Subj : Google Pixel leaks 📱, YouTube's TV growth 📺, 2025's top startups 🚀

Subj : Google Pixel leaks 📱, YouTube's TV growth 📺, 2025's top startups 🚀
To : All
From : TLDR
Date : Wed Feb 12 2025 11:38 am

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Google appears to be ditching the camera bump this year for the Pixel
9A =
- it's still there, but just barely. A new set of renders has
leaked=
=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=
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=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=
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=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=
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=C2=A0

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

=09=09TLDR=
=20

=09=09TOGETHER WITH [GitHub] [4]

TLDR 2025-02-12

USE THE =
LATEST AI MODELS AND BUILD CUSTOM AGENTS ON GITHUB COPILOT
(SPONSOR) [4] =

It's never been easier to experience the power of AI-assisted coding=
.
Simply open Copilot in your IDE [4], choose your AI model, and you're=

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=
=F0=9F=93=B1=20

BIG TECH & STARTUPS

MUSK'S $97.4 BILLION OPENAI BI=
D PILES PRESSURE ON SAM ALTMAN (4
MINUTE READ) [5]=20

Elon Musk's off=
er to buy OpenAI for $97.4 billion, backed by a
consortium of investors, =
could force OpenAI's board of directors to
reassess how it is valuing the=
nonprofit. OpenAI is currently
negotiating how much equity Microsoft sho=
uld get in its for-profit
company - satisfying all those parties was alre=
ady complicated. The
company must get approval for its conversion from at=
torneys general in
California and Delaware - these officials will oversee=
the valuation
of the nonprofit's assets during a sale to ensure it is pr=
operly
compensated. Sam Altman has stated that he thinks Musk's offer is =
just
a tactic to slow OpenAI down.=20

LEAKED PIXEL 9A RENDERS SHOW AL=
MOST NO CAMERA BUMP (2 MINUTE READ)
[6]=20

Google appears to be ditch=
ing the camera bump this year for the Pixel
9A - it's still there, but ju=
st barely. A new set of renders has
leaked showing the phone in black, wh=
ite, pink, and purple. The back
cameras will include a 48-megapixel main =
shooter and a 13-megapixel
ultrawide. The phone will have a 13-megapixel =
selfie camera in the
front and a 5,100mAh battery. The base model of the =
phone, which will
have 128GB storage, will cost $499. The Pixel 9A will b=
e released on
March 26.=20

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

SCIENCE & FUTURISTIC TEC=
HNOLOGY

A YEAR OF TELEPATHY (8 MINUTE READ) [7]=20

There are now =
three people with Neuralink implants. Combined, these
patients have had t=
heir Links implanted for over 670 days and used
Telepathy for over 4,900 =
hours. All three individuals are unable to
move their arms and legs. This=
post looks at how their Links have
improved their lives. It tells each o=
f their stories and shows
examples of what their Links have enabled them =
to do.=20

ARGENTINA'S GENE-EDITED HORSES (1 MINUTE READ) [8]=20

Sci=
entists in Argentina have created genetically edited horses with
increase=
d explosive speed. The five foals have been tweaked to one day
be able to=
outrun the champion mare they received genes from. Gene
editing is banne=
d by the International Federation for Equestrian
Sports and the British H=
orseracing Authority, but the biotech firm
that created the foals argues =
that the new horses' genes could have
theoretically occurred naturally th=
rough selective breeding or genetic
mutations.=20

=F0=9F=92=BB=20

P=
ROGRAMMING, DESIGN & DATA SCIENCE

=E2=9C=82=EF=B8=8F CUT YOUR QA CYCL=
ES DOWN TO MINUTES WITH QA WOLF (SPONSOR) [9]=20

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it, you need to check out QA Wolf [10].

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ts engineering teams to 80% automated
end-to-end test coverage and their =
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With QA Wolf, Drata's team of 80+ engineers [11]=
achieved 4x more test
cases and 86% FASTER QA CYCLES.

Schedule a de=
mo to learn more [12]

EMERGING PATTERNS IN BUILDING GENAI PRODUCTS (4=
0 MINUTE READ) [13]=20

A range of common patterns is emerging as softwa=
re products that use
generative AI are moving from proof-of-concept to pr=
oduction systems.
This article looks at some of the regular patterns used=
to deal with
issues in moving to production. It covers direct prompting,=

embeddings, evals, hybrid receivers, query rewriting, and retrieval
au=
gmented generation. The article provides an example and instructions
for =
when to use the pattern for each pattern described.=20

META'S HYPERSCAL=
E INFRASTRUCTURE: OVERVIEW AND INSIGHTS (45 MINUTE
READ) [14]=20

This=
article provides a high-level overview of Meta's hyperscale
infrastructu=
re. Meta's engineering culture values moving fast,
technology openness, r=
esearch in production, and shared
infrastructure. It has adopted continuo=
us deployment universally and
enabled developers to write serverless func=
tions rather than
traditional service code. Meta uses hardware-software c=
o-design at the
data center scale and autonomously optimizes resource all=
ocations to
reduce hardware costs. Its strategy involves co-designing the=
entire
stack.=20

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

MISCELLANEOUS

ANNOUNCING TH=
E 2025 EXCEPTIONAL STARTUPS LIST (3 MINUTE READ) [15]=20

This year's Ex=
ceptional Startups List contains 240 startups, up from
140 last year. 43%=
of the startups came from the Bay Area. Over 30 of
the top venture firms=
submitted names this year, including some of the
best funds on Earth. AI=
was the main driver of the size of the list. A
link to the list is avail=
able in the article.=20

YOUTUBE SURPRISE: CEO SAYS TV OVERTAKES MOBILE =
AS =E2=80=9CPRIMARY
DEVICE=E2=80=9D FOR VIEWING (3 MINUTE READ) [16]=20
=

TV screens have overtaken mobile as the primary device for viewing
Yo=
uTube in the US. Many of the world's biggest events, including
elections,=
the Olympics, Coachella, the Super Bowl, and the Cricket
World Cup, play=
out on the platform. YouTube plans to roll out more
tools to support pod=
casters, improve monetization for creators, and
make it easier to discove=
r podcasts. It is making auto-dubbing
available for all creators in the Y=
ouTube Partner Program later this
month. The future will expand to more l=
anguages throughout the year.=20

TLDR IS HIRING CURATORS FOR OUR NEW TL=
DR FINTECH NEWSLETTER (FULLY
REMOTE, $100/HR)=20

TLDR is hiring part =
time curators to launch our TLDR Fintech
newsletter.
TLDR Fintech alrea=
dy has over 200,000 pre-registered subscribers, it's
a great way to build=
a personal brand within the fintech community.

The ideal candidate wo=
uld have deep experience working directly in the
fintech space, and enjoy=
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Time commitment is ~2-3 h=
ours/week paid at a rate of $100/hr. To apply
please send your LinkedIn o=
r resume to [email protected] along with a
couple sentences on why you'd be =
a good fit!

=E2=9A=A1=20

QUICK LINKS

INCREASE VELOCITY OF PLA=
YWRIGHT TEST AUTOMATION BY 5X (SPONSOR) [17]=20

Watch QA Wolf AI [18] g=
enerate a Playwright test for Figma's
prototyper in just 6 minutes compar=
ed to 29 minutes without AI.=20

THERE HASN'T BEEN MUCH IF ANY REDUCTION=
IN WFH IN OVER TWO YEARS,
DESPITE THE HYPE ABOUT RTO (5 MINUTE READ) [19=
]=20

Hopes that return-to-office mandates will bail out the office sect=
or
seem premature.=20

CHINA LAUNCHES NEW ROCKET CRUCIAL TO CHALLENGIN=
G MUSK'S STARLINK (2
MINUTE READ) [20]=20

China's Long March 8A is de=
signed to deploy large numbers of
satellites for China's massive space-ba=
sed internet networks.=20

DEEPMIND WORKING ON DISTRIBUTED TRAINING OF L=
ARGE AI MODELS (5 MINUTE
READ) [21]=20

DeepMind has published researc=
h that discusses how to distribute the
training of models with billions o=
f parameters among clusters of
computers (that could theoretically be wid=
ely separated) while
producing the same level of quality as before.=20
=

WASM WILL REPLACE CONTAINERS (3 MINUTE READ) [22]=20

WebAssembly is=
a true write-once-run-anywhere experience, and you can
compile several l=
anguages into WebAssembly already.=20

BUILDING A PERSONAL, PRIVATE AI C=
OMPUTER ON A BUDGET (13 MINUTE READ)
[23]=20

This post walks through =
how to build a setup that can run
medium-sized models completely under yo=
ur control.=20

ENTERPRISE IS DEAD (13 MINUTE READ) [24]=20

Enterpri=
se is not one-size-fits-all - do the things that click,
whether they're e=
asy or not, and ignore the noise.=20

Love TLDR? Tell your friends and ge=
t rewards!

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

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=09=09 Track y=
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If your company is interested in reaching an audience of tech
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Want to work at TLDR? =F0=9F=92=BC

APPLY HERE [28] or send a=
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$1k if we hire them!=20

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

Thank=
s for reading,=20
Dan Ni [29] & Stephen Flanders [30]=20

Manage your su=
bscriptions [31] to our other newsletters on tech,
startups, and programm=
ing. Or if TLDR isn't for you, please
unsubscribe [32].=20

=20

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thy/?utm_source=3Dtldrnewsletter
[8] https://theweek.com/science/argentin=
a-gene-editing-polo-horses-crispr?utm_source=3Dtldrnewsletter
[9] https:/=
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[13] https://martinfowler.com/articles/gen-ai-patterns/?utm_source=3Dtl=
drnewsletter
[14] https://cacm.acm.org/research/metas-hyperscale-infrastr=
ucture-overview-and-insights/?utm_source=3Dtldrnewsletter
[15] https://ty=
lerhogge.com/2025/02/11/announcing-the-2025-exceptional-startups-list/?utm_=
source=3Dtldrnewsletter
[16] https://www.hollywoodreporter.com/business/b=
usiness-news/youtube-tv-viewing-overtakes-mobile-ceo-neal-mohan-1236132074/=
?utm_source=3Dtldrnewsletter
[17] https://www.qawolf.com/ai?utm_source=3D=
tldr&utm_medium=3Dnewsletter&utm_campaign=3DACQ_All_Demo_Conversions__Newsl=
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content=3D5xFasterTestCreation_None_None_Headline%3AIncreaseVelocityOfPlayw=
rightTestAutomationBy5x_None_None_None_Newsletter-QuickLinks_20250212_v1
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[18] https://www.qawolf.com/ai?utm_source=3Dtldr&utm_medium=3Dnewsletter&ut=
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ywrightTestAutomationBy5x_None_None_None_Newsletter-QuickLinks_20250212_v1=

[19] https://wolfstreet.com/2025/02/10/there-hasnt-been-much-if-any-redu=
ction-in-wfh-in-over-2-years-despite-all-the-hype-about-rto/?utm_source=3Dt=
ldrnewsletter
[20] https://www.bloomberg.com/news/articles/2025-02-11/chi=
na-launches-new-rocket-crucial-to-challenging-musk-s-starlink?accessToken=
=3DeyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGV=
kQXJ0aWNsZSIsImlhdCI6MTczOTMyNjEzOSwiZXhwIjoxNzM5OTMwOTM5LCJhcnRpY2xlSWQiOi=
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Tg2MzcwOSJ9.1kY0Qg-UDihag167WB0a3fGWg8fwq2PzbK7TjMNX9AE&utm_source=3Dtldrne=
wsletter
[21] https://www.theregister.com/2025/02/11/deepmind_distributed=
_model_training_research/?utm_source=3Dtldrnewsletter
[22] https://cresto=
n.blog/wasm-will-replace-containers/?utm_source=3Dtldrnewsletter
[23] htt=
ps://ewintr.nl/posts/2025/building-a-personal-private-ai-computer-on-a-budg=
et/?utm_source=3Dtldrnewsletter
[24] https://cra.mr/enterprise-is-dead/?u=
tm_source=3Dtldrnewsletter
[25] https://refer.tldr.tech/1fd848fa/
[26] =
https://hub.sparklp.co/sub_32edf8dd66ae/1
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[29] https://twitter.com/tldrdan=

[30] https://twitter.com/SteveFlanders22
[31] https://tldr.tech/tech/m=
anage?email=3Dtldr%40synchro.net
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=09=09</style></head><body class=3D"">

<div style=3D"display: none; max-height: 0px; overflow: hidden;">Google app=
ears to be ditching the camera bump this year for the Pixel 9A - it's =
still there, but just barely. A new set of renders has leaked =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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ht: 100%;">Together With </strong>
<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgithub.com%2=
Ffeatures%2Fcopilot%3Futm_campaign=3Dcopilot_free_jan_tl_dr_newsletter%26ut=
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<div style=3D"text-align: center;">

<h1><strong>TLDR <span id=3D"date">2025-02-12</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%2Fgithub.com%2Ffeatures%2Fcopilot%3Futm_campaign=3Dcopilo=
t_free_jan_tl_dr_newsletter%26utm_medium=3Dnewsletter%26utm_source=3DNewsle=
tter/2/01000194f9f45c71-fe04a585-5937-4791-979d-0369c6beb48f-000000/3D1wah6=
EwHIyR2_EzWw0EZOBZGZsabpDMr4mZijZ_x8=3D392">
<span>
<strong>Use the Latest AI Models an=
d Build Custom Agents on GitHub Copilot (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
It's never been easier to experience th=
e power of AI-assisted coding. Simply <a href=3D"https://tracking.tldrnewsl=
etter.com/CL0/https:%2F%2Fgithub.com%2Ffeatures%2Fcopilot%3Futm_campaign=3D=
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Newsletter/3/01000194f9f45c71-fe04a585-5937-4791-979d-0369c6beb48f-000000/1=
CyFgN5-7zwwR6bqfbt9wliqywfc3Gec72lg_MBFp8M=3D392" rel=3D"noopener noreferre=
r nofollow" target=3D"_blank"><span>open Copilot in your IDE</span></a>, ch=
oose your AI model, and you're good to go.

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<p>Refactor and debug code.</p>

<p>Ask Copilot to explain your codebase.</p>

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<p>Generate tests (and ask why your tests fail).</p>

<p>Investigate and fix code with simple slash commands.</p>

<p>Use Extensions to run Copilot from other tools and services.</p>

<p>=F0=9F=8E=81 The <a href=3D"https://tracking.tldrnewsletter.com/CL0/http=
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</p>
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<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">

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dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
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<span>
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com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2F5mcFOg/1/01000194f9f45c71-fe=
04a585-5937-4791-979d-0369c6beb48f-000000/cocPLz9ZtTEHZ1zPXda2Z92X5iN-tacEM=
o6CEAk2_8A=3D392">
<span>
<strong>Musk's $97.4 Billion OpenAI=
Bid Piles Pressure on Sam Altman (4 minute read)</strong>
</span>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Elon Musk's offer to buy OpenAI for $97=
.4 billion, backed by a consortium of investors, could force OpenAI's board=
of directors to reassess how it is valuing the nonprofit. OpenAI is curren=
tly negotiating how much equity Microsoft should get in its for-profit comp=
any - satisfying all those parties was already complicated. The company mus=
t get approval for its conversion from attorneys general in California and =
Delaware - these officials will oversee the valuation of the nonprofit's as=
sets during a sale to ensure it is properly compensated. Sam Altman has sta=
ted that he thinks Musk's offer is just a tactic to slow OpenAI down.
</span>
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com/CL0/https:%2F%2Fwww.theverge.com%2Fnews%2F610158%2Fgoogle-pixel-9a-leak=
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zrod2io=3D392">
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w almost no camera bump (2 minute read)</strong>
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erdana, sans-serif;">
Google appears to be ditching the camer=
a bump this year for the Pixel 9A - it's still there, but just barely. A ne=
w set of renders has leaked showing the phone in black, white, pink, and pu=
rple. The back cameras will include a 48-megapixel main shooter and a 13-me=
gapixel ultrawide. The phone will have a 13-megapixel selfie camera in the =
front and a 5,100mAh battery. The base model of the phone, which will have =
128GB storage, will cost $499. The Pixel 9A will be released on March 26.
</span>
</span>
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cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi=
ng-top: 0px; padding-bottom: 0px;">
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=9A=80</span></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;">
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<h1><strong>Science & Futuristic Technology</strong></h1>
</div>
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<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=
;">
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<span>
<a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fneuralink.com%2Fblog%2Fa-year-of-telepathy%2F%3Futm_sou=
rce=3Dtldrnewsletter/1/01000194f9f45c71-fe04a585-5937-4791-979d-0369c6beb48=
f-000000/B0s8FSRNqb0BA9h_xWav6fOd1GE3qGDkNj-SeW-JcPs=3D392">
<span>
<strong>A Year of Telepathy (8 minu=
te read)</strong>
</span>
</a>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
There are now three people with Neurali=
nk implants. Combined, these patients have had their Links implanted for ov=
er 670 days and used Telepathy for over 4,900 hours. All three individuals =
are unable to move their arms and legs. This post looks at how their Links =
have improved their lives. It tells each of their stories and shows example=
s of what their Links have enabled them to do.
</span>
</span>
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<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=
;">
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com/CL0/https:%2F%2Ftheweek.com%2Fscience%2Fargentina-gene-editing-polo-hor=
ses-crispr%3Futm_source=3Dtldrnewsletter/1/01000194f9f45c71-fe04a585-5937-4=
791-979d-0369c6beb48f-000000/YQsxsoSmnGEXC0TflzOj844uwNM2m9wLyJH99g7wxng=3D=
392">
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<strong>Argentina's gene-edited hor=
ses (1 minute read)</strong>
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erdana, sans-serif;">
Scientists in Argentina have created ge=
netically edited horses with increased explosive speed. The five foals have=
been tweaked to one day be able to outrun the champion mare they received =
genes from. Gene editing is banned by the International Federation for Eque=
strian Sports and the British Horseracing Authority, but the biotech firm t=
hat created the foals argues that the new horses' genes could have theoreti=
cally occurred naturally through selective breeding or genetic mutations.
</span>
</span>
</div>
</td></tr></tbody></table>

</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
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<h1><strong>Programming, Design & Data Science</strong></h1>
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r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
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;">
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com/CL0/https:%2F%2Fwww.qawolf.com%2F%3Futm_source=3Dtldr%26utm_medium=3Dne=
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wsletter_CutQACycles_20250212-None_Experiment-FALSE%26utm_term=3Dheadline-C=
utYourQACyclesDownToMinutesWithQAWolf%26utm_content=3DCutQACycles_ScheduleA=
DemoToLearnMore_None_Headline%253ACutYourQACyclesDownToMinutesWithQAWolf_No=
ne_None_None_Newsletter-SecondaryPlacement_20250212_v1/1/01000194f9f45c71-f=
e04a585-5937-4791-979d-0369c6beb48f-000000/lkN4-r2Lpiq2GonJ9Y71yjzo6F1etWfU=
VWcdlPdmq3o=3D392">
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<strong>=E2=9C=82=EF=B8=8F Cut your=
QA cycles down to minutes with QA Wolf (Sponsor)</strong>
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erdana, sans-serif;">
If QA is a bottleneck on your software =
engineering team and you're releasing slowly because of it, you need to che=
ck out <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.q=
awolf.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DAC=
Q_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_2025021=
2-None_Experiment-FALSE%26utm_term=3Dbody-QAWolf%26utm_content=3DCutQACycle=
s_ScheduleADemoToLearnMore_None_Headline%253ACutYourQACyclesDownToMinutesWi=
thQAWolf_None_None_None_Newsletter-SecondaryPlacement_20250212_v1/1/0100019=
4f9f45c71-fe04a585-5937-4791-979d-0369c6beb48f-000000/_AaJLFZXaVKCpZQVSvY8e=
pLDc2lVOl7Q4k7y9OCVpsE=3D392" rel=3D"noopener noreferrer nofollow" target=
=3D"_blank"><span>QA Wolf</span></a>.

<p></p>

<p>Their fully-managed service gets engineering teams to 80% automated end-=
to-end test coverage and their AI-native platform helps dev teams <strong>s=
hip 5x faster</strong> by reducing QA cycles from hours to minutes.</p>

<p>With QA Wolf, <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%=
2F%2Fwww.qawolf.com%2Fcase-studies%2Fdrata%3Futm_source=3Dtldr%26utm_medium=
=3Dnewsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience=
_-_Newsletter_CutQACycles_20250212-None_Experiment-FALSE%26utm_term=3Dbody-=
DratasTeamOf80PlusEngineers%26utm_content=3DCutQACycles_ScheduleADemoToLear=
nMore_None_Headline%253ACutYourQACyclesDownToMinutesWithQAWolf_None_None_No=
ne_Newsletter-SecondaryPlacement_20250212_v1/1/01000194f9f45c71-fe04a585-59=
37-4791-979d-0369c6beb48f-000000/L8cqWC20OBchi4G19n76uBxZndoHE3u7ntqfeHNAgo=
8=3D392" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Drata=
's team of 80+ engineers</span></a> achieved 4x more test cases and <strong=
>86% faster QA cycles</strong>.</p>

<p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawol=
f.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_Al=
l_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20250212-No=
ne_Experiment-FALSE%26utm_term=3Dcta-ScheduleADemoToLearnMore%26utm_content=
=3DCutQACycles_ScheduleADemoToLearnMore_None_Headline%253ACutYourQACyclesDo=
wnToMinutesWithQAWolf_None_None_None_Newsletter-SecondaryPlacement_20250212=
_v1/1/01000194f9f45c71-fe04a585-5937-4791-979d-0369c6beb48f-000000/6jJNufEl=
plXYwm2gY354zQfswvnsdacJOyuFrB7QGQA=3D392" rel=3D"noopener noreferrer nofol=
low" target=3D"_blank"><span>Schedule a demo to learn more</span></a>

</p>
</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%2Fmartinfowler.com%2Farticles%2Fgen-ai-patterns%2F%3Futm_=
source=3Dtldrnewsletter/1/01000194f9f45c71-fe04a585-5937-4791-979d-0369c6be=
b48f-000000/1hMW_CCobrFXhu3FltHKfv2GgY9p6ioqPU9hlbhg3wY=3D392">
<span>
<strong>Emerging Patterns in Buildi=
ng GenAI Products (40 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
A range of common patterns is emerging =
as software products that use generative AI are moving from proof-of-concep=
t to production systems. This article looks at some of the regular patterns=
used to deal with issues in moving to production. It covers direct prompti=
ng, embeddings, evals, hybrid receivers, query rewriting, and retrieval aug=
mented generation. The article provides an example and instructions for whe=
n to use the pattern for each pattern described.
</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%2Fcacm.acm.org%2Fresearch%2Fmetas-hyperscale-infrastructu=
re-overview-and-insights%2F%3Futm_source=3Dtldrnewsletter/1/01000194f9f45c7=
1-fe04a585-5937-4791-979d-0369c6beb48f-000000/xEm-RgOZg_KGONeCNJLPEIx6VVu9b=
h2_Pvp6ZBELBlY=3D392">
<span>
<strong>Meta's Hyperscale Infrastru=
cture: Overview and Insights (45 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
This article provides a high-level over=
view of Meta's hyperscale infrastructure. Meta's engineering culture values=
moving fast, technology openness, research in production, and shared infra=
structure. It has adopted continuous deployment universally and enabled dev=
elopers to write serverless functions rather than traditional service code.=
Meta uses hardware-software co-design at the data center scale and autonom=
ously optimizes resource allocations to reduce hardware costs. Its strategy=
involves co-designing the entire stack.
</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%2Ftylerhogge.com%2F2025%2F02%2F11%2Fannouncing-the-2025-e=
xceptional-startups-list%2F%3Futm_source=3Dtldrnewsletter/1/01000194f9f45c7=
1-fe04a585-5937-4791-979d-0369c6beb48f-000000/1wwPNKOJDMBskIZSMsCi9g4VDdwFW=
6fyrY9BvACoZQo=3D392">
<span>
<strong>Announcing the 2025 Excepti=
onal Startups List (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
This year's Exceptional Startups List c=
ontains 240 startups, up from 140 last year. 43% of the startups came from =
the Bay Area. Over 30 of the top venture firms submitted names this year, i=
ncluding some of the best funds on Earth. AI was the main driver of the siz=
e of the list. A link to the list is available in the article.
</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.hollywoodreporter.com%2Fbusiness%2Fbusiness-news%2F=
youtube-tv-viewing-overtakes-mobile-ceo-neal-mohan-1236132074%2F%3Futm_sour=
ce=3Dtldrnewsletter/1/01000194f9f45c71-fe04a585-5937-4791-979d-0369c6beb48f=
-000000/nAFRntOf837_8dbqkdde-Q_-UZBBR0PgiPy2Lws4eQk=3D392">
<span>
<strong>YouTube Surprise: CEO Says =
TV Overtakes Mobile as =E2=80=9CPrimary Device=E2=80=9D for Viewing (3 minu=
te read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
TV screens have overtaken mobile as the=
primary device for viewing YouTube in the US. Many of the world's biggest =
events, including elections, the Olympics, Coachella, the Super Bowl, and t=
he Cricket World Cup, play out on the platform. YouTube plans to roll out m=
ore tools to support podcasters, improve monetization for creators, and mak=
e it easier to discover podcasts. It is making auto-dubbing available for a=
ll creators in the YouTube Partner Program later this month. The future wil=
l expand to more languages throughout the 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"mailto:[email protected]?utm_source=
=3Dtldrnewsletter">
<span>
<strong>TLDR is hiring curators for=
our new TLDR Fintech newsletter (Fully Remote, $100/hr)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
TLDR is hiring part time curators to la=
unch our TLDR Fintech newsletter.<p>TLDR Fintech already has over 200,000 p=
re-registered subscribers, it's a great way to build a personal brand withi=
n the fintech community.</p><p>The ideal candidate would have deep experien=
ce working directly in the fintech space, and enjoy analyzing news and tren=
ds within the space.</p><p>Time commitment is ~2-3 hours/week paid at a rat=
e of $100/hr. To apply please send your LinkedIn or resume to <a href=3D"ma=
ilto:[email protected]"><span>[email protected]</span></a> along with a couple se=
ntences on why you'd be a good fit!

</p>
</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%2Fwww.qawolf.com%2Fai%3Futm_source=3Dtldr%26utm_medium=3D=
newsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_=
Newsletter_5xFasterTestCreation_20250212-None_Experiment-FALSE%26utm_term=
=3Dheadline-IncreaseVelocityOfPlaywrightTestAutomationBy5x%26utm_content=3D=
5xFasterTestCreation_None_None_Headline%253AIncreaseVelocityOfPlaywrightTes=
tAutomationBy5x_None_None_None_Newsletter-QuickLinks_20250212_v1/1/01000194=
f9f45c71-fe04a585-5937-4791-979d-0369c6beb48f-000000/xLZdJ0m7_W8I4fp2WJ6DYw=
ZkV1oWZ8qCJsBwuW9kgaQ=3D392">
<span>
<strong>Increase velocity of Playwr=
ight test automation by 5x (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Watch <a href=3D"https://tracking.tldrn=
ewsletter.com/CL0/https:%2F%2Fwww.qawolf.com%2Fai%3Futm_source=3Dtldr%26utm=
_medium=3Dnewsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterA=
udience_-_Newsletter_5xFasterTestCreation_20250212-None_Experiment-FALSE%26=
utm_term=3Dbody-QAWolfAI%26utm_content=3D5xFasterTestCreation_None_None_Hea=
dline%253AIncreaseVelocityOfPlaywrightTestAutomationBy5x_None_None_None_New=
sletter-QuickLinks_20250212_v1/1/01000194f9f45c71-fe04a585-5937-4791-979d-0=
369c6beb48f-000000/gC0ND8IabuN-m9orxBOuU_0TuEEP3CV9TjgwQDgvU48=3D392" rel=
=3D"noopener noreferrer nofollow" target=3D"_blank"><span>QA Wolf AI</span>=
</a> generate a Playwright test for Figma's prototyper in just 6 minutes co=
mpared to 29 minutes without 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%2Fwolfstreet.com%2F2025%2F02%2F10%2Fthere-hasnt-been-much=
-if-any-reduction-in-wfh-in-over-2-years-despite-all-the-hype-about-rto%2F%=
3Futm_source=3Dtldrnewsletter/1/01000194f9f45c71-fe04a585-5937-4791-979d-03=
69c6beb48f-000000/JrFABj8CTlnwRco5BQsBTIB-VLLlH6YC87pLYLgcfIk=3D392">
<span>
<strong>There Hasn't Been Much if A=
ny Reduction in WFH in over Two Years, Despite the Hype about RTO (5 minute=
read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Hopes that return-to-office mandates wi=
ll bail out the office sector seem premature.
</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.bloomberg.com%2Fnews%2Farticles%2F2025-02-11%2Fchin=
a-launches-new-rocket-crucial-to-challenging-musk-s-starlink%3FaccessToken=
=3DeyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGV=
kQXJ0aWNsZSIsImlhdCI6MTczOTMyNjEzOSwiZXhwIjoxNzM5OTMwOTM5LCJhcnRpY2xlSWQiOi=
JTUkJZN1JEV1gyUFMwMCIsImJjb25uZWN0SWQiOiJFQTExNDNDNTM4NEE0RUY5QTg5RjJEN0IxM=
Tg2MzcwOSJ9.1kY0Qg-UDihag167WB0a3fGWg8fwq2PzbK7TjMNX9AE%26utm_source=3Dtldr=
newsletter/1/01000194f9f45c71-fe04a585-5937-4791-979d-0369c6beb48f-000000/L=
C8iAiGWibwxHYTC8EG07vjh8OABhO1Q5h4A4lL1vzE=3D392">
<span>
<strong>China Launches New Rocket C=
rucial to Challenging Musk's Starlink (2 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
China's Long March 8A is designed to de=
ploy large numbers of satellites for China's massive space-based internet n=
etworks.
</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%2F11%2Fdeepmind_distrib=
uted_model_training_research%2F%3Futm_source=3Dtldrnewsletter/1/01000194f9f=
45c71-fe04a585-5937-4791-979d-0369c6beb48f-000000/4T5NTuQmNL9qUc9IVusK7Hd4N=
xaYQyhCoGmiW-bzRNU=3D392">
<span>
<strong>DeepMind working on distrib=
uted training of large AI models (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
DeepMind has published research that di=
scusses how to distribute the training of models with billions of parameter=
s among clusters of computers (that could theoretically be widely separated=
) while producing the same level of quality as before.
</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=
;">
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<span>
<a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fcreston.blog%2Fwasm-will-replace-containers%2F%3Futm_so=
urce=3Dtldrnewsletter/1/01000194f9f45c71-fe04a585-5937-4791-979d-0369c6beb4=
8f-000000/VYRWSFu80pv2SAMqpLu7uavmDlwxdoXhoK8DC-aA1eY=3D392">
<span>
<strong>WASM will replace container=
s (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
WebAssembly is a true write-once-run-an=
ywhere experience, and you can compile several languages into WebAssembly a=
lready.
</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%2Fewintr.nl%2Fposts%2F2025%2Fbuilding-a-personal-private-=
ai-computer-on-a-budget%2F%3Futm_source=3Dtldrnewsletter/1/01000194f9f45c71=
-fe04a585-5937-4791-979d-0369c6beb48f-000000/UEscHLoA9WXR2C-ZWOTz71yRBKiUfX=
Xh4bwoAaYxqSE=3D392">
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<strong>Building a personal, privat=
e AI computer on a budget (13 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
This post walks through how to build a =
setup that can run medium-sized models completely under your control.
</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%2Fcra.mr%2Fenterprise-is-dead%2F%3Futm_source=3Dtldrnewsl=
etter/1/01000194f9f45c71-fe04a585-5937-4791-979d-0369c6beb48f-000000/7YHgkX=
Wp0x-IQx4d4if_OZtfN9cB8Qjom6rBuJASXng=3D392">
<span>
<strong>Enterprise is Dead (13 minu=
te read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Enterprise is not one-size-fits-all - d=
o the things that click, whether they're easy or not, and ignore the noise.
</span>
</span>
</div>
</td></tr></tbody></table>

</td></tr></tbody></table>

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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=
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