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  • Meta Anthropic deal ¨, SpaceX Pentagon compute ¨, AI code migrations ¨¨

    From TLDR@VERT to All on Mon Jul 20 10:36:25 2026
    Anthropic proposed a computing deal with Meta in June that could be
    worth as much as $10 billion over two years. Meta is considering the
    deal


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

    TLDR

    TOGETHER WITH [TLDR] [4]

    TLDR 2026-07-20

    REACH THE PEOPLE WHO MAKE TECH BUYING DECISIONS (SPONSOR) [4]

    One of the biggest challenges in digital advertising is reaching the
    people who actually make buying decisions. Founders, CTOs, engineering
    leaders, and product managers read TLDR every day to stay on top of
    the tools, platforms, and trends shaping their industry. Unlike social
    media, where attention is split across endless content, TLDR readers
    are intentionally engaged, giving your brand the opportunity to reach
    the people who influence technology purchases when they're actively
    paying attention. See how TLDR sponsorship works. [4]

    ¨

    BIG TECH & STARTUPS

    META IN TALKS TO LEASE COMPUTING POWER TO ANTHROPIC IN POTENTIAL $10
    BILLION DEAL (5 MINUTE READ) [5]

    Anthropic proposed a computing deal with Meta in June that could be
    worth as much as $10 billion over two years. Meta is considering the
    deal, which would involve monthly payments and the option to opt out
    of any agreement early. The talks show how demand for more computing
    power is still high. The deal could open up a new line of business for
    Meta and provide Meta with a new revenue stream until demand for its
    own AI services catches up.

    SPACEX IN TALKS TO PROVIDE COMPUTING POWER FOR PENTAGON'S AI PUSH (3
    MINUTE READ) [6]

    SpaceX is in talks to provide the Defense Department with computing
    capacity at a cost of up to several billion dollars. Some national
    security officials have raised concerns that the Pentagon is becoming
    too reliant on Elon Musk's services. Pentagon officials have said they
    want to reduce reliance on individual tech companies. The Pentagon is
    seeking $30 billion in funding for an initiative that will focus on
    securing high-end AI chips.

    ¨

    SCIENCE & FUTURISTIC TECHNOLOGY

    INDIA'S FIRST PRIVATELY-DEVELOPED ROCKET REACHES ORBIT ON DRAMATIC
    DEBUT LAUNCH (12 MINUTE READ) [7]

    Skyroot Aerospace's Vikram-1 rocket, India's first fully commercial
    satellite launcher, launched into a 280-mile-high orbit from an island spaceport in the Bay of Bengal on Saturday. The launch was delayed for
    more than half an hour to resolve a last-minute technical problem, but
    the flight was deemed a grand success. The Vikram-1 is India's first
    private orbital rocket to reach orbit on its very first attempt. A
    second Vikram-1 launch could happen before the end of the year.

    CHINA JOINS RUSH TO RETHINK THE SMARTPHONE FOR THE AI ERA (5 MINUTE
    READ) [8]

    Several companies are now racing to develop devices with built-in AI
    agents. ZTE Corp. has unveiled a lineup of co-designed smartphones
    with built-in AI services. The NaviX Ultra, which it calls the world's
    first agentic smartphone, pulls up ByteDance's AI agent Doubao with a
    voice command or the press of a button. It comes in black, pink,
    white, and blue.

    ¨

    PROGRAMMING, DESIGN & DATA SCIENCE

    TUNE IT, DEPLOY IT, OWN IT: CRUSOE SERVERLESS FINE-TUNING IS NOW LIVE (SPONSOR) [9]

    Fine-tune leading open models (Qwen, DeepSeek, Gemma, gpt-oss) on
    your proprietary data with no clusters to provision and no surprise
    bills [9]. Crusoe's token-based pricing ends the moment your model
    stops improving, and weights export in .safetensors format. Deploy in
    one click. Get started  [9]

    HOW ANTHROPIC RUNS LARGE-SCALE CODE MIGRATIONS WITH CLAUDE CODE (14
    MINUTE READ) [10]

    Code migrations were typically multi-year endeavors until recently.
    Claude Code's capabilities change the math for these types of
    projects. This post details the six-step process Anthropic uses to
    perform code migrations. The core principle is to fix the process that
    produces the code rather than fixing the code itself.

    SCROLL-WORLD (GITHUB REPO) [11]

    scroll-world is a skill that turns any brand into a scrollable 3D
    world. It works with Claude Code, Codex, and any SKILL.md-compatible
    agent. The skill builds immersive, control-scrubbed 'fly through the
    world' landing pages for any industry or brand. A video example is
    available in the repository.

    ¨

    MISCELLANEOUS

    MAYBE INTELLIGENCE AIN'T ALL THAT (4 MINUTE READ) [12]

    AI chatbots are now smarter and more capable than a lot of people,
    but there has yet to be an explosion or take-off in usage. Coming up
    with ideas was never the hard part. Most problems can't be worked out
    at a desk by thinking. Reality stays bound by how fast a thing can be
    built and whether it holds.

    THESE AI-NATIVE COMPANIES HAVE TINY STAFFS AND FEWER BOSSES (7 MINUTE
    READ) [13]

    The newest generation of AI-infused companies offer a vision of how
    work could soon be structured in other American corporations. They
    have fewer workers, more on-staff engineers, and a flatter structure
    where everyone is a player-coach instead of strictly overseeing teams.
    The structure is a proving ground for the philosophy that corporate
    giants are trying to channel through reorganizations, de-layering, job
    cuts, and investment into AI.

    ¨

    QUICK LINKS

    APPLE, NVIDIA VIE FOR TITLE OF WORLD'S MOST VALUABLE COMPANY (2
    MINUTE READ) [14]

    Apple briefly became the world's most valuable company on Friday.

    AN AWS BILLING BUG SENT USERS ESTIMATED CHARGES OF UP TO $2.5
    TRILLION (2 MINUTE READ) [15]

    Amazon has confirmed a unit pricing error and is recomputing all
    estimates.

    ARE THE LLM WARS THE DATABASE WARS? (2 MINUTE READ) [16]

    The winners of the database wars weren't the ones everyone was
    arguing about.

    DOMAIN-SPECIFIC HARNESSES (2 MINUTE READ) [17]

    Different workloads perform better with certain combinations of
    models and harnesses.

    QWEN3.8 HAS LAUNCHED (1 MINUTE READ) [18]

    The massive 2.4T parameter model is also going open weight soon.

    AI MANIA IS EVISCERATING GLOBAL DECISIONMAKING (38 MINUTE READ) [19]

    The people in charge either have no plan or see no path forward other
    than keeping their heads down.

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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]

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    Links:
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    [1] https://tldr.tech/signup?utm_source=tldr
    [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav
    [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=265280dc-d4e0-11f0-a661-1b9fa34a893d&p=e9d7cfaa-8410-11f1-83f5-0da5a9fd8486&pt=campaign&t=1784543785&s=800f9fda05956e0ab2066be27cc117b62af1a06be2bc683f3b72321b00a95391
    [4] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=primary07202026
    [5] https://links.tldrnewsletter.com/9m4Uyc
    [6] https://links.tldrnewsletter.com/1Hy09U
    [7] https://arstechnica.com/space/2026/07/indias-first-privately-developed-rocket-reaches-orbit-on-dramatic-debut-launch/?utm_source=tldrnewsletter
    [8] https://links.tldrnewsletter.com/vpNPtZ
    [9] https://www.crusoe.ai/cloud/serverless-fine-tuning?utm_source=tldr&utm_medium=newsletter&utm_campaign=sft-launch
    [10] https://claude.com/blog/ai-code-migration?utm_source=tldrnewsletter
    [11] https://github.com/oso95/scroll-world?utm_source=tldrnewsletter
    [12] https://links.tldrnewsletter.com/nQJ49J
    [13] https://links.tldrnewsletter.com/PwqJtV
    [14] https://www.cnbc.com/2026/07/17/apple-nvidia-aapl-nvda-market-cap.html?utm_source=tldrnewsletter
    [15] https://thenextweb.com/news/aws-billing-bug-billion-dollar-estimates?utm_source=tldrnewsletter
    [16] https://rruxandra.github.io/llm-wars-database-wars.html?utm_source=tldrnewsletter
    [17] https://alanyahya.com/writing/domain-specific-harnesses?utm_source=tldrnewsletter
    [18] https://links.tldrnewsletter.com/xCrWoC
    [19] https://hermit-tech.com/blog/ai-mania-is-eviscerating-global-decisionmaking?utm_source=tldrnewsletter
    [20] https://refer.tldr.tech/66662a80/
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    [24] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [25] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [26] https://twitter.com/tldrdan
    [27] https://twitter.com/SteveFlanders22
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