AI you can trust starts with questions. AT&T data scientist Natalie Gilbert puts skepticism to work by thinking through edge cases and making informed decisions instead of blindly trusting AI. microsoft.com/en-us/ai/see-y…

Oct 6, 2026 · 4:27 PM UTC

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Karl der Große
@ScriptureFactryOct 8
What a funny word, "trust...!?" xitter.cf/RapidResponse47/status…
.@VP: "There has been no company in the United States, unfortunately, that has abused this system more than Microsoft." Microsoft laid off 6,000 American workers in 2025 after certifying that it could not find qualified American employees — yet the company was approved for more than 6,000 H-1Bs and filed 3,682 PERM applications, including nearly 1,000 applications for the same positions as the laid off American workers.
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Karl der Große
@ScriptureFactryOct 8
.@VP: "There has been no company in the United States, unfortunately, that has abused this system more than Microsoft." Microsoft laid off 6,000 American workers in 2025 after certifying that it could not find qualified American employees — yet the company was approved for more than 6,000 H-1Bs and filed 3,682 PERM applications, including nearly 1,000 applications for the same positions as the laid off American workers.
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Trust is the last word I use when I think of you. xitter.cf/humble_analysis/status…
I worked at Microsoft for 20 years. This is exactly why and how Microsoft hired H1-B workers. It was not a secret, at least not in the Finance department. It was openly discussed. H1-B workers cost less and drove down demand for US workers, suppressing wages. Near the end of my tenor at Microsoft, however, the motivation changed - now the H1-B program was primarily used by Indian managers to bring in more Indian workers, as a way to help their fellow Indians (at the expense of Americans).
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@MicrosoftHelps what are you fishing for here? how do I know which other apps you want to snoop on? This is very suspicious!
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Trust nothing from Microsoft
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How’s it been for you guys in the last days, there’s a rumor that you aren’t sleeping. Happy to hear that. That’s what greediness does.
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Microsoft says its mission is to empower businesses. My startup has spent nearly 3 weeks trying to restore its Microsoft 365 corporate email. More than 20 hours of support. Multiple cases. Repeated missed callbacks. Now @MicrosoftHelps says it cannot escalate existing cases. We need accountability and a resolution.
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agreed. useful agents still need a human paying attention xitter.cf/chrisspickett/status/2…
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I hope Vance sends them all back!
Nicholas Mugalli
@RealNickMugalliOct 8
*US SUSPENDING PERM PROGRAM FOR MICROSOFT, VANCE SAYS *VANCE SAYS MESSAGE TO $MSFT IS YOU'VE GOT TO HIRE AMERICAN WORKERS
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Benefiting from the American economy in America and hiring people from other countries for cheaper labor is disgusting. Gates, Balmer, and Satya Nadella are pigs.
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I just want my Publisher program back!
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GF yourselves. The smugness is a testament to microsoft’s arrogance. Not another taxpayer dollar.
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AI is always good instrument for work!
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.@VP: "There has been no company in the United States, unfortunately, that has abused this system more than Microsoft."
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Karl der Große
@ScriptureFactryOct 8
This you?
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You stink
.@VP: "There has been no company in the United States, unfortunately, that has abused this system more than Microsoft." Microsoft laid off 6,000 American workers in 2025 after certifying that it could not find qualified American employees — yet the company was approved for more than 6,000 H-1Bs and filed 3,682 PERM applications, including nearly 1,000 applications for the same positions as the laid off American workers.
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Blind trust in AI is obvious. Blind trust 🫣 in the data it used is easier to miss. A cautious answer built on bad data is still a bad answer.
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Hershal Rao
@Hershal0_0Oct 6
so you're telling me we shouldn't let chatgpt run the database at 3 am?
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Did she have to train her own foreign replacement yet? xitter.cf/WhiteHouse/status/2108…
We are protecting the American worker by shutting down the pipeline of systemic fraud that has flooded our country with foreign labor at the expense of American workers. 🇺🇸
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Wish more folks had that built-in skepticism. AI’s cool, but it’s not magic!
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值得信任的 AI 从提问开始,这个说法抓住了要害。盲目信任和全盘否定是两个极端,真正的成熟用法是带着怀疑去验证:想清楚边界案例,再做知情决策。AT&T 数据科学家这个例子选得好,说明 AI 落地的最后一公里不在技术,而在使用者的判断力。
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Gunther Eagleman™
@GuntherEaglemanOct 8
JD VANCE JUST CALLED OUT MICROSOFT FOR LAYING OFF AMERICANS WHILE BRINGING IN FOREIGN WORKERS TO REPLACE THEM. Vance says Microsoft cut about 6,000 jobs while picking up around 6,300 H-1B visas and nearly 3,000 green cards. He says no company in America has abused the system more than Microsoft has. Imagine training your own replacement and then watching your company brag about record profits. The H-1B program was never supposed to be a way for billion dollar corporations to dump American workers for cheaper labor. Finally, we have a Vice President who puts the American worker ahead of Big Tech's bottom line.
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Skepticism as a skill is the right frame. Natalie Gilbert hunting edge cases is what makes AI safe to scale. @Microsoft I expect "AI auditor" to be a standard seat on every enterprise data team by 2028, and the firms that teach users to question AI will adopt it fastest.
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Please tell us again how you AREN’T screwing Americans. xitter.cf/lundukejournal/status/…
This statement from Microsoft, regarding the 6,000 H-1B visa applications this year, is wildly dishonest. I spent many years working at Microsoft in the late 90s through the early 2000’s. During that time I experienced and witnessed widespread discrimination against White employees. - Long time “rockstar” White devs were given lower review ratings (and, hence, fewer pay raises) than their Indian co-workers (who were regularly less productive). Not occasionally. This happened so often that it was the norm. - Indian managers would primarily only hire other Indian (and occasionally other Asian) applicants over White or Black applicants. Even when the White applicants were more qualified and local… and the Indian applicants required visa sponsorship, relocation costs, and extra accommodations. Again, not every now and then. This was the norm. - On one time, the Indian management at Microsoft stuffed every White, Male employee (and ONLY White, Male employees) into a small office the size of a closet… while every Indian employee (even new, entry level ones) were given their own offices. Often with fancy-shmancy views. I’ve kept in touch with many Microsoft engineers and managers… and, from everything I’ve heard from actual Microsoft employees, the situation has not improved in the slightest. It has gotten worse in many teams and Business Units. Yes, most Microsoft employees in the USA are citizens of the USA. But they are not treated equally. blogs.microsoft.com/on-the-i…
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natalie's got it right, man. questioning ai is where it's at. don't just follow the hype. 🧠
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cool 👍😎
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企业敢不敢上AI,取决于敢不敢质疑它。数据科学家带头提问,比任何宣传都更能建立信任。AI落地最大的障碍从来不是能力,是信心。
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Your software is garbage, so your AI will also be garbage in, garbage out.
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It’s time to F**k off Microsoft. I ammmoving to Apple and Google apps now. Greedy f**ks
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u want to put ads that pause ur video games and ur pushing generate AI. yeah we "trust" u and u can trust that u won't be getting any of my money if this is the type of bullshit ur peddling.
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Can't even trust your bunk H1Bs to code an OS that doesn't just vanish the language tab in taskbar- then going to help- "change language" gets copilot: "add a language" I HAD IT. Y'all so HUA you didn't learn CHANGE from ADD. Quit hiring cheap Home Depot help, Bill.
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Most of my Co-Pilot interactions are so broken it makes me sad. I put in a picture of a recent concert I attended and asked it to identify the band. I was mainly wondering if it knew the date of the Concert, which was July 11th.
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