• Inside iPhone Camera lab 📱, X payments 💸, Trust in software 🔐

    From TLDR@VERT to tldr@synchro.net on Wed Jan 1 11:35:34 2025
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    Apple's iPhone 16 brings parity between regular videos and slow motion
    in=
    terms of image quality and dynamic range and introduces a new
    feature= =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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    TLDR 2025-01-01

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    BIG TECH & STARTUPS

    A =
    BILLION PIXELS A SECOND: I GOT A RARE LOOK INSIDE APPLE'S SECRET
    IPHONE 1=
    6 CAMERA LABS (14 MINUTE READ) [4]=20

    Apple's iPhone 16 brings parity b=
    etween regular videos and slow
    motion in terms of image quality and dynam=
    ic range. It also introduces
    a new feature that allows users to adjust th=
    e quality of the audio on
    videos they record by moving around a few slide=
    rs in the Photos app.
    This article looks into how Apple designed these fe=
    atures. It takes a
    tour through Apple's labs to see how the company tests=
    and calibrates
    its technology.=20

    X CEO YACCARINO: X MONEY PAYMENT S=
    YSTEM WILL LAUNCH IN 2025 (2 MINUTE
    READ) [5]=20

    X is launching a pla=
    tform payment system called X Money this year.
    The platform will have its=
    own currency. It is unknown how it will tie
    into fiat currency. Elon Mus=
    k's influence means that the platform may
    involve crypto integration.=20
    =

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

    SCIENCE & FUTURISTIC TECHNOLOGY

    O3, OH MY (53 M=
    INUTE READ) [6]=20

    OpenAI presented o3 the Friday before Christmas. o3 =
    improves on some
    of the most challenging benchmarks and represents substa=
    ntial progress
    in general-domain reasoning with reinforcement learning. I=
    t
    potentially ranks as one of the best competitive programmers in the
    w=
    orld. This article looks at o3, its strengths and weaknesses, how o3
    impa=
    cts the AI industry, and much more.=20

    IN 2025, PEOPLE WILL TRY LIVING =
    IN THIS UNDERWATER HABITAT (7 MINUTE
    READ) [7]=20

    Ocean exploration o=
    rganization Deep has embarked on a multiyear quest
    to enable scientists t=
    o live on the seafloor at depths of up to 200
    meters. It aims to develop =
    and test a small modular habitat called
    Vanguard this year. The underwate=
    r shelter is capable of housing up to
    three divers for up to a week. It i=
    s a stepping stone to a more
    permanent modular habitat system called Sent=
    inel set to launch in
    2027. Deep aims to have a permanent human presence =
    in the ocean by
    2030.=20

    =F0=9F=92=BB=20

    PROGRAMMING, DESIGN & DATA=
    SCIENCE

    THINGS WE LEARNED ABOUT LLMS IN 2024 (37 MINUTE READ) [8] =


    The GPT-4 barrier was comprehensively broken in 2024 - some of those=

    models can run on consumer laptops. Last year saw prices crash thanks
    =
    to competition and increased efficiency, with models developing more
    capa=
    bilities. A lot happened in the world of large language models
    last year =
    - this article provides a review of the things researchers
    figured out in=
    the last twelve months.=20

    WHY IT'S HARD TO TRUST SOFTWARE, BUT YOU MO=
    STLY HAVE TO ANYWAY (42
    MINUTE READ) [9]=20

    Most people who use softw=
    are have to just trust that the manufacturer
    is honest. There is no pract=
    ical way to determine whether software
    really does what the manufacturer =
    says it does, even if it is open
    source. While there are some technologie=
    s that have the potential to
    reduce the amount of trust required, there i=
    sn't any plausible way to
    reduce things down to the level where there are=
    n't a number of single
    points of trust. This problem isn't likely to be s=
    olved anytime soon.=20

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

    MISCELLANEOUS

    THE COLLAP=
    SE OF MID-RANGE SMARTPHONES (2 MINUTE READ) [10]=20

    The mid-range smart=
    phone segment, which includes devices between $200
    to $600, will plummet =
    to a projected 23% in 2027 from 35% in 2021. The
    demand for the range has=
    declined due to a lack of revolutionary
    technology upgrades and a more c=
    onservative consumption of middle
    class amid macro challenges. Premium de=
    vices are expected to account
    for 74% of industry revenues by 2027, up fr=
    om 56% in 2021. The used
    and refurbished phone markets have grown.=20

    =
    US TREASURY IS LATEST VICTIM OF MOST =E2=80=98PERSISTENT' HACKING THREAT (=
    7
    MINUTE READ) [11]=20

    The US Treasury Department disclosed on Monday=
    that Chinese
    state-sponsored hackers had breached its network via a thir=
    d-party
    provider. Details of the hack remain scant, but it is known that =
    the
    hackers accessed some unclassified documents. Chinese officials have=

    denied the state's involvement in the attack. China's hacking
    capabili=
    ties have increased over the last decade as the country built
    up its tale=
    nt.=20

    =E2=9A=A1=20

    QUICK LINKS

    WILL SMITH EATING SPAGHETTI AND=
    OTHER WEIRD AI BENCHMARKS THAT TOOK
    OFF IN 2024 (3 MINUTE READ) [12]=20
    =

    A look at the weird AI benchmarks the internet has invented, like
    Con=
    nect 4, Minecraft, and Will Smith eating spaghetti.=20

    MY 25-YEAR ADVEN=
    TURE IN AI AND ML (6 MINUTE READ) [13]=20

    A look over the major AI/ML p=
    rojects that Austin Z. Henley, Associate
    Teaching Professor at Carnegie M=
    ellon University, worked on during his
    25-year career.=20

    10 BIG PRED=
    ICTIONS FOR 2025 (6 MINUTE READ) [14]=20

    10 big things that could happe=
    n this year according to M.G. Siegler,
    a writer and investor from London.=
    =20

    TECH PACE LAYERS (2 MINUTE READ) [15]=20

    The Pace Layering fram=
    ework is great for thinking about how different
    ecosystems and emergent f=
    orces interact.=20

    GLUE WORK CONSIDERED HARMFUL (3 MINUTE READ) [16] =


    'Glue work' is the large amount of unglamorous work that every team=

    needs in order to be efficient.=20

    =E2=80=98SQUID GAME' SEASON 2 PRE=
    MIERE BREAKS SEVERAL NETFLIX RECORDS WITH
    68 MILLION VIEWS (1 MINUTE READ=
    ) [17]=20

    The second season of 'Squid Game' ranked as the number one
    =
    most-watched show on Netflix in 92 countries.=20

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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">Apple&#039=
    ;s iPhone 16 brings parity between regular videos and slow motion in terms =
    of image quality and dynamic range and introduces a new feature&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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    <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">2025-01-01</span></strong></h1>
    </div>
    </td></tr></tbody></table>
    </td></tr></tbody></table>
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    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td style=3D"padding: 0px;">

    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
    <div class=3D"text-block">
    <div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =93=B1</span></div></div>
    </td></tr></tbody></table>

    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
    <div class=3D"text-block">
    <div style=3D"text-align: center;">

    <h1><strong>Big Tech &amp; Startups</strong></h1>
    </div>
    </div>
    </td></tr></tbody></table>

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

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

    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.cnet.com%2Ftech%2Fmobile%2Fa-billion-pixels-a-secon= d-i-got-a-rare-look-inside-apples-secret-iphone-16-camera-labs%2F%3Futm_sou= rce=3Dtldrnewsletter/1/0100019421a64ec4-e4805dbc-2783-4968-8832-f13b4e2726b= e-000000/aEhHML6CgyCMGkQOBJX2h5-RvRye2pIgjN3QNjsd4Bk=3D386">
    <span>
    <strong>A Billion Pixels a Second: =
    I Got a Rare Look Inside Apple's Secret iPhone 16 Camera Labs (14 minute re= ad)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Apple's iPhone 16 brings parity between=
    regular videos and slow motion in terms of image quality and dynamic range=
    . It also introduces a new feature that allows users to adjust the quality =
    of the audio on videos they record by moving around a few sliders in the Ph= otos app. This article looks into how Apple designed these features. It tak=
    es a tour through Apple's labs to see how the company tests and calibrates = its technology.
    </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%2Fwatcher.guru%2Fnews%2Fx-ceo-yaccarino-x-money-payment-s= ystem-will-launch-in-2025%23google_vignette%3Futm_source=3Dtldrnewsletter/1= /0100019421a64ec4-e4805dbc-2783-4968-8832-f13b4e2726be-000000/Jo33SBSELop4Q= Tc_mkM6jJSt8hSHAQSQdLm1VUBglKM=3D386">
    <span>
    <strong>X CEO Yaccarino: X Money Pa= yment System Will Launch In 2025 (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    X is launching a platform payment syste=
    m called X Money this year. The platform will have its own currency. It is = unknown how it will tie into fiat currency. Elon Musk's influence means tha=
    t the platform may involve crypto integration.
    </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>
    </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%2Fthezvi.substack.com%2Fp%2Fo3-oh-my%3Futm_source=3Dpost-= email-title%26publication_id=3D573100%26post_id=3D153528265%26utm_campaign= =3Demail-post-title%26isFreemail=3Dtrue%26r=3D17m06t%26triedRedirect=3Dtrue= %26utm_medium=3Demail/1/0100019421a64ec4-e4805dbc-2783-4968-8832-f13b4e2726= be-000000/uZdJb3xWNgijZtgbXMo-aCQzQpWR5GUy0v3FoHd1Bho=3D386">
    <span>
    <strong>o3, Oh My (53 minute read)<= /strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    OpenAI presented o3 the Friday before C= hristmas. o3 improves on some of the most challenging benchmarks and repres= ents substantial progress in general-domain reasoning with reinforcement le= arning. It potentially ranks as one of the best competitive programmers in = the world. This article looks at o3, its strengths and weaknesses, how o3 i= mpacts the AI industry, and much more.
    </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%2Fspectrum.ieee.org%2Focean-engineering%3Futm_source=3Dtl= drnewsletter/1/0100019421a64ec4-e4805dbc-2783-4968-8832-f13b4e2726be-000000= /mzKzqsNjRc08lY3J6-m3G4V-48m7ne20azeWsmcwTeg=3D386">
    <span>
    <strong>In 2025, People Will Try Li= ving in This Underwater Habitat (7 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Ocean exploration organization Deep has=
    embarked on a multiyear quest to enable scientists to live on the seafloor=
    at depths of up to 200 meters. It aims to develop and test a small modular=
    habitat called Vanguard this year. The underwater shelter is capable of ho= using up to three divers for up to a week. It is a stepping stone to a more=
    permanent modular habitat system called Sentinel set to launch in 2027. De=
    ep aims to have a permanent human presence in the ocean by 2030.
    </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%2Fsimonwillison.net%2F2024%2FDec%2F31%2Fllms-in-2024%2F%3= Futm_source=3Dtldrnewsletter/1/0100019421a64ec4-e4805dbc-2783-4968-8832-f13= b4e2726be-000000/mTTckyBNB-pAuRR4z5piVmGuVk9Q4wTRzT2nKpPZK_0=3D386">
    <span>
    <strong>Things we learned about LLM=
    s in 2024 (37 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The GPT-4 barrier was comprehensively b= roken in 2024 - some of those models can run on consumer laptops. Last year=
    saw prices crash thanks to competition and increased efficiency, with mode=
    ls developing more capabilities. A lot happened in the world of large langu= age models last year - this article provides a review of the things researc= hers figured out in the last twelve months.
    </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%2Feducatedguesswork.org%2Fposts%2Fensuring-software-prove= nance%2F%3Futm_source=3Dtldrnewsletter/1/0100019421a64ec4-e4805dbc-2783-496= 8-8832-f13b4e2726be-000000/3vFQEeISx8haACnyb7NPFqIB1nQdvgEz5LbQhoJ6_hM=3D38=

    <span>
    <strong>Why it's hard to trust soft= ware, but you mostly have to anyway (42 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Most people who use software have to ju=
    st trust that the manufacturer is honest. There is no practical way to dete= rmine whether software really does what the manufacturer says it does, even=
    if it is open source. While there are some technologies that have the pote= ntial to reduce the amount of trust required, there isn't any plausible way=
    to reduce things down to the level where there aren't a number of single p= oints of trust. This problem isn't likely to be solved anytime soon.
    </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>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Findiadispatch.com%2F2024%2F12%2F31%2Fmid-range-smartpho= ne%2F%3Futm_source=3Dtldrnewsletter/1/0100019421a64ec4-e4805dbc-2783-4968-8= 832-f13b4e2726be-000000/LDtBEUooXUdflhuoCiI1_Z37mgk_J3oQ1xeDAVVnmH8=3D386">
    <span>
    <strong>The Collapse of Mid-Range S= martphones (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The mid-range smartphone segment, which=
    includes devices between $200 to $600, will plummet to a projected 23% in = 2027 from 35% in 2021. The demand for the range has declined due to a lack =
    of revolutionary technology upgrades and a more conservative consumption of=
    middle class amid macro challenges. Premium devices are expected to accoun=
    t for 74% of industry revenues by 2027, up from 56% in 2021. The used and r= efurbished phone markets have grown.
    </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.bloomberg.com%2Fnews%2Farticles%2F2024-12-31%2Ftrea= sury-latest-victim-of-most-persistent-us-hacking-threat%3Futm_source=3Dtldr= newsletter/1/0100019421a64ec4-e4805dbc-2783-4968-8832-f13b4e2726be-000000/E= -Sx0Dpy9cmWcQ2Flc9yFxVkrFNj5hb9uhmJsDOF5lw=3D386">
    <span>
    <strong>US Treasury Is Latest Victi=
    m of Most =E2=80=98Persistent' Hacking Threat (7 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The US Treasury Department disclosed on=
    Monday that Chinese state-sponsored hackers had breached its network via a=
    third-party provider. Details of the hack remain scant, but it is known th=
    at the hackers accessed some unclassified documents. Chinese officials have=
    denied the state's involvement in the attack. China's hacking capabilities=
    have increased over the last decade as the country built up its talent.
    </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;">=E2=9A= =A1</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;">
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    <div style=3D"text-align: center;">

    <h1><strong>Quick Links</strong></h1>
    </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"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftechcrunch.com%2F2024%2F12%2F31%2Fwill-smith-eating-spa= ghetti-and-other-weird-ai-benchmarks-that-took-off-in-2024%2F%3Futm_source= =3Dtldrnewsletter/1/0100019421a64ec4-e4805dbc-2783-4968-8832-f13b4e2726be-0= 00000/KRF_7_NMudmlKX_uoQRR7d1B9D1-YYooM95XUQHZt3s=3D386">
    <span>
    <strong>Will Smith eating spaghetti=
    and other weird AI benchmarks that took off in 2024 (3 minute read)</stron=

    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    A look at the weird AI benchmarks the i= nternet has invented, like Connect 4, Minecraft, and Will Smith eating spag= hetti.
    </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%2Faustinhenley.com%2Fblog%2F25yearsofai.html%3Futm_source= =3Dtldrnewsletter/1/0100019421a64ec4-e4805dbc-2783-4968-8832-f13b4e2726be-0= 00000/rGc5oP1xaR5uZv40j96-WNb9a9L3aQsUevxyQEfEll0=3D386">
    <span>
    <strong>My 25-year adventure in AI = and ML (6 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    A look over the major AI/ML projects th=
    at Austin Z. Henley, Associate Teaching Professor at Carnegie Mellon Univer= sity, worked on during his 25-year career.
    </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=

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