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

    From TLDR@VERT to All on Tuesday, January 06, 2026 11:23:15
    Nvidia plans to start shipping its Vera Rubin AI chip later this year.
    The chip has been in development for three years ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ 


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

    TLDR

    TOGETHER WITH [TLDR] [4]

    TLDR 2026-01-06

    REACH MILLIONS OF TECH PROFESSIONALS AT SCALE (SPONSOR) [4]

    Over 6 million tech professionals read TLDR including developers,
    product managers, marketers, designers and executives. Get in front of
    your target audience with an ad placement just like this one! Learn
    more [4] about running a test campaign.

    📱

    BIG TECH & STARTUPS

    NVIDIA DETAILS NEW AI CHIPS AND AUTONOMOUS CAR PROJECT WITH MERCEDES
    (7 MINUTE READ) [5]

    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 predecessors, has been in development for three
    years. Nvidia's CEO, Jensen Huang, discussed the company's
    surprisingly ambitious work around autonomous vehicles during CES
    2026. Mercedes-Benz plans to start shipping cars equipped with Nvidia self-driving technology this year.

    BOSTON DYNAMICS ANNOUNCES PRODUCTION-READY VERSION OF ATLAS ROBOT AT
    CES 2026 (2 MINUTE READ) [6]

    Boston Dynamics' Atlas humanoid robot is entering production. The
    first companies to receive deployments will be Hyundai and Google
    DeepMind. The final version of Atlas can work autonomously, via a
    teleoperator, 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 pounds.

    🚀

    SCIENCE & FUTURISTIC TECHNOLOGY

    WHEN AWS GREW WINGS: THE “BORING” GENIUS OF AMAZON LEO (5 MINUTE
    READ) [7]

    Amazon Leo, formerly known as Project Kuiper, will launch 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
    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
    smaller terminals will help the service scale, while the Ultra
    terminal signals to traditional broadband providers that Amazon plans
    to support them rather than bypass them.

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

    Dried blood analysis could be a feasible and scalable way to detect
    the brain changes linked to Alzheimer's. Researchers have developed a
    dried blood test that, while less accurate than traditional blood
    tests, showed good ability to distinguish people with
    Alzheimer's-related disease. The method is cheaper than traditional
    testing and could potentially be performed outside of clinical
    settings. The same technique could potentially be used to detect other conditions, such as multiple sclerosis and amyotrophic lateral
    sclerosis.

    💻

    PROGRAMMING, DESIGN & DATA SCIENCE

    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.
    There will always be demand for engineers who think holistically,
    learn continuously, and drive technology toward solving real problems.


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

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

    🎁

    MISCELLANEOUS

    MY 2026 AI BETS (A TIME CAPSULE) (10 MINUTE READ) [11]

    This year, multi-step, tool-using, self-correcting loops will become
    the default way of working. The gap between those who use AI
    effectively and those who do not will become more obvious.
    Organizations will become more streamlined and deal with different
    risk models. Consultancies that help businesses become 'AI-native'
    will clean up.

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

    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. Alexa+ will be included with Amazon 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
    Alexa+ is slower than expected and struggles with inaccuracies at
    times.

    ⚡

    QUICK LINKS

    AI PROMISED INCREDIBLE PRODUCTIVITY GAINS. WHY IS IT NOT DELIVERING?
    (SPONSOR) [13]

    Join Miro and Forrester for a webinar discussing the results of a new
    study on the AI implementation gap, and how reality is diverging from
    hype. Watch live on 01/22 [13]

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

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

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

    Researchers discovered a spider web in a cave in the Balkans -
    created by two usually-hostile species of spider - that spans about
    1,140 square feet.

    TRY TO TAKE MY POSITION: THE BEST PROMOTION ADVICE I EVER GOT (4
    MINUTE READ) [16]

    You need to consistently demonstrate that you can already handle the
    role you are trying to grow into.

    MINIMAX IS SAID TO PLAN PRICING HONG KONG IPO AT TOP ON AI FERVOR (4
    MINUTE READ) [17]

    MiniMax has advised investors that it plans to sell shares at HK$165
    apiece.

    NOVO NORDISK LAUNCHES WEGOVY WEIGHT-LOSS PILL IN US, TRIGGERING PRICE
    WAR (4 MINUTE READ) [18]

    The pill costs $149 a month for the starting dose of 1.5mg.

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

    Compound engineering is a fundamental shift in mindset where
    developers go from code writers to system orchestrators.

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    Thanks for reading,
    Dan Ni [26] & Stephen Flanders [27]

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    [12] https://arstechnica.com/gadgets/2026/01/amazon-alexa-released-to-the-general-public-via-an-early-access-website/?utm_source=tldrnewsletter
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