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Apple's AI division now believes that a true modernized conversational
ve=
rsion of Siri won't reach consumers until iOS 20 at best in
2027=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 =
=09=09TOGETHER WITH [Ryse] [4]
TLDR 2025-03-03
MR. WONDERF=
UL (KEVIN O'LEARY) LOST OUT ON $400 MILLION=E2=80=A6 (SPONSOR)
[4]=20
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=94a
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=F0=9F=94=B9 $10M+ in revenue and 2=
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=F0=9F=94=B9 10+ patents protec=
ting its industry-leading technology
=F0=9F=94=B9 The smart home marke=
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=F0=9F=93=B1=20
BIG TECH & START=
UPS
APPLE'S ARTIFICIAL INTELLIGENCE EFFORTS REACH A MAKE-OR-BREAK POI=
NT
(22 MINUTE READ) [6]=20
Apple's AI division now believes that a tr=
ue modernized
conversational version of Siri won't reach consumers until =
iOS 20 at
best in 2027. iOS 19 will likely not include any significant
=
consumer-facing changes to Apple Intelligence because the company is
stil=
l working on getting the features announced last year out the
door. The c=
ompany is currently not moving fast enough internally to
create the under=
lying AI technology that it needs to keep up with the
competition, sugges=
ting that change is required.=20
WITH ALEXA PLUS, AMAZON FINALLY REINVE=
NTS ITS BEST PRODUCT (7 MINUTE
READ) [7]=20
Amazon usually announces =
dozens of new gadgets at its event, but it
spent 70 minutes at its press =
conference last week instead talking
about Alexa Plus, its new generative=
AI-powered Alexa voice assistant.
The company has focused on building ch=
eap hardware for Alexa over the
past decade and wasting efforts on failed=
ways for people to interact
with the assistant rather than improving the=
core technology. The new
Alexa was 100% rearchitected and is far more ca=
pable than its
predecessor - which will remain accessible. It can order f=
ood, control
smart home devices, create natural language security reports=
and
menus, and much more.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC =
TECHNOLOGY
ALPHABET'S TAARA CHIP USES LIGHT BEAMS TO PROVIDE HIGH-SPE=
ED INTERNET
(2 MINUTE READ) [8]=20
Alphabet's Taara chip could lead t=
o low-cost, high-speed internet
connectivity even in distant locations. I=
t is about the size of a
fingernail and works by using a very narrow, inv=
isible light beam to
transmit data at speeds as high as 20 gigabits per s=
econd at distances
of up to 20 kilometers. The technology works similarly=
to traditional
fiber except the light doesn't travel through cables. It =
only takes
days to install instead of the months or years it takes to lay=
down
fiber. The chip is expected to become available in 2026.=20
"WE=
'RE ON THE MOON": PRIVATE BLUE GHOST SPACECRAFT MAKES A HISTORIC
LUNAR LA=
NDING (3 MINUTE READ) [9]=20
Firefly Aerospace's Blue Ghost lander succ=
essfully touched down on
the Moon's surface early Sunday morning. The smo=
oth touchdown makes
Firefly Aerospace the first commercial company in his=
tory to achieve a
fully successful soft landing on the Moon. Blue Ghost i=
s carrying 10
NASA experiments on board. The lander will capture high-def=
inition
imagery of the March 14 total eclipse, when the Earth will pass=
between the Moon and the Sun.=20
=F0=9F=92=BB=20
PROGRAMMING, DESI=
GN & DATA SCIENCE
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END-TO-END TEST COVERAGE
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VIBE CODI=
NG AND THE FUTURE OF SOFTWARE ENGINEERING (9 MINUTE READ)
[15]=20
Vib=
e Coding is a mode of coding where the developer fully gives into
the vib=
es and forgets that the code even exists - this is made
possible by large=
language models (LLMs). Developers can now just talk
to LLMs and write c=
ode while barely even touching the keyboard. Even
looking at the code bec=
omes unnecessary. The Vibe Coding meme is a
hint at where things are head=
ed - developers are building towards a
future where AI can be harnessed t=
o build better software products
safely and efficiently.=20
HALLUCINA=
TIONS IN CODE ARE THE LEAST DANGEROUS FORM OF LLM MISTAKES
(4 MINUTE READ=
) [16]=20
Large language models (LLMs) make coding mistakes that aren't=
instantly caught by the language compiler or interpreter all the time.=
Hallucinations in LLM-generated code are usually obvious because they
=
result in an error, but just because code looks good and runs without
err=
ors, doesn't mean it's actually doing the right thing. One of the
reasons=
LLMs won't put software professionals out of work is because
their job i=
s to prove that code works - manually testing code is
essential. Being ab=
le to read, understand, and review code written by
other people is a cruc=
ial skill.=20
=F0=9F=8E=81=20
MISCELLANEOUS
THE VANISHING MIDDL=
E CLASS OF TECH (5 MINUTE READ) [17]=20
The stable middle ground of tec=
h employment - the middle-class
engineer - isn't needed anymore. Product =
builders who can code can
ship entire products in days when armed with AI=
. A single developer
can now accomplish what once required an entire team=
. Companies are
streamlining their operations, focusing on engineers who =
can use AI
and demonstrate they can do the job of multiple engineers. The=
biggest
losers in this shift may be the fresh graduates looking to enter=
the
industry - recent graduates now have to be better than people alread=
y
working.=20
=E2=80=9CIT'S A LEMON=E2=80=9D=E2=80=94OPENAI'S LARGEST=
AI MODEL EVER ARRIVES TO MIXED
REVIEWS (7 MINUTE READ) [18]=20
Revie=
ws say that OpenAI's newest AI model, GPT-4.5, is big,
expensive, and slo=
w. The model provides marginally better performance
than GPT-4o at 30 tim=
es the cost for input and 15 times the cost for
output. There seems to be=
diminishing returns in training
unsupervised-learning large language mod=
els - scaling laws may have
possibly met their natural end. OpenAI seems =
well aware of these
limitations, which is why it released the model as a =
limited 'research
preview'.=20
=E2=9A=A1=20
QUICK LINKS
REIMA=
GINING FLUID TYPOGRAPHY (11 MINUTE READ) [19]=20
Users want their defau=
lt font sizes to respond to changes in window
sizes, but browsers (as a r=
ule) don't make responsive typography
available in user settings.=20
=
THE SURVEILLANCE TECH WAITING FOR WORKERS AS THEY RETURN TO THE
OFFICE (2=
8 MINUTE READ) [20]=20
Around 70% to 80% of large US employers now use =
some form of employee
monitoring using all kinds of sensor data.=20
J=
AVASCRIPT FATIGUE STRIKES BACK (7 MINUTE READ) [21]=20
Choosing the rig=
ht JavaScript framework is a difficult task -
developers should choose bo=
ring, simple, and well-maintained
technology so they aren't the first tea=
m to ever encounter a problem
or the last team stuck using old technology=
.=20
ON TROUBLESHOOTING (28 MINUTE READ) [22]=20
Many features of a=
n effective approach to troubleshooting are domain
agnostic.=20
THE $=
100 TRILLION DISRUPTION: THE UNFORESEEN ECONOMIC EARTHQUAKE (8
MINUTE REA=
D) [23]=20
The biggest economic transformation of our lifetime may come=
from
diabetes drugs.=20
AI IS KILLING SOME COMPANIES, YET OTHERS ARE=
THRIVING - LET'S LOOK AT
THE DATA (4 MINUTE READ) [24]=20
AI is upen=
ding the business models of major content sites in a
phenomenon being cal=
led Product-Market Fit Collapse.=20
Love TLDR? Tell your friends and get=
rewards!
Share your referral link below with friends to get free TLD=
R swag!=20
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ur referrals here. [26]=20
Want to advertise in TLDR? =F0=9F=93=B0
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If your company is interested in reaching an audience of tech
executives=
, decision-makers and engineers, you may want to ADVERTISE
WITH US [27]. =
Want to work at TLDR? =F0=9F=92=BC
APPLY HERE [28] or send a fr=
iend's resume to
jobs@tldr.tech and get
$1k if we hire them!=20
If yo=
u have any comments or feedback, just respond to this email!=20
Thanks f=
or reading,=20
Dan Ni [29] & Stephen Flanders [30]=20
Manage your subsc=
riptions [31] to our other newsletters on tech,
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. Or if TLDR isn't for you, please
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=20
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------
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[7]
https://www.theverge.com/amazon-alexa/622172/amazon= -alexa-plus-panos-panay-interview?utm_source=3Dtldrnewsletter
[8] https:/= /www.engadget.com/big-tech/alphabets-taara-chip-uses-light-beams-to-provide= -high-speed-internet-140040922.html?utm_source=3Dtldrnewsletter
[9] https= ://www.npr.org/2025/03/02/g-s1-51579/private-lunar-lander-blue-ghost-touche= s-down-on-the-moon?utm_source=3Dtldrnewsletter
[10]
https://www.qawolf.co= m?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3DACQ_All_Demo_Con= versions__NewsletterAudience_-_Newsletter_KissBugsGoodbye_20250303-None_Exp= eriment-FALSE&utm_term=3Dheadline-KissBugsGoodbyeWithFullyAutomatedEndToEnd= TestCoverage&utm_content=3DKissBugsGoodbye_ScheduleADemoToLearnMore_None_He= adline%3AKissBugsGoodbyeWithFullyAutomatedEndToEndTestCoverage_None_None_No= ne_Newsletter-SecondaryPlacement_20250303_v1_
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[14]
https://www.qawolf.com?utm_source=3Dtldr= &utm_medium=3Dnewsletter&utm_campaign=3DACQ_All_Demo_Conversions__Newslette= rAudience_-_Newsletter_KissBugsGoodbye_20250303-None_Experiment-FALSE&utm_t= erm=3Dcta-ScheduleADemoToLearnMore&utm_content=3DKissBugsGoodbye_ScheduleAD= emoToLearnMore_None_Headline%3AKissBugsGoodbyeWithFullyAutomatedEndToEndTes= tCoverage_None_None_None_Newsletter-SecondaryPlacement_20250303_v1_
[15] =
https://alexp.pl/2025/02/19/vibe-coding.html?utm_source=3Dtldrnewsletter
=
[16]
https://simonwillison.net/2025/Mar/2/hallucinations-in-code/?utm_sourc= e=3Dtldrnewsletter
[17]
https://analyticsindiamag.com/ai-features/the-ent= ire-middle-class-of-tech-is-vanishing/?utm_source=3Dtldrnewsletter
[18] h= ttps://arstechnica.com/ai/2025/02/its-a-lemon-openais-largest-ai-model-ever= -arrives-to-mixed-reviews/?utm_source=3Dtldrnewsletter
[19]
https://www.o= ddbird.net/2025/02/12/fluid-type/?utm_source=3Dtldrnewsletter
[20] https:= //arstechnica.com/information-technology/2025/02/the-surveillance-tech-wait= ing-for-workers-as-they-return-to-the-office/?utm_source=3Dtldrnewsletter=
[21]
https://allenpike.com/2025/javascript-fatigue-ssr?utm_source=3Dtldr= newsletter
[22]
https://www.autodidacts.io/troubleshooting/?utm_source=3D=
tldrnewsletter
[23]
https://wildfirelabs.substack.com/p/the-100-trillion-= disruption-the-unforeseen?utm_source=3Dtldrnewsletter
[24]
https://www.el= enaverna.com/p/ai-is-killing-some-companies-yet?utm_source=3Dtldrnewsletter=
[25]
https://refer.tldr.tech/1fd848fa/
[26]
https://hub.sparklp.co/sub=
_32edf8dd66ae/1
[27]
https://advertise.tldr.tech/?utm_source=3Dtldr&utm_m= edium=3Dnewsletter&utm_campaign=3Dadvertisecta
[28]
https://jobs.ashbyhq.=
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https://twitter.com/tldrdan
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=09=09=09=09h4,
=09=09=09=09h5,
=09=09=09=09h6,
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=09=09=09<![endif]--></head><body class=3D"">
<div style=3D"display: none; max-height: 0px; overflow: hidden;">Apple'=
;s AI division now believes that a true modernized conversational version o=
f Siri won't reach consumers until iOS 20 at best in 2027 =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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<a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Finvest.hello= ryse.com%2F%3Ftnames=3Dtldr%252C03-03-2025/1/010001955bcf01fc-61d7ea83-005a= -4f1e-8919-34241f978b38-000000/8KPJe4fxqhlb91nC6JrJJL1PJ_Ln_2JJw6Bi_SLB7c4= =3D394"><img src=3D"
https://images.tldr.tech/ryse50.png" valign=3D"middle" = style=3D"vertical-align: middle !important; height: 100%;" alt=3D"Ryse"></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">2025-03-03</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.helloryse.com%2F%3Ftnames=3Dtldr%252C03-03-2025/= 2/010001955bcf01fc-61d7ea83-005a-4f1e-8919-34241f978b38-000000/4hQpW-pKv4bN= qcXVikT5YnjuJ6tjf5a3qH5OuEFduHU=3D394">
<span>
<strong>Mr. Wonderful (Kevin O'Lear=
y) Lost Out On $400 Million=E2=80=A6 (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Imagine passing on Ring before Amazon b= ought it for $1.2 billion=E2=80=94a 67,765% return gone<strong>.</strong><p= ></p><p>Now, another smart home startup is making waves, and investors have=
a chance to get in early.</p><p><a href=3D"
https://tracking.tldrnewsletter= .com/CL0/https:%2F%2Finvest.helloryse.com%2F%3Ftnames=3Dtldr,03-03-2025/1/0= 10001955bcf01fc-61d7ea83-005a-4f1e-8919-34241f978b38-000000/bpMGUO-t1bHklWt= FUNQCW0jJVQfrzgQlqgrCg-Do9GI=3D394" rel=3D"noopener noreferrer nofollow" ta= rget=3D"_blank"><span>Meet RYSE</span></a>=E2=80=94the company revolutioniz= ing smart shades with patented retrofit technology that installs in minutes=
, controllable via your smartphone or voice.</p>
<p>Here's why we like it:</p>
<p>=F0=9F=94=B9 $10M+ in revenue and 200% year-over-year growth</p>
<p>=F0=9F=94=B9 In 127 Best Buy locations, with Home Depot expansion coming=
in 2025</p>
<p>=F0=9F=94=B9 10+ patents protecting its industry-leading technology</p>
<p>=F0=9F=94=B9 The smart home market is booming, growing at 23% annually</=
<p>RYSE's public offering is now live at just $1.90/share. If you missed ou=
t on Ring, this could be your second chance.</p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Finvest.he= lloryse.com%2F%3Ftnames=3Dtldr,03-03-2025/2/010001955bcf01fc-61d7ea83-005a-= 4f1e-8919-34241f978b38-000000/nGtrz4Ad3Jth8FUD6ez1ecKofxEpAgH5SbsMjHmBIsg= =3D394" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Find O=
ut More</span></a>
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<h1><strong>Big Tech & 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.tldrnewsletter.= com/CL0/https:%2F%2Fwww.bloomberg.com%2Fnews%2Fnewsletters%2F2025-03-02%2Fa= pple-siri-compared-with-alexa-m4-macbook-air-and-ipad-air-2025-coming-soon-= m7rn2k2y%3FaccessToken=3DeyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiO= iJTdWJzY3JpYmVyR2lmdGVkQXJ0aWNsZSIsImlhdCI6MTc0MDk1Mzg5NiwiZXhwIjoxNzQxNTU4= Njk2LCJhcnRpY2xlSWQiOiJTU0hZU01UMEcxS1cwMCIsImJjb25uZWN0SWQiOiJFQTExNDNDNTM= 4NEE0RUY5QTg5RjJEN0IxMTg2MzcwOSJ9.L_2hPA3Z--TU588ilM_5Tt-f4Gw8oGPTHG5q73ueR= Fg%26utm_source=3Dtldrnewsletter/1/010001955bcf01fc-61d7ea83-005a-4f1e-8919= -34241f978b38-000000/ZgrOd1BuffelJmk7muQEObZtXDtSNwYaPsaDUmfx5Fg=3D394">
<span>
<strong>Apple's Artificial Intellig= ence Efforts Reach a Make-or-Break Point (22 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple's AI division now believes that a=
true modernized conversational version of Siri won't reach consumers until=
iOS 20 at best in 2027. iOS 19 will likely not include any significant con= sumer-facing changes to Apple Intelligence because the company is still wor= king on getting the features announced last year out the door. The company =
is currently not moving fast enough internally to create the underlying AI = technology that it needs to keep up with the competition, suggesting that c= hange is required.
</span>
</span>
</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=
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.theverge.com%2Famazon-alexa%2F622172%2Famazon-alexa= -plus-panos-panay-interview%3Futm_source=3Dtldrnewsletter/1/010001955bcf01f= c-61d7ea83-005a-4f1e-8919-34241f978b38-000000/iLqP00D5RHF9MhaEiWdfaM6cyRJQ7= NiLEergRlcq_jA=3D394">
<span>
<strong>With Alexa Plus, Amazon fin= ally reinvents its best product (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Amazon usually announces dozens of new = gadgets at its event, but it spent 70 minutes at its press conference last = week instead talking about Alexa Plus, its new generative AI-powered Alexa = voice assistant. The company has focused on building cheap hardware for Ale=
xa over the past decade and wasting efforts on failed ways for people to in= teract with the assistant rather than improving the core technology. The ne=
w Alexa was 100% rearchitected and is far more capable than its predecessor=
- which will remain accessible. It can order food, control smart home devi= ces, create natural language security reports and menus, and much more.
</span>
</span>
</div>
</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;">=F0=9F= =9A=80</span></div>
</div>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Science & Futuristic Technology</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.engadget.com%2Fbig-tech%2Falphabets-taara-chip-uses= -light-beams-to-provide-high-speed-internet-140040922.html%3Futm_source=3Dt= ldrnewsletter/1/010001955bcf01fc-61d7ea83-005a-4f1e-8919-34241f978b38-00000= 0/a1qqH0mnTGflKlfw9zQC8emQ9rLcVUXeFRfvQMrmvq4=3D394">
<span>
<strong>Alphabet's Taara chip uses = light beams to provide high-speed internet (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Alphabet's Taara chip could lead to low= -cost, high-speed internet connectivity even in distant locations. It is ab= out the size of a fingernail and works by using a very narrow, invisible li= ght beam to transmit data at speeds as high as 20 gigabits per second at di= stances of up to 20 kilometers. The technology works similarly to tradition=
al fiber except the light doesn't travel through cables. It only takes days=
to install instead of the months or years it takes to lay down fiber. The = chip is expected to become available in 2026.
</span>
</span>
</div>
</td></tr></tbody></table>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.npr.org%2F2025%2F03%2F02%2Fg-s1-51579%2Fprivate-lun= ar-lander-blue-ghost-touches-down-on-the-moon%3Futm_source=3Dtldrnewsletter= /1/010001955bcf01fc-61d7ea83-005a-4f1e-8919-34241f978b38-000000/TEGlRiQTB48= uPzrkxum2AqjPddiQUv45--P0P42zP8s=3D394">
<span>
<strong>"We're on the moon": privat=
e Blue Ghost spacecraft makes a historic lunar landing (3 minute read)</str=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Firefly Aerospace's Blue Ghost lander s= uccessfully touched down on the Moon's surface early Sunday morning. The sm= ooth touchdown makes Firefly Aerospace the first commercial company in hist= ory to achieve a fully successful soft landing on the Moon. Blue Ghost is c= arrying 10 NASA experiments on board. The lander will capture high-definiti=
on imagery of the March 14 total eclipse, when the Earth will pass between = the Moon and the Sun.
</span>
</span>
</div>
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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =92=BB</span></div></div>
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<div class=3D"text-block">
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<h1><strong>Programming, Design & Data Science</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.qawolf.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsl= etter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newsl= etter_KissBugsGoodbye_20250303-None_Experiment-FALSE%26utm_term=3Dheadline-= KissBugsGoodbyeWithFullyAutomatedEndToEndTestCoverage%26utm_content=3DKissB= ugsGoodbye_ScheduleADemoToLearnMore_None_Headline%253AKissBugsGoodbyeWithFu= llyAutomatedEndToEndTestCoverage_None_None_None_Newsletter-SecondaryPlaceme= nt_20250303_v1_/1/010001955bcf01fc-61d7ea83-005a-4f1e-8919-34241f978b38-000= 000/YBSx59ZPXggqr6PhBC3WvMxvlmcsLngGsHnChIrK248=3D394">
<span>
<strong>=F0=9F=98=98 Kiss bugs good= bye with fully automated end-to-end test coverage (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
<a href=3D"
https://tracking.tldrnewslet= ter.com/CL0/https:%2F%2Fwww.qawolf.com%3Futm_source=3Dtldr%26utm_medium=3Dn= ewsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_N= ewsletter_KissBugsGoodbye_20250303-None_Experiment-FALSE%26utm_term=3Dbody-= QAWolf%26utm_content=3DKissBugsGoodbye_ScheduleADemoToLearnMore_None_Headli= ne%253AKissBugsGoodbyeWithFullyAutomatedEndToEndTestCoverage_None_None_None= _Newsletter-SecondaryPlacement_20250303_v1_/1/010001955bcf01fc-61d7ea83-005= a-4f1e-8919-34241f978b38-000000/CI-Qi9ZUiFgzCc8zdaue_5CapG0H014PxMANKZ_eCro= =3D394" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>QA Wol= f's</span></a> AI-native service gets web and mobile apps to 80% automated = test coverage in less than 4 months.
<p></p>
<p>They create and maintain your test suite in open-source Playwright. Plus=
, they provide <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F= %2Fwww.qawolf.com%2Fhow-it-works%3Futm_source=3Dtldr%26utm_medium=3Dnewslet= ter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newslet= ter_KissBugsGoodbye_20250303-None_Experiment-FALSE%26utm_term=3Dbody-Unlimi= tedParallelTestRuns%26utm_content=3DKissBugsGoodbye_ScheduleADemoToLearnMor= e_None_Headline%253AKissBugsGoodbyeWithFullyAutomatedEndToEndTestCoverage_N= one_None_None_Newsletter-SecondaryPlacement_20250303_v1_/1/010001955bcf01fc= -61d7ea83-005a-4f1e-8919-34241f978b38-000000/rNCzHB4HeZf5iD8wtrhcf9mXejquzb= _HJiUvs1PNbHo=3D394" rel=3D"noopener noreferrer nofollow" target=3D"_blank"= ><span>unlimited parallel test runs</span></a> on their infrastructure (24-= hour maintenance included).</p>
<p>The result? This case study shows how Salesloft <a href=3D"
https://= tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawolf.com%2Fcase-studies%2= Fsalesloft%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DA= CQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_KissBugsGoodbye_20= 250303-None_Experiment-FALSE%26utm_term=3Dbody-Saves750KAYear%26utm_content= =3DKissBugsGoodbye_ScheduleADemoToLearnMore_None_Headline%253AKissBugsGoodb= yeWithFullyAutomatedEndToEndTestCoverage_None_None_None_Newsletter-Secondar= yPlacement_20250303_v1_/1/010001955bcf01fc-61d7ea83-005a-4f1e-8919-34241f97= 8b38-000000/uCv2wvHCN-O8_rYJOtezClrB6MkznmrKVkAZQ6gC-Js=3D394" rel=3D"noope= ner noreferrer nofollow" target=3D"_blank"><span>saves $750k/year</span></a= > in QA engineering + executes 300+ tests in parallel on every PR in m= inutes.</p>
<p>=E2=AD=90 Rated 4.8/5 on G2. Trusted by Cohere, AutoTrader, Mailchi= mp, and many others.</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_KissBugsGoodbye_2025030= 3-None_Experiment-FALSE%26utm_term=3Dcta-ScheduleADemoToLearnMore%26utm_con= tent=3DKissBugsGoodbye_ScheduleADemoToLearnMore_None_Headline%253AKissBugsG= oodbyeWithFullyAutomatedEndToEndTestCoverage_None_None_None_Newsletter-Seco= ndaryPlacement_20250303_v1_/1/010001955bcf01fc-61d7ea83-005a-4f1e-8919-3424= 1f978b38-000000/_KYvBcklvoK5RvvjSRMA-Niv-_YUzavhhSP18k_-m7w=3D394" rel=3D"n= oopener noreferrer nofollow" target=3D"_blank"><span>Schedule a demo to lea=
rn more</span></a>
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</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%2Falexp.pl%2F2025%2F02%2F19%2Fvibe-coding.html%3Futm_sour= ce=3Dtldrnewsletter/1/010001955bcf01fc-61d7ea83-005a-4f1e-8919-34241f978b38= -000000/pSMDl3oz-jQ_13bwmeYGGx5RLV3ECYqKhjEodv3wZv4=3D394">
<span>
<strong>Vibe Coding and the Future =
of Software Engineering (9 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Vibe Coding is a mode of coding where t=
he developer fully gives into the vibes and forgets that the code even exis=
ts - this is made possible by large language models (LLMs). Developers can = now just talk to LLMs and write code while barely even touching the keyboar=
d. Even looking at the code becomes unnecessary. The Vibe Coding meme is a = hint at where things are headed - developers are building towards a future = where AI can be harnessed to build better software products safely and effi= ciently.
</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%2Fsimonwillison.net%2F2025%2FMar%2F2%2Fhallucinations-in-= code%2F%3Futm_source=3Dtldrnewsletter/1/010001955bcf01fc-61d7ea83-005a-4f1e= -8919-34241f978b38-000000/qabSrh5sYMCV-uzet9yF-tmK2ESJ63NyQNF2yVKupig=3D394=
<span>
<strong>Hallucinations in code are = the least dangerous form of LLM mistakes (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Large language models (LLMs) make codin=
g mistakes that aren't instantly caught by the language compiler or interpr= eter all the time. Hallucinations in LLM-generated code are usually obvious=
because they result in an error, but just because code looks good and runs=
without errors, doesn't mean it's actually doing the right thing. One of t=
he reasons LLMs won't put software professionals out of work is because the=
ir job is to prove that code works - manually testing code is essential. Be= ing able to read, understand, and review code written by other people is a = crucial skill.
</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%2Fanalyticsindiamag.com%2Fai-features%2Fthe-entire-middle= -class-of-tech-is-vanishing%2F%3Futm_source=3Dtldrnewsletter/1/010001955bcf= 01fc-61d7ea83-005a-4f1e-8919-34241f978b38-000000/8nT-4BUiFgG6mzUfuJEZNgpm-1= CAUdmqIo7n2nx58OA=3D394">
<span>
<strong>The Vanishing Middle Class =
of Tech (5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The stable middle ground of tech employ= ment - the middle-class engineer - isn't needed anymore. Product builders w=
ho can code can ship entire products in days when armed with AI. A single d= eveloper can now accomplish what once required an entire team. Companies ar=
e streamlining their operations, focusing on engineers who can use AI and d= emonstrate they can do the job of multiple engineers. The biggest losers in=
this shift may be the fresh graduates looking to enter the industry - rece=
nt graduates now have to be better than people already working.
</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%2Farstechnica.com%2Fai%2F2025%2F02%2Fits-a-lemon-openais-= largest-ai-model-ever-arrives-to-mixed-reviews%2F%3Futm_source=3Dtldrnewsle= tter/1/010001955bcf01fc-61d7ea83-005a-4f1e-8919-34241f978b38-000000/2Rscypn= siw2_RhtczbGASkV4ZS_77f1V1dBsNDD63L8=3D394">
<span>
<strong>=E2=80=9CIt's a lemon=E2=80= =9D=E2=80=94OpenAI's largest AI model ever arrives to mixed reviews (7 minu=
te read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Reviews say that OpenAI's newest AI mod= el, GPT-4.5, is big, expensive, and slow. The model provides marginally bet= ter performance than GPT-4o at 30 times the cost for input and 15 times the=
cost for output. There seems to be diminishing returns in training unsuper= vised-learning large language models - scaling laws may have possibly met t= heir natural end. OpenAI seems well aware of these limitations, which is wh=
y it released the model as a limited 'research preview'.
</span>
</span>
</div>
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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>
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<h1><strong>Quick Links</strong></h1>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.oddbird.net%2F2025%2F02%2F12%2Ffluid-type%2F%3Futm_= source=3Dtldrnewsletter/1/010001955bcf01fc-61d7ea83-005a-4f1e-8919-34241f97= 8b38-000000/j3tbpljcnQ7xyz_RtE5c8JTvMC6DI3w-voJz-bbzKV8=3D394">
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<strong>Reimagining Fluid Typograph=
y (11 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Users want their default font sizes to = respond to changes in window sizes, but browsers (as a rule) don't make res= ponsive typography available in user settings.
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farstechnica.com%2Finformation-technology%2F2025%2F02%2F= the-surveillance-tech-waiting-for-workers-as-they-return-to-the-office%2F%3= Futm_source=3Dtldrnewsletter/1/010001955bcf01fc-61d7ea83-005a-4f1e-8919-342= 41f978b38-000000/e5MLHrEwtFzsqhOtSS2zlMNCO2-ArJOAo225e_4E-QM=3D394">
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<strong>The surveillance tech waiti=
ng for workers as they return to the office (28 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Around 70% to 80% of large US employers=
now use some form of employee monitoring using all kinds of sensor data.
</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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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fallenpike.com%2F2025%2Fjavascript-fatigue-ssr%3Futm_sou= rce=3Dtldrnewsletter/1/010001955bcf01fc-61d7ea83-005a-4f1e-8919-34241f978b3= 8-000000/V00fDilqmexIhqJ5iXKkx2svEFUfrirC0M7pXn_Dh4Y=3D394">
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<strong>JavaScript Fatigue Strikes = Back (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Choosing the right JavaScript framework=
is a difficult task - developers should choose boring, simple, and well-ma= intained technology so they aren't the first team to ever encounter a probl=
em or the last team stuck using old technology.
</span>
</span>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.autodidacts.io%2Ftroubleshooting%2F%3Futm_source=3D= tldrnewsletter/1/010001955bcf01fc-61d7ea83-005a-4f1e-8919-34241f978b38-0000= 00/C-Zm2jAlOq_UfejbNTfuTwcmjsKRqAVkCIQc51dxipY=3D394">
<span>
<strong>On Troubleshooting (28 minu=
te read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Many features of an effective approach =
to troubleshooting are domain agnostic.
</span>
</span>
</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=
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwildfirelabs.substack.com%2Fp%2Fthe-100-trillion-disrup= tion-the-unforeseen%3Futm_source=3Dtldrnewsletter/1/010001955bcf01fc-61d7ea= 83-005a-4f1e-8919-34241f978b38-000000/Khf6owXjwjlGoopxYhEL0jeYIbPI20QG3KroF= 26ovOk=3D394">
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<strong>The $100 Trillion Disruptio=
n: The Unforeseen Economic Earthquake (8 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The biggest economic transformation of = our lifetime may come from diabetes drugs.
</span>
</span>
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.elenaverna.com%2Fp%2Fai-is-killing-some-companies-y= et%3Futm_source=3Dtldrnewsletter/1/010001955bcf01fc-61d7ea83-005a-4f1e-8919= -34241f978b38-000000/C-zfS7SBXeppgbuHpFXknRMlv3Ny6tU8K16GFdL69qE=3D394">
<span>
<strong>AI is killing some companie=
s, yet others are thriving - let's look at the data (4 minute read)</strong=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AI is upending the business models of m= ajor content sites in a phenomenon being called Product-Market Fit Collapse=
.
</span>
</span>
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