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  • Neuralink bionic eye ¨, Unitree's $6k robot ¨, AI code evals ¨¨

    From TLDR@VERT to All on Monday, July 28, 2025 10:46:17
    Neuralink is collaborating with researchers on a clinical trial to
    study visual prosthetics in a study sponsored by the University of
    California


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

    TLDR

    TOGETHER WITH [Orkes] [4]

    TLDR 2025-07-28

    AGENTIC AI IS HERE. BUT CAN IT SCALE? (SPONSOR) [4]

    AI has evolvedÄfrom rule-based systems to generative models to
    agentic AI, where autonomous agents act with memory and context. But
    without orchestration, enterprises risk complexity, chaos, and failure
    to scale.

    Watch our on-demand webinar, _"__BEYOND CHATBOTS: ORCHESTRATING
    AI-NATIVE ENTERPRISE WORKFLOWS,_ [4]_"_ to explore how Orkes
    Conductor unifies AI agents, APIs, data, and human input into
    resilient, enterprise-grade workflows. Discover real-world use cases
    like fraud detection and invoice processing, and learn how to bring
    governance, reliability, and human-AI collaboration into your
    automation strategy.

    Watch the recording [4]

    ¨

    BIG TECH & STARTUPS

    ELON MUSK'S NEURALINK JOINS STUDY WORKING TOWARD A BIONIC EYE (1
    MINUTE READ) [5]

    Neuralink is collaborating with researchers in California and Spain
    on a clinical trial to study visual prosthetics. The study, sponsored
    by the University of California at Santa Barbara, aims 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 identify
    faces, navigate the outdoors, and read, among other things. The
    study's description says that researchers will use Neuralink patients
    'once available'. Neuralink is developing a brainchip called
    Blindsight that aims to restore vision to blind people and grant
    superhuman vision.

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

    Shengjia 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 research agenda and scientific direction for the new lab.
    He will work directly with Mark Zuckerberg and Alexandr Wang to steer
    Meta's research efforts towards artificial general intelligence.
    Industry observers see Zhao's hiring as a significant move in the
    escalating AI talent war.

    ¨

    SCIENCE & FUTURISTIC TECHNOLOGY

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

    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 multimodal artificial intelligence, including voice in
    image recognition. If it works as advertised, the new robot marks a
    milestone for the robotics industry. Chinese companies are pushing
    ahead with humanoids for factories, households, and even military use
    - pricing is crucial to their proliferation.

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

    The US Food and Drug Administration has approved lenacapavir, a drug
    that offers 100% protection against HIV with twice-yearly injections.
    Sold under the brand name Yeztugo, lenacapavir 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 free of cost
    through its Advancing Access medication assistance program.

    ¨

    PROGRAMMING, DESIGN & DATA SCIENCE

    ADD MULTI-TENANCY TO AN APP BUILT WITH CLERK, LOVABLE, AND SUPABASE
    (SPONSOR) [9]

    In this article, you'll learn how to create a team-ready B2B app
    using Lovable, Clerk, and Supabase. We'll teach you how to implement multi-tenancy in a React environment without manually handling JWT
    parsing or user scopes. Read our guide [10].

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

    A crucial part of the process of improving 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 post explores what
    evals are, how they're constructed, what 'hill climbing' means in
    model development, and how all these pieces connect to the continuous
    training and improvement of coding models.

    IT'S TIME FOR MODERN CSS TO KILL THE SPA (10 MINUTE READ) [12]

    Modern CSS can provide seamless navigation without the need to build
    an app. New capabilities enable fading between pages, animating shared elements, maintaining persistent elements, and more, all with real
    URLs, real page loads, and without JavaScript routing hacks. This
    article discusses how. Most websites don't need to be apps - build a
    site like a site.

    ¨

    MISCELLANEOUS

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

    The estimated growth in energy required for AI is currently
    unsustainable. Several startups and companies are experimenting 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
    inference. 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 development efforts shows how desperate the tech world
    is to provide AI to customers without paying the 'Nvidia tax'.

    ELON MUSK INTERVIEW: X TAKEOVER EVENT (2 MINUTE READ) [14]

    Elon Musk recently sat down for an interview at the X Takeover 2025
    event held in San Mateo, California. During the interview, Musk spoke
    candidly about Tesla's Optimus robot, Neuralink's potential medical applications, and more, offering wide-ranging insights into his
    companies. Despite regulatory and logistical hurdles, Tesla's roadmap
    remains ambitious and far-reaching. A video of the interview is linked
    in the article.

    ¨

    QUICK LINKS

    CRAVING MORE AI IN YOUR INBOX? (SPONSOR) [15]

    TLDR AI is your daily fix of LLMs, GenAI, and deep learning goodness.
    Same TLDR format. Still free.

    Subscribe now. [15]

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

    Anthropic is looking to raise at least $3 billion and possibly as
    much as $5 billion.

    TESLA PLANS `FRIENDS AND FAMILY' CAR SERVICE IN CALIFORNIA,
    REGULATOR SAYS (5 MINUTE READ) [17]

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

    HEREDOCS CAN MAKE YOUR BASH SCRIPTS SELF-DOCUMENTING (3 MINUTE READ)
    [18]

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

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

    SandboxAQ will use Quantum AI to help Aramco transform captured
    carbon dioxide into valuable products such as advanced materials and
    plastics.

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

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

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

    Microfactories aim to capture the benefits of off-site fabrication
    without the drawbacks of centralized production by making factories
    shippable and goods more locally produced.

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

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

    Manage your subscriptions [28] to our other newsletters on tech,
    startups, and programming. Or if TLDR isn't for you, please
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    [5] https://www.bloomberg.com/news/articles/2025-07-25/elon-musk-s-neuralink-joins-study-working-toward-a-bionic-eye?accessToken=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGVkQXJ0aWNsZSIsImlhdCI6MTc1MzY1NDI2MCwiZXhwIjoxNzU0MjU5MDYwLCJhcnRpY2xlSWQiOiJTWllWUzhHUEwzWE8wMCIsImJjb25uZWN0SWQiOiJBOEExRDhFQTI5OTc0OTRGQTQ1QUE2REJBMjAwNTM3MSJ9.IlmD0ekOvE4Y1KTgHE1nXZh011fYOtUNdPrGMDQi2Uw&utm_source=tldrnewsletter
    [6] https://analyticsindiamag.com/ai-news-updates/meta-appoints-shengjia-zhao-as-chief-scientist-of-new-superintelligence-lab/?utm_source=tldrnewsletter
    [7] https://www.bloomberg.com/news/articles/2025-07-25/china-s-unitree-r1-is-a-humanoid-robot-costing-less-than-6-000?accessToken=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGVkQXJ0aWNsZSIsImlhdCI6MTc1MzY1NDIzNiwiZXhwIjoxNzU0MjU5MDM2LCJhcnRpY2xlSWQiOiJTWDRDOFpUMEFGQjQwMCIsImJjb25uZWN0SWQiOiJBOEExRDhFQTI5OTc0OTRGQTQ1QUE2REJBMjAwNTM3MSJ9.W9zmqp8qC19Z67ye0NF10xzvxJEKag9Z2t7jtCh6eiY&utm_source=tldrnewsletter
    [8] https://newatlas.com/infectious-diseases/hiv-prevention-fda-lenacapavir/?utm_source=tldrnewsletter
    [9] https://go.clerk.com/E1gBXew?utm_source=tldrnewsletter
    [10] https://go.clerk.com/E1gBXew
    [11] https://addyosmani.com/blog/ai-evals/?utm_source=tldrnewsletter
    [12] https://www.jonoalderson.com/conjecture/its-time-for-modern-css-to-kill-the-spa/?utm_source=tldrnewsletter
    [13] https://links.tldrnewsletter.com/XQIOX3
    [14] https://teslanorth.com/2025/07/27/elon-musk-interview-x-takeover-event-video/?utm_source=tldrnewsletter
    [15] https://tldr.tech/ai/?utm_source=tldr&utm_medium=newsletter&utm_campaign=quicklinks07282025
    [16] https://www.pymnts.com/news/investment-tracker/2025/anthropic-seeks-150-billion-valuation-in-new-funding-round/?utm_source=tldrnewsletter
    [17] https://www.cnbc.com/2025/07/25/tesla-plans-friends-and-family-service-in-california-regulator-says.html?utm_source=tldrnewsletter
    [18] https://holdtherobot.com/blog/heredocs-can-make-your-bash-scripts-self-documenting/?utm_source=tldrnewsletter
    [19] https://restofworld.org/2025/saudi-aramco-carbon-emissions-profit-google-spinoff-ai/?utm_source=rss&utm_medium=rss&utm_campaign=feeds
    [20] https://www.the-scientist.com/an-ai-generated-protein-helps-t-cells-kill-cancer-73205?utm_source=tldrnewsletter
    [21] https://www.thesisdriven.com/p/the-rise-of-shippable-microfactories?utm_source=tldrnewsletter
    [22] https://refer.tldr.tech/1fd848fa/
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