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  • SpaceX rocket failure ¨, OpenAI revenue breakdown ¨, ChatGPT for data science ¨

    From TLDR@VERT to tldr@synchro.net on Mon Jul 15 10:36:33 2024
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    A SpaceX rocket has failed for the first time in nearly a decade. The
    upp=
    er stage engine of the Falcon 9 rocket malfunctioned just minutes
    into fl=
    ight=C2=A0=20

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

    =09=09TL=
    DR=20

    =09=09TOGETHER WITH [Swarmia] [4]

    TLDR 2024-07-15

    DOES =
    YOUR ENGINEERING ORGANIZATION RUN ON VIBES? (SPONSOR) [4]=20

    In 2024, t=
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    BIG TECH & STARTUPS

    GOOGLE REPORTEDLY IN A=
    DVANCED TALKS TO ACQUIRE CYBER STARTUP WIZ FOR
    $23 BILLION, ITS LARGEST-E=
    VER DEAL (2 MINUTE READ) [5]=20

    Google may be acquiring cybersecurity f=
    irm Wiz for $23 billion. Wiz,
    founded in 2020, had been eyeing an IPO as =
    recently as May, when it
    achieved a valuation of $12 billion. Its securit=
    y offering gives
    companies insight into their full cloud presence. If com=
    pleted, the
    deal will be Google's largest acquisition yet.=20

    SPACEX =
    ROCKET ACCIDENT LEAVES THE COMPANY'S STARLINK SATELLITES IN
    THE WRONG ORB=
    IT (2 MINUTE READ) [6]=20

    A SpaceX rocket has failed for the first time=
    in nearly a decade. The
    upper stage engine of the Falcon 9 rocket malfun=
    ctioned several
    minutes into flight. It left 20 Starlink satellites in an=
    orbit less
    than half of what was intended. The company is attempting to =
    boost
    some of the satellites to a higher orbit using onboard ion thruster=
    s,
    but it is unlikely to be successful. The satellites will likely return=

    to the atmosphere and burn up. The Federal Aviation Administration
    say=
    s the problem must be fixed before SpaceX can fly its Falcon
    rockets agai=
    n.=20

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

    SCIENCE & FUTURISTIC TECHNOLOGY

    EX-META S=
    CIENTISTS DEBUT GIGANTIC AI PROTEIN DESIGN MODEL (7 MINUTE
    READ) [7]=20
    =

    EvolutionaryScale, a company launched by ex-Meta scientists, applies
    =
    cutting-edge machine learning models trained on language and images to
    bi=
    ological data. It has developed a model that speaks the language of
    prote=
    ins called ESM3. ESM3 can be used to create proteins to
    specifications pr=
    ovided by users. It has been used to create new
    fluorescent molecules. A =
    small version of the model that was trained
    without data from specific vi=
    ruses, pathogens, and toxins has been
    open sourced.=20

    THIS IS THE FA=
    STEST OBJECT EVER MADE BY HUMANS, AND IT'S NOT SLOWING
    DOWN (3 MINUTE REA=
    D) [8]=20

    NASA's Parker Solar Probe was recorded traveling at 635,266=

    kilometers per hour on June 29. It is expected to reach a top speed of=

    around 692,000 kph when it makes its closest approach to the Sun in
    20=
    25. The probe uses Venus' gravity to create a sort of
    gravity-powered sli=
    ngshot to reach its incredible speeds. It will
    eventually get within 6.12=
    million kilometers of the layer of ionized
    gas considered to be the Sun'=
    s surface.=20

    =F0=9F=92=BB=20

    PROGRAMMING, DESIGN & DATA SCIENCE
    =

    @[LIVE HACK SESSION] EXPLOITING AI GENERATED CODE. LEARN AND EARN CPE=

    CREDITS =F0=9F=8E=93=C2=A0(SPONSOR) [9]=20

    Join Snyk's Live Hack Wor=
    kshop [9] to learn how to proactively
    identify security weaknesses in you=
    r AI generated code. Get live
    support in the hands-on lab as you build a =
    demo app with AI-assisted
    coding tools, then exploit and remediate vulner=
    abilities.

    Join the hack session on July 25 =F0=9F=A4=96 =F0=9F=9B=
    =A0=EF=B8=8F [9]

    PROPERTY: NEXT-GEN CSS VARIABLES NOW WITH UNIVERSAL =
    BROWSER SUPPORT
    (4 MINUTE READ) [10]=20

    @property extends the CSS lan=
    guage by providing meaning and context
    to CSV variables. It can be used t=
    o define a type for custom
    properties, preventing unexpected results and =
    supporting new
    possibilities like animating gradients. The enhanced type =
    safety opens
    up new opportunities for testing and validation directly wit=
    hin CSS.=20

    CAN CHATGPT DO DATA SCIENCE? (5 MINUTE READ) [11]=20

    Th=
    e challenges of using ChatGPT are worse for data science tasks.
    Data scie=
    ntists often work with very large data sets that have quality
    issues on t=
    asks that may require domain expertise. Using ChatGPT will
    mean that data=
    scientists also have to understand the context, data,
    code, and assumpti=
    ons in ChatGPT's responses. Data scientists are
    still undecided whether t=
    asks in the field are suitable for ChatGPT or
    not.=20

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

    MISCELLANEOUS

    OPENAI REVENUE (6 MINUTE READ) [12]=20

    Sam Altma=
    n projected $3.4 billion in annual recurring revenue for
    OpenAI in June. =
    This report takes a look at publicly available data to
    calculate whether =
    this projection is accurate. Most of OpenAI's
    revenue comes from ChatGPT =
    Plus subscribers, with around 21% coming
    from ChatGPT Enterprise and 15% =
    from the API. The full report is
    available in the article.=20

    HERE'S =
    HOW MUCH VALVE PAYS ITS STAFF =E2=80=94 AND HOW FEW PEOPLE IT
    EMPLOYS (4 =
    MINUTE READ) [13]=20

    Valve employed just 336 staff in 2021. Its small n=
    umber of staff
    across the board seems to explain why the company's produc=
    t list is so
    limited despite its immense business. Its profitability per =
    employee
    is higher than that of Google, Amazon, or Microsoft. A table
    c=
    ontaining employee pay data from Valve sorted by year and category is
    ava=
    ilable in the article.=20

    =E2=9A=A1=20

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    AT&T SAYS HACKER STOLE CELL, TEXT DATA =
    ON NEARLY ALL ITS WIRELESS
    CUSTOMERS (4 MINUTE READ) [15]=20

    The reco=
    rds included details about how different phone numbers
    interacted with ea=
    ch other but no contents of the calls or messages.=20

    THE SIX DUMBEST I=
    DEAS IN COMPUTER SECURITY (25 MINUTE READ) [16]=20

    These ideas are usua=
    lly misguided attempts to do the impossible by
    well-meaning people or com=
    panies who just don't fully understand the
    situation.=20

    ELON MUSK'S =
    X TO SUBLEASE S.F. HEADQUARTERS, TECH COMPANY'S FUTURE IN
    CITY UNCLEAR (6=
    MINUTE READ) [17]=20

    The Mid-Market area has been struggling with risi=
    ng vacancies,
    quality-of-life issues, and dropping real estate values sin=
    ce the
    pandemic.=20

    DEAR AWS, PLEASE LET ME BE A CLOUD ENGINEER AGAIN=
    (5 MINUTE READ)
    [18]=20

    AWS' obsession with Generative AI is causing=
    it to neglect everything
    that made it the leading cloud provider in almo=
    st every metric.=20

    USE A WORK JOURNAL TO RECOVER FOCUS FASTER AND CLAR=
    IFY YOUR THOUGHTS
    (7 MINUTE READ) [19]=20

    Using a work journal can he=
    lp maintain focus while switching contexts
    all day long.=20

    X IS BUIL=
    DING A =E2=80=98DISLIKE' BUTTON FOR DOWNVOTING REPLIES (3 MINUTE
    READ) [2=
    0]=20

    X is only considering allowing downvotes on replies to help showc=
    ase
    better replies while moving less-liked replies further down the
    thr=
    ead.=20

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    ents or feedback, just respond to this email!=20

    Thanks for reading,=20
    =
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    <div style=3D"display:none; font-size:0px; line-height:0px; max-height:0px;=
    max-width:0px; opacity:0; overflow:hidden; visibility:hidden; mso-hide:all= ;">A SpaceX rocket has failed for the first time in nearly a decade. The up= per stage engine of the Falcon 9 rocket malfunctioned just minutes into fli= ght&nbsp;</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"text-= align: center;"><span data-darkreader-inline-color=3D"" style=3D"--darkread= er-inline-color:#3db3ff; color: rgb(51, 175, 255) !important; font-size: 30= px;">T</span><span style=3D"font-size: 30px;"><span data-darkreader-inline-= color=3D"" style=3D"color: rgb(232, 192, 96) !important; --darkreader-inlin= e-color:#e8c163; font-size:30px;">L</span><span data-darkreader-inline-colo= r=3D"" style=3D"color: rgb(101, 195, 173) !important; --darkreader-inline-c= olor:#6ec7b2; font-size:30px;">D</span></span><span data-darkreader-inline-= color=3D"" style=3D"--darkreader-inline-color:#dd6e6e; color: rgb(220, 107,=
    107) !important; font-size: 30px;">R</span>

    </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 id=3D"together-with"><td align=3D"cent= er" height=3D"20" style=3D"vertical-align:middle !important;" valign=3D"mid= dle" width=3D"100%"><strong style=3D"vertical-align:middle !important; heig= ht: 100%;">Together With </strong>
    <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.swarmia.= com%2Fengineering-effectiveness%2F%3Futm_campaign=3DTLDR%26utm_source=3Dema= il%26utm_medium=3Dcpv%26utm_content=3Djuly24/1/01000190b5f72ee6-3e703b80-9c= 87-4054-abea-43ba43471448-000000/fUUuUJR8HELNEBToqyvTj5JqRHMDNr_Zjd4oLjhHM-= k=3D361"><img src=3D"https://images.tldr.tech/swarmia50.png" valign=3D"midd= le" style=3D"vertical-align: middle !important; height: 100%;" alt=3D"Swarm= ia"></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">2024-07-15</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.swarmia.com%2Fengineering-effectiveness%2F%3Futm_ca= mpaign=3DTLDR%26utm_source=3Demail%26utm_medium=3Dcpv%26utm_content=3Djuly2= 4/2/01000190b5f72ee6-3e703b80-9c87-4054-abea-43ba43471448-000000/JDxmgOCFDz= ZRzMAmP4MT8YrZ4bLHOd0r0X5YPKBLkq0=3D361">
    <span>
    <strong>Does your engineering organ= ization run on vibes? (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    In 2024, the name of the game is effect= iveness. But if you're not measuring the right things - or not measuring at=
    all - you're not going to get better.<p></p><p><a href=3D"https://tracking= .tldrnewsletter.com/CL0/https:%2F%2Fwww.swarmia.com%2Fengineering-effective= ness%2F%3Futm_campaign=3DTLDR%26utm_source=3Demail%26utm_medium=3Dcpv%26utm= _content=3Djuly24/3/01000190b5f72ee6-3e703b80-9c87-4054-abea-43ba43471448-0= 00000/Mp67urmTVH-Ks-TGiNv9prT29_3ceB8C3LnN1gL7iHU=3D361" rel=3D"noopener no= referrer nofollow" target=3D"_blank"><span>Swarmia</span></a> gives you the=
    visibility you need to build the right things, faster:</p>

    <p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.swarm= ia.com%2Fengineering-effectiveness%2F%3Futm_campaign=3DTLDR%26utm_source=3D= email%26utm_medium=3Dcpv%26utm_content=3Djuly24/4/01000190b5f72ee6-3e703b80= -9c87-4054-abea-43ba43471448-000000/_bnHgkCn9OxQj5fhWgB-v7eoMxvaQ-0gLQrQofm= gfD4=3D361" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>&g= t;&gt;Less guesswork, more data</span></a>. Understand where precious engin= eering time goes and catch delivery risks early.</p>

    <p>&gt;&gt;Measure <a href=3D"https://tracking.tldrnewsletter.com/CL0/https= :%2F%2Fwww.swarmia.com%2Fengineering-effectiveness%2F%3Futm_campaign=3DTLDR= %26utm_source=3Demail%26utm_medium=3Dcpv%26utm_content=3Djuly24/5/01000190b= 5f72ee6-3e703b80-9c87-4054-abea-43ba43471448-000000/A0c0lMbxURaU7HIMdRH0AeE= k_20xd2U9kuSe1xyhH4Y=3D361" rel=3D"noopener noreferrer nofollow" target=3D"= _blank"><span>healthy productivity metrics</span></a>, fix common anti-patt= erns, and systematically improve the way you work.</p>

    <p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.swarm= ia.com%2Fengineering-effectiveness%2F%3Futm_campaign=3DTLDR%26utm_source=3D= email%26utm_medium=3Dcpv%26utm_content=3Djuly24/6/01000190b5f72ee6-3e703b80= -9c87-4054-abea-43ba43471448-000000/uirfINl57tiahdhGEdgOZ0pYiAaYpaOqiD3xfuD= ePHo=3D361" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>&g= t;&gt;Improve developer experience</span></a> with team-wide working agreem= ents, automated feedback loops, and developer surveys.</p>

    <p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.swarm= ia.com%2Fengineering-effectiveness%2F%3Futm_campaign=3DTLDR%26utm_source=3D= email%26utm_medium=3Dcpv%26utm_content=3Djuly24/7/01000190b5f72ee6-3e703b80= -9c87-4054-abea-43ba43471448-000000/WsqBUEJU_a0Z3FzK3wV7kcJycMttuCMaGthNVnD= f0cg=3D361" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Pu=
    t your team on the path to continuous improvement with Swarmia</span></a>



    </span></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 style=3D"padding: 0px;">

    <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 &amp; 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%2Fwww.cnbc.com%2F2024%2F07%2F14%2Fgoogle-wiz-cybersecurit= y-deal-largest-ever.html%3Futm_source=3Dtldrnewsletter/1/01000190b5f72ee6-3= e703b80-9c87-4054-abea-43ba43471448-000000/T8Mx1BkZrAmc9438CzQ8GUZqhXwJf2nh= xPcNaYqoJzE=3D361">
    <span>
    <strong>Google reportedly in advanc=
    ed talks to acquire cyber startup Wiz for $23 billion, its largest-ever dea=
    l (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Google may be acquiring cybersecurity f= irm Wiz for $23 billion. Wiz, founded in 2020, had been eyeing an IPO as re= cently as May, when it achieved a valuation of $12 billion. Its security of= fering gives companies insight into their full cloud presence. If completed=
    , the deal will be Google's largest acquisition yet.
    </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.npr.org%2F2024%2F07%2F13%2Fnx-s1-5038517%2Fspacex-r= ocket-accident-starlink-satellites-orbit%3Futm_source=3Dtldrnewsletter/1/01= 000190b5f72ee6-3e703b80-9c87-4054-abea-43ba43471448-000000/20_IGfCXMcxAYBby= g43iwhW6a-aTL_QPGRXrXRdyC6A=3D361">
    <span>
    <strong>SpaceX rocket accident leav=
    es the company's Starlink satellites in the wrong orbit (2 minute read)</st= rong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    A SpaceX rocket has failed for the firs=
    t time in nearly a decade. The upper stage engine of the Falcon 9 rocket ma= lfunctioned several minutes into flight. It left 20 Starlink satellites in =
    an orbit less than half of what was intended. The company is attempting to = boost some of the satellites to a higher orbit using onboard ion thrusters,=
    but it is unlikely to be successful. The satellites will likely return to = the atmosphere and burn up. The Federal Aviation Administration says the pr= oblem must be fixed before SpaceX can fly its Falcon rockets again.
    </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= =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 &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%2Fwww.nature.com%2Farticles%2Fd41586-024-02214-x%3Futm_so= urce=3Dtldrnewsletter/1/01000190b5f72ee6-3e703b80-9c87-4054-abea-43ba434714= 48-000000/QuGJMKoFXa1VmcCcunhPYP9T7nihxj_k-EmFsrqCzQs=3D361">
    <span>
    <strong>Ex-Meta scientists debut gi= gantic AI protein design model (7 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    EvolutionaryScale, a company launched b=
    y ex-Meta scientists, applies cutting-edge machine learning models trained =
    on language and images to biological data. It has developed a model that sp= eaks the language of proteins called ESM3. ESM3 can be used to create prote= ins to specifications provided by users. It has been used to create new flu= orescent molecules. A small version of the model that was trained without d= ata from specific viruses, pathogens, and toxins has been open sourced.
    </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.sciencealert.com%2Fthis-is-the-fastest-object-ever-= made-by-humans-and-its-not-slowing-down%3Futm_source=3Dtldrnewsletter/1/010= 00190b5f72ee6-3e703b80-9c87-4054-abea-43ba43471448-000000/FsMaWhvyUMjez8_8h= 2RdNZ4_g0i4buW2i9PARCisIrs=3D361">
    <span>
    <strong>This Is The Fastest Object = Ever Made by Humans, And It's Not Slowing Down (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    NASA's Parker Solar Probe was recorded = traveling at 635,266 kilometers per hour on June 29. It is expected to reac=
    h a top speed of around 692,000 kph when it makes its closest approach to t=
    he Sun in 2025. The probe uses Venus' gravity to create a sort of gravity-p= owered slingshot to reach its incredible speeds. It will eventually get wit= hin 6.12 million kilometers of the layer of ionized gas considered to be th=
    e Sun's surface.
    </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= =92=BB</span></div></div>
    </td></tr></tbody></table>

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

    <h1><strong>Programming, Design &amp; 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%2Fgo.snyk.io%2F240725_ai-live-hack.html%3Futm_campaign=3D= dm_pp-tldr-240715-wbn_240725_ai-live-hack%26utm_medium=3Dem-pa%26utm_source= =3Dtldr%26utm_content=3Dwbn_240725_ai-live-hack/1/01000190b5f72ee6-3e703b80= -9c87-4054-abea-43ba43471448-000000/CbbWc3gJ5C6JAGppvQ2Qgj4eBoR5zUhB35XleDq= qriU=3D361">
    <span>
    <strong>@[Live Hack Session] Exploi= ting AI Generated Code. Learn and Earn CPE Credits =F0=9F=8E=93&nbsp;(Spons= or)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Join <a href=3D"https://tracking.tldrne= wsletter.com/CL0/https:%2F%2Fgo.snyk.io%2F240725_ai-live-hack.html%3Futm_ca= mpaign=3Ddm_pp-tldr-240715-wbn_240725_ai-live-hack%26utm_medium=3Dem-pa%26u= tm_source=3Dtldr%26utm_content=3Dwbn_240725_ai-live-hack/2/01000190b5f72ee6= -3e703b80-9c87-4054-abea-43ba43471448-000000/UcRnrELNQBCwTmKVqsj4wX01Ux-piL= 8bGRJ9lR5T4L0=3D361" rel=3D"noopener noreferrer nofollow" target=3D"_blank"= ><span>Snyk's Live Hack Workshop</span></a> to learn how to proactively ide= ntify security weaknesses in your AI generated code. Get live support in th=
    e hands-on lab as you build a demo app with AI-assisted coding tools, then = exploit and remediate vulnerabilities.

    <p></p>

    <p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgo.snyk.i= o%2F240725_ai-live-hack.html%3Futm_campaign=3Ddm_pp-tldr-240715-wbn_240725_= ai-live-hack%26utm_medium=3Dem-pa%26utm_source=3Dtldr%26utm_content=3Dwbn_2= 40725_ai-live-hack/3/01000190b5f72ee6-3e703b80-9c87-4054-abea-43ba43471448-= 000000/7GyW_9zqO9DiH4yv48APrntFH2f1j-UhHHSj5-U4P8A=3D361" rel=3D"noopener n= oreferrer nofollow" target=3D"_blank"><span>Join the hack session on July 2=
    5 =F0=9F=A4=96 =F0=9F=9B=A0=EF=B8=8F</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%2Fweb.dev%2Fblog%2Fat-property-baseline%3Futm_source=3Dtl= drnewsletter/1/01000190b5f72ee6-3e703b80-9c87-4054-abea-43ba43471448-000000= /P7uBYix4V2kAlemYoSyVrDfSGBkmRZEV1yWXDy50qbg=3D361">
    <span>
    <strong>property: Next-gen CSS vari= ables now with universal browser support (4 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    @property extends the CSS language by p= roviding meaning and context to CSV variables. It can be used to define a t= ype for custom properties, preventing unexpected results and supporting new=
    possibilities like animating gradients. The enhanced type safety opens up = new opportunities for testing and validation directly within CSS.
    </span>
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    </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%2Faustinhenley.com%2Fblog%2Fchatgptdatascience.html%3Futm= _source=3Dtldrnewsletter/1/01000190b5f72ee6-3e703b80-9c87-4054-abea-43ba434= 71448-000000/a4hBBAqYB007ndxAPruurtEHDQg5scqsLaD_F1vfBBA=3D361">
    <span>
    <strong>Can ChatGPT do data science=
    ? (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The challenges of using ChatGPT are wor=
    se for data science tasks. Data scientists often work with very large data = sets that have quality issues on tasks that may require domain expertise. U= sing ChatGPT will mean that data scientists also have to understand the con= text, data, code, and assumptions in ChatGPT's responses. Data scientists a=
    re still undecided whether tasks in the field are suitable for ChatGPT or n= ot.
    </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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