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  • TSMC sales surge 📈, Amazon hits 1000th sat 🛰️, supercapacitor cement 🧱

    From TLDR Hardware@VERT to All on Fri Oct 9 13:18:01 2026
    --Pd74cAkl
    Content-Type: text/plain; charset=utf-8
    Content-Transfer-Encoding: quoted-printable

    TSMC reported revenue of $511.86 billion New Taiwan dollars for
    September=
    , a 54.6% year-over-year increase. Demand for advanced AI
    chips=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


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

    =09=09TLDR =


    TLDR HARDWARE 2026-10-09

    =F0=9F=93=B1=20

    HEADLINES AND LAUNCH=
    ES

    TSMC'S SEPTEMBER SALES SURGE YEAR-OVER-YEAR AS AI DRIVES CHIP DEMA=
    ND
    (1 MINUTE READ) [4]=20

    TSMC reported revenue of $511.86 billion Ne=
    w Taiwan dollars for
    September, a 54.6% year-over-year increase. Demand f=
    or advanced AI
    chips, driven by customers like Nvidia and Apple, boosted =
    sales. TSMC
    has also committed to using ASML's advanced lithography machi=
    nes to
    enhance chip production.=20

    AMAZON BUILDS ITS 1,000TH LEO SATE=
    LLITE AT 27 A WEEK, BUT ONLY 396
    ARE IN ORBIT (3 MINUTE READ) [5]=20

    =
    Amazon built its 1,000th Leo broadband satellite at its Kirkland,
    Washing=
    ton plant, which took six months to produce its first 27 and
    now turns ou=
    t 27 a week. It builds propulsion in-house and borrowed
    consumer electron=
    ics methods to cut tests that took weeks down to
    hours. The bottleneck is=
    launch: only 396 are in orbit against 3,232
    needed, and the Vulcan groun=
    ding and a New Glenn pad explosion cost
    Amazon FCC spectrum priority.=20
    =

    =F0=9F=94=A8=20

    ENGINEERING AND APPLICATIONS

    ANDERON AIMS TO IN=
    DUSTRIALIZE QUANTUM CHIP FABRICATION (5 MINUTE
    READ) [6]=20

    IEEE Spec=
    trum examines the up-to-$1B CHIPS R&D award finalized for
    IBM spinoff And=
    eron in September. IBM is matching that funding with
    $1B, while Anderon u=
    ses a 300mm Albany line and plans foundry services
    and process design kit=
    s for outside developers. The challenge is
    repeatable fabrication, includ=
    ing tighter control of Josephson
    junctions, rather than simply adding waf=
    er capacity.=20

    GOOGLE OPEN-SOURCES ML DRIFT, A GPU ENGINE THAT RUNS ON=
    E SHADER SET
    ACROSS OPENCL, METAL, WEBGPU, AND OPENGL ES (4 MINUTE READ) =
    [7]=20

    Tensor virtualization decouples a tensor's logical layout from i=
    ts
    physical GPU allocation, so one shader template replaces separate
    ba=
    ckend-specific codebases. For edge LLMs, ML Drift switches kernels
    betwee=
    n compute-bound prefill and memory-bound decode, using a
    convolution-alig=
    ned KV cache layout and in-kernel activation
    quantization to skip memory =
    roundtrips. It cut YouTube Shorts frame
    latency by up to 40%, and Google =
    co-optimized it with Arm, Intel, and
    Qualcomm GPUs.=20

    =F0=9F=A7=A0 =


    RESEARCH AND PROTOTYPES

    SUPERCAPACITOR CEMENT IS KEY TO BUILDIN=
    GS THAT STORE THEIR OWN POWER
    (3 MINUTE READ) [8]=20

    Scientists from =
    the Harbin Institute of Technology developed a
    cement-based supercapacito=
    r capable of powering small devices like
    LEDs. The device uses a 3D-print=
    ed electrode ink made from carbon
    nanotubes and cement, enabling fast ene=
    rgy discharge. Future research
    will enhance cold-weather performance, pot=
    entially allowing buildings
    to store energy and support smart environment=
    s.=20

    AWS LAUNCHES AN OPEN-SOURCE PHYSICAL AI TOOLCHAIN FOR ROBOTICS (5=

    MINUTE READ) [9]=20

    The toolchain covers synthetic data generation, =
    training, simulation
    and validation, edge deployment and continuous impro=
    vement. It uses
    SageMaker for training and IoT Greengrass for pushing mod=
    els to
    devices, plus NVIDIA's Isaac Sim, Isaac Lab, GR00T, and Cosmos. AW=
    S
    says it is not a direct replacement for RoboMaker, which shut down in=

    2025.=20

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

    MISCELLANEOUS

    TOO MANY QUANTUM STAR=
    TUPS, TOO LITTLE MONEY TO KEEP THEM ALIVE (3
    MINUTE READ) [10]=20

    Gar=
    tner predicts that over half of quantum startups will fail by 2030
    due to=
    a market unable to generate sufficient revenue. Despite this,
    companies =
    are investing in quantum technologies for their potential
    business advant=
    ages, focusing on building expertise rather than
    waiting for technologica=
    l maturity. The public sector and financial
    industries are expected to le=
    ad quantum computing investments, with
    spending reaching $245 million and=
    $289 million by 2027 and 2028,
    respectively.=20

    THERE'S A HIDDEN UPS=
    IDE TO THE RAMPOCALYPSE FOR APPLE (1 MINUTE READ)
    [11]=20

    Apple gaine=
    d a full percentage point in market share year-over-year
    as RAM price inc=
    reases led to a 20% decrease in overall PC shipments.
    Despite this downtu=
    rn, Apple was less affected than most competitors.
    With prices expected t=
    o worsen, Apple's resilience highlights its
    strong customer base willing =
    to invest in new devices.=20

    =E2=9A=A1=20

    QUICK LINKS

    AWS LAUNC=
    HES AN OPEN-SOURCE PHYSICAL AI TOOLCHAIN FOR ROBOTICS (5
    MINUTE READ) [9]=
    =20

    The toolchain covers synthetic data generation, training, simulatio=
    n
    and validation, edge deployment, and continuous improvement.=20

    NVI=
    DIA'S SAFETY STACK FOR PHYSICAL AI (5 MINUTE READ) [12]=20

    NVIDIA expan=
    ded its Halos safety system from self-driving cars to
    robots with Halos f=
    or Robotics in June.=20

    MICROSOFT'S SURFACE LAPTOP ULTRA BRINGS NVIDIA'=
    S RTX SPARK TO A
    15-INCH, $2,600 LAPTOP (3 MINUTE READ) [13]=20

    Micro=
    soft's 15-inch Surface Laptop Ultra runs Nvidia's RTX Spark
    superchip, pa=
    iring up to a 20-core Grace CPU and Blackwell graphics
    with up to 128GB o=
    f unified memory, enough for local agents on models
    up to 120B parameters=
    .=20

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

    If your company is in=
    terested in reaching an audience of hardware
    professionals and decision m=
    akers, you may want to ADVERTISE WITH US
    [14].=20

    Want to work at TLDR=
    ? =F0=9F=92=BC

    APPLY HERE [15], CREATE YOUR OWN ROLE [16] or send a f=
    riend's resume
    to jobs@tldr.tech and get $1k if we hire them! TLDR is one=
    of INC.'S
    BEST BOOTSTRAPPED BUSINESSES [17] of 2025.=20

    If you have =
    any comments or feedback, just respond to this email!=20

    Thanks for read=
    ing,=20
    Andrew Tan [18], Adi Nikumbh [19], Kshitij Sudan [20], & Kat Scott=

    [21]=20

    Manage your subscriptions [22] to our other newsletters on t=
    ech,
    startups, and programming. Or if TLDR Hardware isn't for you, please=

    unsubscribe [23].=20

    =20

    Links:
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    --Pd74cAkl
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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">TSMC repor= ted revenue of $511.86 billion New Taiwan dollars for September, a 54.6% ye= ar-over-year increase. Demand for advanced AI chips&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;&nb= sp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nb= sp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nb= sp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nb= sp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nb= sp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nb= sp;=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 Hardware <span id=3D"date">2026-10-09</span></strong></h1> </div>
    </td></tr></tbody></table>

    <table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody></t= body></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>Headlines and Launches</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.cnbc.com%2F2026%2F10%2F08%2Ftsmc-september-sales-hi= t-another-record-as-ai-boom-rolls-on.html%3Futm_source=3Dtldrhardware/1/010= 001a120d04036-180c90d2-76a0-4cb9-9279-e257dafad7f0-000000/7tMCBHDx1aWnsGkcs= JCbuOpTamimmMrkeOQokLgNffI=3D452">
    <span>
    <strong>TSMC's September sales surg=
    e year-over-year as AI drives chip demand (1 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    TSMC reported revenue of $511.86 billio=
    n New Taiwan dollars for September, a 54.6% year-over-year increase. Demand=
    for advanced AI chips, driven by customers like Nvidia and Apple, boosted = sales. TSMC has also committed to using ASML's advanced lithography machine=
    s to enhance chip production.
    </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%2Farstechnica.com%2Fspace%2F2026%2F10%2Famazon-builds-100= 0th-satellite-is-weeks-away-from-space-internet-rollout%3Futm_source=3Dtldr= hardware/1/010001a120d04036-180c90d2-76a0-4cb9-9279-e257dafad7f0-000000/eB0= FOLx4XI64vvEIXlQFRFPGQ9bKK9FhMs3yjgKbgX0=3D452">
    <span>
    <strong>Amazon builds its 1,000th L=
    eo satellite at 27 a week, but only 396 are in orbit (3 minute read)</stron=

    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Amazon built its 1,000th Leo broadband = satellite at its Kirkland, Washington plant, which took six months to produ=
    ce its first 27 and now turns out 27 a week. It builds propulsion in-house = and borrowed consumer electronics methods to cut tests that took weeks down=
    to hours. The bottleneck is launch: only 396 are in orbit against 3,232 ne= eded, and the Vulcan grounding and a New Glenn pad explosion cost Amazon FC=
    C spectrum priority.
    </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= =94=A8</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>Engineering and Applications</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%2Fspectrum.ieee.org%2Fanderon-quantum-fab%3Futm_source=3D= tldrhardware/1/010001a120d04036-180c90d2-76a0-4cb9-9279-e257dafad7f0-000000= /dqm6iYDNeDznLS3GfEwGzUS3nQrY43ZIeUXx3MIetxE=3D452">
    <span>
    <strong>Anderon aims to industriali=
    ze quantum chip fabrication (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    IEEE Spectrum examines the up-to-$1B CH= IPS R&amp;D award finalized for IBM spinoff Anderon in September. IBM is ma= tching that funding with $1B, while Anderon uses a 300mm Albany line and pl= ans foundry services and process design kits for outside developers. The ch= allenge is repeatable fabrication, including tighter control of Josephson j= unctions, rather than simply adding wafer capacity.
    </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%2Fdevelopers.googleblog.com%2Fml-drift-next-gen-gpu-aiml-= inference-at-the-edge%3Futm_source=3Dtldrhardware/1/010001a120d04036-180c90= d2-76a0-4cb9-9279-e257dafad7f0-000000/K69Av_3JYdROFAlu4FW0RvU5V0Y5hZaKpD_7f= gr1gPE=3D452">
    <span>
    <strong>Google open-sources ML Drif=
    t, a GPU engine that runs one shader set across OpenCL, Metal, WebGPU, and = OpenGL ES (4 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Tensor virtualization decouples a tenso= r's logical layout from its physical GPU allocation, so one shader template=
    replaces separate backend-specific codebases. For edge LLMs, ML Drift swit= ches kernels between compute-bound prefill and memory-bound decode, using a=
    convolution-aligned KV cache layout and in-kernel activation quantization =
    to skip memory roundtrips. It cut YouTube Shorts frame latency by up to 40%=
    , and Google co-optimized it with Arm, Intel, and Qualcomm GPUs.
    </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= =A7=A0</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>Research and Prototypes</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%2Fnewatlas.com%2Fenergy%2Fcement-based-supercapacitor%2F%= 3Futm_source=3Dtldrhardware/1/010001a120d04036-180c90d2-76a0-4cb9-9279-e257= dafad7f0-000000/uILpmS0kCpXY2-TU6561cgedDQch67tzGojwYcqor9I=3D452">
    <span>
    <strong>Supercapacitor cement is ke=
    y to buildings that store their own power (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Scientists from the Harbin Institute of=
    Technology developed a cement-based supercapacitor capable of powering sma=
    ll devices like LEDs. The device uses a 3D-printed electrode ink made from = carbon nanotubes and cement, enabling fast energy discharge. Future researc=
    h will enhance cold-weather performance, potentially allowing buildings to = store energy and support smart environments.
    </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.therobotreport.com%2Faws-launches-open-source-physi= cal-ai-toolchain-for-robotics%2F%3Futm_source=3Dtldrhardware/1/010001a120d0= 4036-180c90d2-76a0-4cb9-9279-e257dafad7f0-000000/MAUIRoMC76bStqd5ahHPiZ2-jI= o1MoTSW36GKWvFj4U=3D452">
    <span>
    <strong>AWS Launches an Open-Source=
    Physical AI Toolchain for Robotics (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The toolchain covers synthetic data gen= eration, training, simulation and validation, edge deployment and continuou=
    s improvement. It uses SageMaker for training and IoT Greengrass for pushin=
    g models to devices, plus NVIDIA's Isaac Sim, Isaac Lab, GR00T, and Cosmos.=
    AWS says it is not a direct replacement for RoboMaker, which shut down in = 2025.
    </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%2Fwww.theregister.com%2Fsystems%2F2026%2F10%2F08%2Ftoo-ma= ny-quantum-startups-too-little-money-to-keep-them-alive%2F5302025%3Futm_sou= rce=3Dtldrhardware/1/010001a120d04036-180c90d2-76a0-4cb9-9279-e257dafad7f0-= 000000/ImCGo5foml6KIaYa2tNvKmTuL2LLwTCUD1YC9OfnnjQ=3D452">
    <span>
    <strong>Too many quantum startups, = too little money to keep them alive (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Gartner predicts that over half of quan= tum startups will fail by 2030 due to a market unable to generate sufficien=
    t revenue. Despite this, companies are investing in quantum technologies fo=
    r their potential business advantages, focusing on building expertise rathe=
    r than waiting for technological maturity. The public sector and financial = industries are expected to lead quantum computing investments, with spendin=
    g reaching $245 million and $289 million by 2027 and 2028, respectively.
    </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%2Fappleinsider.com%2Farticles%2F26%2F10%2F08%2Ftheres-a-h= idden-upside-to-the-rampocalypse-for-apple%3Futm_source=3Dtldrhardware/1/01= 0001a120d04036-180c90d2-76a0-4cb9-9279-e257dafad7f0-000000/jZyakYnREV-SziFF= _2nGwZ9VlBlSdfsecI1SruN9rDY=3D452">
    <span>
    <strong>There's a hidden upside to = the rampocalypse for Apple (1 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Apple gained a full percentage point in=
    market share year-over-year as RAM price increases led to a 20% decrease i=
    n overall PC shipments. Despite this downturn, Apple was less affected than=
    most competitors. With prices expected to worsen, Apple's resilience highl= ights its strong customer base willing to invest in new devices.
    </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;">=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;">
    <div class=3D"text-block">
    <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%2Fwww.therobotreport.com%2Faws-launches-open-source-physi= cal-ai-toolchain-for-robotics%2F%3Futm_source=3Dtldrhardware/2/010001a120d0= 4036-180c90d2-76a0-4cb9-9279-e257dafad7f0-000000/ISAuWiDidqj4CKvlYnTKWY_Wmn= 2LGo4LNkPmG8CnXiU=3D452">
    <span>
    <strong>AWS Launches an Open-Source=
    Physical AI Toolchain for Robotics (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The toolchain covers synthetic data gen= eration, training, simulation and validation, edge deployment, and continuo=
    us improvement.
    </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%2Farstechnica.com%2Fai%2F2026%2F10%2Fnvidias-big-bet-on-p= hysical-ai-aims-for-safer-robotaxis-humanoid-robots%2F%3Futm_source=3Dtldrh= ardware/1/010001a120d04036-180c90d2-76a0-4cb9-9279-e257dafad7f0-000000/PoFU= TpWNNxDBXDLP_0Lc8jTt9fr77V0vkN0NzdUB2hU=3D452">
    <span>
    <strong>NVIDIA's Safety Stack for P= hysical AI (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    NVIDIA expanded its Halos safety system=
    from self-driving cars to robots with Halos for Robotics in June.
    </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>
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