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  • Tesla Robotaxi launch 🚕, Apple eyes Perplexity 💰, tech's tiny team era 📈

    From TLDR@VERT to All on Mon Jun 23 10:45:10 2025
    --eTdd28Ch
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    Tesla began limited operations of its self-driving taxi service
    yesterday=
    in Austin, Texas. The service is only available to 'Early
    Access'
    ride=
    rs=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


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    =
    =09=09TLDR=20

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

    TLDR 2025-06-23
    =

    WHAT IS FREE TRIAL ABUSE, AND HOW CAN YOU STOP IT? (SPONSOR) [4]=20

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    =F0=9F=93=B1=20

    BIG TECH & STARTUPS

    TESLA BEGINS LIMITED ROBOTAXI =
    SERVICE IN AUSTIN (7 MINUTE READ) [8]=20

    Tesla began limited operations=
    of its self-driving taxi service
    yesterday in Austin, Texas. The service=
    is only available to 'Early
    Access' riders and the vehicles are confined=
    to certain streets. Tesla
    employees will be riding in the front passenge=
    r seats and the vehicles
    may not operate in bad weather. Tesla's stock ma=
    rket valuation rests
    largely on promises that the company will be able to=
    use artificial
    intelligence to allow its vehicles to drive autonomously =
    pretty much
    anywhere there are roads - the Austin project will provide th=
    e first
    indications of whether Tesla's technology can match its ambitions=
    .=20

    META, ESSILORLUXOTTICA UNVEIL OAKLEY SMART GLASSES (3 MINUTE READ)=

    [9]=20

    Meta and EssilorLuxottica revealed the Oakley Meta HSTN on Fr=
    iday.
    The HSTN smart glasses feature Meta's artificial intelligence
    ass=
    istant and have a starting price of $399. They contain Oakley's
    PRIZM Len=
    s technology, which helps athletes see better across changing
    light and w=
    eather conditions. The glasses will come in various
    frame-and-lens color =
    combinations - a limited edition with gold lenses
    and accents will be ava=
    ilable for $499. The limited-edition version
    will be available to preorde=
    r on July 11 and the standard Oakley Meta
    HSTN will go on sale later this=
    summer.=20

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

    SCIENCE & FUTURISTIC TECHNOLOGY

    PSY=
    CHE KEEPS ITS DATE WITH AN ASTEROID, BUT NOW IT'S RUNNING IN
    BACKUP MODE =
    (5 MINUTE READ) [10]=20

    The NASA Psyche spacecraft launched in October =
    2023 and proceeded
    normally until April 1 this year, when it detected a d=
    rop in pressure
    inside the line that feeds xenon fuel to its four thruste=
    rs. The craft
    reacted to the pressure signature by powering off the thrus=
    ters - this
    will have no effect on the mission's scheduled arrival at ast=
    eroid
    Psyche in August 2029. The spacecraft recently switched to its back=
    up
    fuel line and resumed full thruster operations. The next waypoint on=

    Psyche's voyage will be a flyby of Mars in May 2026.=20

    MIT STUDENT =
    PRINTS AI POLYMER MASKS TO RESTORE PAINTINGS IN HOURS (5
    MINUTE READ) [11=
    ]=20

    MIT graduate student Alex Kachkine developed a technique that uses=

    AI-generated polymer films to physically restore damaged paintings in
    =
    hours. It works by printing a transparent 'mask' containing thousands
    of =
    precisely color-matched regions that conservators apply directly to
    an or=
    iginal artwork. These masks can be removed whenever needed, so
    it's a rev=
    ersible process. Using the technique creates a digital
    record of what mas=
    k was used, so future conservators will have an
    extremely clear understan=
    ding of what was done to every artwork.=20

    =F0=9F=92=BB=20

    PROGRAMMIN=
    G, DESIGN & DATA SCIENCE

    HOW TO CREATE CLOUD DIAGRAMS THAT ACTUALLY M=
    EAN SOMETHING =E2=80=94 ADVICE
    FROM AWS SOLUTION ARCHITECTS (SPONSOR) [12=
    ]=20

    The cloud is often too complex to navigate without a map =E2=80=
    =94 and a
    great diagram can be that map. Read this Datadog eBook for a fr=
    amework
    from AWS Solution Architects [12] on how to diagram your cloud
    =
    architecture using best practices + how to plan environments with
    budget =
    in mind. Get the ebook [12]=20

    HOW TO VIBE CODE AS A SENIOR ENGINEER (7=
    MINUTE READ) [13]=20

    Vibe coding is a new way of building software whe=
    re you let the AI
    models do most of the work. Users write prompts, sketch=
    out a plan,
    and let the model take over. This allows users to build feat=
    ures in
    hours, but it requires some experience to wield. This article pro=
    vides
    some tips on how to vibe code for people who know what they're doin=
    g.
    It covers how to write a good prompt, what AI is good and bad at, the=

    required tools for vibe coding, and more.=20

    AI-ASSISTED CODING FOR =
    TEAMS THAT CAN'T GET AWAY WITH VIBES (9 MINUTE
    READ) [14]=20

    Serious =
    engineering teams that want to build thoughtful, well-crafted
    products ne=
    ed to learn to use AI as it can result in building better
    products. Build=
    ing with AI is fast - the velocity gains are important
    as they allow team=
    s to tighten feedback loops with users faster. Using
    AI to write software=
    requires a huge shift that challenges some of the
    ideas previously consi=
    dered common wisdom. This post looks at how
    teams should approach working=
    with AI tools.=20

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

    MISCELLANEOUS

    APPLE EXECUTIV=
    ES HAVE HELD INTERNAL TALKS ABOUT BUYING AI STARTUP
    PERPLEXITY (7 MINUTE =
    READ) [15]=20

    Apple is considering potentially bidding for artificial i=
    ntelligence
    startup Perplexity AI to address the need for more AI talent =
    and
    technology. The internal discussions are at an early stage and may no=
    t
    lead to an offer. Acquiring Perplexity would help Apple develop an
    AI=
    -based search engine, which could help it cope with the potential
    loss of=
    its longstanding arrangement with Google. Meta tried to buy
    Perplexity e=
    arlier this year, but the companies failed to reach an
    agreement.=20

    =
    SILICON VALLEY'S =E2=80=98TINY TEAM' ERA IS HERE (12 MINUTE READ) [16]=20
    =

    Startups trying to reach unicorn status used to aim to hire rapidly,
    =
    but these days, the bragging rights are going to entrepreneurs who can
    ke=
    ep their headcount the lowest. Fast and lean growth has been made
    possibl=
    e by AI assistants, advisers, coders, and marketers. Companies
    with just =
    a handful of employees are now claiming tens or even
    hundreds of millions=
    in annual revenue through botscaling.=20

    =E2=9A=A1=20

    QUICK LINKS
    =

    CRAVING MORE AI IN YOUR INBOX? (SPONSOR) [17]=20

    TLDR AI is your da=
    ily fix of LLMs, GenAI, and deep learning goodness.
    Same TLDR format. Sti=
    ll free.

    Subscribe now. [17]

    TPU DEEP DIVE (25 MINUTE READ) [18]=
    =20

    This post looks at TPU internals from the bottom up.=20

    TRUMP A=
    ND TSMC PITCHED $1 TRILLION AI COMPLEX (3 MINUTE READ) [19]=20

    Project =
    Crystal Land, which involves establishing a high-tech hub
    focused on manu=
    facturing AI-powered industrial robots and advancing
    artificial intellige=
    nce technologies, aims to replicate the scale and
    integration of China's =
    Shenzhen.=20

    BEAUTY IS OBJECTIVE (5 MINUTE READ) [20]=20

    Beauty isn=
    't arbitrary - it emerges from coherence, proportion, and
    pattern.=20

    =
    CAREER ADVICE, OR SOMETHING LIKE IT (3 MINUTE READ) [21]=20

    Avoid nega=
    tive echo chambers - these places aren't just bad for your
    career, they'r=
    e bad for your mental and physical health too.=20

    PHOENIX.NEW =E2=80=
    =93 THE REMOTE AI RUNTIME FOR PHOENIX (7 MINUTE READ)
    [22]=20

    Phoenix=
    .new is a fully online coding agent tailored to Elixir and
    Phoenix - a vi=
    deo demo is available.=20

    MICROSOFT LAYS OUT ITS PATH TO USEFUL QUANTUM=
    COMPUTING (8 MINUTE
    READ) [23]=20

    Microsoft's Azure Quantum group ha=
    s settled on a plan for getting
    error correction on quantum computers - i=
    t will take hardware qubits
    with an error rate of about 1 in 1,000 and us=
    e them to build logical
    qubits where errors are instead 1 in 1 million. =


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    --eTdd28Ch
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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">Tesla bega=
    n limited operations of its self-driving taxi service yesterday in Austin, = Texas. The service is only available to &#039;Early Access&#039; riders&nbs= p;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;=E2=80=8C&nbsp;&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;</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 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= Fblog%2Fwhat-is-free-trial-abuse%3Futm_source=3Dtldr%26utm_medium=3Dnewslet= ter%26utm_campaign=3Dq22025/1/010001979c6454ee-015fdfc3-8608-45bd-8738-9f2e= eeffdc20-000000/0U4xaXTfVwgEhSbzyQccBJPzCAz-znOpmZxX5wKPYNo=3D410"><img src= =3D"https://images.tldr.tech/workos50.png" valign=3D"middle" style=3D"verti= cal-align: middle !important; height: 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">2025-06-23</span></strong></h1>
    </div>
    </td></tr></tbody></table>

    <table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr=
    id=3D"sponsy-copy"><td class=3D"container" style=3D"padding: 15px 15px;">
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    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fworkos.com%2Fblog%2Fwhat-is-free-trial-abuse%3Futm_sour= ce=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dq22025/2/010001979c645= 4ee-015fdfc3-8608-45bd-8738-9f2eeeffdc20-000000/R1yBJ7yKt3xnMAOWqTYx9xtSWlZ= w8D-5d40CsCIx_IE=3D410">
    <span>
    <strong>What Is Free Trial Abuse, a=
    nd How Can You Stop It? (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Free trials are meant to drive adoption=
    , not rack up costs. But for modern SaaS apps, trial abuse is a growing thr= eat: fake signups, disposable emails, and automated account farming drain c= ompute and distort metrics.<p></p><p><a href=3D"https://tracking.tldrnewsle= tter.com/CL0/https:%2F%2Fworkos.com%2Fradar%3Futm_source=3Dtldr%26utm_mediu= m=3Dnewsletter%26utm_campaign=3Dq22025/1/010001979c6454ee-015fdfc3-8608-45b= d-8738-9f2eeeffdc20-000000/34dZqsWuzdBv6wC5aMGH_oOPb5Bl9c78uAC2Tp4Clyg=3D41=
    0" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>WorkOS Rada= r</span></a> helps stop abuse before it spreads. With <a href=3D"https://tr= acking.tldrnewsletter.com/CL0/https:%2F%2Fworkos.com%2Fblog%2Fhow-workos-ra= dars-bot-detection-works%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26ut= m_campaign=3Dq22025/1/010001979c6454ee-015fdfc3-8608-45bd-8738-9f2eeeffdc20= -000000/d9AdqLMk8LEcpQQJtgLHvHvYvIEyyXxwMyge0y6oKaQ=3D410" rel=3D"noopener = noreferrer nofollow" target=3D"_blank"><span>built-in protection</span></a>=
    against bots, brute force attacks, and even impossible travel logins, and = free trial abuse itself, your app gets the real-time defense it needs.</p>

    <p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fworkos.co= m%2Fdocs%2Fuser-management%2Fradar%3Futm_source=3Dtldr%26utm_medium=3Dnewsl= etter%26utm_campaign=3Dq22025/1/010001979c6454ee-015fdfc3-8608-45bd-8738-9f= 2eeeffdc20-000000/kAOSjoevTSN0Drj3ff3kRgqGTwZYCA25AJ6NV1kB1xs=3D410" rel=3D= "noopener noreferrer nofollow" target=3D"_blank"><span>Protect your app tod=
    ay with WorkOS Radar.</span></a>



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    <h1><strong>Big Tech &amp; Startups</strong></h1>
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    </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=

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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Tesla began limited operations of its s= elf-driving taxi service yesterday in Austin, Texas. The service is only av= ailable to 'Early Access' riders and the vehicles are confined to certain s= treets. Tesla employees will be riding in the front passenger seats and the=
    vehicles may not operate in bad weather. Tesla's stock market valuation re= sts largely on promises that the company will be able to use artificial int= elligence to allow its vehicles to drive autonomously pretty much anywhere = there are roads - the Austin project will provide the first indications of = whether Tesla's technology can match its ambitions.
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Meta and EssilorLuxottica revealed the = Oakley Meta HSTN on Friday. The HSTN smart glasses feature Meta's artificia=
    l intelligence assistant and have a starting price of $399. They contain Oa= kley's PRIZM Lens technology, which helps athletes see better across changi=
    ng light and weather conditions. The glasses will come in various frame-and= -lens color combinations - a limited edition with gold lenses and accents w= ill be available for $499. The limited-edition version will be available to=
    preorder on July 11 and the standard Oakley Meta HSTN will go on sale late=
    r this summer.
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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=

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    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farstechnica.com%2Fspace%2F2025%2F06%2Fpsyche-keeps-its-= date-with-an-asteroid-but-now-its-running-in-backup-mode%2F%3Futm_source=3D= tldrnewsletter/1/010001979c6454ee-015fdfc3-8608-45bd-8738-9f2eeeffdc20-0000= 00/vOv1UR6b3dclCO1C5fgPF6gQU2tKkZ-BJuTm2xlApXo=3D410">
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    an asteroid, but now it's running in backup mode (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The NASA Psyche spacecraft launched in = October 2023 and proceeded normally until April 1 this year, when it detect=
    ed a drop in pressure inside the line that feeds xenon fuel to its four thr= usters. The craft reacted to the pressure signature by powering off the thr= usters - this will have no effect on the mission's scheduled arrival at ast= eroid Psyche in August 2029. The spacecraft recently switched to its backup=
    fuel line and resumed full thruster operations. The next waypoint on Psych= e's voyage will be a flyby of Mars in May 2026.
    </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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    er masks to restore paintings in hours (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    MIT graduate student Alex Kachkine deve= loped a technique that uses AI-generated polymer films to physically restor=
    e damaged paintings in hours. It works by printing a transparent 'mask' con= taining thousands of precisely color-matched regions that conservators appl=
    y directly to an original artwork. These masks can be removed whenever need= ed, so it's a reversible process. Using the technique creates a digital rec= ord of what mask was used, so future conservators will have an extremely cl= ear understanding of what was done to every artwork.
    </span>
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    </td></tr></tbody></table>


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    <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=

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    <span>
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    s that actually mean something =E2=80=94 advice from AWS solution architect=
    s (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The cloud is often too complex to navig= ate without a map =E2=80=94 and a great diagram can be that map. Read this = Datadog eBook for a <a href=3D"https://tracking.tldrnewsletter.com/CL0/http= s:%2F%2Fwww.datadoghq.com%2Fresources%2Fdesigning-cloud-architecture%2F%3Fu= tm_source=3Dtldrnewsletter%26utm_medium=3Dnewsletter%26utm_campaign=3Ddg-co= replatform-ww-cloud-architecture-tldr/2/010001979c6454ee-015fdfc3-8608-45bd= -8738-9f2eeeffdc20-000000/rczkAavyPbwFjqpNN8urLdCXEyRLY5NhGEJIE2LTAEQ=3D410=
    " rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>framework fr=
    om AWS Solution Architects</span></a> on how to diagram your cloud architec= ture using best practices + how to plan environments with budget in mind. <=
    a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.datadoghq= .com%2Fresources%2Fdesigning-cloud-architecture%2F%3Futm_source=3Dtldrnewsl= etter%26utm_medium=3Dnewsletter%26utm_campaign=3Ddg-coreplatform-ww-cloud-a= rchitecture-tldr/3/010001979c6454ee-015fdfc3-8608-45bd-8738-9f2eeeffdc20-00= 0000/M2FYksqvFfpvJKYm03ucCigxeCIE10WOUt_bPdmJsQ0=3D410" rel=3D"noopener nor= eferrer nofollow" target=3D"_blank"><span>Get the ebook</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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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Vibe coding is a new way of building so= ftware where you let the AI models do most of the work. Users write prompts=
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    d features in hours, but it requires some experience to wield. This article=
    provides some tips on how to vibe code for people who know what they're do= ing. It covers how to write a good prompt, what AI is good and bad at, the = required tools for vibe coding, and more.
    </span>
    </span>
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    </td></tr></tbody></table>

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

    <div class=3D"text-block">
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Serious engineering teams that want to = build thoughtful, well-crafted products need to learn to use AI as it can r= esult in building better products. Building with AI is fast - the velocity = gains are important as they allow teams to tighten feedback loops with user=
    s faster. Using AI to write software requires a huge shift that challenges = some of the ideas previously considered common wisdom. This post looks at h=
    ow teams should approach working with AI tools.
    </span>
    </span>
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    </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= =8E=81</span></div></div>
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    <div class=3D"text-block">
    <div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
    </div>
    </td></tr></tbody></table>

    <table bgcolor=3D"" style=3D"table-layout: fixed; width: 100%;" width=3D"10= 0%"><tbody><tr><td style=3D"padding:0;border-collapse:collapse;border-spaci= ng:0;margin:0;" valign=3D"top">

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    <div class=3D"text-block">
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    <span>
    <strong>Apple Executives Have Held = Internal Talks About Buying AI Startup Perplexity (7 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Apple is considering potentially biddin=
    g for artificial intelligence startup Perplexity AI to address the need for=
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    loss of its longstanding arrangement with Google. Meta tried to buy Perple= xity earlier this year, but the companies failed to reach an agreement.
    </span>
    </span>
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    </td></tr></tbody></table>


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    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fhenryhmko.github.io%2Fposts%2Ftpu%2Ftpu.html%3Futm_sour= ce=3Dtldrnewsletter/1/010001979c6454ee-015fdfc3-8608-45bd-8738-9f2eeeffdc20= -000000/KG9ZMGm6z6cTMVY5x1I1CvThON3NwLtuZEbypyWtoTA=3D410">
    <span>
    <strong>TPU Deep Dive (25 minute re= ad)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    This post looks at TPU internals from t=
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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.tomshardware.com%2Ftech-industry%2Fartificial-intel= ligence%2Ftrump-and-tsmc-pitched-usd1-trillion-ai-complex-softbank-founder-= masayoshi-son-wants-to-turn-arizona-into-the-next-shenzhen%3Futm_source=3Dt= ldrnewsletter/1/010001979c6454ee-015fdfc3-8608-45bd-8738-9f2eeeffdc20-00000= 0/EVDQLPFkCD3CeFJp259gWYtbmU37ctYQ-fKDrjII4MQ=3D410">
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    <strong>Trump and TSMC pitched $1 t= rillion AI complex (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Project Crystal Land, which involves es= tablishing a high-tech hub focused on manufacturing AI-powered industrial r= obots and advancing artificial intelligence technologies, aims to replicate=
    the scale and integration of China's Shenzhen.
    </span>
    </span>
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    </td></tr></tbody></table>

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

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    te read)</strong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Beauty isn't arbitrary - it emerges fro=
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Avoid negative echo chambers - these pl= aces aren't just bad for your career, they're bad for your mental and physi= cal health too.
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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;">
    Phoenix.new is a fully online coding ag= ent tailored to Elixir and Phoenix - a video demo is available.
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Microsoft's Azure Quantum group has set= tled on a plan for getting error correction on quantum computers - it will = take hardware qubits with an error rate of about 1 in 1,000 and use them to=
    build logical qubits where errors are instead 1 in 1 million.
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