• OpenAI Astra 🤖, Larry Ellison's bet 💰, GitHub CLI stacked diffs 👨‍💻 

    From TLDR@VERT to All on Mon Aug 3 10:33:50 2026
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    OpenAI recently gave a sneak peek into its next model, named Astra. An
    in=
    ternal version of the model was able to create
    breakthroughs=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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    BIG TECH & STARTUPS=


    APPLE IS REINVENTING ITSELF AS THE WORLD'S BIGGEST SUBSCRIPTION
    PR=
    OVIDER (14 MINUTE READ) [5]=20

    Apple's new Apple Upgrade leasing progra=
    m hints at the company's next
    era of growth. Due to memory shortages, har=
    dware prices have
    increased, and prices are only going to get steeper. Ap=
    ple appears to
    be changing the psychology of the purchase. Instead of ask=
    ing
    customers to justify spending more than $1,000 on a device, it's
    as=
    king whether they can afford roughly a dollar a day, which is a much
    easi=
    er decision.=20

    OPENAI'S NEXT MAJOR MODEL ASTRA CLAIMS BREAKTHROUGHS ON=
    10
    LONG-STANDING MATH PROBLEMS (3 MINUTE READ) [6]=20

    OpenAI recentl=
    y gave a sneak peek into its next model, named Astra.
    An internal version=
    of the model was able to create breakthroughs on
    10 long-standing proble=
    ms in mathematics and theoretical computer
    science. The total number of t=
    okens used to discover all ten solutions
    would have cost around $2,000 at=
    GPT-5.6 Sol API rates. Each solution
    was formalized in Lean, allowing th=
    em to be verified using the
    theorem-proving system.=20

    =F0=9F=9A=80 =


    SCIENCE & FUTURISTIC TECHNOLOGY

    MONTANA'S PLAN TO BECOME AN EXP=
    ERIMENTAL MEDICAL HUB JUST PUSHED
    FORWARD (14 MINUTE READ) [7]=20

    Any=
    biotech company with an experimental drug in Montana now has a
    clear pat=
    h to selling it to consumers. Companies can now pay $12,500
    to apply to a=
    newly established board for approval, as long as the
    drugs have been thr=
    ough preliminary testing. The drugs will be sold
    via experimental treatme=
    nt clinics, the first of which is likely to be
    open by the end of the yea=
    r. Patients must provide fully informed
    consent, and each application mus=
    t be reviewed by a board that
    includes a Montana-certified doctor, expert=
    scientists, and an
    ethicist.=20

    A TECH FOUNDER WANTED TO START A NEW=
    COUNTRY. AN ACTUAL COUNTRY GOT
    IN THE WAY (12 MINUTE READ) [8]=20

    Ba=
    laji Srinivasan, a tech founder, said that he believed the US was
    descend=
    ing into anarchy, so he decided to build a new city from
    scratch. He star=
    ted by creating a tech community in Malaysia, setting
    up a campus with co=
    -working spaces, a high-end gym, and meals designed
    by longevity guru Bry=
    an Johnson. Two years in, his vision is now
    colliding with reality. The p=
    roject has been shut down over licensing
    issues. Within hours of the gove=
    rnment announcement, Srinivasan signed
    an agreement to open a campus in K=
    azakhstan.=20

    =F0=9F=92=BB=20

    PROGRAMMING, DESIGN & DATA SCIENCE
    =

    GH STACK (GITHUB REPO) [9]=20

    GitHub Stacked PRs break large change=
    s into a chain of small,
    reviewable pull requests that build on each othe=
    r. gh stack is a
    GitHub CLI extension for managing stacked branches and p=
    ull requests.
    It automates creating branches, keeping them rebased, setti=
    ng correct
    PR base branches, and navigating between layers. gh stack offe=
    rs AI
    agent integration.=20

    DEVTOOLS MUST BE OPEN SOURCE (8 MINUTE RE=
    AD) [10]=20

    Before AI, development costs made it rational for complex s=
    oftware to
    ship with large configuration files, extension systems, and pl=
    ug-in
    systems. Now, the cost of creating software and making changes has=

    dropped dramatically. Software that can be personalized doesn't need a=

    plugin system or config file. Users can just make the changes they
    nee=
    d themselves, with the help of agents if required.=20

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

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    TLDR IS HIRING A CURATOR FOR TLDR AI! (TLDR CURATOR,=
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    latest in AI
    models, research, engineering, and more. If you work in AI =
    and want to
    help curate it, send your LinkedIn or resume to ai@tldr.tech!=
    =20

    LARRY ELLISON BET IT ALL ON THE AI BOOM. WILL HE BE THE FACE OF THE=

    AI BUBBLE? (47 MINUTE READ) [11]=20

    When Trump came into office, he =
    took the guardrails that were
    hindering AI development, and Larry Ellison=
    cashed in by signing
    several large infrastructure deals. This big bet on=
    AI was built on an
    astronomical amount of debt in every imaginable form.=
    The hypothesis
    was that whoever controlled the most computing power woul=
    d control the
    AI economy. Investors have started questioning whether this=
    level of
    spending is sustainable in recent weeks and are concerned about=

    whether the money being pumped into data centers will ever return the
    =
    promised profits.=20

    HIS WEDDING GUESTS WERE ARRIVING=E2=80=94JUST AS H=
    IS $45 BILLION FUND WAS
    FALLING APART (17 MINUTE READ) [12]=20

    Leopol=
    d Aschenbrenner had planned a multiday celebration for his
    wedding, but h=
    is fund started unraveling just when guests started to
    arrive. The 24-yea=
    r-old investor had built a $45 billion investment
    powerhouse that primari=
    ly bought stocks in the AI trade. The firm
    borrowed too much money to mak=
    e these AI bets, leaving it at risk as
    they faltered. Citadel then swoope=
    d in and purchased the vast majority
    of the firm's public stock portfolio=
    at a discount of more than 10% to
    the market value of those shares. The =
    firm is left with a portfolio of
    stocks and stakes in startups valued at =
    more than $10 billion, but it
    is still alive.=20

    =E2=9A=A1=20

    QUICK=
    LINKS

    THE SMARTEST CAREER MOVE MIGHT BE TALKING IT THROUGH FIRST. (S=
    PONSOR)
    [13]=20

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    FF YOUR FIRST COACHING SESSION [14]=20

    THE DEVELOPMENT PIPELINE IS A PR=
    ODUCTION SYSTEM (2 MINUTE READ) [15]=20

    A team with a broken developmen=
    t pipeline can't produce software.=20

    THE RACE TO BUILD AN AMERICAN ALT=
    ERNATIVE TO CHEAP AI FROM CHINA (5
    MINUTE READ) [16]=20

    Despite growi=
    ng calls for the US to develop stronger open-weight
    models to compete wit=
    h China, investors are reluctant to back
    open-weight startups.=20

    SOF=
    TWARE ABUNDANCE (3 MINUTE READ) [17]=20

    While code is easier and faster=
    to write, good software is still hard
    to get right as it needs care and =
    requires good judgment.=20

    IT'S TIME TO SELL TO AI AGENTS, WITH ZEROCLI=
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    MATHEMATICS WI=
    THOUT MATHEMATICIANS (6 MINUTE READ) [19]=20

    OpenAI recently announced =
    the solution to ten open problems in
    mathematics discovered by a yet-unre=
    leased model.=20

    I CAN'T STOP THINKING ABOUT THE UNICONTEXT (17 MINUTE =
    READ) [20]=20

    The unicontext is a scenario in which the ways you should=
    act become
    the same across all different contexts.=20

    THE NEW DEFCON=
    BADGES PACK A UNIQUE OPEN SOURCE CHIP THAT DOUBLES AS
    A SECURITY KEY (5 =
    MINUTE READ) [21]=20

    The Baochip-1x is a mostly open-source microcontro=
    ller with a core
    module that can be removed and used as a hardware securi=
    ty token.=20

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    =09=09=09<![endif]--></head><body class=3D"">






    <div style=3D"display: none; max-height: 0px; overflow: hidden;">OpenAI rec= ently gave a sneak peek into its next model, named Astra. An internal versi=
    on of the model was able to create breakthroughs&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">2026-08-03</span></strong></h1>
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    <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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    <strong>Reach 7 million engaged tec=
    h professionals (Sponsor)</strong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Ads get ignored on social media but not=
    in TLDR! Reach developers, PMs, marketers, founders and other tech leaders=
    where they actually pay attention. <a href=3D"https://tracking.tldrnewslet= ter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=3Dtldr%26utm_me= dium=3Dnewsletter%26utm_campaign=3Dprimary08032026/3/0100019fc72fdb6b-fe966= 547-00a4-40d7-b79f-7dc7cacf1841-000000/S3sFnj28IqSEztrt-1oQuVC8dn8Rb2VcqnEK= tXYDPvI=3D452" rel=3D"noopener noreferrer" target=3D"_blank"><span>Learn mo=
    re about sponsorship opportunities.</span></a>
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    <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=

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    <span>
    <strong>Apple Is Reinventing Itself=
    as the World's Biggest Subscription Provider (14 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Apple's new Apple Upgrade leasing progr=
    am hints at the company's next era of growth. Due to memory shortages, hard= ware prices have increased, and prices are only going to get steeper. Apple=
    appears to be changing the psychology of the purchase. Instead of asking c= ustomers to justify spending more than $1,000 on a device, it's asking whet= her they can afford roughly a dollar a day, which is a much easier decision=
    .
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    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

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    <span>
    <strong>OpenAI's next major model A= stra claims breakthroughs on 10 long-standing math problems (3 minute read)= </strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    OpenAI recently gave a sneak peek into = its next model, named Astra. An internal version of the model was able to c= reate breakthroughs on 10 long-standing problems in mathematics and theoret= ical computer science. The total number of tokens used to discover all ten = solutions would have cost around $2,000 at GPT-5.6 Sol API rates. Each solu= tion was formalized in Lean, allowing them to be verified using the theorem= -proving system.
    </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= =9A=80</span></div>
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    <h1><strong>Science &amp; Futuristic Technology</strong></h1>
    </div>
    </div>
    </td></tr></tbody></table>

    <table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
    ;" valign=3D"top">

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

    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.technologyreview.com%2F2026%2F07%2F30%2F1140942%2Fm= ontana-experimental-medical-hub-pushed-forward-right-to-try%2F%3Futm_source= =3Dtldrnewsletter/1/0100019fc72fdb6b-fe966547-00a4-40d7-b79f-7dc7cacf1841-0= 00000/ChG8AFxV1swm69DzEOgJgJb0DxuY-FgZgxBNIeMxIis=3D452">
    <span>
    <strong>Montana's plan to become an=
    experimental medical hub just pushed forward (14 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Any biotech company with an experimenta=
    l drug in Montana now has a clear path to selling it to consumers. Companie=
    s can now pay $12,500 to apply to a newly established board for approval, a=
    s long as the drugs have been through preliminary testing. The drugs will b=
    e sold via experimental treatment clinics, the first of which is likely to =
    be open by the end of the year. Patients must provide fully informed consen=
    t, and each application must be reviewed by a board that includes a Montana= -certified doctor, expert scientists, and an ethicist.
    </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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    <span>
    <strong>A Tech Founder Wanted to St= art a New Country. An Actual Country Got in the Way (12 minute read)</stron=

    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Balaji Srinivasan, a tech founder, said=
    that he believed the US was descending into anarchy, so he decided to buil=
    d a new city from scratch. He started by creating a tech community in Malay= sia, setting up a campus with co-working spaces, a high-end gym, and meals = designed by longevity guru Bryan Johnson. Two years in, his vision is now c= olliding with reality. The project has been shut down over licensing issues=
    . Within hours of the government announcement, Srinivasan signed an agreeme=
    nt to open a campus in Kazakhstan.
    </span>
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    </div>
    </td></tr></tbody></table>

    </td></tr></tbody></table>


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    </td></tr></tbody></table>

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    <div class=3D"text-block">
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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=

    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fgithub.com%2Fgithub%2Fgh-stack%3Futm_source=3Dtldrnewsl= etter/1/0100019fc72fdb6b-fe966547-00a4-40d7-b79f-7dc7cacf1841-000000/22eTXD= EethEXMMIkEUu4gNqEAkeZcqRReUq--MhPYnk=3D452">
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    <strong>gh stack (GitHub Repo)</str=

    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    GitHub Stacked PRs break large changes = into a chain of small, reviewable pull requests that build on each other. g=
    h stack is a GitHub CLI extension for managing stacked branches and pull re= quests. It automates creating branches, keeping them rebased, setting corre=
    ct PR base branches, and navigating between layers. gh stack offers AI agen=
    t integration.
    </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%2FRnPGVE/1/0100019fc72fdb6b-fe= 966547-00a4-40d7-b79f-7dc7cacf1841-000000/CYgAG35xcU0hzCa7YgaOkDBFctWOZg2X6= mFN-H7ni2c=3D452">
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    e (8 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Before AI, development costs made it ra= tional for complex software to ship with large configuration files, extensi=
    on systems, and plug-in systems. Now, the cost of creating software and mak= ing changes has dropped dramatically. Software that can be personalized doe= sn't need a plugin system or config file. Users can just make the changes t= hey need themselves, with the help of agents if required.
    </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= =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=

    <div class=3D"text-block">
    <span>
    <a href=3D"mailto:ai@tldr.tech?utm_source= =3Dtldrnewsletter">
    <span>
    <strong>TLDR is hiring a curator fo=
    r TLDR AI! (TLDR Curator, ~5 hrs/week)</strong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Over 1M subscribers read TLDR AI to sta=
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    href=3D"mailto:ai@tldr.tech?utm_source=3Dtldrnewsletter">ai@tldr.tech!</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>
    <strong>Larry Ellison Bet It All on=
    the AI Boom. Will He Be the Face of the AI Bubble? (47 minute read)</stron=

    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    When Trump came into office, he took th=
    e guardrails that were hindering AI development, and Larry Ellison cashed i=
    n by signing several large infrastructure deals. This big bet on AI was bui=
    lt on an astronomical amount of debt in every imaginable form. The hypothes=
    is was that whoever controlled the most computing power would control the A=
    I economy. Investors have started questioning whether this level of spendin=
    g is sustainable in recent weeks and are concerned about whether the money = being pumped into data centers will ever return the promised profits.
    </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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    <strong>His Wedding Guests Were Arr= iving=E2=80=94Just as His $45 Billion Fund Was Falling Apart (17 minute rea= d)</strong>
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    Leopold Aschenbrenner had planned a mul= tiday celebration for his wedding, but his fund started unraveling just whe=
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    n investment powerhouse that primarily bought stocks in the AI trade. The f= irm borrowed too much money to make these AI bets, leaving it at risk as th=
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    firm's public stock portfolio at a discount of more than 10% to the market=
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    OpenAI recently announced the solution =
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The unicontext is a scenario in which t=
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    a Unique Open Source Chip That Doubles as a Security Key (5 minute read)</s= trong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The Baochip-1x is a mostly open-source = microcontroller with a core module that can be removed and used as a hardwa=
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