• Apple eGPU support ⚡, inside AI lab finances 💰, Claude Code system prompts 🤖

    From TLDR@VERT to All on Monday, April 06, 2026 10:27:56
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    Apple has signed drivers for Nvidia eGPUs. Users can now pair their
    eGPUs=
    with Macs for AI LLM processing without having to use
    workarounds=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=
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    BIG TECH & STARTUPS

    AN INSIDE L=
    OOK AT OPENAI AND ANTHROPIC'S FINANCES AHEAD OF THEIR IPOS
    (6 MINUTE READ=
    ) [6]=20

    OpenAI and Anthropic are racing toward potentially record-brea=
    king
    IPOs by the end of the year. OpenAI expects to burn $85 billion in=

    2028. Anthropic doesn't expect to spend nearly as much, but its
    foreca=
    sts tell a similar story of mounting computing costs. There are
    no signs =
    that the AI arms race is slowing down, with both companies
    releasing new =
    versions of their models at a faster cadence than ever
    before. This artic=
    le contains charts drawn from confidential financial
    documents that both =
    companies shared with investors, offering a window
    into the economics of =
    the two largest AI labs in the world.=20

    APPLE APPROVES DRIVERS THAT LE=
    T AMD AND NVIDIA EGPUS RUN ON MAC =E2=80=94
    SOFTWARE DESIGNED FOR AI, THO=
    UGH, AND NOT BUILT FOR GAMING (2 MINUTE
    READ) [7]=20

    Apple has signed=
    drivers for Nvidia eGPUs. Users can now pair their
    eGPUs with Macs for A=
    I LLM processing without having to use
    workarounds like disabling System =
    Integrity Protection. High-end Apple
    computers have become popular for us=
    e with AI agents like OpenClaw.
    The demand has been so high that delivery=
    times for Macs with massive
    amounts of memory have increased to up to si=
    x weeks.=20

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    a=
    re a key but unproven component of the Golden Dome effort. The Golden
    Dom=
    e will protect the US and possibly other countries with layers of
    defense=
    systems from ground to space. The project is expected to cost
    $185 billi=
    on and demonstrate operational capability by 2028.=20

    SCIENTISTS BUILD =
    LIVING ROBOTS WITH NERVOUS SYSTEMS (4 MINUTE READ)
    [9]=20

    Neurobots a=
    re clusters of living cells that, when cultured in simple
    saline conditio=
    ns, spontaneously self-organize in such a manner that
    they move and act i=
    n novel ways. They're made with natural cells,
    arranged manually by scien=
    tists. Neurobots can move and respond to
    their surroundings. Scientists a=
    re still figuring out the organizing
    principles that enable these movemen=
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    work, the researchers can then focus on=
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    uses, such as monitoring ecosystem health. =


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    Despite how importa=
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    three months by a developer using
    an AI coding agent. This post systemati=
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    developer's experience in building syntaqlite with =
    AI, covering both
    where AI helped and where it was detrimental.=20

    HO=
    W CLAUDE CODE BUILDS A SYSTEM PROMPT (3 MINUTE READ) [12]=20

    System pro=
    mpts are often the best manual for how an app is intended
    to work. The ac=
    cidental leak of Claude Code's source code reveals how
    Claude Code assemb=
    les a context and shows how complex context
    engineering can be, and the i=
    mportance of harnesses. This post
    contains a table that shows how Claude =
    Code assembles a system prompt.
    Some components are always included, whil=
    e others are conditional, and
    components may have variations.=20

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    MISCELLANEOUS

    CHINA'S TECH GIANTS ARE RECRUITING H=
    IGH SCHOOLERS (3 MINUTE READ)
    [13]=20

    Chinese tech companies are incr=
    easingly seeking out high schoolers to
    fulfill research and internship ro=
    les due to insufficient talent in
    universities. Creativity is increasingl=
    y valued for roles such as
    product managers, and it is believed that youn=
    ger candidates may be
    more likely to imagine things that do not yet exist=
    . Globally, some
    tech leaders are questioning whether universities are st=
    ill the best
    way to train talent. Tech companies recruit many people with=
    out
    bachelor's degrees who just figure things out on their own.=20

    EC=
    ONOMISTS ONCE DISMISSED THE AI JOB THREAT, BUT NOT ANYMORE (12
    MINUTE REA=
    D) [14]=20

    Many economists don't see much evidence that AI is disruptin=
    g the job
    market, but they are starting to take seriously the possibility=
    that
    it could happen someday soon. AI is expected to grow the economy as=

    the technology improves, but its effect on jobs and the economy is
    dif=
    ficult to predict. Given the potential scale of disruption,
    economists sa=
    y it is time to start considering policies to help
    workers who may be dis=
    placed or otherwise harmed by the changing
    economy. The conversations nee=
    d to happen now, as a lot will change in
    the next two to five years.=20
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    G. IT'S TUESDAY: WHY PRODUCT MANAGERS WERE
    BUILT FOR AI (THEY JUST DON'T =
    KNOW IT YET) (14 MINUTE READ) [16]=20

    The gap between 'using AI' and 'g=
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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">Apple has = signed drivers for Nvidia eGPUs. Users can now pair their eGPUs with Macs f=
    or AI LLM processing without having to use workarounds&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&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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    <div style=3D"text-align: center;">

    <h1><strong>TLDR <span id=3D"date">2026-04-06</span></strong></h1>
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    <table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr=
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    <span>
    <strong>Monetize team growth automa= tically with Clerk Billing (Sponsor)</strong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Growing B2B teams mean more revenue =E2= =80=94 if your pricing captures it. Clerk Billing now supports seat-limited=
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    <p>&gt; <strong>Tiered by org size:</strong> Set limits like: Free up to 10=
    members, Pro up to 50, Enterprise unlimited.</p>

    <p>&gt; <strong>Auto-enforced:</strong> Clerk blocks new member invitations=
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    <p>Ship seat-limited plans today at <a href=3D"https://tracking.tldrnewslet= ter.com/CL0/https:%2F%2Fgo.clerk.com%2Fuo8l3iL/1/0100019d6255b0e5-7503cb48-= bfbe-48ad-9338-8e191c619b8a-000000/1FjfGEMmbokBeC_VenzGXT1iJDO9ZXU_Ze1immcq= VSQ=3D451" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>cle= rk.com/billing</span></a>



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    ;" valign=3D"top">

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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    OpenAI and Anthropic are racing toward = potentially record-breaking IPOs by the end of the year. OpenAI expects to = burn $85 billion in 2028. Anthropic doesn't expect to spend nearly as much,=
    but its forecasts tell a similar story of mounting computing costs. There = are no signs that the AI arms race is slowing down, with both companies rel= easing new versions of their models at a faster cadence than ever before. T= his article contains charts drawn from confidential financial documents tha=
    t both companies shared with investors, offering a window into the economic=
    s of the two largest AI labs in the world.
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    Apple has signed drivers for Nvidia eGP= Us. Users can now pair their eGPUs with Macs for AI LLM processing without = having to use workarounds like disabling System Integrity Protection. High-= end Apple computers have become popular for use with AI agents like OpenCla=
    w. The demand has been so high that delivery times for Macs with massive am= ounts of memory have increased to up to six weeks.
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Impulse Space and Anduril Industries ha=
    ve been selected to develop space-based missile interceptor technology for = President Trump's planned Golden Dome missile defense shield. Space-based i= nterceptors are a key but unproven component of the Golden Dome effort. The=
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    f defense systems from ground to space. The project is expected to cost $18=
    5 billion and demonstrate operational capability by 2028.
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    Neurobots are clusters of living cells = that, when cultured in simple saline conditions, spontaneously self-organiz=
    e in such a manner that they move and act in novel ways. They're made with = natural cells, arranged manually by scientists. Neurobots can move and resp= ond to their surroundings. Scientists are still figuring out the organizing=
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    , the researchers can then focus on engineering them for various uses, such=
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    <strong>How Claude Code Builds a Sy= stem Prompt (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    System prompts are often the best manua=
    l for how an app is intended to work. The accidental leak of Claude Code's = source code reveals how Claude Code assembles a context and shows how compl=
    ex context engineering can be, and the importance of harnesses. This post c= ontains a table that shows how Claude Code assembles a system prompt. Some = components are always included, while others are conditional, and component=
    s may have variations.
    </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;">
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    <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">

    <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.sixthtone.com%2Fnews%2F1018378%3Futm_source=3Dtldrn= ewsletter/1/0100019d6255b0e5-7503cb48-bfbe-48ad-9338-8e191c619b8a-000000/hW= 4BadWFbOmXT9D8sVTi6nzsZWD0E1wfznG7tpJzeKY=3D451">
    <span>
    <strong>China's Tech Giants Are Rec= ruiting High Schoolers (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Chinese tech companies are increasingly=
    seeking out high schoolers to fulfill research and internship roles due to=
    insufficient talent in universities. Creativity is increasingly valued for=
    roles such as product managers, and it is believed that younger candidates=
    may be more likely to imagine things that do not yet exist. Globally, some=
    tech leaders are questioning whether universities are still the best way t=
    o train talent. Tech companies recruit many people without bachelor's degre=
    es who just figure things out on their own.
    </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%2FwTymFv/1/0100019d6255b0e5-75= 03cb48-bfbe-48ad-9338-8e191c619b8a-000000/wygSskDlwmcO422qQxC_8Btfst-KYjB8i= AeKEqVqxy8=3D451">
    <span>
    <strong>Economists Once Dismissed t=
    he AI Job Threat, but Not Anymore (12 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Many economists don't see much evidence=
    that AI is disrupting the job market, but they are starting to take seriou= sly the possibility that it could happen someday soon. AI is expected to gr=
    ow the economy as the technology improves, but its effect on jobs and the e= conomy is difficult to predict. Given the potential scale of disruption, ec= onomists say it is time to start considering policies to help workers who m=
    ay be displaced or otherwise harmed by the changing economy. The conversati= ons need to happen now, as a lot will change in the next two to five years.
    </span>
    </span>
    </div>
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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;">=E2=9A= =A1</span></div></div>
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    <h1><strong>Quick Links</strong></h1>
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    AI-first. Gauntlet will (Sponsor)</strong></span></a>

    <br><span style=3D"font-family: ;">Gaunlet is a 10-week engineering fellows= hip built around sustained execution. Design and ship production-grade AI s= ystems that advance your career. Alumni land $200k-$950k starting compensat= ion. <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgauntle= tai.com%2Fapply%3Futm_tldrtest=3Dtesta/2/0100019d6255b0e5-7503cb48-bfbe-48a= d-9338-8e191c619b8a-000000/EkNYn-bZW_OxTYTb01c25dCoAXelfnUe97cw9RmqR34=3D45=
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    <span>
    <strong>Non-Determinism Isn't a Bug=
    . It's Tuesday: Why Product Managers Were Built for AI (They Just Don't Kno=
    w It Yet) (14 minute read)</strong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The gap between 'using AI' and 'getting=
    real value from AI' is fundamentally a product problem.
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    </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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    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FKbKYaI/1/0100019d6255b0e5-75= 03cb48-bfbe-48ad-9338-8e191c619b8a-000000/8YNSHLvY3xm95gN6iepNOQRK0bXcx1mc0= BULZi0MHz4=3D451">
    <span>
    <strong>OpenAI COO Shifts Out of Ro= le, AGI CEO Taking Medical Leave (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Brad Lightcap, OpenAI's longtime COO, w= ill now lead special projects and report directly to CEO Sam Altman.
    </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">
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    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fthreadreaderapp.com%2Fthread%2F2040164759836778878.html= %3Futm_source=3Dtldrnewsletter/1/0100019d6255b0e5-7503cb48-bfbe-48ad-9338-8= e191c619b8a-000000/XcFcLtYqvdZRg1pNzqsu5ioUs8gzMt7Ao-0uuxZnUjk=3D451">
    <span>
    <strong>GitHub activity is surging =
    (1 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    GitHub is on pace for 14 billion commit=
    s in a year, if growth remains linear.
    </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=

    <div class=3D"text-block">
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    <span>
    <strong>Elon Musk insists banks wor= king on SpaceX IPO must buy Grok subscriptions (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Musk also asked that the banks advertis=
    e on X, but he was less adamant about that request.
    </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=

    <div class=3D"text-block">
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    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2F1517.substack.com%2Fp%2F1-in-30-artemis-greatness-and-r= isk%3Futm_source=3Dtldrnewsletter/1/0100019d6255b0e5-7503cb48-bfbe-48ad-933= 8-8e191c619b8a-000000/zVIjQEkvHwrJMrh-cPFHziApOw32bpadJ02Y8vFwEJI=3D451">
    <span>
    <strong>1 in 30 =E2=80=93 Artemis, = Greatness, and Risk. (8 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    NASA's 'loss of crew' threshold for Art= emis missions is calculated to be 1 in 30.
    </span>
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    <span>
    <strong>Why domain-specific LLMs wo= n't exist: an intuition (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The big AI model providers would have m= ade domain-specific models if there was any feasibility in it.
    </span>
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