids-what-that-means-for-research/?utm_source=3Dtldrnewslett=
er
[17] https://www.thealgorithmicbridge.com/p/grok-3-another-win-for-the= -bitter?utm_source=3Dtldrnewsletter
[18] https://github.com/deepseek-ai/o= pen-infra-index?utm_source=3Dtldrnewsletter
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[20] https://hub.sparklp.co/sub_32edf8dd66ae/1
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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&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80= =8C&nbsp;&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;</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: &quot;Helvetica Neue&quot;, 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 &amp; 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: &quot;Helvetica Neue&quot;, 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: &quot;Helvetica Neue&quot;, 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>

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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><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 &amp; 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: &quot;Helvetica Neue&quot;, 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: &quot;Helvetica Neue&quot;, 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>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =92=BB</span></div></div>
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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><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 &amp; 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: &quot;Helvetica Neue&quot;, 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: &quot;Helvetica Neue&quot;, 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: &quot;Helvetica Neue&quot;, 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: &quot;Helvetica Neue&quot;, 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>
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