• Neuralink bionic eye 👀, Unitree's $6k robot 🤖, AI code evals 👨‍💻 

    From TLDR@VERT to All on Mon Jul 28 10:46:17 2025
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    Neuralink is collaborating with researchers on a clinical trial to
    study =
    visual prosthetics in a study sponsored by the University of
    California= =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=09TOGETHER WITH [Orkes] [4]

    TLDR 2025-07-28

    AGENTIC A=
    I IS HERE. BUT CAN IT SCALE? (SPONSOR) [4]=20

    AI has evolved=E2=80=
    =94from rule-based systems to generative models to
    agentic AI, where auto=
    nomous agents act with memory and context. But
    without orchestration, ent=
    erprises risk complexity, chaos, and failure
    to scale.=C2=A0

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    ur on-demand webinar, _=E2=80=9C__BEYOND CHATBOTS: ORCHESTRATING
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    E ENTERPRISE WORKFLOWS,_ [4]_=E2=80=9D_ to explore how Orkes
    Conductor un=
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    =F0=9F=93=B1=20

    BIG TECH & STARTUPS

    ELON MUSK'S NEURAL=
    INK JOINS STUDY WORKING TOWARD A BIONIC EYE (1
    MINUTE READ) [5]=20

    Ne=
    uralink is collaborating with researchers in California and Spain
    on a cl=
    inical trial to study visual prosthetics. The study, sponsored
    by the Uni=
    versity of California at Santa Barbara, aims to address the
    fundamental q=
    uestions that will allow the development of a Smart
    Bionic Eye. Such a de=
    vice would use AI to help blind people identify
    faces, navigate the outdo=
    ors, and read, among other things. The
    study's description says that rese=
    archers will use Neuralink patients
    'once available'. Neuralink is develo=
    ping a brainchip called
    Blindsight that aims to restore vision to blind p=
    eople and grant
    superhuman vision.=20

    META APPOINTS SHENGJIA ZHAO AS =
    CHIEF SCIENTIST OF NEW
    SUPERINTELLIGENCE LAB (2 MINUTE READ) [6]=20

    S=
    hengjia Zhao, a former lead scientist at OpenAI, has joined Meta as
    chief=
    scientist at the company's newly established Superintelligence
    Lab. Zhao=
    , a co-creator of ChatGPT and GPT-4, will be tasked with
    setting the rese=
    arch agenda and scientific direction for the new lab.
    He will work direct=
    ly with Mark Zuckerberg and Alexandr Wang to steer
    Meta's research effort=
    s towards artificial general intelligence.
    Industry observers see Zhao's =
    hiring as a significant move in the
    escalating AI talent war.=20

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

    SCIENCE & FUTURISTIC TECHNOLOGY

    CHINA'S UNITREE OF=
    FERS A HUMANOID ROBOT FOR UNDER $6,000 (2 MINUTE
    READ) [7]=20

    Unitree=
    Robotics's R1 bot has a starting price of 39,900 yuan, or
    around $5,900.=
    Weighing just 25 kilograms, it has 26 joints and is
    equipped with multim=
    odal artificial intelligence, including voice in
    image recognition. If it=
    works as advertised, the new robot marks a
    milestone for the robotics in=
    dustry. Chinese companies are pushing
    ahead with humanoids for factories,=
    households, and even military use
    - pricing is crucial to their prolifer=
    ation.=20

    THE FIRST 100% EFFECTIVE HIV PREVENTION DRUG IS APPROVED AND =
    GOING
    GLOBAL (4 MINUTE READ) [8]=20

    The US Food and Drug Administrati=
    on has approved lenacapavir, a drug
    that offers 100% protection against H=
    IV with twice-yearly injections.
    Sold under the brand name Yeztugo, lenac=
    apavir is a capsid inhibitor.
    It stops the virus from entering cells and =
    copying itself. Gilead has
    made moves to ensure the drug is affordable - =
    eligible uninsured
    individuals will likely be able to access the drug fre=
    e of cost
    through its Advancing Access medication assistance program.=20
    =

    =F0=9F=92=BB=20

    PROGRAMMING, DESIGN & DATA SCIENCE

    ADD MULTI-TE=
    NANCY TO AN APP BUILT WITH CLERK, LOVABLE, AND SUPABASE
    (SPONSOR) [9]=20
    =

    In this article, you'll learn how to create a team-ready B2B app
    usin=
    g Lovable, Clerk, and Supabase. We'll teach you how to implement
    multi-te=
    nancy in a React environment without manually handling JWT
    parsing or use=
    r scopes. Read our guide [10].=20

    AN ENGINEER'S GUIDE TO AI CODE MODEL =
    EVALS (30 MINUTE READ) [11]=20

    A crucial part of the process of improvi=
    ng a coding-capable AI model
    is evaluation (evals). Evals are structured =
    tests or benchmarks used
    to measure model performance on specific tasks. =
    They are analogous to
    unit tests or integration tests in software. This p=
    ost explores what
    evals are, how they're constructed, what 'hill climbing=
    ' means in
    model development, and how all these pieces connect to the con=
    tinuous
    training and improvement of coding models.=20

    IT'S TIME FOR M=
    ODERN CSS TO KILL THE SPA (10 MINUTE READ) [12]=20

    Modern CSS can provi=
    de seamless navigation without the need to build
    an app. New capabilities=
    enable fading between pages, animating shared
    elements, maintaining pers=
    istent elements, and more, all with real
    URLs, real page loads, and witho=
    ut JavaScript routing hacks. This
    article discusses how. Most websites do=
    n't need to be apps - build a
    site like a site.=20

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

    =
    MISCELLANEOUS

    THE NEW CHIPS DESIGNED TO SOLVE AI'S ENERGY PROBLEM (6 =
    MINUTE READ)
    [13]=20

    The estimated growth in energy required for AI i=
    s currently
    unsustainable. Several startups and companies are experimenti=
    ng with
    new kinds of chips that have the potential to be much more energy=

    efficient than current industry leaders at the all-important task of
    i=
    nference. While Nvidia chips will continue to be used for AI training
    for=
    the foreseeable future, more efficient inference could
    collectively save=
    companies tens of billions of dollars. The intensity
    of these chip devel=
    opment efforts shows how desperate the tech world
    is to provide AI to cus=
    tomers without paying the 'Nvidia tax'.=20

    ELON MUSK INTERVIEW: X TAKEO=
    VER EVENT (2 MINUTE READ) [14]=20

    Elon Musk recently sat down for an in=
    terview at the X Takeover 2025
    event held in San Mateo, California. Durin=
    g the interview, Musk spoke
    candidly about Tesla's Optimus robot, Neurali=
    nk's potential medical
    applications, and more, offering wide-ranging insi=
    ghts into his
    companies. Despite regulatory and logistical hurdles, Tesla=
    's roadmap
    remains ambitious and far-reaching. A video of the interview i=
    s linked
    in the article.=20

    =E2=9A=A1=20

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    ANTHROPIC SEEKS $150 BILLION VALUATION IN NEW =
    FUNDING ROUND (2 MINUTE
    READ) [16]=20

    Anthropic is looking to raise a=
    t least $3 billion and possibly as
    much as $5 billion.=20

    TESLA PLANS=
    =E2=80=98FRIENDS AND FAMILY' CAR SERVICE IN CALIFORNIA,
    REGULATOR SAYS (=
    5 MINUTE READ) [17]=20

    Tesla CEO recently teased an expansion of Tesla'=
    s robotaxi service to
    the San Francisco Bay Area, but California regulato=
    rs say the company
    is not authorized to carry passengers on public roads =
    in autonomous
    vehicles.=20

    HEREDOCS CAN MAKE YOUR BASH SCRIPTS SELF-D=
    OCUMENTING (3 MINUTE READ)
    [18]=20

    Heredocs allows developers to add =
    Markdown to bash scripts for inline
    documentation.=20

    SAUDI ARAMCO WA=
    NTS A GOOGLE SPINOFF TO TURN ITS WASTE INTO WEALTH (7
    MINUTE READ) [19] =


    SandboxAQ will use Quantum AI to help Aramco transform captured
    ca=
    rbon dioxide into valuable products such as advanced materials and
    plasti=
    cs.=20

    AN AI-GENERATED PROTEIN HELPS T CELLS KILL CANCER (4 MINUTE READ=
    )
    [20]=20

    A data scientist and an immunologist used AI to design de n=
    ovo T cell
    receptor-like proteins that helped kill cancer in vitro in a p=
    rocess
    that only took several weeks, in contrast to the typical
    one-and=
    -a-half years.=20

    THE RISE OF SHIPPABLE MICROFACTORIES (20 MINUTE READ)=
    [21]=20

    Microfactories aim to capture the benefits of off-site fabrica=
    tion
    without the drawbacks of centralized production by making factories=

    shippable and goods more locally produced.=20

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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">Neuralink =
    is collaborating with researchers on a clinical trial to study visual prost= hetics in a study sponsored by the University of California&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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    <strong>Agentic AI is here. But can it scale? (Sponsor)</strong>




    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    AI has evolved=E2=80=94from rule-based = systems to generative models to agentic AI, where autonomous agents act wit=
    h memory and context. But without orchestration, enterprises risk complexit=
    y, chaos, and failure to scale.&nbsp;<p></p><p>Watch our on-demand webinar,=
    <em>=E2=80=9C</em><a href=3D"https://tracking.tldrnewsletter.com/CL0/https= :%2F%2Forkes.io%2Fwebinars%2Fbeyond-chatbots-orchestrating-ai-native-enterp= rise-workflows%3Futm_campaign=3DTLDR-flagship-July%26utm_source=3DNewslette= r%26utm_medium=3Dreferral/3/0100019850a3eeac-76af03e4-ae51-4fd4-8cba-d09fc3= 36c90d-000000/fnVrLsxnLqdYi4tFe6mmUa2ZYkDp2LYs6YNdSUALkZ4=3D415" rel=3D"noo= pener noreferrer nofollow" target=3D"_blank"><strong><em>Beyond Chatbots: O= rchestrating AI-Native Enterprise Workflows,</em></strong></a><em>=E2=80=9D= </em> to explore how Orkes Conductor unifies AI agents, APIs, data, and hum=
    an input into resilient, enterprise-grade workflows. Discover real-world us=
    e cases like fraud detection and invoice processing, and learn how to bring=
    governance, reliability, and human-AI collaboration into your automation s= trategy.</p><p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F= %2Forkes.io%2Fwebinars%2Fbeyond-chatbots-orchestrating-ai-native-enterprise= -workflows%3Futm_campaign=3DTLDR-flagship-July%26utm_source=3DNewsletter%26= utm_medium=3Dreferral/4/0100019850a3eeac-76af03e4-ae51-4fd4-8cba-d09fc336c9= 0d-000000/kCyZDtQL4camQQrGYoj607_I7_0yLpYAYlpP_KqLpM8=3D415" rel=3D"noopene=
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Neuralink is collaborating with researc= hers in California and Spain on a clinical trial to study visual prosthetic=
    s. The study, sponsored by the University of California at Santa Barbara, a= ims to address the fundamental questions that will allow the development of=
    a Smart Bionic Eye. Such a device would use AI to help blind people identi=
    fy faces, navigate the outdoors, and read, among other things. The study's = description says that researchers will use Neuralink patients 'once availab= le'. Neuralink is developing a brainchip called Blindsight that aims to res= tore vision to blind people and grant superhuman vision.
    </span>

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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Shengjia Zhao, a former lead scientist =
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    new lab. He will work directly with Mark Zuckerberg and Alexandr Wang to s= teer Meta's research efforts towards artificial general intelligence. Indus= try observers see Zhao's hiring as a significant move in the escalating AI = talent war.
    </span>

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    <h1><strong>Science &amp; Futuristic Technology</strong></h1>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Unitree Robotics's R1 bot has a startin=
    g price of 39,900 yuan, or around $5,900. Weighing just 25 kilograms, it ha=
    s 26 joints and is equipped with multimodal artificial intelligence, includ= ing voice in image recognition. If it works as advertised, the new robot ma= rks a milestone for the robotics industry. Chinese companies are pushing ah= ead with humanoids for factories, households, and even military use - prici=
    ng is crucial to their proliferation.
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    </td></tr></tbody></table>


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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=
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    In this article, you'll learn how to cr= eate a team-ready B2B app using Lovable, Clerk, and Supabase. We'll teach y=
    ou how to implement multi-tenancy in a React environment without manually h= andling JWT parsing or user scopes. <a href=3D"https://tracking.tldrnewslet= ter.com/CL0/https:%2F%2Fgo.clerk.com%2FE1gBXew/1/0100019850a3eeac-76af03e4-= ae51-4fd4-8cba-d09fc336c90d-000000/QYJqpPLSLNDt8SNvaNS273XZgL7BXHvnt9-8GwJh= ZK8=3D415" rel=3D"noopener noreferrer nofollow" target=3D"_blank">Read our = guide</a>.
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
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    </td></tr></tbody></table>



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    </td></tr></tbody></table>

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    <strong>The New Chips Designed to Solve AI's Energy Problem (6 minute read)= </strong>




    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
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    t efforts shows how desperate the tech world is to provide AI to customers = without paying the 'Nvidia tax'.
    </span>

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    </span>

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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    SandboxAQ will use Quantum AI to help A= ramco transform captured carbon dioxide into valuable products such as adva= nced materials and plastics.
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