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kittikittitoday at 6:13 PM7 repliesview on HN

People in Florida, when I tell them about my background working with data, often scoff and claim that the data can be changed to spread lies. They have a government who arrested a data scientist when she published information about Coronavirus. This is prevalent across all of America, especially after DOGE, who encourage fraud so the data supports their political interests.

I think the reliability problem is very bad. It's not just that the US government is encouraging fraud, it's also that the average American hates AI and data science. Usually, the public would prefer reliable data, but in this case, Americans seem to prefer corruption just to spite the AI.

We're certainly living in a post-truth country. By vilifying higher education, the assumption that Americans can interpret data is challenging. Therefore, Americans are consuming biased information in their online bubbles because their media is comfortable with fraudulent data.

A concrete example of what happens whenUS economic data becomes unreliable is employment numbers. At the end of 2025, the government couldn't produce any data because of the government shutdown. Most quants and analysts utilized ADP numbers instead. A few years ago, the ADP payroll numbers and the projections by the government were perceived as aligned. This is no longer the case, and most traders rely more on ADP indicators for things like the unemployment rate.

Speculating on what other data is fraudulent, I suspect that real Gross Domestic Product (GDP) will become meaningless. It was supposed to be an indicator for economic wellbeing but now best describes wealth inequality. Nominal GDP is a slightly better measure because it adjusts for things like inflation but it's based on government produced data.

Lastly, there is widespread fraud in climate data in order to deny climate change. The data feeds into economic models and affects property values and insurance rates. I have personally received gag orders from government agencies from both the US and Europe for publishing environmental data.


Replies

throwawaypathtoday at 6:36 PM

>They have a government who arrested a data scientist when she published information about Coronavirus

That was fake news:

In May 2020, Jones was terminated from her position managing the team that created Florida's ArcGIS COVID-19 dashboard after being repeatedly reprimanded for sharing the department's work online without authorization. Jones alleged instead that she was told to manipulate the dashboard's data and that her firing was retaliation for her refusal. The OIG exonerated state health officials, finding her allegations to be unsubstantiated and unfounded. Jones later posted on social media a forgery of the dismissal letter from the Florida Commission on Human Relations, such that it appeared that her complaint had been validated.

In December 2022, she signed a deferred prosecution agreement admitting guilt to unauthorized use of the state's emergency alert system on November 10, 2020, which resulted in her home being searched under warrant by state police in December 2020. The execution of the warrant with armed police, widely referred to as a raid, was due to a 2016 battery charge against Jones by the Louisiana State University police. In 2023, Jones pled no-contest to a 2019 charge of cyberstalking a former Florida State University student. She was fired from both institutions.

https://en.wikipedia.org/wiki/Rebekah_Jones

SoftTalkertoday at 6:31 PM

> It's not just that the US government is encouraging fraud, it's also that the average American hates AI and data science.

When all they see is it being used to push narratives, they'd rather not have it at all.

Also, "There Are Three Kinds of Lies: Lies, Damned Lies, and Statistics" dates to the 1800s. This is nothing new.

show 1 reply
baronswindletoday at 6:52 PM

Citing Rebekah Jones in your argument is the opposite of convincing. She forged documents related to her firing to make her appear more sympathetic. She has been adjudicated guilty of cyberstalking and misuse of the state’s emergency notification system, and I haven’t seen a credible defense against those accusations. She’s a fraud, and many in the media uncritically boosted her claims because they shared her political aims. That people still cite her is proof of the old adage that a lie can travel across the world before the truth can lace its boots.

text0404today at 6:41 PM

Can you tell us a bit more about the gag orders? I find it fascinating that all the discussion about climate change has largely disappeared after LLMs became mainstream, and the idea that state actors may be suppressing data is equally fascinating/terrifying.

tick_tock_ticktoday at 7:37 PM

If you start all your conversations with a blatant lie that is incredibly easy to prove as such why are you surprised people scoff at you?

twodavetoday at 7:28 PM

I really don’t like people bashing my state, especially when they’re repeating made-up bullshit. Do you just believe anything negative you read as long as it fits your views?

tw-20260303-001today at 6:56 PM

“Never trust any data you haven’t manipulated yourself”.