More than 1,200 Google workers condemn firing of AI scientist Timnit Gebru
theguardian.com
theguardian.com
At that point she was on her way out, one way or another; most employers would rather not work with people like this.
Given her role is likely just for PR it seems rather foolish not to at least give her two weeks notice or something.
I mean, I don't see how google could NOT terminate her after such an event. I am in a nation with extremly strong worker protection law but that action alone would be enough to fire you on the spot.
They are not as strong as you think then.
In countries where there are strong work protections law striking is a right, you don't get paid for the time you don't show up at work but you can obviously convince an entire department or an entire company workforce to go on strike, without consequences.
Without it the protection is not strong, it means an entire company against the individual worker, which is obviously unfair (regardless of what you think about work protections law, Google against a single human being it's an unfair battle, that's why "strong protection" means that the worker deson't have to fight alone and can call other workers to join the fight).
If I wrote an email like that not only my union would not protect me, they would most probably tell me the employer took the right decision because I put at risk other employees positions (if they followed my reccomandations to stop working just because I said it)
This not some crazy conspiracy that she got fired. It would be noteworthy if someone who did what she did didn't get fired.
Google lured many of these researchers away from academic roles, with the tacit promise that they would be able to continue their research - and at times political - endeavors relatively unencumbered. Google has built a research empire on this promise, which has been responsible in part for their continued dominance in various markets.
My point here is that these researchers have a lot of leverage. Advocating for action within an organization, counter to the current immediate goals of management, is only taboo (and thus “fireable”) in most companies because workers have almost no leverage, generally speaking. Not because it’s some inherently “bad” thing. If Google becomes seen as a place that fires researchers for advocating for their beliefs, especially in a capacity that they’ve been explicitly hired to do, then I think a lot of researchers would - and rightly should - reconsider whether such an environment is consistent with their values as academics and, often times, activists. Google’s research group is enormously valuable to the company, and there’s only so much reputational damage of this nature the organization can sustain before academics decide to take their talents elsewhere.
Serious question: what makes them strong if employers can't organize a simple strike?
You have to follow strict procedures, work with your union and go into one or more formal negotiating tables with all the representatives of all the interested parts before even thinking about giving an ultimatum like that. And for sure you cannot communicate in that way using directly your work email
Because in my country you can't be fired for using the work email for that.
Communicating with other workers using their work email is absolutely allowed, courts ruled about it several times [1].
I usually receive trade unions (there are several of them) communications on my work email from the unions' work email, because they have been authorized by the company to send them.
In this case she wrote directly to workers using work email, but having no union or labor protection laws it doesn't make any difference whether she could or couldn't, she could be fired anyway without having to provide any reason.
In countries where there are strong laws protecting workers she would have written to the union members and they would have done the same thing: write directly to the workers.
Of course she did it at Google so it is different, but here the strict procedures to call a strike are only necessary if a public service that requires continuity risk to be interrupted, otherwise unions are only required to alert the company that the strike is going to happen, but have no requirement whatsoever on how to organise it.
Which sound logical to me,strong protection means IMO freedom to collectively counter the actions of the company, if that's not allowed the protection is not strong.
[1] Court of Catania, Labor Section, February 2, 2009 "The RSU employee can send trade union communications by e-mail to the employees of the company during their working hours and to their company e-mail address using his personal e-mail address"
Perhaps.
But doesn't explain stagnation in Japanese economy where there are no Italian unions.
Or why France did much better despite having even stronger work protections laws than Italy and wilder strikes (the gilet jaunes for example) or those happened last year against the pension reform where the workers of public transportation went on strike - for weeks - without even announcing it.
Even countries like Germany, Singapore, Switzerland and Finland are doing worse than Pakistan in the GDP growth race.
My point was than if there are stronger work protection laws somewhere else and the laws of your country are weaker, they are not very strong, they are moderately strong.
Japan seems to have evolved a work culture very similar to strongly unionised societies but without unions. Japanese salaryman culture is famously a culture of employment for life with unusually strong loyalty between employee and employer, hence weird things like "banishment rooms" that you don't find elsewhere. If it's the end results that matter and not the means, Japan might not be a good counter example.
I think French strike law sounds tighter than Italian strike law? The French are famous for striking but strikes must still be a collective decision and related to a specific set of issues, whereas Italian strike law really does sound incredibly broad and vague.
With respect to Pakistan, that's doesn't mean anything, poor countries always have very high GDP growth. It's easy to grow something small and backwards by a lot because you can get a lot of relative growth just by copying what other countries do, and less absolute improvement is needed to get a percentage point of growth to begin with. You can only compare GDP growth rates between countries of a similar level of wealth.
Of course, if you leave on good terms, your superiors might look at you kindly and work with you to meet not just their needs, but also your needs. That's why it pays to be humble and generous in your interactions with other people.
You can as an employer walk away whenever you want, you just don't get the salary for the difference between the notice and when you left.
Example: if you have to give 30 days notice (very common in Italy) and leave on the spot, after your resignation have been accepted, you have to give the company the equivalent of 30 days of pay.
Which is exactly the money they should give you aniway if you stayed for the entire notice time.
But usually the employer and company find an agreement before coming to that.
Google exercises a subjective standard to determine whether or not an employee is using mailing lists inappropriately (e.g. James Damore).
Source: ex-google
You realize that this is just an argument that whoever is in a position of authority over you is right by virtue of having that authority?
Is insubordination to represent your responsibility area, as Ethical AI Researcher?
Is insubordination to send an email in order to establish dialogue around matters of disagreement between professionals?
After reading, it seems very much in line with her role as an ethicist. She merely states that there are various risks associated with processing large datasets.
Its a bit sad that they attempted to censure such an innocuous paper that without malice states “there are risks to consider.”
What's the strongest argument against her "merely" doing this?
As I've stated in other post, this is very, very troublesome for AI and Google.
OTOH, Google has much emphasis on ethics in AI/ML otherwise. But the whole company, especially management, need to put actions in alignment with their words on this matter.
Such behaviour, unless corrected, undermines Google's entire AI/ML and cloud operations.
It's called steel manning.
However, without revealing names the paper outlines internal company matters, presenting opinions and tautology that do not fit proper format of professionally published research. Instead of reworking a flawed paper, the researcher escalated and exposed individual opinion, publicly. Such company representation is out of scope for research positions. As Google could not agree to terms of email, it was taken as resignation notice.
I believe we should have no curruption in Russia. By your logic, unless I can give a strong argument in favour of corruption, I am not prepared or not honest?
Are you prepared to give a rigorous argument in favour of: terrorist attacks, slavery, eugenics, facism, child labour, sexism
> If you can't argue the counter of your own position in the most honest way possible then either you're not prepared or not honest.
I didn't say that if your position is on the opposite side of child abuse and you don't want to change your position that you aren't honest.
Yes, I'm prepared to try and make the strongest argument possible for things I may not fully understand, until I do. Whatever those things make me feel.
Sometimes the strongest arguments have large flaws (mostly moral with you examples) but sometimes we just don't understand the opposing arguments and then just create strawmen to rage against.
I'm opposed to this type of irrational emotional behaviour. It causes things like mob violence which I'm very familiar with.
So when someone can't articulate the opposing views then they need to be warned or directed to do so. If they refuse and run back to a strawmen then yes they are not honest and obviously not prepared.
uMkhonto we Sizwe was a terrorist organization. But they had a very strong argument for why terrorism was an appropriate action.
I don't say that I agree with their use of violence, but they had an argument that makes blanket statements like "terrorism is evil" harder to make.
https://analyticsindiamag.com/how-is-ethical-ai-different-fr...
https://www.kdnuggets.com/2016/03/ethics-machine-learning-ta...
The strongest argument for her not doing it is keeping her job vs maintaining her professional responsibility as an ethicist, no?
I don’t understand how we arrived at some conception of workplaces as little dictatorships, where bosses can treat people however they want and that’s somehow good or legitimate.
If you want out of the contract the boss cannot make you do the work. You have agency, they cannot threaten you with violence as a dictator could.
In my opinion, might doesn’t make right. Managers aren’t de facto right purely by virtue of being a manager.
When it comes to who has the ability to steer subordinates, managers are always right. Except if their managers disagree...
They have complete authority... They don't have to have someone else endow it to them or give it to them...
So yes, they are by definition authoritarian. That's one of the cornerstones of being able to own private property.
But my point is that all of your arguments rest on an unquestioned assumption about how ownership translates to authoritarian control of others without explaining how or by what justification that power is arrived at.
The answer of course is that it’s a social construct enforced by states to varying degrees, present and historically, and thus no way inherent to the thing itself. Appeals to status quo are therefore not justifications for the validity of the relationship, as it has changed over time, proving malleable to all kinds of political and social forces (e.g. the abolition of slavery, the formation of unions, worker collectives). Defending an authoritarian relation to property as it relates to other people’s labor thus require an actual and explicit defense, which you have so far not provided.
Very much so for refusing to do work assigned to you.
And it doesn't mean "bosses can treat people however they want". It means "you are employed to do a job, if you refuse to do that job, you are no longer employed"
Also, "do my bidding" should be written as "do your job."
I'm from a country with strong labor protections (striking, 3 strike dismissal etc.), and you're moving the goalposts.
The UK is an example of a European country with relatively tough union laws. The list of issues that it's legitimate to strike over is restricted, votes are required, the general secretary of the union must authorise the strike and so on. Strikes do happen of course but not because some random middle manager threw a hissy fit about feedback on a paper she wrote.
Gonna take a quick guess you're still in undergrad.
Yes, this is literally how employment works. Your future boss's job will be to use your labor efficiently for the company. You may disagree with your boss on an assignment, in which case it would be wise to schedule some time and professionally discuss your concerns. Your boss may be persuaded, and good bosses will try their best, within reason, to keep their subordinates content with the work they're doing.
However, at the end of the day, the boss may disagree with your points and still require you to do the job as assigned. If you refuse, you will likely be fired. Note that you also have agency here: If you don't like the work the boss makes you do, and you feel like your concerns are consistently falling on deaf ears, you can quit.
What is your proposal?
"Do these things or I'm gone and taking my team with me"
and
"These things are so fundamental to my role as an ethical AI researcher that it's difficult to see myself doing this job without them"
IANAL, but I suspect a court would also interpret them differently.
And even so, Google likes to position itself as a nice employer, which listens to their employees' concerns. De-escalating the situation would have been nice - immediately terminating the concerned employee makes Google seem like another giant faceless emotionless multinational corporation (which it may well be).
Having said that I still feel Gebru is extra-ordinarily self-entitled person. Few months ago she insisted that Jeff Dean take her side in Twitter feud she initiated. She has the mindset of either you are with me all the time or you are racist+misogynist. She complains about "micro agressions" towards her from everyone but she herself is super aggressive. When disagreement arise, she marks you down as enemy and launches attacks to destroy you completely with sole purpose of making you homeless, jobless and making sure your kids die of hunger. I wouldn't wish upon her as colleague to anyone. You might have right to disagree with me but this is what I have felt. I still take her side in this current episode nonetheless because I think she is on the right side.
Ultimately we are all playing opinion game here and only few people knows what really happened.
She can try to sue them, but now that she made it public it's quite unlikely any court would look at it.
All in all, it's obvious Google didn't follow their own supposed research protocols, but this whole thing is much more complex and I think it has very little to do with her paper.
She still had a job after she published the paper, she still had a job after she told people to stop working, she stopped having a job after she demanded confidental HR records of people who feared giving her rather simple feedback.
Sample comment:
Another ex-colleague here. I was not going to participate in the discussions but your post made me realize objective truth should come out. I do believe she actually thinks she is making the world a better place but in reality any interaction with her has been incredibly stressful having to carefully weigh every move made in her presence. When this blows over her departure will be a net positive for the morale of the company.
To give a concrete example of what it is like to work with her I will describe something that has not come to light until now. When GPT-3 came out a discussion thread was started in the brain papers group. Timnit was one of the first to respond with some of her thoughts. Almost immediately a very high profile figure has also also responded with his thoughts. He is not Lecun or Dean but he is close. What followed for the rest of the thread was Timnit blasting privileged white men for ignoring the voice of a black woman. Nevermind that it was painfully clear they were writing their responses at the same time. Message after message she would blast both the high profile figure and anyone who so much as implied it could have been a misunderstanding. In the end everyone just bent over backwards apologizing to her and the thread was abandoned along with the whole brain papers group which was relatively active up to that point. She has effectively robbed thousands of colleagues of insights into their seniors thought process just because she didn't immediately get attention.
The thread is still up there so any googler can see it for themselves and verify I am telling the truth.
You don't hire an ethicist to make you look bad. You hire them to make you look good at what you do: diversity in AI. Gebru failed at her job.
But that would also mean Google exploited her for that.
I can't understand WHY so many people obviously think that it is totally fine to be behave utterly unethical, especially when a person whose behaviour is in question is "professional ethics researcher". Looks like they think that a big goal justifies the means. Welcome to Russia circa 1917, or Germany of 193x.
Insanity((
You admit she's a bully, super aggressive, constantly makes spurious accusations of racism, attempts to destroy her enemies totally and is in general a nightmare employee in every way. Then you say you take her side because Dean could have given her "transparency"? Are you aware she was demanding the identities of people who had criticised her work, presumably so she could then go and bully them too?
This person is a 100% A+ straightforward case of someone who should be fired and in fact should have been fired long ago. All those attributes are the sort of thing that absolutely qualify someone for dismissal. If you were feeling trollish, you might even say it's black and white.
Her clout/skills/PR and her attitude are a package deal.
Google wants to use her for PR, but expects her to be a lapdog.
I conflicted about many things, but respect her for having backbone.
https://old.reddit.com/r/MachineLearning/comments/k77sxz/d_t...
I understand this is only because upper management had chosen to anonymize their review of the paper, which is apparently quite unusual in Google.
Her behavior fits the definition of 'toxic employee', it was unprofessional by any standard.
IIRC Moore's law doesn't make any predictions about power consumption at all, let alone ones meriting being cited in a scientific paper.
if you build 2X the compute capacity with current nodes, you didn't violate moore's law.
The thread is filled with agreeing comments from many people who seem to be ex-Google and who had access to the relevant thread.
A member of the corporate elite criticizing, let alone firing, a black woman for race baiting is now beyond the pale. So they got rid of her indirectly, by making her working conditions unappealing enough to induce her to quit. Too bad some Director Karen of Whatever lost her nerve and ended it on her terms rather than Gebru's. No finesse!
The fact that most of these employees could easily get well paying (just not as _ridiculously well paying_) jobs elsewhere to me feels like they are not staying out of necessity, rather they are looking to assuage their conscious through statements like these, and continue collecting their exorbitant pay.
The goal is never to destroy the company but to simply force them to the bargaining table by reminding them of the economic power workers provide.
A total strike or worse a union quitting a company all together is a nuclear option.
The problem of the effectiveness of Facebook employee walkouts stems from the fact that they aren’t a real union, so the employer can just force them to make it up without providing for any additional compensation.
Any protest is a null option until the whole thing catalyzes and they form a union to address the repeated disregard the company shows them.
The only way for the company to avoid this is to self regulate or at least pay lip service to buy more time.
It doesn't always feel like it when you get an above average salary. Also it really depends on the team, how much the tech lead and the manager can push back to external requests...I don't see how adding even more politics can solve political issues. The fact that it's super easy to move between teams is much more important than anything the union could achieve.
Microsoft improved a lot ever since it dumped stack ranking.
Back in my days we would chop off heads and assisinate politicans! These kids can't do anything right!
back in my days, we would unionize and block the factories until the company died or we got what we wanted
They ultimately lost but what happened there led to the sympathetic growth of the AFL and CIO and ultimately to the New Deal and the rise of the middle class.
They say history doesn't repeat but it rhymes. I wouldn't be surprised if the next series of pitched struggles between American owners and labor result in extreme violence also, before giving way to a system that is slightly more egalitarian.
Ironic that guillotine memes are so popular among the kids these days, no?
I also disagree with the parent. Bringing change is almost always easiest from within. “Don’t like it? Leave.” stances aim to do more to attack the person involved than it does to take a critical look at whatever problem it is that’s being discussed.
But nearly everyone has limits, and the petition signing limit was reached for these 1200 Google employees.
We'll see if the quitting limit is ever reached for any of them.
I feel like signing a letter of protest is doing something “real”. It’s communicating to leadership of the company that you have concerns about what has transpired. It’s not nothing.
Basically if you can be promoted up into a position it can be a union job. If you need a business degree to do it though then it’s non union.
For example foremen hire, train, supervise and evaluate workers. Yet they have a union.
I can’t say for certain if it’s a protected union but it is a large and existent one in the US.
Yes.
> In factories the foreman was considered part of the Union rank and file.
She's not a foreman.
> Basically if you can be promoted up into a position it can be a union job.
That's not how the NLRA works; in plenty of workplaces people can, even if they rarely do, promote without limit and most management positions don't require business degrees, but that doesn't make all those positions NLRA-protected.
It's unfortunate that people aren't sufficiently concerned that their employer holds a significant amount of power over them - or at least, not enough that they'll do anything much about it - even if they do happen to have a job that pays higher than average.
Unions can be valuable resources for all workers.
Some of the employees involved are in management (as was Gebru), so they don't have that right, nor would that protect people in positions similar to Gebru's.
There is no shortage of engineers who would happily take a job at Google. If the folks raising concerns decided to all leave, isn't the net result that Google would operate much as it does today (maybe a little bit slower to get products to market) but without any internal check on its behavior?
And since the issue under dispute here is AI ethics, shouldn't we the non-Googlers want to make sure people willing to voice concern about unethical behavior remain at Google?
That depends on whether they're actually effective. If their concerns are ignored and they're not able to effect change, then their presence at the company is useless as far as moving Google in an ethical direction is concerned.
Statements like these still put pressure on Google. It's possible to care enough to say something, without caring enough to go beyond talk, but that doesn't necessarily mean it's all performative.
But the fact that it hasn't stopped walkouts is interesting. It means there are influential people within who back the walkouts.
If they truly aren't then you either have to sacrifice your integrity or kick up a fuss. Additionally once her integrity is lost she loses market value.
Her market (whitewashing/signaling of ethical behavior of a large company) is an odd one but she behaved it the most rational manner given the circumstances.
Moreover by kicking up a fuss she probably has sacrificed an non disparagement termination bonus. Real $$$. So she's probably not talking shit.
However it’s also true that they can simply be a reflection of an otherwise unworkable situation.
In a regular employment situation, I think that if you get to the point of wanting to issue an ultimatums, it is just an indication that the company is not a good fit for you any longer. On an individual level it’s better to recognize the signal and leave without burning bridges.
However if you role is ‘ethicist’, it is fundamentally your responsibility not to turn a blind eye to or be complicit in unethical processes, so giving an ultimatum may have been the only option available to retain integrity.
I don’t think we can declare these to be ‘missteps’ given her role. Perhaps Google is simply not capable of being ethical, and is going to fire people who challenge that. What would not be a ‘misstep’ under these circumstances?
Is it a game or is it just a negotiation?
There have been similar recent public statements such as MS workers about use of AI for the pentagon, FB employees on content, etc..
Simply I mean the best way to support a wrongfully ousted ethicist would be to leave yourself, rather than keep getting paid by the execs who wronged her.
The work of AI ethics - especially in the vein of Timnit Gebru - is essential. My statement, was one of support for her.
What are you basing this on? I can think of at least one example where this pressure actually worked (caused google management to reverse course). ICE contracts, I think?
Your strategy would seem to be more in Google management's favor - clearing out all the people who might kick up a fuss when they try to engage in unethical behavior.
A typical onboarding process takes weeks or months of paid employee time.
Employees value to a company increases substantially over time due to knowledge of culture, process, etc.
Executives care a lot when company actions cause employees to leave. Human capital is one of the essential ingredients to a successful company.
These things are real money and execs care about the impact on bottom line.
This is typically the most important aspect of an exit interview. In my experience, the employee's reason for leaving is thoroughly examined.
Does "condemning an action" have the same impact?
Why shouldn't workplaces be more democratic? We got rid of kings everywhere else, why should we keep them around just because they're signing our paychecks?
That may play into the company's long term goals to winnow out the people not willing to tow the party line.
Not sure what the best option is, maybe for those that have accrued weeks of PTO they can all take it at the same time.
"Don’t you see, we SS men were not supposed to think about these things; ... somebody else would have done just as well if I hadn’t"
https://www.facinghistory.org/holocaust-and-human-behavior/c...
I would be extremely cauticous about using the argument of "well If I don't do it, someone else will".
Google went from being a tech darling where their "Don't be evil" motto was taken seriously to "Google employees are like Nazis".
Hope someone in authority at Google is doing some serious soul searching as to why this might be.
If you don’t like a policy, go live somewhere else?
If you find mold in a fruit, go shopping in a different place?
I mean, it’s a valid strategy. But obviously not the only valid one.
It’s not wrong to like the other aspects of the job and try to change the quality that they disagree with.
Personally, I've been a scaredy-cat about this. I actually didn't go to a different FAANG a couple years ago, partly because I anticipated a dilemma: the company had been in the news for some alleged unfairness, and I decided that I could easily imagine being there, and trapped between wanting to speak up on behalf of a fellow employee facing a similar unfairness in the future, and suspecting that I would be terminated if I did. Had I already been there (rather than merely anticipating the situation with a hypothetical) I don't know whether I'd speak up. (Personally, given past battle scars, I'd probably make quiet and delicate internal inquiries, trying to find a sympathetic person in a position to look into and correct or mitigate what seemed to be unfair, while being clear that I'm still a team player.)
So, I do think speaking up in a big-corporate environment, in the public manner these people have done, would tend to come with some personal risk in most companies. When people do it (perhaps) despite a perception of personal risk to themselves in doing so, we should pause and consider what they are saying.
Also, I don't blame people for not anticipating this situation to which they're objecting (based on the information available I've seen at this point). If the concern had instead been "I'm shocked -- shocked! -- to find the amassing of intimate personal information of Internet users going on here!", then I'd wonder how they couldn't have realized that before going to that company, but I don't think that's the concern.
I'm not taking a position on the concern itself, since the information I have so far is incomplete and complicated -- only suggesting that, when people are saying something at some personal risk, those people and what they're saying shouldn't be dismissed offhand.
"Citation: https://old.reddit.com/r/MachineLearning/comments/k77sxz/d_t... Sample comment:
Another ex-colleague here. I was not going to participate in the discussions but your post made me realize objective truth should come out. I do believe she actually thinks she is making the world a better place but in reality any interaction with her has been incredibly stressful having to carefully weigh every move made in her presence. When this blows over her departure will be a net positive for the morale of the company.
To give a concrete example of what it is like to work with her I will describe something that has not come to light until now. When GPT-3 came out a discussion thread was started in the brain papers group. Timnit was one of the first to respond with some of her thoughts. Almost immediately a very high profile figure has also also responded with his thoughts. He is not Lecun or Dean but he is close. What followed for the rest of the thread was Timnit blasting privileged white men for ignoring the voice of a black woman. Nevermind that it was painfully clear they were writing their responses at the same time. Message after message she would blast both the high profile figure and anyone who so much as implied it could have been a misunderstanding. In the end everyone just bent over backwards apologizing to her and the thread was abandoned along with the whole brain papers group which was relatively active up to that point. She has effectively robbed thousands of colleagues of insights into their seniors thought process just because she didn't immediately get attention.
The thread is still up there so any googler can see it for themselves and verify I am telling the truth."
What should be a fairly reasonable question – is this person a good employee or not is immediately contaminated by questions they have nothing to do with job performance.
There are all sorts of non-performance considerations that are important, not just at Google, but at pretty much every other company.
One of those considerations is ethics. Another is legality. Another is public relations.
Which of these do you think companies should ignore?
The article repeatedly mentions Gebru's race and sex and includes it for the only Google employee quoted. Why does that matter? Is she more reliable because of her skin colour? Is he less reliable because of his genitals?
The cynic in me feels like I'm being subtly trolled. Or maybe I'm just oversensitive? :)
In the end, it's a mess of nothings, rather and 1 solid something imho...
https://hn.algolia.com/?dateRange=pastWeek&page=0&prefix=fal...
So 1,200 condemn it, and 117,800 do not condemn it.
In the paper, another paper is summarized describing the environmental costs of training large models. It is then argued that global warming will disproportionately affect marginalized people. This constitutes "environmental racism" because the main beneficiaries of these models are rich white people whereas the people bearing the costs are poor people who live near the equator. In my mind, this is two-points-make-a-line thinking.
The rest of the paper is more interesting. It argues that machine learning is conservative in that it "reinforces hegemonic language". I think this is true. Models are trained using data, data is what exists rather than what we would like to exist. If you're unhappy with what exists (as Gebru is, terribly), this represents a problem. Two of her solutions are "curating" data (censoring data) and "working with panels of experiential experts through the Diverse Voices methodology" (constituting powerful groups made up of her ideological allies). I think these solutions are dead-ends. It seems to me that we have to make peace with the conservatism inherent in these models (and maybe all models).
The paper also argues (I think rightly) that problems will materialize "should humans encounter seemingly coherent language model output and take it for the words of some person or organization who have accountability for what is said". In other words, we grant other humans responsibility for what they say and do but what about models that can mimic humans very accurately? A similar problem exists today when a Google or Youtube account is erroneously locked by some algorithm. There's a sense that, really, no one is responsible for this outcome because an algorithm did it. Even if the owner manages to get his account restored, there's no clear way to assign responsibility for the mistake. Perhaps this problem will become even worse if we start to see algorithms powered by models that are near-indistinguishable from people.
Anyway, the paper doesn't seem controversial to me. It seems clear that Gebru's strident tone and personal style were the cause of her firing/resignation. Jeff Dean's claim that the paper was rejected for not citing other papers may be false. The truth seems much simpler: based on her own public communications, Gebru felt she was the subject of "harassment" and "dehumanization" but those grievances seem to be hyperbole, and the personal injury that she felt became an excuse for her to treat her coworkers poorly. In other words, she didn't drop her twitter persona at work.
https://www.theverge.com/2018/1/12/16882408/google-racist-go...
At least Google did better last time ngl
The difference is in smaller companies the unspoken rules are often spoken out loud and the employees don’t make Google money.
Why do people call it "the land of the free" then?
> The GPT-3 thread you describe was my first exposure to Timnit. Watching that thread unfold left me feeling upset, frustrated, and disappointed.
> I was so excited in anticipation of other Googler's reactions and insights about GPT-3, but that thread got immediately derailed by Timnit into claims of racism, not being listened to, dehumanization, that the whole forum became icy and dead after that.
https://old.reddit.com/r/MachineLearning/comments/k77sxz/d_t...
That email blast though. It made it so much worse for her position.
Whatever they accepted, it wasn't the resignation she offered.
(And even if they had done so, I expect the folks here to remain unhappy about the circumstances that lead up to her offering her resignation. It's not a thing you do if things are going well.)
It is not out of the ordinary at all for companies to walk people out on the day of resignation. The company is not required or even expected to abide by whatever schedule is presented to them.
In most countries (which are not "at will"), I believe if the employee had not breached their contract they could claim wrongful termination in this scenario and likely be awarded the pay they would have received for the missing notice period.
This doesn't mean the company is obliged to keep the employee on premises, on the network, active etc. It is not uncommon to ask the employee to leave the premises, have security walk them out, disconnect from the network etc out of security/IP/morale/whatever concerns. But they would still be either technically employed and paid while the notice worked out or paid in lieu of notice.
Working for any additional length of time after that often occurs if it is in both parties best interests. If it isn't though, the relationship is usually terminated immediately after resignation.
The sentence you are replying to literally excludes 'at will' countries from the scope of their point...
>> In most countries (which are not "at will"), ...
Once you resign you do indeed quit.
But when you say you are going to resign at a future date, especially when you say you are going to resign at a future date only if certain conditions occur but will not resign if they don't... then you haven't resigned yet.
That's not special to employments. Similar applies to contracts in general, where a party tells the other party that at some future date, and/or under some condition, they are committing to exercise some clause in the contract. It's almost as if the message is a courtesy notice, an advance warning, of what the first party is going to do. They haven't done it.
In 'at will' locations the effect is much the same as quitting the same day because the company has the power to 'let you go' without giving a reason anyway - although the company must still comply with the contract, discrimination law, its normal operating procedure etc.
But even though the effect is much the same as quitting immediately - you are let go and employment ends - for anything where the difference between 'resigned' and 'terminated' matters, for example rights to government support, or loss-of-job insurance payouts, the company deciding to terminate early is a 'termination'.
Maybe if you want to play semantics, sure. In the eyes of the employer though, you have effectively resigned.
Although US has 'at will' in most states, in many respects the way employment issues are judged in the US is similar to elsewhere. So the perspective elsewhere on what counts as termination seems relevant.
You're free to disagree, but that's why it's brought into the conversation.
Correct.
That's what happens in Italy for example and I believe in large parts of Europe (I know for sure France, Germany, Sweden and Spain)
The missing pay is granted anyway, but with a wrongful termination the employer will most likely obtain a fair compensation.
A couple decades ago I was awarded a year of salary + the 3 months of notice we agreed upon when I was hired, for a wrongful termination after an acquisition.
You can't just say "i'm giving you 1 month of formal notice of resignation" and expect the company to be bound to that month... otherwise, to take it to extremes, what's stopping you from giving them a 20years formal notice of resignation?
> You can't just say "i'm giving you 1 month of formal notice of resignation" and expect the company to be bound to that month... otherwise, to take it to extremes, what's stopping you from giving them a 20years formal notice of resignation?
You actually can say that if you want.
What stops 20 years notice from having any effect is that the company can terminate you anyway in the normal way before that. I.e. they can still make you redundant, fire you, assess your performance etc in all of the usual ways, or in 'at will' locations just let you go without a reason. They will still be subject to discrimination law etc if they fail to comply with all the usual constraints on terminating employments, but nothing about your 20 year notice prevents them from following the normal rules at any time.
ps. I really meant to say "giving 1 month formal notice in accordance with my contract of employment", but I realised in the US people don't always have any notice in their contract (due to 'at will') so I removed the part about being in accordance with it.
Ignore employment as a special case for a moment. In general, for any contract (implied or not), parties can give each other advance notice of something that is going to take effect in future, as if they told the other party on the future date of the effect; the effect will not occur until that date. The other party in the contract can't just decide the effect has taken place earlier. You can also give conditions. In a sense, notice of this kind is just a courtesy, an advance warning if you like.
I believe in US 'at will' terms, Timnit effectively gave notice that she was going to resign at a specified future date under certain conditions. Timing had not actually resigned at the point at which Google is said to have terminated the employment. That makes it a termination.
I've observed a few cases of this as a bystander. Generally, the employee escorted out had accepted a job offer from a competitor -- and that doesn't appear to be the case here.
Maybe if the entire SRE department went on strike and stopped maintaining the datacenters that would put a dent in the numbers due to degraded service, but something like that would probably just doom the company entirely even if they went back to work after a bit.
It's the threat of being able to strike and potentially cause that much damage to the business that makes it powerful.
No-one really wants to strike, actually going through with it is the final step when the company fails to meet the workers' demands - no point in making a threat if you don't demonstrate it when the circumstances arise, it's toothless otherwise.
I find it jarring.
Anybody may be susceptible to such ideology and short-circuited bias. However, technical people are often so focused on their details, we are probably even more vulnerable to this than most.
And how seriously does Google managers really take AI ethics, when they fail to resolve such an issue internally?
This is troublesome on so many levels and a huge red flag anything to do with AI and Google.
https://googlewalkout.medium.com/standing-with-dr-timnit-geb...
> Dr. Gebru has faced defensiveness, racism, gaslighting, research censorship, and now a retaliatory firing
The letter goes on:
> In late November, five weeks after the piece had been internally reviewed and approved for publication through standard processes, Google leadership made the decision to censor it, without warning or cause.
The demands are also not about the firing itself:
> explain the process by which the paper was unilaterally rejected by leadership