This commentary documents systematic caste-based discrimination against Dalit tech workers in Silicon Valley, centring on a lawsuit against Cisco and testimonies from over 250 affected individuals. The article strongly advocates for recognition of caste discrimination as a human rights violation and for workplace equality protections, explicitly exposing how the Indian caste system persists and causes material harm within the supposedly meritocratic US tech industry.
It boils my blood reading something like this. A man who worked has worked for 20 yrs, paid taxes, provided for his family (in US and back home) has to suffer this much humiliation.
Compound this with the fact the person must be (most likely) on his H1B so can't leave his job and prepare for another one in peace because 2 month window is a short one to find a job.
If there is some karma in this world I hope Iyer/other guy gets it.
It is problem of those casteist employees of Cisco , Cisco , it's management and it's rules. They are simply not proper.
There are many casteists too in many companies who must be terminated from Employment if casteist behavior is found.
Note that not all upper-caste People are casteist and harmful.
I also see many Rich People whose ancestors were Dalits, who no longer need any financial grant/food/shelter from the Government claiming it from Government. It only harms very poor Dalits in need.
This Casteism at companies is bad and Casteism is crime. Also, the title of this post is Peculiar. Title must not be "90% of Techies are upper caste" as upper caste is not synonymous with casteist.
Also,there are many poor,hard working non-casteist people who by birth(not changeable) were upper-caste people who worked hard to get into good job in US,so they deserve that job.
What's shocking is that this caste system is being continued in the US. US is oblivious to this system, very few people have any understanding of this, yet it affects success in the corporate world. Obviously, there's enough Indian presence in the business to influence it, but it's flying under the US corporate culture.
I've worked with many Indian coworkers in the tech industry, and now I'm rethinking some of the connections I've observed.
For people who discuss this with Indian co-workers - don't be surprised if they find this bizarre or far fetched. For most upper caste folks, it appears as if the caste system doesn't exist because they've never been at the receiving end of it. Most people (me included) would be tempted to say - I've never discriminated, I've never seen it happen in front of me, I'm confident none of my friends would do it so therefore it doesn't exist.
But it does. It's heartbreaking that my fellow Indians have to deal with this in 2020. Just like BLM educated some white people about the existence of racism, how it manifests, how it affects people etc., we need a similar movement to educate upper caste Indians.
I've also seen the same people say "if we completely ignore caste, it'll go away". It won't. I personally can't tell you what someone's caste is based on their name because I don't care enough to find out the mapping between name <=> caste. If everyone was like this, there wouldn't be a problem. But I know for a fact that there exist people who can map name to caste and these people also discriminate on the basis of caste. These people might only be a minority but they can have a disproportionate effect. As long as they exist, the rest of us can't adopt an ostrich approach to the caste system.
The lack of self awareness amongst upper caste Indians in India and abroad is interesting to witness.
They often think of themselves as having come from humble backgrounds and 'made it' in society all on their own. Not realizing that the vast majority of Indians in India live in abject poverty without any meaningful access to basic education and other amenities. Upper caste Indians are more likely to have access to better education, have family from previous generations who were also college educated or worked well paid government jobs. These multi generational advantages have helped the current generation of the upper caste succeed in India and beyond.
The Upper caste live in their own bubble not even realizing the privilege they are born with.
My dad recently told me how during the 1980s they had two Indians working together on a project. Turns out one of them was upper-caste, and the other lower-caste, and the upper-caste basically refused. Was impossible to work with, because he was offended that he had to work with a lower-caste person.
If this attitude discrimination of Dalits by upper-castes is really so common in non-Indian companies, it sounds like it would be irresponsible to put upper-caste Indians in a position of authority over Dalits. Maybe they need additional training to help them overcome their prejudices, but this sort of discrimination and bullying should really not be acceptable. Of course if you blindly assume all upper-caste Indians are like that, it would ironically lead to discrimination of those upper castes. Education is probably the better option.
I don't get why is everyone who is saying this a result of the reservation system is getting downvoted.
I am an Indian and clearly reservation system is a spectacular failure. The reservation system actively creates a divide among castes. I will not be surprised if some these upper caste people who are fed up of reservation in India discriminate when they go to USA. These upper caste people are not discriminating due to fact that they believe that one caste is superior to another, they are doing it because they are able to sympathise with the plight of other unreserved Indians in India.
How it is to be unreserved in India:
Any unreserved Indian who wants to stay in India is basically agreeing to working two to three times as hard as a reserved Indian to get into any government jobs/colleges while at the same time their tax money is being used to fund these. Also complaining about caste system or reservation can land you in jail (for offending minorities) and the politicians use reserved people as their vote-banks providing them even more privileges for votes. This system is only going to get worse for upper castes. So even your future generations have to work two - three times as hard because of their caste. Sounds like a good deal?
Also reservation benefits only rich reserved people not the poor ones who actually need help because everyone of the caste regardless of their economic circumstances can take advantage of reservation. My grandparents were literally rag pickers at one point in their life and now they are in the middle class I'm not sure how this is due to their caste and not their hard-work. The system is utterly disrespectful to anyone in the upper class. Thus, the higher amount of immigration is of the upper class anyways.
P.S. - By upper caste I mean the "General" unreserved people and "SC ST OBC" etc are the reserved quotas.
This is more of a USA problem where people working under H1B visa are somehow dependent to their employer/manager and vulnerable to exploitation/discrimination (if the employer/manager happens to be a casteist Indian). In Canada (for example), I can flaunt my low caste without such fear.
Slightly offtopic, but the recent book "Caste" by Isabel Wilkerson explores the concept as a frame for understanding social problems, beyond just India.
I can tell you by experience the amount of concious and unconcious bias regarding caste amongst Indians both in India and abroad is ridiculous! I'm light skinned so people assume I'm "upper caste" and speak with me as such. My last name doesn't give away my caste either. I don't broadcast it or even like to talk about it because growing up I experienced innumerable instances where people's behaviors instantly changed when they found out. Some mild, some extreme but it was there.
I grew up in a metro so this isn't a backward ass village. My college fucking put the caste next to people's names on notice boards for things like seating arrangements for an exam. How the fuck is a person's caste relevant? This is normal for you?
Even in the US, people casually either slip in sentences or assume castes and speak as such. Fortunately, there are plenty of people (regardless of their caste - I never ask/care) that feel the same way. Funny enough, the people who care about caste also seem to be racially biased in my anecdotal experience. :|
If we go by the rhetoric of 'the caste system', Mukesh Ambani (an Indian billionaire) will hire poor people from his caste for C-level exec positions in Reliance.
Same thing with marriage: look at the billionaires in India. Which one of them has married a poor person from his/her caste? None.
How many of these Indians in FAANG hired some incompetent ones from his caste without acing leetcode hard questions?
If you are super wealthy, caste/color/creed doesn't matter; it is only for the poor schmucks.
As a white American who grew up with indian friends/family who traveled in India for the first time, I was pretty shocked at how different it was than I expected. It's Incredibly diverse in terms of language, religion, culture, ect and I can say that It's the only county I've visited that I left feeling I knew less than before I came.
Unfortunately, the caste system is more complex than the issue of race in the US.
The reservation system in India was instituted to bring parity between the downtrodden castes and the upper castes.
When I was in engineering school in the late 90s, if you were from a lower caste, you barely had to get passing marks in the engineering entrance exam to make it to a top engineering school. And you would still have unfilled seats.
A friend who belonged to a lower caste ( got a rank of 25000 in the entrance exam and breezed into a top engineering school), while another guy from an upper caste who got a rank of 5000, basically was rejected. You pretty much had to get a rank under 3000 if you were from an upper caste to get an admit to any engineering school.
Not everyone who is upper case in India is rich, in fact the Brahmins are mostly lower - middle class. To be poor and Brahmin is like getting doubly screwed.
The reservation system does not stop at education, you have it in public sector jobs.
Merit took a big hit, people who were unqualified started making their way into education and jobs.
It's a good idea taken to an extreme.
A lot of these "Brahmins" are butt-hurt because of this, but hey, you are in the US now, leave that feudal thinking behind.
At no point do they say "Our company does not and did not allow discrimination against a person for being dalit". That is all they would have to say to take a clear stance- and they don't.
> "Cisco is committed to an inclusive workplace for all," the company said in a statement to online news site thewire.
> "We have robust processes to report and investigate concerns raised by employees which were followed in this case dating back to 2016, and have determined we were fully in compliance with all laws as well as our own policies. Cisco will vigorously defend itself against the allegations made in this complaint." (emphasis mine).
We're inclusive! You can tell, because nothing we did was strictly illegal! And nothing violated any of our policies, which don't cover discrimination by caste!
I'm not sure if this will be seen but I'm very curious to hear from Indian folk:
I am the hiring manager at a well known software company that employs a lot of Indians on H1B visas. A while back I brought in an Indian person for a full round interview. This person happen to have pretty dark skin. On the interview team was a light skinned Indian person with a very Brahmin last name that I'd say is pretty average technically and wasn't my first choice to be on the interview team. The unbiased interview feedback sent to me was 5 yes to hire and the only no to hire (and strong at that) was the Indian interviewer...
A few days later I read about this caste situation at Cisco and I had to wonder...
Any recommendations on how I can avoid having this uncertainty if discrimination was at play? Seems like a pretty hard thing to prove.
I was born in India and grew up in the South Bay Area, which has a big Indian population. I distinctly remember other Indian kids in my elementary/middle school asking me what my caste is. I later asked my parents and they refused to tell me, explaining to me why I shouldn't care. I still don't know to this day, although researching my last name implied rural origins. I am lucky to have immigrant parents who didn't bring this ugly aspect of Indian society with them - those other kids who asked me likely had parents who did, and were imbuing their kids with it from a young age.
I know one case in a big and very internationally staffed European company where Indian employees have sort coalesced into a group (hiring amongst themselves, giving out promotions allegedly) that plays out some sort of complicated social structure - including many of them moving into the same apartment building (majorly unusual in this country!) and supposedly some caste-based status system that is rather opaque for anyone else. Within that division, non-Indians also have a difficult standing or at least say they do.
There is not much people can do about it, it would be risky topic to address. If true, it goes without saying that this is completely unacceptable on many levels. It breeds serious negative sentiments: I have heard other employees talking quite badly about the situation and Indian employees involved. Several people, all I talked to actually, actively try to leave that team.
I know that forming a cohesive subgroup in a foreign culture probably gives comfort, but (to the degree that this is all true) I'd urge Indians working abroad not to do this. It'll eventually have negative consequences for everyone involved. I was seriously surprised by the sort of negative comments I have heard from non-Indian team members.
As a former H1-B myself, I thought the "2 month window" was a very unofficial grace-period and actually, de-jure, you're ostensibly meant to leave the US immediately (literally, the same day) and only return when a new sponsor agrees to take you on.
To be fair, it requires a lot self awareness and external education to learn about your own privilege and how difficult (relatively) other people have it. It's not easy.
> A man who worked has worked for 20 yrs, paid taxes, provided for his family (in US and back home) ...
You don't understand what you have taken for granted. In the name of hindu religion, citing the vedas education has been denied to all non-brahmins(other than priestly caste) until Britishers arrived. This is the reason majority of the indians are first college goers in their family. For us what you described is the definition of heaven.
> What's shocking is that this caste system is being continued in the US.
There are no overseas communities of majority Indian subcontinental origin that maintain rigid caste distinctions. Not even Mauritius which is majority ethnic Indian or Fiji or Guyana where they’re about half the population. Caste will not be maintained in America for the same reason no ethnic group maintains itself without religious endogamy or continuing immigration; People socialize and mate with those they spend time with unless there are powerful reasons not to. All will be assimilated in time.
It's important that companies are aware of this, take complaints seriously, inform their Indian employees that this is not acceptable, explain where and how to report this, and offer training to overcome these prejudices.
And have clear sanctions: if someone does discriminate against lower-caste colleagues, and especially when they abuse their power against them (by denying promotion, keeping them away from prestigious projects, etc), then the abuser should be demoted or fired.
If you want to work in an environment where caste matters and the caste hierarchy is observed, do not work for a western company.
Also, maybe there should be some education projects and affirmative action for those Dalit communities.
I saw the situation a bit differently, the upper caste guys would have no problem working with the lower caste ones simply because this meant they never had to work. They would pawn off all the work on the others and order them around. And if I tried to force any work on them it just backfired since they just shoved it down the throats of their "slaves".
Even trying to embarrass them in a meeting didn't work. With all eyes on them they would just look at me with a look of mild surprise. They simply (and sincerely) could not acknowledge why someone would phrase as a criticism something that for them is so naturally correct. For them it looked like criticizing a farmer for using work horses. I found this as some of the most disgusting behavior I have ever witnessed in a place of work.
This. I think US people see caste system as something like skin color based racism in west. Actually it is much more complicated than that.
I know people from upper castes who were actually middle class farmers, and those from lower castes that got benefit from quotas even if they were rich[0].
Affirmative action is always bad. Because the people getting benefit of it are likely to be privileged. In this particular lawsuit, the discriminated was mentioned to be an IIT alumnus. It is basically hard to get into an IIT without decent investment in study materials / training to pass entrance exams these days. But still most of the seats are reserved for SC/ST/OBC and availed by people who are rich.
After reading this, some so called Indian liberals jump in to defend this is never the case. Go to an IIT and check the list of students who got in due to affirmative action (called reservation here). You will find most of them having wealthy parents because most students who write IIT entrance exams take coaching[1], and that's quite expensive.
Some media likes to highlight this or this may even give impression that upper caste Indians are casteist. They are not. But they are likely fed up with the abomination that reservations (affirmative actions) are.
Apart from that, there is likely chances of nepotism in bureaucratic organizations like Cisco.
Also, as for as I know, the caste system alone doesn't explain why South Indian upper caste people are more successful than North Indian upper castes (Brahmins / Baniyas) who outnumber them easily, and also appear more in IITs/NITs.
Everything you say rings very true to me. Most Indians are very reluctant to talk about this. Of several that became friends when I worked with a team in BLR, only one became close enough that we could discuss it. He himself was from one of the very highest sub-castes (which he taught me was trivially knowable from his surname) but very enlightened. I was shocked to discover that all but two or three out of about fifty colleagues were Brahmin[1]. It explained a lot of the dynamics I had already observed, like why one of the best engineers in the place had never been promoted or why some of them literally wouldn't even talk to another. Caste, especially Dalit vs. everyone else, still seems to be very much a thing. But, as you say, nobody wants to discuss it.
[1] That's the word he used. It might well have been shorthand for a more complex concept that he knew I wouldn't understand.
I'm Norwegian, living there. A very good friend is Indian, her parents moved here while she was just a few years old. I never heard her talk about her caste, or the system in general really.
That is, until one day, out of the blue, she said she was getting married. Her parents had found a boy who also grew up here in Norway that she was to marry the following year.
After a bit of talking it was clear she was not very fond of the idea of her parents finding her a mate. However from what I gathered she was just about as worried about his caste.
He was of a lower caste than her, and this was not ideal at all from what I understood. However, his family was rather well off, so perhaps it would be acceptable after all...
This came as a complete shock to me, as I had perceived her as rather liberal and as mentioned had never heard her speak of her caste or similar. But there it was, weighing her down.
reservation system is not the issue. It's politicized heavily. For people who for generations have been fucked with and been given no opportunity to do better cannot suddenly do good for themselves and their family without help. This is not a problem.
> They often think of themselves as having come from humble backgrounds and 'made it' in society all on their own.
The number of people I've run into that claim this, but their parents paid their rent, or bought them a house, or they work for their family's company, is staggering. It's a common blind spot for upper middle class and rich people.
That doesn't seem like a situation where a great deal of discretion and nuance is called for. The "upper-caste" guy should find himself outside the building with all his shit in a cardboard box five minutes after expressing such an attitude.
> I am an Indian and clearly reservation system is a spectacular failure. The reservation system actively creates a divide among castes. I will not be surprised if some these upper caste people who are fed up of reservation in India discriminate when they go to USA. These upper caste people are not discriminating due to fact that they believe that one caste is superior to another, they are doing it because they are able to sympathise with the plight of other unreserved Indians in India.
Replace:
- reservation system -> affirmative action
- upper caste -> middle class "true" Americans / white Americans / people born well-off / etc
and this reads exactly like rich white conservatism in America, and falls into the exact same pitfalls of "well I worked hard so obviously I deserve it". Systemic oppression is not erased by hard and honest work of the descendants of oppressors, it must be actively fixed.
I don't mean to say this as a way to call out India specifically as the US obviously has done quite badly here. The point is that it's quite wild to see the direct parallels of systemic classist oppression and the same story playing out here.
When you have unjust power and things are equalized, psychologically it feels like you are losing something. It's not an illogical response to dig in your heels into "but I earned it" and "but reverse discrimination", but people must fight that basic instinct to understand beyond their own perspective.
Preemptively, I want to state this: the more mild form of this argument goes "yes there's discrimination we need to solve, but let's not let the pendulum swing past the point of equilibrium and hurt us in any way". This is effectively stating that you value never facing actual oppression over the solving of a long faced oppression of others in a timely manner. It's an inherent devaluing of the oppressed while acknowledging they are, indeed, oppressed.
For what it's worth, among many times asking for this, I have yet to encounter a historical example of a time the "pendulum" actually swung too far. This is more or less the story of civil rights in America over the centuries. Every time is a step towards equilibrium, stunted and delayed by many sympathetic oppressors cutting actions short.
> For people who discuss this with Indian co-workers - don't be surprised if they find this bizarre or far fetched. For most upper caste folks, it appears as if the caste system doesn't exist because they've never been at the receiving end of it.
A little bit like the class system in the United States (or France) eh :-)
I am not from an upper caste either, but my experience doesn't match with yours at all. My peer group is less culturally Indian than others, but I wonder if experiences such as yours are more pronounced in certain regions or groups, more than others.
I have never once been asked my caste, and I have never once seen my friends be asked their castes. But, I realize that being middle class in an Indian metro city already puts me in the 10% class of India that is somewhat shielded from this stuff. I also know that caste becomes a huge thing during marriages and dating. But, I haven't seen much of it in tech. It is far more prevalent in careers where you need communication with under-skilled workers (mechE, civilE), since these workers stick by castes quite closely.
> My college fucking put the caste next to people's names on notice boards
Would you be willing to tell me what university this was. I can't imagine this being the case in any metro city in India.
I won't call you a liar, but this is the first I hear of it and the burden of evidence is on you.
> I'm light skinned so people assume I'm "upper caste"
Oh yeah, I am too, and I can completely empathize with this people making this assumption. Although, it has been more commonly used in situations where it is used as a way to say "you do not understand the problems of lower caste / dark skinned people in India" than anything else.
________________
Caste based discrimination is a huge problem in India, especially in non-metro India. But, my 2 cents, I have yet to notice any in my time in Tech in the US. ( I did go to a university/location with low south Asian%, but my peer groups in university were very Indian, as are most masters programs, but YMMV)
This is true for most countries, how many developers do you know that come from real poor families? In my experience most had it pretty good, that's why they had a computer and maybe internet growing up, and time to play with it, and time to study instead of working to support yourself and the family.
It has another side that validates their opinion. ( I am neither upper caste, nor come from a historically wealthy family)
In many cases parents will live incredibly frugally their whole lives to save up enough money for their child's education. Growing up on $3-8k annually is a humble background for a family when look at from the American lens. Qualifying for Indian universities is a nightmare exam that takes 2+ years of 10+ hrs a day of study. The kids compromise on any hobbies and a life just to MAKE IT.
Everything in India IS far harder than the developed world. A family that can't afford a personal vehicle, air conditioning or a single vacation over their lifetime is a humble family. Being successful enough to make it to the >95th percentile in the western world from such beginning is commendable and something a person should be able to take pride in.
Now, is it still an order of magnitude less hard to do this than it is for a dalit ? Ofc it is. But, should a person born in the western world feel ashamed to get a phd because kids in Africa are dying of hunger ? NO.
> Come from humble backgrounds and 'made it' in society all on their own
> Upper caste Indians are more likely to have access to better education
Both these statements can be true. One should not need to throw away pride in their accomplishments to empathize with someone less fortunate.
> I also see many Rich People whose ancestors were Dalits, who no longer need any financial grant/food/shelter from the Government claiming it from Government. It only harms very poor Dalits in need.
This is something I have been thinking quite a lot about.
The Govt. really struggles to cap affirmative action to only those who need it.
I knew people who were from lower castes, used reservation to get in and had Macbooks, iPhones and spent summers abroad touring.
How hard is it to disqualify them due to financial means ? There are too many poor Dalits who would rather use those seats.
Yup. And IIRC caste isn't a protected class in the US, they can completely ignore the problem -- or even actively allow or endorse it! -- and still be "fully in compliance with all laws".
They don't care about right or wrong, they only care about making the most money they can while staying within the technical legal constraints of the countries they operate in.
I doubt they'd stop at workplace discrimination, if the CCP or Indian government wanted to leverage their tech to kill people (Dalit or Uighur) I'm sure they'd line up to do it (of course they’d rationalize some reason why it wasn’t their problem).
Do you have meetings where you talk about the interviewee? A strong no usually merits some kind of explanation. In addition, we always have at least 2 persons in each interview to ensure that a bad interviewer doesn't just make shit up.
Companies also have bias training which can be very useful.
To right historical wrongs is not easy. I initially thought of the reservation system as a terrible idea because of exactly the reasons you stated.
These policies are meant to help society in aggregates so there will always be folks who get screwed. Its important to keep trying though. While slavery in the US is perhaps 300 years old, the caste system has been seemingly around since the beginning of civilization on the Indian subcontinent...that's an unimaginable amount of time over which certain sections of society were systematically discriminated against.
I know this is a caste thread, but there might be a more general issue at play here - a mediocre person may not be able to recognize a talented person, a good solution or a good design. Not putting mediocre people on interview panels would be way higher on my list before getting to cultural or discrimination issues. I am almost inclined to bet that more talented people are less likely to discriminate anyway based on race caste etc... because they don't have the same insecurities.
> My college fucking put the caste next to people's names on notice boards for things like seating arrangements for an exam. How the fuck is a person's caste relevant?
I have seen far less serious things related to caste dragged on media for days. I think this is illegal, and I am sure I heard in the news there is a law against marking someone's caste. Also there is law where you can be selective about disclosing caste and won't have to disclose it if you don't want the benefit. Any proof you have for this?
Pardon me for making assumptions but you seem to be not Indian, which makes me wonder how did you know that one of the persons on the interview panel had "very Brahmin last name"?
The entire article is fundamentally about discrimination based on caste and ancestry. Central lawsuit and case study (John Doe at Cisco) document systematic discrimination. Multiple specific examples of discriminatory practices cited.
FW Ratio: 67%
Observable Facts
John Doe case: 'Iyer recognised John Doe and instantly began ridiculing him in front of all the other higher-caste Indian employees at Cisco, saying that John Doe was a Dalit.'
Describes demotion from lead role, denial of bonuses, blocked promotions after being identified as Dalit.
Reports 'At least 250 Dalit techies working in firms such as Google, Facebook, Microsoft, Apple, and Netflix have reported instances of harassment, humiliation, bullying, and career-halting interventions by high caste Indians.'
Specific example: 'One Dalit woman who is from the Valkimi caste... was humiliated by her Indian co-workers and asked to clean up after team meetings as some sort of sick joke.'
Inferences
The detailed documentation of systematic discrimination across multiple companies and individuals provides extensive evidence of Article 2 violations.
By exposing these patterns, the article strongly advocates for protection against caste-based discrimination.
The article's central focus is workplace discrimination and denial of fair work conditions based on caste. Extensively documents violations of work rights including demotion, reduced compensation, blocked advancement, hostile environment.
FW Ratio: 57%
Observable Facts
Core case study: John Doe was 'demoted from his lead role on two projects' after being identified as Dalit.
Systematic denial of advancement: 'didn't give him any bonuses, and thwarted any chances for promotion.'
Describes employment discrimination across multiple companies: 'At least 250 Dalit techies working in firms such as Google, Facebook, Microsoft, Apple, and Netflix have reported instances of harassment, humiliation, bullying, and career-halting interventions.'
Specific employment harms: 'received less pay, fewer opportunities, and other inferior terms and conditions of employment because of his religion, ancestry, national origin/ethnicity, and race/colour.'
Inferences
The extensive documentation of workplace discrimination is fundamentally an advocacy for Article 23 right to work.
By detailing specific harms (demotion, pay reduction, promotion blocks), the article demonstrates systematic violations of fair work conditions.
The lawsuit itself is framed as a mechanism to protect work rights against caste-based discrimination.
The article grounds itself in principles of human dignity and equal worth. Opens by framing caste discrimination as 'terrorising' a marginalised group and emphasises that discrimination contradicts meritocratic principles underlying modern society.
FW Ratio: 50%
Observable Facts
Article opens: 'the caste system has terrorised one of the most marginalised groups in India... it is happening in the US tech industry.'
Frames tech industry as place that 'people normally associate with egalitarianism and a thirst for talent regardless of colour, race, religion, or any other creed.'
Inferences
By invoking egalitarian principles and contrasting them with caste discrimination, the author implicitly advocates for Preamble ideals of human dignity.
The juxtaposition of meritocratic ideals with actual discrimination suggests the author views caste bias as fundamentally incompatible with foundational human rights principles.
Article advocates for equal dignity and rights by documenting how caste system violates this principle in practice. Argues that merit and talent should determine outcomes, not caste.
FW Ratio: 50%
Observable Facts
States 'the caste system... continues to play a heavy role in deciding which Indians prosper' despite tech industry being 'uber-meritocracy.'
Describes how Dalits are treated as 'essentially subhuman, genetically inferior, and lazy' despite equal qualifications and credentials.
Inferences
The critique of merit-based systems being corrupted by caste hierarchy is fundamentally an advocacy for equal dignity and rights.
Juxtaposing IIT degrees and Stanford education with continued discrimination highlights how caste undermines Article 1 equality.
Core argument: caste system denies recognition of Dalits as persons with equal status and rights. Article extensively documents dehumanisation and legal non-recognition.
FW Ratio: 60%
Observable Facts
States directly: 'Dalits are still looked at as essentially subhuman, genetically inferior, and lazy by most upper-caste Hindus.'
Historical exclusion from all basic social participation: water wells, education, dining, prayer spaces, physical proximity.
Legal non-recognition at Cisco: HR said 'caste discrimination was not unlawful.'
Inferences
By exposing the dehumanisation of Dalits, the article advocates for recognition of their full personhood and equal legal status.
The documentation of systemic social exclusion is fundamentally an argument for Article 6 rights.
Article documents cruel treatment and degrading practices against Dalits, both historical and contemporary. Describes torture, abuse, and humiliation in the workplace.
FW Ratio: 60%
Observable Facts
Historical practice: 'if a Dalit saw a higher caste walking down the road, they would have to flung themselves to the ground to not contaminate the upper caste person with their shadow.'
Physical violence: 'Violaters would be beaten, often to death.'
Contemporary workplace: 'humiliated by her Indian co-workers and asked to clean up after team meetings as some sort of sick joke.'
Inferences
The detailed documentation of dehumanising practices is fundamentally an advocacy against torture and cruel treatment.
By exposing systematic humiliation and degradation, the article argues these practices violate basic human dignity.
Article advocates for equal protection under law by exposing systematic failure of legal systems to protect Dalits from discrimination. Lawsuit itself is framed positively as remedy attempt.
FW Ratio: 60%
Observable Facts
When John Doe sought to file HR complaint about caste discrimination, he was told: 'caste discrimination was not unlawful.'
Lawsuit had to be filed by California Department of Fair Employment and Housing, suggesting prior legal system gaps.
Cisco's response: company claims compliance with laws and policies, but plaintiffs allege systemic violations went unaddressed.
Inferences
The article advocates for legal equality by exposing how existing legal frameworks failed to protect Dalits.
The need for a formal lawsuit indicates structural failure of companies and possibly legal systems to provide equal protection.
Article documents caste-based restrictions on marriage, family formation, and protection of women and children. Advocates for family autonomy against caste-based control.
FW Ratio: 60%
Observable Facts
Article states: 'God help them if they marry out of their caste.'
Describes systematic abuse: 'Their woman and children are physically and sexually abused on a serial scale.'
Notes restrictions on family association and social participation based on caste.
Inferences
By documenting caste-based restrictions on marriage choice and family formation, the article advocates for family autonomy rights.
The emphasis on abuse of women and children implicitly argues for protection of the family from caste-based control.
Article documents educational discrimination and segregation against Dalit children. Notes both denial of education and segregation when access is granted. Advocacy for equitable education rights.
FW Ratio: 60%
Observable Facts
States: 'Dalit children are either denied education or cannot study with UC peers.'
Despite segregation, some Dalits like John Doe do reach elite institutions (IIT), suggesting some access but within discriminatory context.
Historical restrictions on education access for Dalits noted.
Inferences
By documenting educational denial and segregation, the article advocates for equitable access to education.
The mention of Dalit IIT graduates alongside discrimination suggests the article argues for merit-based advancement in education.
Article frames caste system as fundamentally incompatible with modern social order based on merit, equality, and human rights. Advocates for social order based on human rights principles.
FW Ratio: 60%
Observable Facts
Article opens by noting caste system's persistence 'in a space many consider to be an uber-meritocracy -- the US tech landscape.'
Emphasises contradiction between meritocratic principles and caste-based hierarchy.
Describes how 'special societal coding' of caste persists despite educational and professional achievement.
Inferences
By highlighting the contradiction between meritocracy and caste discrimination, the article advocates for social order based on human rights principles.
The critique of caste system suggests the author views it as fundamentally incompatible with modern, rights-based society.
Article documents threats to security of person through harassment, bullying, and career sabotage. Historical context of physical violence. Current psychological/economic harm documented.
FW Ratio: 60%
Observable Facts
Historical: 'Violaters would be beaten, often to death, and incredulously, they still are today.'
Current: 'Bullied, humiliated, with careers in tatters and H-1B visas revoked, their history continues to be a living nightmare.'
Workplace harassment described as sustained campaign of isolation and intimidation over two years.
Inferences
The documentation of systematic intimidation and harassment implicitly advocates for the right to security of person.
The mention of ongoing physical violence and psychological abuse suggests advocacy for protection from threats to personal security.
Article frames the lawsuit as a positive development and mechanism for seeking remedy. Positions legal action as appropriate response to discrimination.
FW Ratio: 60%
Observable Facts
The lawsuit was filed by California's Department of Fair Employment and Housing on behalf of the complainant.
Article describes this as making 'waves over the past few months' - framing legal action as significant development.
Lawsuit is presented as documentation of systemic discrimination, validating the employee's experiences.
Inferences
By covering the lawsuit extensively and positively, the article advocates for formal remedy mechanisms for human rights violations.
The legal action provides a pathway for accountability, which the article frames as necessary justice.
Article documents discrimination based on religion and caste identity, including restrictions on religious practice. Implicitly advocates for freedom of conscience and religion.
FW Ratio: 60%
Observable Facts
States: 'they cannot pray where UCs pray.'
Describes discrimination explicitly rooted in religious/caste identity system.
Notes caste is tied to religious identity and historical spiritual classifications.
Inferences
By documenting restrictions on religious participation, the article implicitly advocates for religious freedom.
The critique of caste-based discrimination includes criticism of religiously-grounded systems of oppression.
Article documents systematic economic disadvantage and denial of adequate standard of living for Dalits. Historical context and contemporary workplace discrimination both prevent adequate living standards.
FW Ratio: 60%
Observable Facts
Historical: Dalits 'have historically been involved in occupations such as working with leather, cleaning sewers, or killing rats' - assigned to degrading, low-paying work.
Contemporary: denial of bonuses, reduced pay, and blocked promotions prevents adequate earnings.
Economic consequence: if Dalit is born, 'they will die a Dalit, and their children are almost certainly destined to a life with no upward mobility.'
Inferences
By documenting systematic economic exclusion across generations, the article implicitly advocates for adequate living standards.
The emphasis on blocked economic advancement suggests advocacy for fair compensation and economic opportunity.
Article describes formal legal proceeding (lawsuit) for adjudicating discrimination claims. This implicitly advocates for fair and public hearing mechanisms.
FW Ratio: 67%
Observable Facts
Article documents formal lawsuit with specific allegations and company response, suggesting access to legal proceedings.
Both parties (plaintiff and Cisco) have made public statements about the case.
Inferences
The coverage of formal legal proceedings implicitly advocates for the right to fair and public hearing for grievances.
The article itself is an exercise of expression, amplifying Dalit voices and testimonies. By publishing criticism of caste system and discrimination, advocates for freedom of expression.
FW Ratio: 60%
Observable Facts
The article is published as commentary in a major publication, demonstrating exercise of expression right.
States: 'The lawsuit immediately opened up a wave of stories by Dalit techies who detailed their persecution in the US.'
Includes direct testimony from affected individuals about their experiences.
Inferences
By amplifying Dalit voices and publishing criticism of caste system, the article advocates for freedom of expression.
The coverage validates the importance of allowing marginalised groups to tell their stories publicly.
Article documents systematic exclusion from cultural and social participation - cannot eat, pray, or socialise with upper castes. Implicitly advocates for cultural participation rights.
FW Ratio: 60%
Observable Facts
States: 'they cannot eat where UCs eat; they cannot pray where UCs pray.'
Describes social segregation: 'their villages are separate and hence, they are forbidden from walking through upper caste ones.'
Notes restrictions on all forms of social and cultural participation.
Inferences
By documenting systematic cultural exclusion, the article implicitly advocates for participation in cultural life.
The emphasis on everyday restrictions (dining, prayer, walking) emphasises the totalising nature of cultural discrimination.
Article documents systematic denial of economic benefits and social protection (bonuses, promotions, fair pay) to Dalit workers. Implicitly advocates for social security and economic protection.
FW Ratio: 50%
Observable Facts
John Doe case: 'He isolated him, didn't give him any bonuses, and thwarted any chances for promotion.'
Describes discriminatory employment terms: 'received less pay, fewer opportunities, and other inferior terms and conditions of employment.'
Inferences
By documenting denial of bonuses and economic benefits, the article implicitly advocates for equitable social and economic security.
The emphasis on lost promotions and opportunities suggests advocacy for economic protection and advancement.
Article describes structural failure: Cisco HR explicitly told employee that 'caste discrimination was not unlawful,' indicating company failed to provide equal legal protection. Lawsuit had to be filed because legal system did not initially recognise caste as protected category.
Terms like 'terrorised,' 'horrifying,' 'living nightmare,' and 'sick joke' are emotionally charged but grounded in documented discrimination and abuse.