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Elon Musk and Tesla's chair have denied reports that the company had
laun=
ched a search for a new CEO. Musk criticized the publishing of the
articl=
e=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0


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

=
=09=09TLDR=20

=09=09TOGETHER WITH [QA Wolf] [4]

TLDR 2025-05-01
=

=E2=9C=82=EF=B8=8F CUT YOUR QA CYCLES DOWN FROM HOURS TO MINUTES (SPONS=
OR) [4]=20

If slow QA processes and flaky tests are a bottleneck for yo=
ur
engineering team, you need QA Wolf.

QA Wolf's [5] AI-native platf=
orm SUPPORTS BOTH WEB AND MOBILE APPS,
delivering 80% automated test cove=
rage in weeks [6] and helping teams
SHIP 5X FASTER by reducing QA cycles =
to minutes.

With QA Wolf, you get:

=E2=9C=85 Unlimited parallel t=
est runs

=E2=9C=85 15-min QA cycles

=E2=9C=85 24-hour maintenance=
and on-demand test creation

=E2=9C=85 Zero-flake guarantee

The r=
esult? Drata's team of 80+ engineers [7] saw 4x more test cases
and 86% F=
ASTER QA CYCLES.

No flakes, no delays, just better QA =E2=80=94 that's=
QA Wolf.

SCHEDULE A DEMO TO LEARN MORE [8]

=F0=9F=93=B1=20

BI=
G TECH & STARTUPS

MUSK, TESLA CHAIR SLAM REPORT SAYING ITS BOARD WANTS=
TO REPLACE HIM AS
CEO (4 MINUTE READ) [9]

Elon Musk and Tesla's cha=
ir have denied a report that the company's
board had launched a search pr=
ocess for a new CEO. The report said
that Tesla's board had reached out t=
o several executive search firms
to work on a process for finding Tesla's=
next chief executive. Musk
criticized the Wall Street Journal for publis=
hing the article, saying
that Tesla's board of directors had unequivocall=
y denied its claims
beforehand. The outlet had reported that Musk had not=
responded to
requests for comment.=20

GOOGLE EYES GEMINI-IPHONE AI D=
EAL THIS YEAR, PICHAI TELLS COURT (2
MINUTE READ) [10]=20

Google CEO =
Sundar Pichai said during court proceedings that he hopes
that Google Gem=
ini will be added as a built-in option for iPhones this
year. Pichai has =
held a series of conversations with Apple CEO Tim
Cook and hopes to have =
a deal completed by the middle of this year.
Apple's annual developer con=
ference will be held on the week of June 9
- if a deal is agreed to, it w=
ill likely be announced then.=20

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

SCIENCE & FUTURISTIC=
TECHNOLOGY

SAM ALTMAN'S WORLD UNVEILS A MOBILE VERIFICATION DEVICE (=
3 MINUTE
READ) [11]=20

Tools for Humanity, the startup behind the Wor=
ld human verification
project co-founded by OpenAI CEO Sam Altman, has un=
veiled a mobile
device designed to help people determine the difference b=
etween humans
and AI agents. The Orb Mini looks like a smartphone, but it=
has two
large sensors on the front to scan users' eyeballs. The data is =
used
to create a unique identifier on the blockchain to verify that users=

are human. It is still unclear what the ultimate functionality of the
=
Orb Mini will be, but its current main purpose is to verify more
people. =


CHINESE ROBOT DOES JOB OF THREE TO FOUR HUMANS INSTALLING THOUSANDS=

OF PANELS AT AUSTRALIAN SOLAR PROJECT (4 MINUTE READ) [12]=20

Chines=
e tech company Leapting's AI-controlled robot successfully
helped install=
10,000 solar modules at its first commercial deployment
in Australia. Th=
e 2.5-meter-high robotic arm sits on a crawler that
can adapt to differen=
t terrain and environmental conditions. Its use
increased efficiency by t=
hree to five times compared to manual
operations. The robot will be deplo=
yed to another Australian solar
farm to start work in May to install arou=
nd 500,000 panels.=20

=F0=9F=92=BB=20

PROGRAMMING, DESIGN & DATA SCIE=
NCE

DATAFRAMELY (GITHUB REPO) [13]=20

Dataframely is a Python pac=
kage for validating the schema and content
of 'polars' data frames. It is=
aimed at making data pipelines more
robust, by ensuring that data meets =
expectations, and more readable,
by adding schema information to data fra=
me type hints. It can be used
to declaratively define schemas as classes =
with arbitrary inheritance
structures, specify column-specific validation=
rules, validate data
frames, integrate schemas with external tools, and =
much more.=20

BEST PRACTICES FOR USING CURSOR (2 MINUTE READ) [14]=20
=

This thread contains a list of best practices for using Cursor, an
AI=
-powered code editor. It contains advice such as using .cursorrules
to te=
ll broad rules, encouraging chain of thought in prompts, using
git to ver=
sion control frequently, and more. The list is designed to
ensure develop=
ers are not overwhelmed by complexity.=20

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

MISCELLANEO=
US

JUDGE REBUKES APPLE AND ORDERS IT TO LOOSEN GRIP ON APP STORE (4=

MINUTE READ) [15]=20

A US federal judge has ruled that Apple must lo=
osen its grip on its
App Store and stop collecting a commission on some a=
pp sales. Apple
was previously ordered to allow apps to provide users wit=
h external
links to pay developers directly for services to avoid the 30%=

commission Apple charges. The company instead created a new system
tha=
t forced apps with external sales to pay a 27% commission to the
company =
and also created pop-up screens that discouraged customers
from paying el=
sewhere. Apple is now restricted from taking commissions
from sales outsi=
de the App Store and from displaying messages
discouraging users from mak=
ing external purchases. It is being
investigated for criminal contempt. =


SOMETHING ALARMING IS HAPPENING TO THE JOB MARKET (5 MINUTE READ)
=
[16]=20

Labor conditions for recent college graduates have deteriorated=

noticeably in the past few months. Unemployment now stands at an
unusu=
ally high 5.8%. This could be the signal of short-term economic
drag, med=
ium-term changes to the value of a college degree, or
long-term changes t=
o the relationship between people and AI. Today's
graduates are entering =
into an uncertain economy where some businesses
are so focused on tomorro=
w's profit margin that they're less willing
to hire workers who will take=
time to learn on the job.=20

=E2=9A=A1=20

QUICK LINKS

IN DEFEN=
SE OF AN ONLINE LIFE (2 MINUTE READ) [17]=20

The internet enables indiv=
iduals to meet like-minded people around
the world, creating a new means =
of connection.=20

GOOGLE PLACES ADS INSIDE CHATBOT CONVERSATIONS WITH A=
I START-UPS (3
MINUTE READ) [18]=20

AdSense for Search is now availab=
le for companies that want to show
relevant ads in their conversational A=
I experiences.=20

WHATSAPP UNVEILS 'PRIVATE PROCESSING' FOR CLOUD-BASED=
AI FEATURES (2
MINUTE READ) [19]=20

Private Processing lets users of=
fload tasks to privacy-preserving
cloud servers to utilize advanced AI fe=
atures.=20

"AI-FIRST" IS THE NEW RETURN TO OFFICE (5 MINUTE READ) [20] =


The audience for these memos is not the people who work at these
c=
ompanies, it's for other CEOs, investors, and VCs in the industry -
just =
as it was for the other fads of the last few years.=20

PATH ISN'T REAL =
ON LINUX (4 MINUTE READ) [21]=20

The shell is responsible for searching=
for executables in PATH, not
the Linux kernel.=20

STUDY ACCUSES LM A=
RENA OF HELPING TOP AI LABS GAME ITS BENCHMARK (6
MINUTE READ) [22]=20
=

LM Arena allegedly allowed some industry-leading AI companies to
priv=
ately test several variants of AI models and then not publish the
scores =
of the lowest performers, making it easier for these companies
to achieve=
a top spot on the platform's leaderboard.=20

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WITH US [25].=20

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

APPLY HERE=
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$1k if we hire =
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If you have any comments or feedback, just respond to this ema=
il!=20

Thanks for reading,=20
Dan Ni [27] & Stephen Flanders [28]=20

=
Manage your subscriptions [29] to our other newsletters on tech,
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s, and programming. Or if TLDR isn't for you, please
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=20

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[9] https://www.axios.com/2025/05/=
01/musk-tesla-board-ceo-doge-trump
[10] https://www.bloomberg.com/news/ar= ticles/2025-04-30/google-hopes-for-gemini-deal-for-apple-ai-this-year-ceo-p= ichai-says?accessToken=3DeyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiO= iJTdWJzY3JpYmVyR2lmdGVkQXJ0aWNsZSIsImlhdCI6MTc0NjA3MDIwNCwiZXhwIjoxNzQ2Njc1= MDA0LCJhcnRpY2xlSWQiOiJTVkpEOVhUMEcxS1cwMCIsImJjb25uZWN0SWQiOiJFQTExNDNDNTM= 4NEE0RUY5QTg5RjJEN0IxMTg2MzcwOSJ9.RNY8PzeAqxUsRZXky9HwjJZ0JuMUsRzkstkR5tdJ8= e8&utm_source=3Dtldrnewsletter
[11] https://techcrunch.com/2025/04/30/sam= -altmans-world-unveils-a-mobile-verification-device/?utm_source=3Dtldrnewsl= etter
[12] https://reneweconomy.com.au/chinese-robot-does-job-of-three-to= -four-humans-installing-thousands-of-panels-at-australian-solar-project/?ut= m_source=3Dtldrnewsletter
[13] https://github.com/Quantco/dataframely?utm=
_source=3Dtldrnewsletter
[14] https://links.tldrnewsletter.com/6exGKtfa=

[15] https://www.nytimes.com/2025/04/30/technology/apple-epic-app-store-= ruling.html?unlocked_article_code=3D1.D08.iHzt.PU6aqTgy477K&smid=3Durl-shar= e&utm_source=3Dtldrnewsletter
[16] https://www.theatlantic.com/economy/ar= chive/2025/04/job-market-youth/682641/?gift=3Do6MjJQpusU9ebnFuymVdsJ1qwI70C= nAkjDXBfrYqvHw&utm_source=3Dcopy-link&utm_medium=3Dsocial&utm_campaign=3Dsh= are
[17] https://marginalrevolution.com/marginalrevolution/2025/04/in-def= ense-of-an-online-life.html?utm_source=3Dtldrnewsletter
[18] https://thee=
dgemalaysia.com/node/753662?utm_source=3Dtldrnewsletter
[19] https://www.= bleepingcomputer.com/news/security/whatsapp-unveils-private-processing-for-= cloud-based-ai-features/?utm_source=3Dtldrnewsletter
[20] https://www.ani= ldash.com//2025/04/19/ai-first-is-the-new-return-to-office/?utm_source=3Dtl= drnewsletter
[21] https://blog.danielh.cc/blog/path?utm_source=3Dtldrnews=
letter
[22] https://techcrunch.com/2025/04/30/study-accuses-lm-arena-of-h= elping-top-ai-labs-game-its-benchmark/?utm_source=3Dtldrnewsletter
[23] h=
ttps://refer.tldr.tech/1fd848fa/
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[26] https://jobs.ashbyhq.com/tldr.=
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[27] https://twitter.com/tldrdan
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Elon Musk = and Tesla&#039;s chair have denied reports that the company had launched a = search for a new CEO. Musk criticized the publishing of the article&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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<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawolf.c= om%3Futm_source=3Dtldrwebdev%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ= _All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20250409= -None_Experiment-FALSE%26utm_term=3Dheadline-CutYourQACyclesDownFromHoursTo= Minutes%26utm_content=3DCutQACycles_ScheduleADemoTolearnMore__Headline%253A= CutYourQACyclesDownFromHoursToMinutes____Newsletter-PrimaryPlacement_202504= 09_v2_/1/010001968b706cc6-f1dcb927-9c46-4267-a340-14a84b54cfef-000000/dkq6U= USFKcyiJI4B51hxfIsylH3lmZZd5TXnkfnU-Js=3D403"><img src=3D"https://images.tl= dr.tech/qawolf50-2.png" valign=3D"middle" style=3D"vertical-align: middle != important; height: 100%;" alt=3D"QA Wolf"></a></td></tr></tbody></table>

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<h1><strong>TLDR <span id=3D"date">2025-05-01</span></strong></h1>
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<span>
<strong>=E2=9C=82=EF=B8=8F Cut your=
QA cycles down from hours to minutes (Sponsor)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
If slow QA processes and flaky tests ar=
e a bottleneck for your engineering team, you need QA Wolf.<p></p><p><a hre= f=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawolf.com%3Fu= tm_source=3Dtldrwebdev%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_All_D= emo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20250409-None_= Experiment-FALSE%26utm_term=3Dbody-QAWolf%26utm_content=3DCutQACycles_Sched= uleADemoTolearnMore__Headline%253ACutYourQACyclesDownFromHoursToMinutes____= Newsletter-PrimaryPlacement_20250409_v2_/1/010001968b706cc6-f1dcb927-9c46-4= 267-a340-14a84b54cfef-000000/8LXvTcAQmwX9iXWTPmu9k80OYOGDVdyWbJ3wKHTD9rc=3D= 403" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>QA Wolf's= </span></a> AI-native platform <strong>supports both web and mobile apps</s= trong>, delivering <a href=3D"https://tracking.tldrnewsletter.com/CL0/https= :%2F%2Fwww.qawolf.com%2Fhow-it-works%3Futm_source=3Dtldrwebdev%26utm_medium= =3Dnewsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience= _-_Newsletter_CutQACycles_20250409-None_Experiment-FALSE%26utm_term=3Dbody-= 80PercentAutomatedTestCoverageInWeeks%26utm_content=3DCutQACycles_ScheduleA= DemoTolearnMore__Headline%253ACutYourQACyclesDownFromHoursToMinutes____News= letter-PrimaryPlacement_20250409_v2_/1/010001968b706cc6-f1dcb927-9c46-4267-= a340-14a84b54cfef-000000/San64plB2oALZSMUPCo0wAPROr6dKtabnVqZHWd9Xs8=3D403"=
rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>80% automated=
test coverage in weeks</span></a> and helping teams <strong>ship 5x faster= </strong> by reducing QA cycles to minutes.</p>

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<p>=E2=9C=85 Zero-flake guarantee</p>

<p>The result? <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F= %2Fwww.qawolf.com%2Fcase-studies%2Fdrata%3Futm_source=3Dtldrwebdev%26utm_me= dium=3Dnewsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudi= ence_-_Newsletter_CutQACycles_20250409-None_Experiment-FALSE%26utm_term=3Db= ody-DratasTeamOf80PlusEngineers%26utm_content=3DCutQACycles_ScheduleADemoTo= learnMore__Headline%253ACutYourQACyclesDownFromHoursToMinutes____Newsletter= -PrimaryPlacement_20250409_v2_/1/010001968b706cc6-f1dcb927-9c46-4267-a340-1= 4a84b54cfef-000000/GdOhnv6aDSqVtfbEIRAJaYk0IrHKc5PEZ-wBmykVbew=3D403" rel= =3D"noopener noreferrer nofollow" target=3D"_blank"><span>Drata's team of 8=
0+ engineers</span></a> saw 4x more test cases and <strong>86% faster QA cy= cles</strong>.</p>

<p>No flakes, no delays, just better QA =E2=80=94 that's QA Wolf.</p>

<p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawol= f.com%3Futm_source=3Dtldrwebdev%26utm_medium=3Dnewsletter%26utm_campaign=3D= ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20250= 409-None_Experiment-FALSE%26utm_term=3Dcta-ScheduleADemoToLearnMore%26utm_c= ontent=3DCutQACycles_ScheduleADemoTolearnMore__Headline%253ACutYourQACycles= DownFromHoursToMinutes____Newsletter-PrimaryPlacement_20250409_v2_/1/010001= 968b706cc6-f1dcb927-9c46-4267-a340-14a84b54cfef-000000/UnvC6wdXYqTJjM7A8EX_= UWMD4X1CapBPXm4649YLuKI=3D403" rel=3D"noopener noreferrer nofollow" target= =3D"_blank"><span><strong>Schedule a demo to learn more</strong></span></a>



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<h1><strong>Big Tech &amp; Startups</strong></h1>
</div>
</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=
;"> <div class=3D"text-block"><span><a href=3D"https://tracking.tldrnewslet=
ter.com/CL0/https:%2F%2Fwww.axios.com%2F2025%2F05%2F01%2Fmusk-tesla-board-c= eo-doge-trump/1/010001968b706cc6-f1dcb927-9c46-4267-a340-14a84b54cfef-00000= 0/migSnPRAwLJ8CTJ7mjjEonBMzFWcf9IUwzfw1l6TZjw=3D403"><span><strong>Musk, Te= sla chair slam report saying its board wants to replace him as CEO (4 minut=
e read)</strong></span></a><br><br><span style=3D"font-family: ;">Elon Musk=
and Tesla's chair have denied a report that the company's board had launch=
ed a search process for a new CEO. The report said that Tesla's board had r= eached out to several executive search firms to work on a process for findi=
ng Tesla's next chief executive. Musk criticized the Wall Street Journal fo=
r publishing the article, saying that Tesla's board of directors had unequi= vocally denied its claims beforehand. The outlet had reported that Musk had=
not responded to requests for comment.</span></span></div> </td></tr></tbo= dy></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%2F2025-04-30%2Fgoog= le-hopes-for-gemini-deal-for-apple-ai-this-year-ceo-pichai-says%3FaccessTok= en=3DeyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmd= GVkQXJ0aWNsZSIsImlhdCI6MTc0NjA3MDIwNCwiZXhwIjoxNzQ2Njc1MDA0LCJhcnRpY2xlSWQi= OiJTVkpEOVhUMEcxS1cwMCIsImJjb25uZWN0SWQiOiJFQTExNDNDNTM4NEE0RUY5QTg5RjJEN0I= xMTg2MzcwOSJ9.RNY8PzeAqxUsRZXky9HwjJZ0JuMUsRzkstkR5tdJ8e8%26utm_source=3Dtl= drnewsletter/1/010001968b706cc6-f1dcb927-9c46-4267-a340-14a84b54cfef-000000= /8HjMAcL1SUOWP6-XAXRWAjMVplH-RCQo5PIs5PGJ5xw=3D403">
<span>
<strong>Google Eyes Gemini-iPhone A=
I Deal This Year, Pichai Tells Court (2 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Google CEO Sundar Pichai said during co= urt proceedings that he hopes that Google Gemini will be added as a built-i=
n option for iPhones this year. Pichai has held a series of conversations w= ith Apple CEO Tim Cook and hopes to have a deal completed by the middle of = this year. Apple's annual developer conference will be held on the week of = June 9 - if a deal is agreed to, it will likely be announced then.
</span>
</span>
</div>
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<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%2Ftechcrunch.com%2F2025%2F04%2F30%2Fsam-altmans-world-unv= eils-a-mobile-verification-device%2F%3Futm_source=3Dtldrnewsletter/1/010001= 968b706cc6-f1dcb927-9c46-4267-a340-14a84b54cfef-000000/hLvVFgDYYtHyQGsh9ARx= ynUi9icFTmw299xY5LwcKtU=3D403">
<span>
<strong>Sam Altman's World unveils =
a mobile verification device (3 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Tools for Humanity, the startup behind = the World human verification project co-founded by OpenAI CEO Sam Altman, h=
as unveiled a mobile device designed to help people determine the differenc=
e between humans and AI agents. The Orb Mini looks like a smartphone, but i=
t has two large sensors on the front to scan users' eyeballs. The data is u= sed to create a unique identifier on the blockchain to verify that users ar=
e human. It is still unclear what the ultimate functionality of the Orb Min=
i will be, but its current main purpose is to verify more people.
</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%2Freneweconomy.com.au%2Fchinese-robot-does-job-of-three-t= o-four-humans-installing-thousands-of-panels-at-australian-solar-project%2F= %3Futm_source=3Dtldrnewsletter/1/010001968b706cc6-f1dcb927-9c46-4267-a340-1= 4a84b54cfef-000000/C84_YfO4x-3WKAclUmNSSM7GR1WtLycZgZj3FkXCH4A=3D403">
<span>
<strong>Chinese robot does job of t= hree to four humans installing thousands of panels at Australian solar proj= ect (4 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Chinese tech company Leapting's AI-cont= rolled robot successfully helped install 10,000 solar modules at its first = commercial deployment in Australia. The 2.5-meter-high robotic arm sits on =
a crawler that can adapt to different terrain and environmental conditions.=
Its use increased efficiency by three to five times compared to manual ope= rations. The robot will be deployed to another Australian solar farm to sta=
rt work in May to install around 500,000 panels.
</span>
</span>
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<h1><strong>Programming, Design &amp; Data Science</strong></h1>
</div>
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<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fgithub.com%2FQuantco%2Fdataframely%3Futm_source=3Dtldrn= ewsletter/1/010001968b706cc6-f1dcb927-9c46-4267-a340-14a84b54cfef-000000/bV= beTcy6llBYGht17xszgjHcDst8jUo4tH1vXfTNUzg=3D403">
<span>
<strong>Dataframely (GitHub Repo)</= strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Dataframely is a Python package for val= idating the schema and content of 'polars' data frames. It is aimed at maki=
ng data pipelines more robust, by ensuring that data meets expectations, an=
d more readable, by adding schema information to data frame type hints. It = can be used to declaratively define schemas as classes with arbitrary inher= itance structures, specify column-specific validation rules, validate data = frames, integrate schemas with external tools, and much 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%2Flinks.tldrnewsletter.com%2F6exGKtfa/1/010001968b706cc6-= f1dcb927-9c46-4267-a340-14a84b54cfef-000000/JK3mCzFq93CbxD5vkfreBl6def6jq5G= i_Sy6QdpDMKQ=3D403">
<span>
<strong>Best practices for using Cu= rsor (2 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
This thread contains a list of best pra= ctices for using Cursor, an AI-powered code editor. It contains advice such=
as using .cursorrules to tell broad rules, encouraging chain of thought in=
prompts, using git to version control frequently, and more. The list is de= signed to ensure developers are not overwhelmed by complexity.
</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>

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<div class=3D"text-block">
<div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
</div>
</td></tr></tbody></table>

<table bgcolor=3D"" style=3D"table-layout: fixed; width: 100%;" width=3D"10= 0%"><tbody><tr><td style=3D"padding:0;border-collapse:collapse;border-spaci= ng:0;margin:0;" valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.nytimes.com%2F2025%2F04%2F30%2Ftechnology%2Fapple-e= pic-app-store-ruling.html%3Funlocked_article_code=3D1.D08.iHzt.PU6aqTgy477K= %26smid=3Durl-share%26utm_source=3Dtldrnewsletter/1/010001968b706cc6-f1dcb9= 27-9c46-4267-a340-14a84b54cfef-000000/BUtCotXWjUPZif_uA-fMXOvpptAR8mfcyjjJA= R7z0Es=3D403">
<span>
<strong>Judge Rebukes Apple and Ord= ers It to Loosen Grip on App Store (4 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
A US federal judge has ruled that Apple=
must loosen its grip on its App Store and stop collecting a commission on = some app sales. Apple was previously ordered to allow apps to provide users=
with external links to pay developers directly for services to avoid the 3=
0% commission Apple charges. The company instead created a new system that = forced apps with external sales to pay a 27% commission to the company and = also created pop-up screens that discouraged customers from paying elsewher=
e. Apple is now restricted from taking commissions from sales outside the A=
pp Store and from displaying messages discouraging users from making extern=
al purchases. It is being investigated for criminal contempt.
</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.theatlantic.com%2Feconomy%2Farchive%2F2025%2F04%2Fj= ob-market-youth%2F682641%2F%3Fgift=3Do6MjJQpusU9ebnFuymVdsJ1qwI70CnAkjDXBfr= YqvHw%26utm_source=3Dcopy-link%26utm_medium=3Dsocial%26utm_campaign=3Dshare= /1/010001968b706cc6-f1dcb927-9c46-4267-a340-14a84b54cfef-000000/XjUjXfAk-la= QxT6ehNX5Yyj-p-cs_XZ2HXWuAQgDqhw=3D403">
<span>
<strong>Something Alarming Is Happe= ning to the Job Market (5 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Labor conditions for recent college gra= duates have deteriorated noticeably in the past few months. Unemployment no=
w stands at an unusually high 5.8%. This could be the signal of short-term = economic drag, medium-term changes to the value of a college degree, or lon= g-term changes to the relationship between people and AI. Today's graduates=
are entering into an uncertain economy where some businesses are so focuse=
d on tomorrow's profit margin that they're less willing to hire workers who=
will take time to learn on the job.
</span>
</span>
</div>
</td></tr></tbody></table>

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


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<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>

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<div style=3D"text-align: center;">

<h1><strong>Quick Links</strong></h1>
</div>
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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=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fmarginalrevolution.com%2Fmarginalrevolution%2F2025%2F04= %2Fin-defense-of-an-online-life.html%3Futm_source=3Dtldrnewsletter/1/010001= 968b706cc6-f1dcb927-9c46-4267-a340-14a84b54cfef-000000/HE8tyMStouFL7ANkunaW= 2NuPypkTYNb3SR-r4Iy7K9g=3D403">
<span>
<strong>In defense of an online lif=
e (2 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The internet enables individuals to mee=
t like-minded people around the world, creating a new means of connection.
</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%2Ftheedgemalaysia.com%2Fnode%2F753662%3Futm_source=3Dtldr= newsletter/1/010001968b706cc6-f1dcb927-9c46-4267-a340-14a84b54cfef-000000/2= bF-QJevi6mzlCoVcnxqFtwljxvvxIprNC3C1b0iEsM=3D403">
<span>
<strong>Google places ads inside ch= atbot conversations with AI start-ups (3 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
AdSense for Search is now available for=
companies that want to show relevant ads in their conversational AI experi= ences.
</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.bleepingcomputer.com%2Fnews%2Fsecurity%2Fwhatsapp-u= nveils-private-processing-for-cloud-based-ai-features%2F%3Futm_source=3Dtld= rnewsletter/1/010001968b706cc6-f1dcb927-9c46-4267-a340-14a84b54cfef-000000/= uFLHhmc7UDkDBHIhK67xxlQkl_-V8i0xNSFdVmcb8Yc=3D403">
<span>
<strong>WhatsApp unveils 'Private P= rocessing' for cloud-based AI features (2 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Private Processing lets users offload t= asks to privacy-preserving cloud servers to utilize advanced AI features.
</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.anildash.com%2F%2F2025%2F04%2F19%2Fai-first-is-the-= new-return-to-office%2F%3Futm_source=3Dtldrnewsletter/1/010001968b706cc6-f1= dcb927-9c46-4267-a340-14a84b54cfef-000000/d4D3FeNNnN13srQhHgKG551DBPL81rj-G= f91bcKmb1s=3D403">
<span>
<strong>"AI-first" is the new Retur=
n To Office (5 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The audience for these memos is not the=
people who work at these companies, it's for other CEOs, investors, and VC=
s in the industry - just as it was for the other fads of the last few years=
.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fblog.danielh.cc%2Fblog%2Fpath%3Futm_source=3Dtldrnewsle= tter/1/010001968b706cc6-f1dcb927-9c46-4267-a340-14a84b54cfef-000000/JKhKkXP= tO6it6WXo6bX3OfHm482Eqf-uEC0HFpU3-1Y=3D403">
<span>
<strong>PATH isn't real on Linux (4=
minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The shell is responsible for searching = for executables in PATH, not the Linux kernel.
</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%2F04%2F30%2Fstudy-accuses-lm-aren= a-of-helping-top-ai-labs-game-its-benchmark%2F%3Futm_source=3Dtldrnewslette= r/1/010001968b706cc6-f1dcb927-9c46-4267-a340-14a84b54cfef-000000/Su0PYTsTZg= w5t720k9NjPCYUKtOfdaMO8fyzQb0h0Kc=3D403">
<span>
<strong>Study accuses LM Arena of h= elping top AI labs game its benchmark (6 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
LM Arena allegedly allowed some industr= y-leading AI companies to privately test several variants of AI models and = then not publish the scores of the lowest performers, making it easier for = these companies to achieve a top spot on the platform's leaderboard.
</span>
</span>
</div>
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