--oS2Pgk8N
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Sam Altman was on the phone with Donald Trump just days before Trump's
in=
auguration preparing the announcement to build data centers across
the
=
US=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 [Threatlocker] [4]
TLDR 2025-02-10=
SLICING THE WIFI PINEAPPLE: HOW HACKERS CAN STEAL CREDENTIALS WITH=
EVIL PORTALS =E2=80=94 AND WHAT TO DO ABOUT IT (SPONSOR) [4]=20
A Wi=
Fi Pineapple is a penetration testing tool developed by Hak5 for
running =
security assessments, either internally or with an outsourced
team of eth=
ical hackers. It can be misused by bad actors to phish for
credentials by=
impersonating the login pages of trusted accounts.
Watch this recorde=
d session by ThreatLocker [4] for an in-depth look
at WiFi Pineapple =
=E2=80=94 and how it can be used for both good and evil.
=09* Introdu=
ction to the WiFi Pineapple and its applications
=09* Overview of the "E=
vil Portal" feature
=09* Best practices for network protection
Watc=
h the recording =E2=86=92 [4]
=F0=9F=93=B1=20
BIG TECH & STARTUPS=
APPLE IS REPORTEDLY DEVELOPING AIRPODS WITH CAMERAS: HERE'S WHAT THA=
T
MEANS (2 MINUTE READ) [5]=20
Apple is reportedly prototyping AirPod=
s with integrated cameras. The
integration may be aimed at bringing Visua=
l Intelligence to the
AirPods, allowing them to understand the outside wo=
rld and provide
information to the user. They could be used together with=
Vision Pro
headsets to enhance the user experience and strengthen the sp=
atial
computing ecosystem. The AirPods' cameras could enable in-air gestu=
re
controls. The tech is unlikely to debut anytime soon - it won't be
r=
eleased until 2027 at the earliest.=20
HOW SAM ALTMAN SIDESTEPPED ELON =
MUSK TO WIN OVER DONALD TRUMP (9
MINUTE READ) [6]=20
Sam Altman was o=
n the phone with Donald Trump just days before
Trump's inauguration prepa=
ring the announcement to build data centers
across the country. Altman wa=
s relegated to the overflow room during
the inauguration, but he stood be=
hind Trump in the Roosevelt Room of
the White House the day after as Trum=
p announced Stargate, describing
it as the largest AI infrastructure proj=
ect by far in history.
Stargate had been in the works for months, but the=
announcement was
timed for Trump to take credit for it in his first days=
in office.
This article takes a behind-the-scenes look at how the deal c=
ame
about.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
=
THE DRUG INDUSTRY IS HAVING ITS OWN DEEPSEEK MOMENT (3 MINUTE READ)
[7] =
Summit Therapeutics, a drug company backed by billionaire Bob Duggan=
,
recently announced that its drug had outperformed Merck's Keytruda in=
a lung cancer trial. Keytruda is the best-selling drug in the pharma
i=
ndustry. Summit had licensed the drug from a little-known Chinese
biotech=
called Akeso. While Summit's drug still needs regulatory
approval, the n=
ews added billions of dollars to the company's market
capitalization and =
created a watershed moment for the industry.=20
HUMAN-LIKE TEETH SUCCES=
SFULLY GROWN IN A PIG'S MOUTH (4 MINUTE READ)
[8]=20
Scientists have =
been manipulating genes to grow human cells in
animals for decades. They =
have now shown it is possible to cultivate
human teeth cells inside of a =
pig's mouth. The teeth that grew inside
the pigs didn't reach full human =
tooth size and likely wouldn't stand
up to regular use, but these finding=
s could lead to the development of
biological tooth substitutes. Research=
shows that more than half of US
adults may be receptive to the technolog=
y.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE
ONESCH=
EMA: AUTOMATE CSV MAPPING, VALIDATION, AND TRANSFORMATION
(SPONSOR) [9] =
Tired of import failures and playing data janitor? Automate CSV
im=
ports from anywhere =E2=86=92 your app with OneSchema.
=F0=9F=92=AC "O=
verhauling the onboarding flow and integrating OneSchema has
helped us sa=
ve roughly 30 to 50 percent [10] of the hours that our
implementation tea=
m is spending on small customers."=E2=80=94 Nick Singh,
Head of Product @=
Personio.
See how it works [11]
THE LLM CURVE OF IMPACT ON SOFT=
WARE ENGINEERS (3 MINUTE READ) [12]=20
AI's impact on someone's day-to-=
day job largely depends on their
level. It impacts junior engineers the m=
ost, with the impact level
dropping through to the senior level, before b=
ecoming useful again for
Staff+ engineers. This may be why developers' ex=
periences vary so
much. The reason some people are skeptical or overly ex=
cited may be
because the tasks they are working on are quite different. =
AI-BY-HAND-EXCEL (GITHUB REPO) [13]=20
This repository contains =
a collection of Excel exercises that teach
concepts in AI. It covers topi=
cs like Softmax, Temperature,
Backpropagation, Long Short Term Memory, Mu=
ltihead attention,
AlphaFold, and much more. The repository is still bein=
g expanded with
more sheets.=20
=F0=9F=8E=81=20
MISCELLANEOUS
=
DEFINANCIALIZATION / HYPERFINANCIALIZATION (3 MINUTE READ) [14]=20
The=
world has become increasingly financialized as a consequence of
bad mone=
y. The US dollar serves as a poor monetary instrument because
it doesn't =
effectively preserve purchasing power over long time
frames. Instead of s=
aving, people are forced to invest. While Bitcoin
simplifies savings and =
definancializes the world of money and savings,
crypto is producing a wor=
ld of hyper-financialization. New products
are constantly emerging that a=
ttempt to turn anything and everything
into a financial market. The pheno=
menon will probably continue as fiat
unwinds, but after a long enough tim=
e, Bitcoin's core value
proposition will become more apparent.=20
HOW=
AI TAKEOVER MIGHT HAPPEN IN 2 YEARS (52 MINUTE READ) [15]=20
This post=
contains a short story on what an AI researcher thinks
could be the wors=
t-case scenario for an AI takeover. It is not a
likely scenario, but it i=
s not pure fantasy either - AI progress might
not become as fast or untam=
able as the story portrays, but it could
happen in the right circumstance=
s. The future is still not set, but
some of the worst outcomes are alread=
y plausible.=20
=E2=9A=A1=20
QUICK LINKS
=F0=9F=86=93 MAKE YOUR=
SITE EASIER TO READ WITH NEW ATKINSON HYPERLEGIBLE=E2=84=A2
FONTS FROM B=
RAILLE INSTITUTE (SPONSOR) [16]=20
These award-winning, carefully craft=
ed fonts feature clear, highly
distinctive letters and numbers that make =
reading easier and more
accessible. And they're free for everyone. Downlo=
ad Hyperlegible=E2=84=A2
Fonts [16]=20
A BRIEF HISTORY OF CODE SIGNIN=
G AT MOZILLA (7 MINUTE READ) [17]=20
An overview of the what, when, why=
, and how of code signing at
Mozilla.=20
ANTHROPIC IN TALKS TO RAISE =
FUNDING AT $60 BILLION VALUATION (3
MINUTE READ) [18]=20
Anthropic is=
in talks to raise $2 billion in a funding round being
led by Lightspeed =
Venture Partners.=20
EXPLORE FUTURE POSSIBILITIES WITH AI (WEBSITE) [19=
]=20
This website contains experimental demos that feature the latest A=
I
research from Meta.=20
MICROSOFT EDGE NOW HAS AN AI-POWERED SCAREWA=
RE BLOCKER (2 MINUTE
READ) [20]=20
Scareware blocker uses a locally-r=
un machine learning model to
compare full screen pages to known scams. =
WHY THERE ARE NO CRACKED BIOTECHNOLOGISTS? (10 MINUTE READ) [21]=20
=
The field might be too complicated for a human to understand enough
t=
o be 'cracked' - but this seems like a task well suited to AGI.=20
ILYA=
SUTSKEVER'S STARTUP IN TALKS TO FUNDRAISE AT ROUGHLY $20B
VALUATION (1 M=
INUTE READ) [22]=20
Ilya Sutskever's startup, Safe Superintelligence, h=
as yet to generate
any revenue and little is known about its work.=20
=
Love TLDR? Tell your friends and get rewards!
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g an audience of tech
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Sam Altman=
was on the phone with Donald Trump just days before Trump's inaugurat= ion preparing the announcement to build data centers across the US =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&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C </div>
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<a href=3D"
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https://images.tldr.tech/threatlocker50.png" valig= n=3D"middle" style=3D"vertical-align: middle !important; height: 100%;" alt= =3D"Threatlocker"></a></td></tr></tbody></table>
<table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr= ><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0;=
<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2025-02-10</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%2Fwww.threatlocker.com%2Fwebinars%2Fhow-to-prevent-wifi-p= ineapple-attacks%3Futm_source=3Dtldr%26utm_medium=3Dsponsor%26utm_campaign= =3Dpineapple_webinar_q1_25%26utm_content=3Dpineapple_webinar%26utm_term=3Dd= isplay/2/01000194efa8d5d1-831090bc-2866-42d3-8f2a-b31a765f9929-000000/T0RXO= t5iIgpQvL0MFfjSK0Pl1sDhnxR4Jkgrn1xpy1M=3D391">
<span>
<strong>Slicing the WiFi Pineapple:=
How hackers can steal credentials with Evil Portals =E2=80=94 and what to =
do about it (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
A WiFi Pineapple is a penetration testi=
ng tool developed by Hak5 for running security assessments, either internal=
ly or with an outsourced team of ethical hackers. It can be misused by bad = actors to phish for credentials by impersonating the login pages of trusted=
accounts.<p></p><p>Watch this <a href=3D"
https://tracking.tldrnewsletter.c= om/CL0/https:%2F%2Fwww.threatlocker.com%2Fwebinars%2Fhow-to-prevent-wifi-pi= neapple-attacks%3Futm_source=3Dtldr%26utm_medium=3Dsponsor%26utm_campaign= =3Dpineapple_webinar_q1_25%26utm_content=3Dpineapple_webinar%26utm_term=3Dd= isplay/3/01000194efa8d5d1-831090bc-2866-42d3-8f2a-b31a765f9929-000000/fIwYM= zdr_EgT-J6w6cAbSi86dijsv-uQRdmb0GlS8S4=3D391" rel=3D"noopener noreferrer no= follow" target=3D"_blank"><span>recorded session by ThreatLocker</span></a>=
for an in-depth look at WiFi Pineapple =E2=80=94 and how it can be used fo=
r both good and evil.</p>
<li>Introduction to the WiFi Pineapple and its applications</li>
<li>Overview of the "Evil Portal" feature</li>
<li>Best practices for network protection</li>
</ul>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.threa= tlocker.com%2Fwebinars%2Fhow-to-prevent-wifi-pineapple-attacks%3Futm_source= =3Dtldr%26utm_medium=3Dsponsor%26utm_campaign=3Dpineapple_webinar_q1_25%26u= tm_content=3Dpineapple_webinar%26utm_term=3Ddisplay/4/01000194efa8d5d1-8310= 90bc-2866-42d3-8f2a-b31a765f9929-000000/6G4ti20_4g4bxs0oGM0WcZeA1MZJdMWs7gP= iMFRf2tM=3D391" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><spa= n>Watch the recording =E2=86=92</span></a>
</span></span></div>
</td></tr></tbody></table>
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<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =93=B1</span></div></div>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Big Tech & Startups</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2F9to5mac.com%2F2025%2F02%2F08%2Fairpods-with-cameras-rum= or-breakdown%2F%3Futm_source=3Dtldrnewsletter/1/01000194efa8d5d1-831090bc-2= 866-42d3-8f2a-b31a765f9929-000000/4at7vihI1qFJFVj4SP1Vtf-StpXrBC7LHWAtVIiyk= jE=3D391">
<span>
<strong>Apple is reportedly develop= ing AirPods with cameras: Here's what that means (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple is reportedly prototyping AirPods=
with integrated cameras. The integration may be aimed at bringing Visual I= ntelligence to the AirPods, allowing them to understand the outside world a=
nd provide information to the user. They could be used together with Vision=
Pro headsets to enhance the user experience and strengthen the spatial com= puting ecosystem. The AirPods' cameras could enable in-air gesture controls=
. The tech is unlikely to debut anytime soon - it won't be released until 2= 027 at the earliest.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.nytimes.com%2F2025%2F02%2F08%2Ftechnology%2Fsam-alt= man-elon-musk-trump.html%3Funlocked_article_code=3D1.vk4.cZJO.9LjssmBBIOd_%= 26smid=3Durl-share%26utm_source=3Dtldrnewsletter/1/01000194efa8d5d1-831090b= c-2866-42d3-8f2a-b31a765f9929-000000/9qOBtsNvsU4kdPltTLgX8ZtVLErllH5J9OWg_Q= sqG7c=3D391">
<span>
<strong>How Sam Altman Sidestepped = Elon Musk to Win Over Donald Trump (9 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Sam Altman was on the phone with Donald=
Trump just days before Trump's inauguration preparing the announcement to = build data centers across the country. Altman was relegated to the overflow=
room during the inauguration, but he stood behind Trump in the Roosevelt R= oom of the White House the day after as Trump announced Stargate, describin=
g it as the largest AI infrastructure project by far in history. Stargate h=
ad been in the works for months, but the announcement was timed for Trump t=
o take credit for it in his first days in office. This article takes a behi= nd-the-scenes look at how the deal came about.
</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;">=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%2Flinks.tldrnewsletter.com%2FCzYBDp/1/01000194efa8d5d1-83= 1090bc-2866-42d3-8f2a-b31a765f9929-000000/xeTx7HkoyLhxhgtrUfAoBrcxyls-JDVTK= VejstxvtR8=3D391">
<span>
<strong>The Drug Industry Is Having=
Its Own DeepSeek Moment (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Summit Therapeutics, a drug company bac= ked by billionaire Bob Duggan, recently announced that its drug had outperf= ormed Merck's Keytruda in a lung cancer trial. Keytruda is the best-selling=
drug in the pharma industry. Summit had licensed the drug from a little-kn= own Chinese biotech called Akeso. While Summit's drug still needs regulator=
y approval, the news added billions of dollars to the company's market capi= talization and created a watershed moment for the industry.
</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.popsci.com%2Fscience%2Fhuman-teeth-pig-mouth%2F%3Fu= tm_source=3Dtldrnewsletter/1/01000194efa8d5d1-831090bc-2866-42d3-8f2a-b31a7= 65f9929-000000/BXTOpFEdJzSP2kBrucWmtdHrY65UNK90MssfrKDzufE=3D391">
<span>
<strong>Human-like teeth successful=
ly grown in a pig's mouth (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Scientists have been manipulating genes=
to grow human cells in animals for decades. They have now shown it is poss= ible to cultivate human teeth cells inside of a pig's mouth. The teeth that=
grew inside the pigs didn't reach full human tooth size and likely wouldn'=
t stand up to regular use, but these findings could lead to the development=
of biological tooth substitutes. Research shows that more than half of US = adults may be receptive to the technology.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =92=BB</span></div></div>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Programming, Design & Data Science</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.oneschema.co%2F%3Futm_campaign=3D73599760%26utm_med= ium=3Dnewsletter%26utm_source=3Dtldr/1/01000194efa8d5d1-831090bc-2866-42d3-= 8f2a-b31a765f9929-000000/Awx5AtMx9kXmMsY6c16WEOSyte9NQwGNLyXOOWl5RKw=3D391"=
<span>
<strong>OneSchema: Automate CSV map= ping, validation, and transformation (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Tired of import failures and playing da=
ta janitor? Automate CSV imports from anywhere =E2=86=92 your app with OneS= chema.<p></p><p>=F0=9F=92=AC "Overhauling the onboarding flow and integrati=
ng OneSchema has helped us save roughly <a href=3D"
https://tracking.tldrnew= sletter.com/CL0/https:%2F%2Fwww.oneschema.co%2Fcase-studies%2Fpersonio-redu= ced-import-failure-rates-5x%2F%3Futm_campaign=3D73599760%26utm_medium=3Dnew= sletter%26utm_source=3Dtldr/1/01000194efa8d5d1-831090bc-2866-42d3-8f2a-b31a= 765f9929-000000/9zXeVIgkfz51jebuLaAx9p9SNdAgDabT_PaCQu9iWEA=3D391" rel=3D"n= oopener noreferrer nofollow" target=3D"_blank"><span>30 to 50 percent</span= ></a> of the hours that our implementation team is spending on small custom= ers."=E2=80=94 Nick Singh, Head of Product @ Personio.</p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.onesc= hema.co%2F%3Futm_campaign=3D73599760utm_medium=3Dnewsletter%26utm_source=3D= tldr/1/01000194efa8d5d1-831090bc-2866-42d3-8f2a-b31a765f9929-000000/Sv-Y-wd= VdWwwlH-5xF9JC7uUNiuHCwNBsEM29oKNOdA=3D391" rel=3D"noopener noreferrer nofo= llow" target=3D"_blank"><span>See how it works</span></a>
</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%2Fserce.me%2Fposts%2F2025-02-07-the-llm-curve-of-impact-o= n-software-engineers%3Futm_source=3Dtldrnewsletter/1/01000194efa8d5d1-83109= 0bc-2866-42d3-8f2a-b31a765f9929-000000/-_sOMZJlYYBMFpTrK4Ski7IBU8oQDEUp-Z7-= 2HOquLw=3D391">
<span>
<strong>The LLM Curve of Impact on = Software Engineers (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AI's impact on someone's day-to-day job=
largely depends on their level. It impacts junior engineers the most, with=
the impact level dropping through to the senior level, before becoming use= ful again for Staff+ engineers. This may be why developers' experiences var=
y so much. The reason some people are skeptical or overly excited may be be= cause the tasks they are working on are quite different.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fgithub.com%2FImagineAILab%2Fai-by-hand-excel%3Futm_sour= ce=3Dtldrnewsletter/1/01000194efa8d5d1-831090bc-2866-42d3-8f2a-b31a765f9929= -000000/xvSKGCPabfsrz9bGKCZ5mto1mkmhDCFzZus2sQrKVTQ=3D391">
<span>
<strong>ai-by-hand-excel (GitHub Re= po)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
This repository contains a collection o=
f Excel exercises that teach concepts in AI. It covers topics like Softmax,=
Temperature, Backpropagation, Long Short Term Memory, Multihead attention,=
AlphaFold, and much more. The repository is still being expanded with more=
sheets.
</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">
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fmylessnider.com%2Farticles%2Fdefinancialization-hyperfi= nancialization%3Futm_source=3Dtldrnewsletter/1/01000194efa8d5d1-831090bc-28= 66-42d3-8f2a-b31a765f9929-000000/WPlI18A_gISkUNcQzIWcjzsD6WfosE02w1n0Ze4WnL= Q=3D391">
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<strong>Definancialization / Hyperf= inancialization (3 minute read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The world has become increasingly finan= cialized as a consequence of bad money. The US dollar serves as a poor mone= tary instrument because it doesn't effectively preserve purchasing power ov=
er long time frames. Instead of saving, people are forced to invest. While = Bitcoin simplifies savings and definancializes the world of money and savin= gs, crypto is producing a world of hyper-financialization. New products are=
constantly emerging that attempt to turn anything and everything into a fi= nancial market. The phenomenon will probably continue as fiat unwinds, but = after a long enough time, Bitcoin's core value proposition will become more=
apparent.
</span>
</span>
</div>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.lesswrong.com%2Fposts%2FKFJ2LFogYqzfGB3uX%2Fhow-ai-= takeover-might-happen-in-2-years%3Futm_source=3Dtldrnewsletter/1/01000194ef= a8d5d1-831090bc-2866-42d3-8f2a-b31a765f9929-000000/IeXidbZWmd5Gf6npHtPYPvzN= jmuGW_rvBBDsUfIDv-I=3D391">
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n in 2 Years (52 minute read)</strong>
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This post contains a short story on wha=
t an AI researcher thinks could be the worst-case scenario for an AI takeov= er. It is not a likely scenario, but it is not pure fantasy either - AI pro= gress might not become as fast or untamable as the story portrays, but it c= ould happen in the right circumstances. The future is still not set, but so=
me of the worst outcomes are already plausible.
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</div>
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https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fhearsum.ca%2Fposts%2Fhistory-of-code-signing-at-mozilla= %2F%3Futm_source=3Dtldrnewsletter/1/01000194efa8d5d1-831090bc-2866-42d3-8f2= a-b31a765f9929-000000/G4CtxULjIoJTQ7KXRRe8WgbGrxydH64eCH8NqFaBQNQ=3D391">
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An overview of the what, when, why, and=
how of code signing at Mozilla.
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Anthropic is in talks to raise $2 billi=
on in a funding round being led by Lightspeed Venture Partners.
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https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Faidemos.meta.com%2F%3Futm_source=3Dtldrnewsletter/1/010= 00194efa8d5d1-831090bc-2866-42d3-8f2a-b31a765f9929-000000/AwURtiFJr-9VLwKtb= iGh0odZ7Ksi17i5qdaKz2081sU=3D391">
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<strong>Explore future possibilitie=
s with AI (Website)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
This website contains experimental demo=
s that feature the latest AI research from Meta.
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.theverge.com%2Fnews%2F608123%2Fmicrosoft-edge-scare= ware-blocker-feature%3Futm_source=3Dtldrnewsletter/1/01000194efa8d5d1-83109= 0bc-2866-42d3-8f2a-b31a765f9929-000000/5B1cx0pFF51L9TEpI2jAgRWD5trO0RKwd6YQ= gdW1uvo=3D391">
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<strong>Microsoft Edge now has an A= I-powered scareware blocker (2 minute read)</strong>
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Scareware blocker uses a locally-run ma= chine learning model to compare full screen pages to known scams.
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fpartialagonism.substack.com%2Fp%2Fwhy-there-are-no-crac= ked-biotechnologists%3Fr=3D58mdpo%26utm_campaign=3Dpost%26utm_medium=3Dweb%= 26triedRedirect=3Dtrue%26utm_source=3Dtldrnewsletter/1/01000194efa8d5d1-831= 090bc-2866-42d3-8f2a-b31a765f9929-000000/5i0vOdWYqm8gzqCsjQ-J90qLx5Hm8_ViAw= HQ3NiT3R0=3D391">
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<strong>Why there are no cracked bi= otechnologists? (10 minute read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The field might be too complicated for =
a human to understand enough to be 'cracked' - but this seems like a task w= ell suited to AGI.
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftechcrunch.com%2F2025%2F02%2F07%2Freport-ilya-sutskever= s-startup-in-talks-to-fundraise-at-roughly-20b-valuation%2F%3Futm_source=3D= tldrnewsletter/1/01000194efa8d5d1-831090bc-2866-42d3-8f2a-b31a765f9929-0000= 00/mW82wbep9Uh76-YotgE121cYtM9y115xm8s4GRgmdrg=3D391">
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talks to fundraise at roughly $20B valuation (1 minute read)</strong>
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Ilya Sutskever's startup, Safe Superint= elligence, has yet to generate any revenue and little is known about its wo= rk.
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