• Nvidia's new chip ⚡, Boston Dynamics production robot 🤖, agent harnesses 👨‍💻

    From TLDR@VERT to All on Tue Jan 6 11:23:15 2026
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    Nvidia plans to start shipping its Vera Rubin AI chip later this year.
    Th=
    e chip has been in development for three
    years=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

    NVIDIA DETAILS NEW AI CHIPS AN=
    D AUTONOMOUS CAR PROJECT WITH MERCEDES
    (7 MINUTE READ) [5]=20

    Nvidia =
    plans to start shipping its Vera Rubin AI chip later this
    year. The chip,=
    designed to fulfill AI requests more quickly and
    cheaply than its predec=
    essors, has been in development for three
    years. Nvidia's CEO, Jensen Hua=
    ng, discussed the company's
    surprisingly ambitious work around autonomous=
    vehicles during CES
    2026. Mercedes-Benz plans to start shipping cars equ=
    ipped with Nvidia
    self-driving technology this year.=20

    BOSTON DYNAMI=
    CS ANNOUNCES PRODUCTION-READY VERSION OF ATLAS ROBOT AT
    CES 2026 (2 MINUT=
    E READ) [6]=20

    Boston Dynamics' Atlas humanoid robot is entering produc=
    tion. The
    first companies to receive deployments will be Hyundai and Goog=
    le
    DeepMind. The final version of Atlas can work autonomously, via a
    te=
    leoperator, or with a tablet steering interface, and perform a wide
    array=
    of industrial tasks. It has a reach of 7.5 feet and can lift up
    to 110 p=
    ounds.=20

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

    SCIENCE & FUTURISTIC TECHNOLOGY

    WHEN =
    AWS GREW WINGS: THE =E2=80=9CBORING=E2=80=9D GENIUS OF AMAZON LEO (5 MINUTE=

    READ) [7]=20

    Amazon Leo, formerly known as Project Kuiper, will laun=
    ch in the
    first quarter of this year with a three-tier hardware strategy =
    that
    will first target the US, UK, Germany, France, and Canada. Customers=

    will be able to choose between three terminals: Leo Nano, which is
    cap=
    able of delivering 100 Mbps; Leo Pro, a standard unit that can push
    400 M=
    bps; and Leo Ultra, an enterprise terminal capable of 1 Gbps. The
    smaller=
    terminals will help the service scale, while the Ultra
    terminal signals =
    to traditional broadband providers that Amazon plans
    to support them rath=
    er than bypass them.=20

    FINGER-PRICK BLOOD TEST COULD OFFER EASIER WAY =
    TO DETECT ALZHEIMER'S,
    RESEARCHERS SAY (4 MINUTE READ) [8]=20

    Dried b=
    lood analysis could be a feasible and scalable way to detect
    the brain ch=
    anges linked to Alzheimer's. Researchers have developed a
    dried blood tes=
    t that, while less accurate than traditional blood
    tests, showed good abi=
    lity to distinguish people with
    Alzheimer's-related disease. The method i=
    s cheaper than traditional
    testing and could potentially be performed out=
    side of clinical
    settings. The same technique could potentially be used t=
    o detect other
    conditions, such as multiple sclerosis and amyotrophic lat=
    eral
    sclerosis.=20

    =F0=9F=92=BB=20

    PROGRAMMING, DESIGN & DATA SCIEN=
    CE

    THE NEXT TWO YEARS OF SOFTWARE ENGINEERING (22 MINUTE READ) [9] =


    Change is the only constant. Keep a finger on technology trends to=

    avoid being caught off-guard by hype or doom. Update skills, diversify=

    abilities, and focus on uniquely human aspects to stay in the loop.
    Th=
    ere will always be demand for engineers who think holistically,
    learn con=
    tinuously, and drive technology toward solving real problems.


    THE =
    IMPORTANCE OF AGENT HARNESS IN 2026 (6 MINUTE READ) [10]=20

    An Agent Ha=
    rness is the infrastructure that wraps around an AI model
    to manage long-=
    running tasks. It is the system that governs how the
    agent operates. Agen=
    t harnesses turn vague, multistep agent workflows
    into structured data th=
    at can be logged and graded to improve systems.
    They can be used to valid=
    ate real-world progress, empower the user
    experience, and improve models =
    via real-world feedback.=20

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

    MISCELLANEOUS

    MY 20=
    26 AI BETS (A TIME CAPSULE) (10 MINUTE READ) [11]=20

    This year, multi-s=
    tep, tool-using, self-correcting loops will become
    the default way of wor=
    king. The gap between those who use AI
    effectively and those who do not w=
    ill become more obvious.
    Organizations will become more streamlined and d=
    eal with different
    risk models. Consultancies that help businesses become=
    'AI-native'
    will clean up.=20

    AMAZON ALEXA+ RELEASED TO THE GENERAL =
    PUBLIC VIA AN EARLY ACCESS
    WEBSITE (3 MINUTE READ) [12]=20

    Alexa+ is =
    now available to everyone through a free early access
    program. The AI is =
    now accessible as a chatbot on a website, similar
    to other AI products. A=
    lexa+ will be included with Amazon Prime
    memberships, which start at $15 =
    per month, or cost $20 per month as a
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    l in early access, reports say that
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    =E2=9A=A1=20

    QUICK LINKS
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    IT'S HARD TO JUSTIFY =
    TAHOE ICONS (20 MINUTE READ) [14]=20

    macOS Tahoe adds complex icons to =
    every menu item, which the
    Macintosh Human Interface Guidelines from 1992=
    explicitly says not to
    do.=20

    STINKING, SPONGY, DARK, HUGE: A SPIDER=
    WEB UNLIKE ANY SEEN BEFORE (6
    MINUTE READ) [15]=20

    Researchers disco=
    vered a spider web in a cave in the Balkans -
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    You need to consistently demonstrate that you can already handle=
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    MINIMAX IS SAID TO PLAN PRI=
    CING HONG KONG IPO AT TOP ON AI FERVOR (4
    MINUTE READ) [17]=20

    MiniMa=
    x has advised investors that it plans to sell shares at HK$165
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    NOVO NORDISK LAUNCHES WEGOVY WEIGHT-LOSS PILL IN US, TRIGGERING PRIC=
    E
    WAR (4 MINUTE READ) [18]=20

    The pill costs $149 a month for the sta=
    rting dose of 1.5mg.=20

    COMPOUND ENGINEERING - THE NEXT PARADIGM SHIFT =
    IN SOFTWARE
    ENGINEERING (20 MINUTE READ) [19]=20

    Compound engineering=
    is a fundamental shift in mindset where
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    to system orchestrators.=20

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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">Nvidia pla=
    ns to start shipping its Vera Rubin AI chip later this year. The chip has b= een in development for three years&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&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;</div>

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    <h1><strong>TLDR <span id=3D"date">2026-01-06</span></strong></h1>
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    </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>Nvidia Details New AI Chips=
    and Autonomous Car Project With Mercedes (7 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Nvidia plans to start shipping its Vera=
    Rubin AI chip later this year. The chip, designed to fulfill AI requests m= ore quickly and cheaply than its predecessors, has been in development for = three years. Nvidia's CEO, Jensen Huang, discussed the company's surprising=
    ly ambitious work around autonomous vehicles during CES 2026. Mercedes-Benz=
    plans to start shipping cars equipped with Nvidia self-driving technology = this year.
    </span>
    </span>
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    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

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    <span>
    <strong>Boston Dynamics announces p= roduction-ready version of Atlas robot at CES 2026 (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Boston Dynamics' Atlas humanoid robot i=
    s entering production. The first companies to receive deployments will be H= yundai and Google DeepMind. The final version of Atlas can work autonomousl=
    y, via a teleoperator, or with a tablet steering interface, and perform a w= ide array of industrial tasks. It has a reach of 7.5 feet and can lift up t=
    o 110 pounds.
    </span>
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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=

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    <span>
    <strong>When AWS Grew Wings: The = =E2=80=9CBoring=E2=80=9D Genius of Amazon Leo (5 minute read)</strong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Amazon Leo, formerly known as Project K= uiper, will launch in the first quarter of this year with a three-tier hard= ware strategy that will first target the US, UK, Germany, France, and Canad=
    a. Customers will be able to choose between three terminals: Leo Nano, whic=
    h is capable of delivering 100 Mbps; Leo Pro, a standard unit that can push=
    400 Mbps; and Leo Ultra, an enterprise terminal capable of 1 Gbps. The sma= ller terminals will help the service scale, while the Ultra terminal signal=
    s to traditional broadband providers that Amazon plans to support them rath=
    er than bypass them.
    </span>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Dried blood analysis could be a feasibl=
    e and scalable way to detect the brain changes linked to Alzheimer's. Resea= rchers have developed a dried blood test that, while less accurate than tra= ditional blood tests, showed good ability to distinguish people with Alzhei= mer's-related disease. The method is cheaper than traditional testing and c= ould potentially be performed outside of clinical settings. The same techni= que could potentially be used to detect other conditions, such as multiple = sclerosis and amyotrophic lateral sclerosis.
    </span>
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    <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 style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Change is the only constant. Keep a fin= ger on technology trends to avoid being caught off-guard by hype or doom. U= pdate skills, diversify abilities, and focus on uniquely human aspects to s= tay in the loop. There will always be demand for engineers who think holist= ically, learn continuously, and drive technology toward solving real proble= ms.
    </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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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    An Agent Harness is the infrastructure = that wraps around an AI model to manage long-running tasks. It is the syste=
    m that governs how the agent operates. Agent harnesses turn vague, multiste=
    p agent workflows into structured data that can be logged and graded to imp= rove systems. They can be used to validate real-world progress, empower the=
    user experience, and improve models via real-world feedback.
    </span>
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    </td></tr></tbody></table>



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    <div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =8E=81</span></div></div>
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    <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 style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    This year, multi-step, tool-using, self= -correcting loops will become the default way of working. The gap between t= hose who use AI effectively and those who do not will become more obvious. = Organizations will become more streamlined and deal with different risk mod= els. Consultancies that help businesses become 'AI-native' will clean up.
    </span>
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    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farstechnica.com%2Fgadgets%2F2026%2F01%2Famazon-alexa-re= leased-to-the-general-public-via-an-early-access-website%2F%3Futm_source=3D= tldrnewsletter/1/0100019b930c005b-87d961a8-77c8-4926-baf0-4dfee8f12f53-0000= 00/5N3LHmLUFvatpzHpH9UVqAG-847zZ2ex5mEDutbF1dA=3D438">
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    he general public via an early access website (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Alexa+ is now available to everyone thr= ough a free early access program. The AI is now accessible as a chatbot on =
    a website, similar to other AI products. Alexa+ will be included with Amazo=
    n Prime memberships, which start at $15 per month, or cost $20 per month as=
    a standalone subscription. While still in early access, reports say that A= lexa+ is slower than expected and struggles with inaccuracies at times.
    </span>
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    </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>
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