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  1. Forum
  2. DOVE-Net
  3. Tech Talk
  • Microsoft Scout �, AI-native roles �, Autoresearch bug fixes ��

    From TLDR@VERT to [email protected] on Wed Jun 3 10:22:42 2026
    Microsoft's Scout is an always-active executive assistant designed to
    handle a wide range of tasks autonomously. It integrates with
    Microsoft


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

    TLDR

    TOGETHER WITH [Google Startups] [4]

    TLDR 2026-06-03

    GOOGLE REPORT: HOW STARTUPS CAN DRIVE GROWTH WITH GENERATIVE MEDIA
    (SPONSOR) [4]

    As simple text generation gives way to interactive 3D worlds, how
    should your technical roadmap shift?

    In Google for Startups's _Future of AI_ [5] report, top technical
    founders and Googlers lay out:

    * BUILDING FOR "POST-KEYBOARD" UX: How to architect systems for
    spatial computing and digital avatars.
    * UTILITY-DRIVEN WORKFLOWS: Why leaders are moving beyond static generation to agents that autonomously execute [6] complex media
    tasks.
    * THE AUTOMATION STACK: Strategies for deploying and managing
    automated creative systems at scale.

    Your defensible moat will look different by year's end. Read the
    report to learn what to focus on in an automated world [7]

    ¿

    BIG TECH & STARTUPS

    MICROSOFT LAUNCHES AI THAT WORKS LIKE AN EXECUTIVE ASSISTANT (3
    MINUTE READ) [8]

    Microsoft's Scout is an always-active executive assistant designed to
    handle a wide range of tasks autonomously. It integrates with
    Microsoft's products to complete tasks like autonomously asking
    meeting organizers to reschedule if there's a timing conflict. Pricing
    for Scout has yet to be disclosed, but customers will likely be
    charged based on how much they use the software rather than a flat
    subscription fee. Access will initially require a subscription to
    GitHub Copilot.

    INSIDE MICROSOFT'S PROJECT SOLARA (7 MINUTE READ) [9]

    Project Solara is a platform for devices that run AI agents instead
    of apps. Its aim is to open up entirely new scenarios for computing.
    The current concept involves a desktop hub that sits beside a PC that
    responds to voice commands and a wearable badge with a fingerprint
    button that wakes an agent with one press. Microsoft envisions a
    future where hardware makers and other industry partners turn these
    reference designs into implementations of their own.

    ¿

    SCIENCE & FUTURISTIC TECHNOLOGY

    IN A SURPRISE LAUNCH, CHINA DEBUTS ANOTHER BIG ROCKET DESIGNED FOR
    REUSABILITY (12 MINUTE READ) [10]

    China tested its Long March 12B again on Monday. While the launch did
    not include any attempt to land the first stage booster, the rocket
    carried grid fins and landing legs, important elements for future
    recovery experiments. The China Aerospace Science and Technology
    Corporation declared the flight a complete success. First-stage
    recovery tests are scheduled to be carried out at a later, opportune
    time.

    MICROSOFT'S NEW QUANTUM CHIP AIMING FOR USEFUL MACHINE IN 2029 (4
    MINUTE READ) [11]

    Microsoft is betting that it can set up a commercially viable quantum
    machine by 2029. Its new Majorana 2 chip boasts 12 qubits that last
    longer than 20 seconds. The company's previous model had 8 qubits that
    blinked out of existence in less than 12 milliseconds. Microsoft is
    continuing to work with the Pentagon's Defense Advanced Research
    Projects Agency (DARPA) to evaluate its progress.

    ¿

    PROGRAMMING, DESIGN & DATA SCIENCE

    KARPATHY'S AUTORESEARCH FOUND A 3-YEAR-OLD BUG IN POSTHOG'S QUERY
    ENGINE (AND IMPROVED PERFORMANCE BY 11%) (9 MINUTE READ) [12]

    Posthog pointed an AI agent at its query agent, fed it slow queries
    from production, and let it run overnight. The next morning, the team discovered that for almost three years, every query with a timestamp
    filter had not been using ClickHouse's primary key correctly. Fixing
    the issue cut the number of granules ClickHouse had to scan by 62% on
    the benchmark query and made the query itself meaningfully faster.
    This post discusses the team's setup, the bug itself, and PostHog's
    plans to automate this type of analysis.

    BUILDING SOFTWARE IS LEARNING (7 MINUTE READ) [13]

    You need to learn what it is you are building before you start
    building it. Building software is learning, and you want to learn as
    much as possible. This involves asking more questions, building
    prototypes, iteration, figuring out what to cut out, and trying to
    explain the idea. There are many ways to learn - focus on what gives
    you the best and fastest feedback.

    ¿

    MISCELLANEOUS

    HOW ONE TECH COMPANY CREATED 13 NEW TYPES OF JOBS BECAUSE OF AI (8
    MINUTE READ) [14]

    Box, a company that makes software for storing and managing data, has
    started selling AI products aimed at automating tasks like reviewing
    and approving contracts. The company's switch to focusing on AI has
    resulted in the need for new positions to be filled. It recently hired
    a senior director of AI, an AI architect, an AI solutions manager, and
    an AI platform leader. Box expects to add more than 100 new employees
    by early next year. It is unclear whether the growth of such roles
    will make up for AI-related job cuts.

    AI MODELS ARE HAVING THEIR IPHONE MOMENT. WHAT'S NEXT? (14 MINUTE
    READ) [15]

    The iPhone took roughly a decade to shift from rupture to
    infrastructure. AI is moving much faster. The infrastructure framing
    is already present in enterprise software, developer tools, and
    hardware roadmaps. The edge will be the applications that make their
    underlying capabilities feel indispensable and invisible at the same
    time.

    ¿

    QUICK LINKS

    THE GOOGLE CAPITAL COMPANY (15 MINUTE READ) [16]

    In a world where compute is constrained, the company that wins will
    be the one with the most cash capacity.

    META WILL REPORTEDLY LET EMPLOYEES TAKE 30-MINUTE BREAKS FROM ITS
    TRACKING PROGRAM (2 MINUTE READ) [17]

    A subset of employees will also be able to request to opt out of the
    program altogether.

    TRUMP SIGNS AI EXECUTIVE ORDER TO INCREASE GOVERNMENT OVERSIGHT (1
    MINUTE READ) [18]

    President Donald Trump has signed an executive order that reduces the voluntary review period for powerful models to 30 days, down from 90
    days.

    MICROSOFT UNVEILS NEW AI MODELS TO LESSEN RELIANCE ON OPENAI AND
    LOWER COSTS FOR DEVELOPERS (3 MINUTE READ) [19]

    Microsoft unveiled MAI-Code-1-Flash, a coding model, and
    MAI-Thinking-1, a reasoning model, at its Build developer conference
    on Tuesday.

    TRUST FACTORY (7 MINUTE READ) [20]

    You can fix code, but you can't fix trust - once it's gone, it's hard-to-impossible to get it back.

    GOOGLE IS QUIETLY BUYING CODE FROM PLAY STORE DEVELOPERS TO TRAIN AI
    (4 MINUTE READ) [21]

    Google has emailed some developers with an offer to join a program
    that would allow them to generate additional revenue if they allow
    Google to access their codebases.

    Love TLDR? Tell your friends and get rewards!

    Share your referral link below with friends to get free TLDR swag!

    https://refer.tldr.tech/66662a80/ [22]

    Track your referrals here. [23]

    Want to advertise in TLDR? ¿

    If your company is interested in reaching an audience of tech
    executives, decision-makers and engineers, you may want to ADVERTISE
    WITH US [24].

    Want to work at TLDR? ¿

    APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume
    to [email protected] and get $1k if we hire them! TLDR is one of INC.'S
    BEST BOOTSTRAPPED BUSINESSES [27] of 2025.

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

    Thanks for reading,
    Dan Ni [28] & Stephen Flanders [29]

    Manage your subscriptions [30] to our other newsletters on tech,
    startups, and programming. Or if TLDR isn't for you, please
    unsubscribe [31].



    Links:
    ------
    [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=d2f02992-5f1a-11f1-b7b7-35a19538953d&pt=campaign&t=1780482162&s=9e1790798e9b509d009d3303bbd8ad2fa52f7b2c6683c032a9568b10b61a18ef
    [4] https://cloud.google.com/resources/content/future-of-ai-genmedia?utm_source=cloud_sfdc&utm_medium=media&utm_campaign=FY26-Q2-GLOBAL-GCP40293-website-dl-StartupGenMedia-168368&utm_content=tldr2_header_google_report_how
    [5] https://cloud.google.com/resources/content/future-of-ai-genmedia?utm_source=cloud_sfdc&utm_medium=media&utm_campaign=FY26-Q2-GLOBAL-GCP40293-website-dl-StartupGenMedia-168368&utm_content=tldr2_cta_future_ai
    [6] https://cloud.google.com/resources/content/future-of-ai-genmedia?utm_source=cloud_sfdc&utm_medium=media&utm_campaign=FY26-Q2-GLOBAL-GCP40293-website-dl-StartupGenMedia-168368&utm_content=tldr2_cta_autonomously_execute
    [7] https://cloud.google.com/resources/content/future-of-ai-genmedia?utm_source=cloud_sfdc&utm_medium=media&utm_campaign=FY26-Q2-GLOBAL-GCP40293-website-dl-StartupGenMedia-168368&utm_content=tldr2_cta_what_focus_world
    [8] https://links.tldrnewsletter.com/6Emnyu
    [9] https://links.tldrnewsletter.com/Iq3soP
    [10] https://arstechnica.com/space/2026/06/another-falcon-9-lookalike-joins-chinas-growing-roster-of-rockets/?utm_source=tldrnewsletter
    [11] https://links.tldrnewsletter.com/BdsxRH
    [12] https://posthog.com/blog/karpathy-autoresearch-query-engine-bug?utm_source=tldrnewsletter
    [13] https://registerspill.thorstenball.com/p/building-software-is-learning?utm_source=tldrnewsletter
    [14] https://links.tldrnewsletter.com/sh6wOu
    [15] https://om.co/2026/06/02/ai-models-are-having-their-iphone-moment-whats-next/?utm_source=tldrnewsletter
    [16] https://stratechery.com/2026/the-google-capital-company/?utm_source=tldrnewsletter
    [17] https://www.engadget.com/2186261/meta-will-reportedly-let-employees-take-30-minute-breaks-from-its-tracking-program/?utm_source=tldrnewsletter
    [18] https://links.tldrnewsletter.com/nhQXHd
    [19] https://www.cnbc.com/2026/06/02/microsoft-unveils-new-ai-models-lessen-reliance-on-openai-lower-costs.html?utm_source=tldrnewsletter
    [20] https://tidyfirst.substack.com/p/trust-factory?utm_source=tldrnewsletter [21] https://www.404media.co/google-is-quietly-buying-code-from-play-store-developers-to-train-ai/?utm_source=tldrnewsletter
    [22] https://refer.tldr.tech/66662a80/
    [23] https://hub.sparklp.co/sub_e87ba9c7d7c0/1
    [24] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta
    [25] https://jobs.ashbyhq.com/tldr.tech
    [26] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [27] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [28] https://twitter.com/tldrdan
    [29] https://twitter.com/SteveFlanders22
    [30] https://tldr.tech/tech/manage?email=tldrnewsletter%40synchro.net
    [31] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=265280dc-d4e0-11f0-a661-1b9fa34a893d&p=d2f02992-5f1a-11f1-b7b7-35a19538953d&pt=campaign&pv=4&spa=1780480861&t=1780482162&s=101d3417ae91e57289ba65a2b7068e86a5910b711ce3130a388b05724999f1a9
    ---
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