• Tesla & SpaceX's Terafab 🏭, Domestic polysilicon protected 🛡️, Wafer polishing breakthrough ✨

    From TLDR Hardware@VERT to All on Mon Aug 10 13:48:21 2026
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    Tesla and SpaceX confirmed Terafab, their jointly developed chip
    factory,=
    will rise in Grimes County, Texas outside Houston, with an
    initial
    $16=
    .8B=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0


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    =09=09TLDR=20

    TLDR HARDWARE 2026-08-10

    =F0=9F=93=B1=20

    HEADLINES=
    AND LAUNCHES

    TESLA AND SPACEX COMMIT $16.8B TO BUILD "TERAFAB," A
    =
    100-MILLION-SQUARE-FOOT CHIP PLANT IN TEXAS (3 MINUTE READ) [4]=20

    Tesl=
    a and SpaceX confirmed Terafab, their jointly developed chip
    factory, wil=
    l rise in Grimes County, Texas outside Houston, with an
    initial $16.8 bil=
    lion investment toward what Musk calls the largest
    building on Earth by m=
    anufacturing footprint. The vertically
    integrated site will handle manufa=
    cturing, packaging, and testing of
    both logic and memory chips, split bet=
    ween edge-inference silicon for
    Optimus robots and self-driving Cybercabs=
    and high-power chips for
    SpaceX's planned space-based data centers, with=
    SpaceX filings
    suggesting total spend across the project's multiple phas=
    es could
    reach $119 billion.=20

    TRUMP SIGNS EXECUTIVE ORDER PROTECTIN=
    G US POLYSILICON INDUSTRY (3
    MINUTE READ) [5]=20

    Trump signed a Secti=
    on 232 proclamation setting minimum import prices
    on polysilicon and its =
    derivatives (the raw material behind both
    semiconductors and solar panels=
    ) along with a 15% tariff on downstream
    products, aiming to shield US pro=
    ducers from Chinese dumping. The
    order also authorizes Commerce to create=
    an incentive program for
    companies building or expanding domestic polysi=
    licon facilities, part
    of a broader push to rebuild a supply chain that's=
    shrunk from 50% of
    global production capacity in 2005 to under 2% today,=
    with China now
    supplying roughly 90%. The remedies take effect 120 days =
    after
    signing.=20

    =F0=9F=94=A8=20

    ENGINEERING AND APPLICATIONS
    =

    CHINESE CHIP TOOLMAKER CLAIMS WAFER POLISHING BREAKTHROUGH (3 MINUTE
    =
    READ) [6]=20

    Chinese equipment maker Hwatsing Technology has announced =
    China's
    first in-line metrology system integrated directly into chemical=

    mechanical polishing tools for six-inch wafers. By capturing real-time=

    measurements before and after polishing, the system feeds live
    operati=
    onal data back to control systems to improve wafer surface
    uniformity and=
    minimize material waste. Shipped to a leading domestic
    optical silicon s=
    upplier, this chemical mechanical polishing
    breakthrough demonstrates how=
    domestic toolmakers are quietly closing
    critical manufacturing gaps beyo=
    nd advanced lithography, enhancing
    overall yield for mature semiconductor=
    production lines across China.=20

    THE REAL DEBATE IN AI-RAN ISN'T WHET=
    HER AI BELONGS IN 6G, IT'S WHERE
    (4 MINUTE READ) [7]=20

    As the 3GPP p=
    repares to set 6G's direction this September, Nokia and
    Nvidia's $1 billi=
    on partnership is pushing to put GPU-grade AI
    hardware directly inside ra=
    dio access network equipment, with early
    trials at T-Mobile already runni=
    ng live 5G connections and AI video
    tasks on the same server. Skeptics li=
    ke analyst John Strand and
    telecom CTO Kim Kyllesbech Larsen argue there'=
    s no clear economic case
    yet for loading every cell tower with expensive =
    AI hardware,
    especially since wireless efficiency is already near its the=
    oretical
    limits and some AI gains are achievable in software on existing=

    infrastructure. Researcher Merouane Debbah frames the real
    architectur=
    e question as hierarchical: small, fast models embedded
    directly in radio=
    s for real-time decisions, more capable models at
    edge sites, and large f=
    oundation models running centrally for
    reasoning and coordination.=20

    =
    =F0=9F=A7=A0=20

    RESEARCH AND PROTOTYPES

    =CE=A9-0: ONE MODEL LETS H=
    UMANOID ROBOTS WALK AND MANIPULATE OBJECTS AT
    THE SAME TIME (3 MINUTE REA=
    D) [8]=20

    Household chores usually require a robot to move, keep its ba=
    lance,
    and manipulate an object all at once, but most humanoid policies s=
    till
    treat locomotion and manipulation as separate problems solved one
    =
    after another. =CF=89-0 instead predicts whole-body actions directly,
    usi=
    ng compact learned representations of what the robot expects to see
    next =
    as a lightweight guide, rather than trying to generate full
    future video =
    frames, which keeps the model fast enough for real-time
    control while sti=
    ll reasoning about how the scene will change.=20

    FOUR DECADES OF IN-FAB=
    METROLOGY AND INSPECTION: PIVOTAL MILESTONES
    AND ROAD AHEAD (4 MINUTE RE=
    AD) [9]=20

    Research institute imec published a comprehensive overview d=
    etailing
    four decades of in-fab metrology and inspection evolution across=
    logic
    transistor scaling roadmaps. The review analyzes four distinct
    i=
    ndustry eras: predictable happy scaling, initial device material
    innovati=
    ons, FinFET architecture transitions, and advanced EUV
    lithography adopti=
    on. As dimensional scaling reaches physical two
    nanometer limits and arti=
    ficial intelligence workloads require 3D
    system stack integration, imec p=
    resents a forward-looking metrology
    framework combining specialized hardw=
    are sensor extensions with
    data-driven inspection algorithms to ensure ma=
    nufacturing yield and
    process sustainability.=20

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

    MI=
    SCELLANEOUS

    SPACEX MAY DEPLOY 10GW DATACENTERS IN SPACE BY 2027 (4 MI=
    NUTE READ)
    [10]=20

    Research firm SemiAnalysis projects that SpaceX is=
    on track to build
    10 gigawatts of AI compute capacity by the end of 2027=
    . Driven by
    sky-high inference margins generating over $100 billion per g=
    igawatt
    annually for AI labs, SpaceX's "speed first" infrastructure strat=
    egy
    bypasses traditional data center construction bottlenecks. Offering=

    rapid deployment alongside flexible 90-day cancellation clauses,
    Space=
    X is securing massive off-take commitments with major
    hyperscalers like M=
    icrosoft. This aggressive expansion could drive up
    to $300 billion in ann=
    ual recurring revenue.=20

    JANE STREET'S NEW PUZZLE: REVERSE ENGINEER AN=
    ASIC FROM ITS RAW CHIP
    LAYOUT (5 MINUTE READ) [11]=20

    Jane Street re=
    leased a public puzzle, handing out only the final GDS
    file for a chip it=
    designed, the raw geometric layout of every
    transistor and metal layer t=
    hat a foundry uses to fabricate silicon,
    with nothing labeled. Solvers ha=
    ve to recover a netlist (the
    underlying logic gates and how they connect)=
    directly from that
    layout, figure out what the circuit actually does, th=
    en use it to
    extract a hidden output value, all using free open-source to=
    ols like
    KLayout or Magic VLSI.=20

    =E2=9A=A1=20

    QUICK LINKS

    S=
    K HYNIX DETAILS $38 BILLION SPEND PLANS FOR BILLION ON CHIP FACTORY
    EXPAN=
    SION (3 MINUTE READ) [12]=20

    SK Hynix approved a 54 trillion won ($38 b=
    illion) capital investment
    to construct two massive memory fabrication fa=
    cilities to address
    looming AI infrastructure bottlenecks.=20

    HADRIAN=
    VALUED AT NEARLY $8B AFTER RAISING $1.37B TO EXPAND
    AI-POWERED DEFENSE F=
    ACTORIES (3 MINUTE READ) [13]=20

    Hadrian, which builds automated factor=
    ies using AI and robotics to
    mass-produce precision parts for submarines,=
    munitions, and drones,
    closed a $1.37 billion Series D at a $7.87 billio=
    n valuation, more
    than quadrupling its worth since January as it expands =
    its
    manufacturing footprint to nearly three million square feet across
    =
    four US facilities.=20

    CHINESE CHIPMAKERS POISED TO WIN (3 MINUTE READ)=
    [14]=20

    Chinese AI chipmakers are poised for significant growth as Bei=
    jing
    pushes self-reliance and Chinese companies plan to increase their
    =
    spending on domestically made AI accelerators from 30% to 46% over the
    ne=
    xt year.=20

    ATI ROBOTICS BUILT A NEARLY CHINA-FREE HUMANOID ROBOT, AND =
    THE TIMING
    LOOKS PRESCIENT (4 MINUTE READ) [15]=20

    Indian startup Ati=
    Robotics assembles its humanoid robots almost
    entirely from local and no=
    n-Chinese suppliers.=20

    FORMER SK HYNIX EMPLOYEE JAILED FOR LEAKING INF=
    ORMATION TO A CHINESE
    FIRM (2 MINUTE READ) [16]=20

    South Korea's Seou=
    l High Court upheld an 18-month prison sentence for
    a former SK Hynix emp=
    loyee who printed and photographed internal
    documents on CMOS image senso=
    r technology and disclosed some of it to
    an unnamed Chinese firm's resume=
    submission back in 2022.=20

    AI'S LATEST ROCKET SHIP IS AN OLD SCHOOL, =
    28-YEAR-OLD DATA COMPANY (4
    MINUTE READ) [17]=20

    DataDirect Networks,=
    a 28-year-old managed data storage provider
    founded by Alex Bouzari, is =
    experiencing massive growth driven by the
    generative artificial intellige=
    nce boom's requirements for
    high-performance storage architectures and KV=
    cache acceleration
    solutions.=20

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    Thanks for reading,=20
    Kshitij Sudan [22] & Adi Ni=
    kumbh [23]=20

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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">Tesla and = SpaceX confirmed Terafab, their jointly developed chip factory, will rise i=
    n Grimes County, Texas outside Houston, with an initial $16.8B&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 Hardware <span id=3D"date">2026-08-10</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;">

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    <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%2Ftechcrunch.com%2F2026%2F08%2F06%2Ftesla-and-spacex-will= -invest-16-8b-to-start-building-terafab-chip-factory-in-texas%2F%3Futm_sour= ce=3Dtldrhardware/1/0100019febee7817-ff913a76-3df9-4ac0-8c95-4da889ddbcbb-0= 00000/Ua5X7E-QRwQhkQQW-KE39vvbdp3TlR9Mc9KNXZnfAMk=3D452">
    <span>
    <strong>Tesla and SpaceX Commit $16= .8B to Build "Terafab," a 100-Million-Square-Foot Chip Plant in Texas (3 mi= nute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Tesla and SpaceX confirmed Terafab, the=
    ir jointly developed chip factory, will rise in Grimes County, Texas outsid=
    e Houston, with an initial $16.8 billion investment toward what Musk calls = the largest building on Earth by manufacturing footprint. The vertically in= tegrated site will handle manufacturing, packaging, and testing of both log=
    ic and memory chips, split between edge-inference silicon for Optimus robot=
    s and self-driving Cybercabs and high-power chips for SpaceX's planned spac= e-based data centers, with SpaceX filings suggesting total spend across the=
    project's multiple phases could reach $119 billion.
    </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%2FjSnyv1/1/0100019febee7817-ff= 913a76-3df9-4ac0-8c95-4da889ddbcbb-000000/SyUtnMRFJU52yqh9UOYH2Ywh08Y6q0IN9= _FWOpYKWXM=3D452">
    <span>
    <strong>Trump Signs Executive Order=
    Protecting US Polysilicon Industry (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Trump signed a Section 232 proclamation=
    setting minimum import prices on polysilicon and its derivatives (the raw = material behind both semiconductors and solar panels) along with a 15% tari=
    ff on downstream products, aiming to shield US producers from Chinese dumpi= ng. The order also authorizes Commerce to create an incentive program for c= ompanies building or expanding domestic polysilicon facilities, part of a b= roader push to rebuild a supply chain that's shrunk from 50% of global prod= uction capacity in 2005 to under 2% today, with China now supplying roughly=
    90%. The remedies take effect 120 days after signing.
    </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%2Fwww.scmp.com%2Ftech%2Ftech-trends%2Farticle%2F3363308%2= Fbeyond-lithography-chinese-chip-toolmaker-achieves-wafer-polishing-breakth= rough%3Futm_source=3Dtldrhardware/1/0100019febee7817-ff913a76-3df9-4ac0-8c9= 5-4da889ddbcbb-000000/u0FZd4-yFMtgKAYN0gPxETI5_xHc3I7BxPWFDZlS5jc=3D452">
    <span>
    <strong>Chinese Chip Toolmaker Clai=
    ms Wafer Polishing Breakthrough (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Chinese equipment maker Hwatsing Techno= logy has announced China's first in-line metrology system integrated direct=
    ly into chemical mechanical polishing tools for six-inch wafers. By capturi=
    ng real-time measurements before and after polishing, the system feeds live=
    operational data back to control systems to improve wafer surface uniformi=
    ty and minimize material waste. Shipped to a leading domestic optical silic=
    on supplier, this chemical mechanical polishing breakthrough demonstrates h=
    ow domestic toolmakers are quietly closing critical manufacturing gaps beyo=
    nd advanced lithography, enhancing overall yield for mature semiconductor p= roduction lines across China.
    </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%2Fai-ran-6g%3Futm_source=3Dtldrhardwa= re/1/0100019febee7817-ff913a76-3df9-4ac0-8c95-4da889ddbcbb-000000/pix5Zaymj= Uc3ILqNMEIoPDj2wW7SfVlvZ5FM8rwNwX0=3D452">
    <span>
    <strong>The Real Debate in AI-RAN I= sn't Whether AI Belongs in 6G, It's Where (4 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    As the 3GPP prepares to set 6G's direct= ion this September, Nokia and Nvidia's $1 billion partnership is pushing to=
    put GPU-grade AI hardware directly inside radio access network equipment, = with early trials at T-Mobile already running live 5G connections and AI vi= deo tasks on the same server. Skeptics like analyst John Strand and telecom=
    CTO Kim Kyllesbech Larsen argue there's no clear economic case yet for loa= ding every cell tower with expensive AI hardware, especially since wireless=
    efficiency is already near its theoretical limits and some AI gains are ac= hievable in software on existing infrastructure. Researcher Merouane Debbah=
    frames the real architecture question as hierarchical: small, fast models = embedded directly in radios for real-time decisions, more capable models at=
    edge sites, and large foundation models running centrally for reasoning an=
    d coordination.
    </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%2Farxiv.org%2Fabs%2F2608.06375%3Futm_source=3Dtldrhardwar= e/1/0100019febee7817-ff913a76-3df9-4ac0-8c95-4da889ddbcbb-000000/3DM1yUWvbr= 99mUP6ZKtY66SaX5t-AfBs08I9Ce17Pp0=3D452">
    <span>
    <strong>=CF=89-0: One Model Lets Hu= manoid Robots Walk and Manipulate Objects at the Same Time (3 minute read)<= /strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Household chores usually require a robo=
    t to move, keep its balance, and manipulate an object all at once, but most=
    humanoid policies still treat locomotion and manipulation as separate prob= lems solved one after another. =CF=89-0 instead predicts whole-body actions=
    directly, using compact learned representations of what the robot expects =
    to see next as a lightweight guide, rather than trying to generate full fut= ure video frames, which keeps the model fast enough for real-time control w= hile still reasoning about how the scene will change.
    </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.imec-int.com%2Fen%2Farticles%2Ffour-decades-fab-met= rology-and-inspection-pivotal-milestones-and-road-ahead%3Futm_source=3Dtldr= hardware/1/0100019febee7817-ff913a76-3df9-4ac0-8c95-4da889ddbcbb-000000/ixy= ISFRCNewCO7Udf1JN5mRnu_S5ufPRZlePSkp1koM=3D452">
    <span>
    <strong>Four Decades of In-Fab Metr= ology and Inspection: Pivotal Milestones and Road Ahead (4 minute read)</st= rong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Research institute imec published a com= prehensive overview detailing four decades of in-fab metrology and inspecti=
    on evolution across logic transistor scaling roadmaps. The review analyzes = four distinct industry eras: predictable happy scaling, initial device mate= rial innovations, FinFET architecture transitions, and advanced EUV lithogr= aphy adoption. As dimensional scaling reaches physical two nanometer limits=
    and artificial intelligence workloads require 3D system stack integration,=
    imec presents a forward-looking metrology framework combining specialized = hardware sensor extensions with data-driven inspection algorithms to ensure=
    manufacturing yield and process sustainability.
    </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%2Fnewsletter.semianalysis.com%2Fp%2Fspacex-10gw-in-2027-w= hy-its-real%3Futm_source=3Dtldrhardware/1/0100019febee7817-ff913a76-3df9-4a= c0-8c95-4da889ddbcbb-000000/VmbRfK5ODUmDS9O436ePQ-j3bFQBVl93NfY6P24kWY8=3D4=

    <span>
    <strong>SpaceX May Deploy 10GW Data= centers in Space by 2027 (4 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Research firm SemiAnalysis projects tha=
    t SpaceX is on track to build 10 gigawatts of AI compute capacity by the en=
    d of 2027. Driven by sky-high inference margins generating over $100 billio=
    n per gigawatt annually for AI labs, SpaceX's "speed first" infrastructure = strategy bypasses traditional data center construction bottlenecks. Offerin=
    g rapid deployment alongside flexible 90-day cancellation clauses, SpaceX i=
    s securing massive off-take commitments with major hyperscalers like Micros= oft. This aggressive expansion could drive up to $300 billion in annual rec= urring revenue.
    </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%2Fblog.janestreet.com%2Fcan-you-reverse-engineer-an-asic%= 2F%3Futm_source=3Dtldrhardware/1/0100019febee7817-ff913a76-3df9-4ac0-8c95-4= da889ddbcbb-000000/ARgrJoj5BD7jaAeXv4ClhlMZd7qzRJVsoMVaLYGbsUM=3D452">
    <span>
    <strong>Jane Street's New Puzzle: R= everse Engineer an ASIC From Its Raw Chip Layout (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Jane Street released a public puzzle, h= anding out only the final GDS file for a chip it designed, the raw geometri=
    c layout of every transistor and metal layer that a foundry uses to fabrica=
    te silicon, with nothing labeled. Solvers have to recover a netlist (the un= derlying logic gates and how they connect) directly from that layout, figur=
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    <h1><strong>Quick Links</strong></h1>
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