This post is pretty bizarre, but it manages to hit on so many false beliefs that I've seen hurt junior data scientists that it deserves some explicit

Pretending that voting for Trump or denying climate change or suggesting the solution to every problem is more guns is a legitimate point of view, worthy of respect is not "how America works." It is how it dies.

People in a free society are entitled to any point of view no matter how obviously wrong or outlandish or destructive provided they do not impose their views on others.

But suggesting that something ignorant or divorced from reality warrants the same kind of treatment in public debate as something based in fact or at least credible is absurd and when done on behalf of a society in public media or academic settings it is self-destructive.

We would not grant media coverage or much bandwidth at all to a group that argued that unicorns exist or that there was a pot of gold at the end of the rainbow. Yet views like denying climate change or basing policy decisions on sweeping, obvious lies, are just as unsound.

Somewhere, somehow, judgments must be made. Some behaviors are wrong and must be condemned. Someone must challenge lies and demand facts. Coddling people who embrace idiocies does not help them no matter how loudly they demand to be coddled.

#Thread - 1/21

A story of a brave woman who let her "breast" cut to protect the life of Netaji Subhash Chandra Bose!

Neera Arya was born on March 5 1902 in Khekra Nagar, Uttar Pradesh in a distinguished & eminent businessman Seth Chhajumal's family. Since her childhood,

2/21
She was a true nationalist & always had a vision of becoming a part of the freedom fighter movement. She was also reportedly accused as an undercover by the British Govt.

That was the time when her father's business was flourishing in Calcutta, though his business was..

3/21
spread across the country but Calcutta was the center of his business and that was one of the reasons why her education was done in Calcutta. During that period of time, she had learned quite a few languages along with Bengali, Hindi, English.

4/21
Her father got her married to a CID Inspector "Shrikant Jairanjan Das" in British India but they were two different individuals, Neera Arya was a true nationalist but her husband was a true British servant. She was highly motivated & she had an urge of getting us freedom..

5/21
so she ended up joining the Jhansi Regiment in Azad Hind Fauz after the marriage. It was the regiment that the British always accused them of spying on British Govt.

It was the time when Neera's husband Jairanjan Das was given the responsibility to spy on Netaji Subhash..

If an employer is willing to be abusive to you prior to hiring you, when you have maximum leverage and they are maximally incentivized to play nice, I think that gives you *extremely actionable* signal as to how they'll treat you when you're working there and dependent on them.

For candidates: evaluate prospective employers accordingly.

For startups employing e.g. engineers: given that your candidates should evaluate you accordingly, be *extra special* careful to operate like professionals with regards to e.g. interviewing, offers, and negotiation.

"Can you be more explicit about 'abusive' here?"

Not without violating a confidence, but as someone who has been on hiring side of table and is a capitalist, there are *clearly* things you could do which would be "sharp operating, but we're all sharp operators" in some contexts.

Hiring employees is often not one of those contexts. The nature of the relationship, the asymmetry in power, and the social contract strongly counsel you to be a lot better there than you are minimally required by law / contract.

A thing which aesthetically frustrates me is that a lot of the things I've heard companies do here serve *no legitimate business purpose.* In some cases it's getting tens of dollars of advantage. TENS! On an engineering candidate!