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  • Inside OpenAI's Stargate deal 💰, Apple's camera AirPods 🎧, LLM impact on devs 👨‍💻

    From TLDR@VERT to All on Monday, February 10, 2025 11:40:06
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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=
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    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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    et
    $1k if we hire them!=20

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    Flanders [28]=20

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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&#039;s inaugurat= ion preparing the announcement to build data centers across the US&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&nb= sp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nb= sp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nb= sp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nb= sp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nb= sp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;</div>
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    <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.threatlo= cker.com%2Fwebinars%2Fhow-to-prevent-wifi-pineapple-attacks%3Futm_source=3D= tldr%26utm_medium=3Dsponsor%26utm_campaign=3Dpineapple_webinar_q1_25%26utm_= content=3Dpineapple_webinar%26utm_term=3Ddisplay/1/01000194efa8d5d1-831090b= c-2866-42d3-8f2a-b31a765f9929-000000/1Ikw1kbEa_krPJr6gzZlbeQmhxTkaCGzv6NtlX= o09UE=3D391"><img src=3D"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: &quot;Helvetica Neue&quot;, 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>



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    <div class=3D"text-block">
    <div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =93=B1</span></div></div>
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    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
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    <h1><strong>Big Tech &amp; Startups</strong></h1>
    </div>
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    ;" valign=3D"top">

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

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    <span>
    <strong>Apple is reportedly develop= ing AirPods with cameras: Here's what that means (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, 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>
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    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, 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>
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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>
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    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
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    <h1><strong>Science &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%2Flinks.tldrnewsletter.com%2FCzYBDp/1/01000194efa8d5d1-83= 1090bc-2866-42d3-8f2a-b31a765f9929-000000/xeTx7HkoyLhxhgtrUfAoBrcxyls-JDVTK= VejstxvtR8=3D391">
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    Its Own DeepSeek Moment (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, 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>
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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.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: &quot;Helvetica Neue&quot;, 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>
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    </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;">
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    <h1><strong>Programming, Design &amp; Data Science</strong></h1>
    </div>
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    <table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
    ;" valign=3D"top">

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

    <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: &quot;Helvetica Neue&quot;, 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>



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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%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: &quot;Helvetica Neue&quot;, 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: &quot;Helvetica Neue&quot;, 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">

    <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%2Fmylessnider.com%2Farticles%2Fdefinancialization-hyperfi= nancialization%3Futm_source=3Dtldrnewsletter/1/01000194efa8d5d1-831090bc-28= 66-42d3-8f2a-b31a765f9929-000000/WPlI18A_gISkUNcQzIWcjzsD6WfosE02w1n0Ze4WnL= Q=3D391">
    <span>
    <strong>Definancialization / Hyperf= inancialization (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, 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>
    </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.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">
    <span>
    <strong>How AI Takeover Might Happe=
    n in 2 Years (52 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    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.
    </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;">=E2=9A= =A1</span></div></div>
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    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    An overview of the what, when, why, and=
    how of code signing at Mozilla.
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    <span>
    <strong>Anthropic in talks to raise=
    funding at $60 billion valuation (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Anthropic is in talks to raise $2 billi=
    on in a funding round being led by Lightspeed Venture Partners.
    </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>
    <strong>Explore future possibilitie=
    s with AI (Website)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    This website contains experimental demo=
    s that feature the latest AI research from Meta.
    </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%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">
    <span>
    <strong>Microsoft Edge now has an A= I-powered scareware blocker (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Scareware blocker uses a locally-run ma= chine learning model to compare full screen pages to known scams.
    </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%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">
    <span>
    <strong>Why there are no cracked bi= otechnologists? (10 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, 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.
    </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>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Ilya Sutskever's startup, Safe Superint= elligence, has yet to generate any revenue and little is known about its wo= rk.
    </span>
    </span>
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