• Netflix revamps culture 📺, EU charges Apple 📱, custom automations 👨‍💻

    From TLDR@dan@tldrnewsletter.com to tldr@synchro.net on Tuesday, June 25, 2024 10:36:21
    --XL9VJbU0
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    While Netflix doesn't release a lot of its numbers to the outside
    world, =
    the streaming giant has long been aggressively transparent
    internally=
    =C2=A0=20

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

    =09=09TLDR =


    =09=09TOGETHER WITH [WorkOS] [4]

    TLDR 2024-06-25

    ADD JUST =
    A FEW LINES OF CODE TO GET THOSE ENTERPRISE DEALS ROLLING.
    YOUR FIRST MIL=
    LION USERS ARE FREE (SPONSOR) [4]=20

    Need to get ENTERPRISE READY fast?=


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    BIG TECH & STA=
    RTUPS

    RESPONSIBILITY OVER FREEDOM: HOW NETFLIX'S CULTURE HAS CHANGED =
    (8
    MINUTE READ) [5]=20

    While Netflix doesn't release a lot of its num=
    bers to the outside
    world, the streaming giant has long been aggressively=
    transparent
    internally. Netflix trusts its employees to act in the best =
    interest
    of the company. Employees are encouraged to speak about what's g=
    oing
    well and what's not on a regular basis. Netflix has a culture of
    t=
    rying to systematically think about what generates long-term
    excellence. =
    Many more details about Netflix's internal culture are
    available in the a=
    rticle.=20

    APPLE IS FIRST COMPANY CHARGED WITH VIOLATING EU'S DMA RULES=
    (2
    MINUTE READ) [6]=20

    The European Commission has opened an investi=
    gation into Apple's
    support for alternative iOS marketplaces in Europe. T=
    he investigation
    is focused on Apple's Core Technology Fee, the multistep=
    process
    required for users to install third-party marketplaces, and Appl=
    e's
    eligibility requirements for developers. Regulators say that Apple's=

    App Store 'steering' policies violate the EU's Digital Markets Act
    (DM=
    A). Apple is the first company to be charged under the DMA rules -
    it can=
    respond to the European Conformation's preliminary assessment
    ahead of i=
    ts final ruling before March 2025. Apple could be fined up
    to 10% of its =
    annual global revenue for infringement.=20

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

    SCIENCE & =
    FUTURISTIC TECHNOLOGY

    WORLD FIRST EPILEPSY DEVICE FITTED IN UK BOY'S =
    SKULL (5 MINUTE READ)
    [7]=20

    A boy in the UK received a neurostimulat=
    or device in his skull to
    control seizures. The device has reduced his da=
    ytime seizures by 80%.
    The patient has a treatment-resistant form of epil=
    epsy that sometimes
    causes him to suffer hundreds of seizures every day. =
    He suffers a
    range of seizures, some of which require emergency medicatio=
    n to
    resuscitate him. The device, which can be recharged wirelessly, emit=
    s
    a constant pulse of current that aims to block or disrupt abnormal
    si=
    gnals. While the device is not a cure, it has improved the patient's
    life=
    significantly.=20

    SINGAPORE DOUBLES DOWN ON LAB-GROWN MEAT AS SILICON =
    VALLEY BACKS OFF
    (5 MINUTE READ) [8]=20

    Singapore is the only country=
    where cultivated meat can be purchased
    in shops. The country aims to pro=
    duce 30% of its nutritional needs
    locally by 2030. Its approval of cultiv=
    ated meat has attracted
    companies from all over the world to develop alte=
    rnative proteins. Its
    regulatory structure makes it the perfect spot for =
    companies to
    further the technology and help drive down costs.=20

    =
    =F0=9F=92=BB=20

    PROGRAMMING, DESIGN & DATA SCIENCE

    IS BAD DATA HOL=
    DING YOU BACK? EMBRACE THE POWER OF GOOD DATA WITH
    TWILIO SEGMENT (SPONSO=
    R) [9]=20

    Great customer experiences require better data. With customer=

    profiles that update real-time and best in class privacy features,
    Seg=
    ment allows you to make good data available to every team [9].

    Twilio =
    Segment helps 25,000 companies power their most important
    objectives with=
    data they can trust to make real-time decisions,
    accelerate growth, and =
    deliver world-class customer experiences. Get
    started here. [9]

    OPT=
    IMIZING AI INFERENCE AT CHARACTER.AI (4 MINUTE READ) [10]=20

    Making a f=
    uture where large language models enhance daily life,
    provide business pr=
    oductivity and entertainment, and help people with
    everything requires hi=
    ghly efficient inference. Character.AI designs
    its model architecture, in=
    ference stack, and product from the ground
    up to enable unique opportunit=
    ies to optimize inference to be more
    efficient, cost-effective, and scala=
    ble. The company serves more than
    20,000 inference queries per second. It=
    is able to sustainably serve
    models at this scale because it has develop=
    ed a number of key
    innovations across its serving stack. This blog post s=
    hares some of
    the techniques and optimizations Character.AI has developed=
    .=20

    WHAT ARE SOME CUSTOM TOOLS YOU'VE BUILT/SEEN INTERNALLY THAT HAS=

    HELPED YOUR TEAM SUCCEED IN AUTOMATION? (4 MINUTE READ) [11]=20

    This=
    page contains several anecdotes from developers on custom tools
    they eit=
    her built or witnessed internally that helped teams succeed in
    automation=
    . The examples include a test execution tool that performed
    230 tests in =
    3 hours, a script that writes hundreds of tests for a
    single service then=
    extracts all the variables and displays their data
    types and formats, a =
    visual regression tool, and a notification
    system. Links to communities w=
    here people discuss software testing and
    automation are available.=20

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

    MISCELLANEOUS

    THE FUTURE OF STREAMING (28 MINUTE R=
    EAD) [12]=20

    Stocks of legacy media companies are at a fraction of thei=
    r former
    highs, while shares of their disruptors are close to record high=
    s.
    Netflix commands the leading territory right now and is essentially in=

    a position of dictating policy. Streaming services need at least 200
    m=
    illion subscribers, possibly more, before becoming competitive and
    profit=
    able. The cost of attracting and keeping those millions of
    customers isn'=
    t cheap - Netflix will spend about $17 billion this year
    on programming. =
    Almost no other competitor will be able to match that
    spending level, exc=
    ept maybe Amazon.=20

    ANTHROPIC CEO DARIO AMODEI ON BEING AN UNDERDOG, A=
    I SAFETY, AND
    ECONOMIC INEQUALITY (13 MINUTE READ) [13]=20

    Anthropic =
    is a startup devoted to studying cutting-edge AI systems
    and developing n=
    ew safety methods. It is a leading competitor to
    OpenAI with powerful too=
    ls for use by both the public and businesses.
    Anthropic recently released=
    the latest version of its Claude chatbot.
    Claude 3.5 Sonnet sets new ind=
    ustry standards on reasoning, coding,
    and some types of math. This articl=
    e contains an interview with
    Anthropic's CEO Dario Amodei where he discus=
    ses the company's status
    as an underdog, yet-unreleased AI capabilities, =
    Anthropic's culture,
    AI safety, open-sourced models, Big Tech vs startups=
    in AI, funding,
    and more.=20

    =E2=9A=A1=20

    QUICK LINKS

    HOW MY=
    WEEKEND PROJECT TURNED INTO A 3 YEARS JOURNEY (7 MINUTE READ)
    [14]=20
    =

    A simple note-taking tool grew into a full-fledged project way beyond=

    what this developer could have imagined.=20

    NEW JAVASCRIPT SET METHO=
    DS (6 MINUTE READ) [15]=20

    This article discusses Set in JavaScript and=
    covers the new
    JavaScript Set methods that are now available in most maj=
    or browser
    engines.=20

    APPLE WANTS TO REPLACE 50% OF IPHONE FINAL ASS=
    EMBLY LINE WORKERS WITH
    AUTOMATION (2 MINUTE READ) [16]=20

    The decisi=
    on was reportedly made after the violent clashes between
    iPhone workers a=
    nd police outside of Foxconn's primary assembly plant
    in November 2022. =


    LOCAL, FIRST, FOREVER (6 MINUTE READ) [17]=20

    Local first softwa=
    re prefers to keep data local but still uses an
    internet connection occas=
    ionally to do other functions like sync with
    other users, fetch data, and=
    back up.=20

    HOW'S YOUR EXPERIENCE SO FAR USING LLMS FOR CODING (LOBSTE=
    RS THREAD)
    [18]=20

    Developers' experience with using large language m=
    odels for coding
    tasks has been mixed - some tools are better than others=
    , but they all
    have their issues.=20

    WHY NOTHING CAN GROW ON MARS (20=
    MINUTE READ) [19]=20

    There are many barriers, legal and physical, that=
    may prevent the
    terraforming of Mars.=20

    Congrats to Kevin Nielsen [2=
    0] for referring 5 friends to TLDR. Thanks
    for helping us spread the word=
    ! =F0=9F=99=8F

    Love TLDR? Tell your friends and get rewards!

    Sha=
    re your referral link below with friends to get free TLDR swag!=20

    http=
    s://refer.tldr.tech/1fd848fa/ [21]=20

    =09=09 Track your referrals here. =
    [22]=20

    Want to advertise in TLDR? =F0=9F=93=B0

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    nd engineers, you may want to ADVERTISE
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    If you have =
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    Thanks for read=
    ing,=20
    Dan Ni & Stephen Flanders=20

    If you don't want to receive future=
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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= ;">While Netflix doesn&#039;t release a lot of its numbers to the outside w= orld, the streaming giant has long been aggressively transparent internally= &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%2Fworkos.com%2= F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dq22024/1/0= 10001904ef7cf64-5ea39b18-90a8-43b3-a5c2-ad6871398b51-000000/lEDUPY3pu9xEjKQ= A1ZFE7xMDSOWJFoeVUlD6rVlz6b0=3D358"><img src=3D"https://images.tldr.tech/wo= rkos50.png" valign=3D"middle" style=3D"vertical-align: middle !important; h= eight: 100%;" alt=3D"WorkOS"></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">2024-06-25</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%2Fworkos.com%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsle= tter%26utm_campaign=3Dq22024/2/010001904ef7cf64-5ea39b18-90a8-43b3-a5c2-ad6= 871398b51-000000/k3L7Q2AQ9okjuSSpn97qgzkVIuzl1h7beFyYBhQcESY=3D358">
    <span>
    <strong>Add just a few lines of cod=
    e to get those enterprise deals rolling. Your first million users are free = (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Need to get <strong>Enterprise Ready</s= trong> fast?<p></p><p>=E2=9E=A1=EF=B8=8F WorkOS provides a complete User Ma= nagement solution along with <a href=3D"https://tracking.tldrnewsletter.com= /CL0/https:%2F%2Fworkos.com%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewslette= r%26utm_campaign=3Dq22024/3/010001904ef7cf64-5ea39b18-90a8-43b3-a5c2-ad6871= 398b51-000000/7b-OgKKv85N7boW4Fn-SKdCbshlL6sr4NJWxTOLhA24=3D358" rel=3D"noo= pener noreferrer nofollow" target=3D"_blank"><span>SSO, SCIM, and RBAC</spa= n></a>.</p>

    <p>=E2=9E=A1=EF=B8=8F Modular and easy-to-use APIs. <a href=3D"https://trac= king.tldrnewsletter.com/CL0/https:%2F%2Fworkos.com%2F%3Futm_source=3Dtldr%2= 6utm_medium=3Dnewsletter%26utm_campaign=3Dq22024/4/010001904ef7cf64-5ea39b1= 8-90a8-43b3-a5c2-ad6871398b51-000000/4hZLawQtANaceGgrbVZtt_2YFCcS-dZCYqStJP= qMU5Q=3D358" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>D= eploy integrations in minutes</span></a> instead of months.</p>

    <p>=E2=9E=A1=EF=B8=8F Design and user experience are everything. From <a hr= ef=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fworkos.com%2F%3Fu= tm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dq22024/5/010001= 904ef7cf64-5ea39b18-90a8-43b3-a5c2-ad6871398b51-000000/AYF_npNxd08amtGxjGLV= wK1J52ZydvGh2lVK2EzUiPM=3D358" rel=3D"noopener noreferrer nofollow" target= =3D"_blank"><span>high-quality documentation to self-serve onboarding</span= ></a> for your customers, WorkOS removes all the unnecessary complexity for=
    your engineers.</p>

    <p>=E2=9E=A1=EF=B8=8F User Management is <a href=3D"https://tracking.tldrne= wsletter.com/CL0/https:%2F%2Fworkos.com%2F%3Futm_source=3Dtldr%26utm_medium= =3Dnewsletter%26utm_campaign=3Dq22024/6/010001904ef7cf64-5ea39b18-90a8-43b3= -a5c2-ad6871398b51-000000/40LtXFZcL3MIVTq7gT0JiTOQKBkbzVAR51MjRIX2WJ4=3D358=
    " rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>FREE for up =
    to 1 million MAUs</span></a>.</p>

    <p>The world's fastest-growing companies (Vercel, Perplexity, Webflow) are = already on board. Stop fumbling with legacy solutions and <a href=3D"https:= //tracking.tldrnewsletter.com/CL0/https:%2F%2Fworkos.com%2F%3Futm_source=3D= tldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dq22024/7/010001904ef7cf64-5= ea39b18-90a8-43b3-a5c2-ad6871398b51-000000/gx2CyQdEr4Nthddh88USwQrG4yIVfNB5= Nodx_blw4Oo=3D358" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><= span>start deploying enterprise plans with WorkOS</span></a>.



    </span></span></div>
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    <tr bgcolor=3D""><td class=3D"container">

    <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.nytimes.com%2F2024%2F06%2F24%2Fbusiness%2Fmedia%2Fn= etflix-corporate-culture.html%3Funlocked_article_code=3D1.2U0.upEj.EIos50po= zWp5%26smid=3Durl-share%26utm_source=3Dtldrnewsletter/1/010001904ef7cf64-5e= a39b18-90a8-43b3-a5c2-ad6871398b51-000000/tJCYPtHidApxTWnlfeWrV2_xroeDIsz0S= SM28qJzOYg=3D358">
    <span>
    <strong>Responsibility Over Freedom=
    : How Netflix's Culture Has Changed (8 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    While Netflix doesn't release a lot of = its numbers to the outside world, the streaming giant has long been aggress= ively transparent internally. Netflix trusts its employees to act in the be=
    st interest of the company. Employees are encouraged to speak about what's = going well and what's not on a regular basis. Netflix has a culture of tryi=
    ng to systematically think about what generates long-term excellence. Many = more details about Netflix's internal culture are available in the article.
    </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.theverge.com%2F2024%2F6%2F24%2F24184629%2Fapple-dma= -steering-infringement-ruling%3Futm_source=3Dtldrnewsletter/1/010001904ef7c= f64-5ea39b18-90a8-43b3-a5c2-ad6871398b51-000000/pbwbaG0T_1WOj9Q7VQpTHcoql6f= vY3HFc7J9Qelw1BA=3D358">
    <span>
    <strong>Apple is first company char= ged with violating EU's DMA rules (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The European Commission has opened an i= nvestigation into Apple's support for alternative iOS marketplaces in Europ=
    e. The investigation is focused on Apple's Core Technology Fee, the multist=
    ep process required for users to install third-party marketplaces, and Appl= e's eligibility requirements for developers. Regulators say that Apple's Ap=
    p Store 'steering' policies violate the EU's Digital Markets Act (DMA). App=
    le is the first company to be charged under the DMA rules - it can respond =
    to the European Conformation's preliminary assessment ahead of its final ru= ling before March 2025. Apple could be fined up to 10% of its annual global=
    revenue for infringement.
    </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.bbc.com%2Fnews%2Farticles%2Fcg33kgd81mvo%3Futm_sour= ce=3Dtldrnewsletter/1/010001904ef7cf64-5ea39b18-90a8-43b3-a5c2-ad6871398b51= -000000/7T1tLJFMpfUUcM0XgR-Hb8pKNOTUM4jVw2RDVZJlkfQ=3D358">
    <span>
    <strong>World first epilepsy device=
    fitted in UK boy's skull (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    A boy in the UK received a neurostimula= tor device in his skull to control seizures. The device has reduced his day= time seizures by 80%. The patient has a treatment-resistant form of epileps=
    y that sometimes causes him to suffer hundreds of seizures every day. He su= ffers a range of seizures, some of which require emergency medication to re= suscitate him. The device, which can be recharged wirelessly, emits a const= ant pulse of current that aims to block or disrupt abnormal signals. While = the device is not a cure, it has improved the patient's life significantly.
    </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%2Frestofworld.org%2F2024%2Flab-grown-meat-singapore%2F%3F= utm_source=3Dtldrnewsletter/1/010001904ef7cf64-5ea39b18-90a8-43b3-a5c2-ad68= 71398b51-000000/K7NW30-_l1WribaUpIBj5wWtgM0q8dsGRdbz8_xqLhs=3D358">
    <span>
    <strong>Singapore doubles down on l= ab-grown meat as Silicon Valley backs off (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Singapore is the only country where cul= tivated meat can be purchased in shops. The country aims to produce 30% of = its nutritional needs locally by 2030. Its approval of cultivated meat has = attracted companies from all over the world to develop alternative proteins=
    . Its regulatory structure makes it the perfect spot for companies to furth=
    er the technology and help drive down costs.
    </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 &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%2Fsegment.com%2Fgooddata%2F%3Futm_campaign=3Dtldr_all_dg-= demo_display_generic_gooddata_engineering%26utm_medium=3Ddisplay%26utm_sour= ce=3Dtld/1/010001904ef7cf64-5ea39b18-90a8-43b3-a5c2-ad6871398b51-000000/aDd= R-Ab-nuPg4cHXfB8jJGA03pe8-kXqi0fbPcBDMos=3D358">
    <span>
    <strong>Is bad data holding you bac=
    k? Embrace the power of good data with Twilio Segment (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Great customer experiences require bett=
    er data. With customer profiles that update real-time and best in class pri= vacy features, <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F= %2Fsegment.com%2Fgooddata%2F%3Futm_campaign=3Dtldr_all_dg-demo_display_gene= ric_gooddata_engineering%26utm_medium=3Ddisplay%26utm_source=3Dtld/2/010001= 904ef7cf64-5ea39b18-90a8-43b3-a5c2-ad6871398b51-000000/851_Cc_-miEQDmlRCJf4= 61Q9tv9hMqUPpnDhu9pZetE=3D358" rel=3D"noopener noreferrer nofollow" target= =3D"_blank"><span>Segment allows you to make good data available to every t= eam</span></a>.

    <p></p>

    <p>Twilio Segment helps 25,000 companies power their most important objecti= ves with data they can trust to make real-time decisions, accelerate growth=
    , and deliver world-class customer experiences. <a href=3D"https://tracking= .tldrnewsletter.com/CL0/https:%2F%2Fsegment.com%2Fgooddata%2F%3Futm_campaig= n=3Dtldr_all_dg-demo_display_generic_gooddata_engineering%26utm_medium=3Ddi= splay%26utm_source=3Dtld/3/010001904ef7cf64-5ea39b18-90a8-43b3-a5c2-ad68713= 98b51-000000/h8DO1OOSmyO3XOw4dHT6htICSEMGvQIxMuLTkAF7FZM=3D358" rel=3D"noop= ener noreferrer nofollow" target=3D"_blank"><span>Get started here.</span><=




    </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%2Fresearch.character.ai%2Foptimizing-inference%2F%3Futm_s= ource=3Dtldrnewsletter/1/010001904ef7cf64-5ea39b18-90a8-43b3-a5c2-ad6871398= b51-000000/eln7DHRUec6eQ5OiAE-HbArCn4f1azobDctkcOQVPgs=3D358">
    <span>
    <strong>Optimizing AI Inference at = Character.AI (4 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Making a future where large language mo= dels enhance daily life, provide business productivity and entertainment, a=
    nd help people with everything requires highly efficient inference. Charact= er.AI designs its model architecture, inference stack, and product from the=
    ground up to enable unique opportunities to optimize inference to be more = efficient, cost-effective, and scalable. The company serves more than 20,00=
    0 inference queries per second. It is able to sustainably serve models at t= his scale because it has developed a number of key innovations across its s= erving stack. This blog post shares some of the techniques and optimization=
    s Character.AI has developed.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

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

    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FVx8k19/1/010001904ef7cf64-5e= a39b18-90a8-43b3-a5c2-ad6871398b51-000000/yvqRV9eAt9SwfG1Xh3xqcmzZxFztnfH0_= tcJ7kUFrLQ=3D358">
    <span>
    <strong>What are some custom tools = you've built/seen internally that has helped your team succeed in automatio=
    n? (4 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    This page contains several anecdotes fr=
    om developers on custom tools they either built or witnessed internally tha=
    t helped teams succeed in automation. The examples include a test execution=
    tool that performed 230 tests in 3 hours, a script that writes hundreds of=
    tests for a single service then extracts all the variables and displays th= eir data types and formats, a visual regression tool, and a notification sy= stem. Links to communities where people discuss software testing and automa= tion are available.
    </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=

    <div class=3D"text-block">
    <span>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Stocks of legacy media companies are at=
    a fraction of their former highs, while shares of their disruptors are clo=
    se to record highs. Netflix commands the leading territory right now and is=
    essentially in a position of dictating policy. Streaming services need at = least 200 million subscribers, possibly more, before becoming competitive a=
    nd profitable. The cost of attracting and keeping those millions of custome=
    rs isn't cheap - Netflix will spend about $17 billion this year on programm= ing. Almost no other competitor will be able to match that spending level, = except maybe Amazon.
    </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 style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Anthropic is a startup devoted to study= ing cutting-edge AI systems and developing new safety methods. It is a lead= ing competitor to OpenAI with powerful tools for use by both the public and=
    businesses. Anthropic recently released the latest version of its Claude c= hatbot. Claude 3.5 Sonnet sets new industry standards on reasoning, coding,=
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    <div class=3D"text-block">
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
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    <strong>New JavaScript Set methods =
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
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    of iPhone final assembly line workers with automation (2 minute read)</stro=

    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
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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 style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Local first software prefers to keep da=
    ta local but still uses an internet connection occasionally to do other fun= ctions like sync with other users, fetch data, and back up.
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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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