All of Vilfredo's Ghost's Comments + Replies

If RAF cadets work like USAF cadets it means they went  to college at some kind of military academy and were essentially full time plus in military training alongside school. 

9
James Herbert
1mo
I feel icky spending this much time discussing the CVs of people I've never met (if the people concerned see this and feel weird I'm sorry!). That being said, I think what we're talking about here is quite different from the USAF cadets. I remember attending a recruitment event for a similar scheme run by the British Army and, if I recall correctly, it's basically a fun uni club thing the various forces offer to recruit uni grads. A weekly training night, some socials, some adventurous trips, etc. You can check the official website here. 

Strong downvote on the OP because the counting is done in a HIGHLY misleading way. If I were the moderators I would take the post down or demand SUBSTANTIAL corrections. 

For Claim 1. (25% of signatories have been accused of financial misconduct, and 10% convicted[1]), the info provided in the footnote renders this claim outright false. Beyond the fact that many civil violations of the law are not even crimes, civil judgments are not convictions, require a substantially lower standard of proof, and from a legal strategy standpoint, there is often no re... (read more)

4
Ben_West
2mo
"Blatantly false" feels a bit hyperbolic but sure, if you have an alternative word for "convicted" that covers both criminal and civil cases I would be much obliged. I asked some lawyers and looked around online and couldn't find anything, but I agree it would be better if this information was in the main text instead of a footnote, all else equal.

Would objective licensing standards help? Training itself can be BS'd but maybe a test run by the state is harder to rig. 

1
JesseSmith
3mo
My libertarian-ish/yimby sensibilities don't love it. It also seems to already be a feature of many US states - eg I hold a NJ master HVAC license - and I don't see it as have much benefit thus far.

They got outplayed in the context of the internal politics of OpenAI, where there were A LOT of people with profit (Microsoft) or career (the employees) incentives to race ahead. But there seems to be an emerging public consensus in favor of more regulation, so I would expect that e.g. smart, ambitious politicians have quite different incentives. 

In the event of a successful lawsuit, we should consider NL fully vindicated and not engage in this sort of reputational retribution for daring to defend their rights. Actions that successfully punish wrongdoers are generally not negative sum because they discourage future misconduct. This is true even where it's negligent and not malicious; knowing one may face consequences encourages greater care in the future. 

 

Edit: I can see reasons it might be unfair to pursue a defamation suit against an unsophisticated/under-resourced party where it's a r... (read more)

1
iamasockpuppet
4mo
I’m suspicious that Lightcone has already been deterred. Even if they haven’t, we should prefer/pursue punishments that don’t involve setting a bunch of money on fire to pay lawyers, with a lawsuit as the last resort; we are not yet at that last resort, and probably won’t ever end up there.

Unlikely, but to the extent it's true it mostly favors the defendant. Burden of proof is on the plaintiff.

My statement stands even on a negligence standard. It's even harder to sue as a pubic figure, but truth is an absolute defense regardless. 

4
Jeff Kaufman
4mo
This is a weaker defense than it sounds: a statement can be true while also not turning out to be something you can convince a court is most likely to be true.

US defamation law is not strict at all. It bends over backwards to respect the First Amendment. Truth is a complete defense. UK defamation law, and the law of many other un-free countries, is pretty ridiculous and I do think it's unethical to take advantage of that. But in the US it's so hard to bring a defamation suit that even bringing one and not being shot down by the anti-SLAPP law is strong evidence that the plaintiff is in the right.

 

 I haven't reviewed it closely enough to know if there's enough for a viable defamation suit, but if there ... (read more)

5
iamasockpuppet
4mo
I disagree that they should necessarily sue if they can win. NL suing would cause further controversy and damage to their reputation. Lawsuits should be a weapon of last resort; in this case, it remains plausible that either Lightcone will eventually apologize, or that NL can win over the community. (Arguably they are in the process of doing so?) A lawsuit is a negative-sum game for the EA community, due to the substantial lawyer fees; depending on the damages, it could be financially negative even for the winner. In the event of a successful lawsuit, I believe we should think very mildly poorly of NL, and extremely poorly of Lightcone.

I think you may be assuming in part that the plaintiff is at least a limited purpose public figure and would have to prove actual malice rather than mere negligence. One has to show negligence to collect on a lot of torts. Yes, there are extra/early screening mechanisms because of abusive use of defamation suits, but those exist in other areas too -- like medical malpractice, qualified immunity, etc.

The flipside is that US judgments can be truly eye-popping. I have no love lost for Guliani and even less for Alex Jones, but it's hard for me to accept that c... (read more)

Thank you for saying this.

I’ve noticed that among those who most strongly condemn the idea of bringing a defamation lawsuit, almost all also assume that Lightcone would win the suit. I have seen nobody make the case that this is a slam-dunk defamation case but that Nonlinear should still never consider pursuing it on principle.

I think norms should strongly push against taking seriously any public accusation made anonymously in most circumstances. I feel like we have taken a norm that was appropriate to a very limited set of circumstances and tried to make a grand moral principle out of it, and it doesn't work. Giving some anonymity to victims of sexual assault/harassment, in some circumstances, makes sense because it's a uniquely embarrassing thing to be a victim of due to our cultural taboos around sex.  Anonymity might be appropriate for people revealing problems at their... (read more)

Current or former Congressional staffers, help me out in the DMs:

 

I see members of Congress fairly often for short periods of time, and I feel like most of my time with them is wasted in chitchat or just like...whatever's in the news. I wanna start using the time more effectively to promote the best available policy interventions at a given time. Assuming I will spend 5 minutes with a Congressperson per week (could be my Rep, could be others), and probably only have like 10 min available to spend on figuring out what to talk to them about, how do I ef... (read more)

Is there a specific bill or amendment (or set of them) we should be asking ppl to support or oppose? Gonna see my Congressperson this weekend so good time to ask, but from a quick search it's not obvious what specifically I should be asking for. I'd like to be as detailed as possible. 

 

Second, what exactly needs to be reauthorized? The program itself, or an appropriation of funds? Or both? And if needs an appropriation, how much? Fun fact about the US system: Congress can effectively kill programs that are still technically on the  books, by just not giving them $, so you gotta be very clear in what you're demanding. 

There is no specific bill yet. There would have had to be a specific bill for a clean 5-year reauthorization before the expiration in October, but there wasn't. PEPFAR does still have a ton of supporters on both sides, and Republicans are calling for a one-year reauthorization, so it seems likely that it will be reauthorized for a year - that would take the form of being added to Congressional appropriations that happen each year. It's not clear yet how set-in-stone that is, and it would be good to ask your rep about the likelihood of a 1-year reauthorizat... (read more)

It would be helpful to know who the key members of Congress to persuade are. The value of contacting your rep/senators likely varies a lot depending on where you live. 

Strongly endorse this post. I  came to the EA movement relatively late in life. And I notice that A LOT of younger EAs are really invested in getting an EA org job, to an extent that makes me uncomfortable. I think this is actually unhealthy for the movement, not just the individuals. But there's an incentives problem, where the orgs all say "no, people should apply even though it's super-competitive; let us make the decision about who's the best fit", and that really is optimal from the narrow perspective of that org. But especially given the time co... (read more)

4
SiebeRozendal
5mo
I think both matter a lot. I want the principles to be acted upon, and in a coordinated fashion.

4 and 7 are not really questions that one can meaningfully develop expertise on. Even politicians, whose jobs depend on understanding public opinion, are worse at this than just running a poll, and depend heavily on polling to assess public opinion when they have the money to run adequate polls. They do bring a useful amount of additional judgment to that process and can give you a sense of when a poll result is likely to not hold up in an adversarial environment, but I don't think you can develop an equivalent skill without actually spending a lot of time... (read more)

2
Zach Stein-Perlman
8mo
Mostly disagree. "What AI applications or demonstrations will society react to most strongly?" depends a lot on what AI applications will be powerful in the future, not just what people say in polls today. And polls today leave lots of uncertainty about "How might political discourse around AI polarize"-- that depends not just on what people say in polls today but also what the future of AI looks like and especially how polarization works.

Why run a quixotic Presidential campaign when you could actually elect a bunch of Congresspeople? I don't think you need to rebuild SBF's infrastructure to do that; the average winner of an open House seat only spent $2.2 million in 2020. You wanna talk Senate/serious Presidential races you probably need better infrastructure; House races you could probably fund just from Carrick Flynn's non-SBF donor list plus the connections anyone in position to be a viable candidate already has.

I think this is something that mostly needs to be left up to individual organizations, and the media's framing of "EA has a sexual harassment problem" is really misleading. It should be "Organizations X and Y have a sexual harassment problem"; if people didn't want to name specific orgs then it never should've been published, and if people are going to try to tar others who were uninvolved that should be treated as the dishonest garbage it is. The media coverage and the community debate on this have been like if someone said "Democrats have a sexual harass... (read more)

There's no way people could have named specific organizations in the Time article without compromising their anonymity.

In the US military at least, fratnerization (which covers a lot more than sex) between people of significantly different rank isn't generally allowed. That's the closer analogue to most situations discussed here.

I think you're just playing in to a broader cultural problem here. Too many younger EAs are too invested in getting a job at an EA organization, and/or in having the movement as a part of their identity (as distinct from the underlying ideal). If you think the movement has serious flaws that make it not a good means for doing the most good, then you should not be trying to work for an EA org in the first place, and the access to those opportunities is irrelevant.  

 

People should not be using the movement for career advancement independent of the ... (read more)

2
Lin BL
1y
I believe you are conflating several things here. But first, a little tip on phrasing responses: putting the word 'just' in front of a critical response makes it more dismissive than you might have intended. Agreed to that as stated, but I think this is a straw man. Things can both be bad in some ways, and better than some other options, but that doesn't mean any flaws should be dismissed. This could even go to the extreme of (hypothetically) 'I know I can have the highest impact if I work here, so I will bear the inappropriate attention of my colleagues/will leave and not have the highest impact I can'. Some people may think that working at an EA org is the highest impact thing they could be doing (even if just for the short term), and career paths are very dependent on the individual. EA basically brands itself as the way to do the most good, so it should not be surprising if people hold this view. I was writing up my first comment it was with the broad assumption of 'connections/opportunities within EA = connections/opportunities that help you do the most good' (given the EA forum audience), not as a judgement of 'EA is the only way of having a high impact' (which is a different conversation). I also have thoughts on this one, but this again is a different conversation. EA is not the only way to have a very high impact, but this should not be used as an excuse for avoiding improvements.

I asked for clarification the first time around, in addition to providing copious information about my involvement. There is no further information to provide. At this point they should admit or reject, not ask for further edits. Yes, I am sure it's burdensome for the reviewing team if they are creating extra work for themselves by not just making a decision, but that's a burden created by their poor work process, not by the task itself. 

awkward is pretty mild as far as ways to be emotionally stupid go. If that's all you're running into then EAs probably have higher than average emotional intelligence, but perhaps not as high in relative terms as their more classically defined intelligence

Seems unlikely for these examples. It's not the scientific discovery that really matters; it's the public health program implementing it, which is a lot more sensitive to pre-existing conditions than discovering a fact about the world is. 

why not? smallpox might or might not have died out, but hookworm would still be around

2
Harrison Durland
2y
Because if a given person didn’t solve the problem in year X, someone else may have solved the problem just a few years (maybe decades?) later.

I think this response is fully accounted for by adjusting editing time based on the importance of the work, as stated in the post. 

If it's only ~as important as your normal daily work, and you have to do 5 drafts to make it better than existing work on the topic, it's probably not something you should write at all. Do something that will make a unique contribution on the first draft. 

2
david_reinstein
2y
Yes, I did read this, but it's just maybe a matter of different emphasis. I tend to think that more stuff people are working on is important enough to merit careful writing. I agree that you shouldn't work on things that aren't important, of course, and I think maybe people are 'writing about too much stuff and writing too much'. But I might disagree with I assume most EAs normal daily work is important. And I think that in the case that it is important, 5 drafts to make it 'better than existing work' may indeed be worth doing. I agree with 'do something important', but I think there are many, perhaps most, important areas in which at least enough has been written that 'just a first draft' will not make an important, unique contribution. Highlighting contribution because it may be unique, but if it is not well-communicated and rigorous it may not actually add anything.

oh yeah lots of opportunities in nj right now. Won my first two bets but I'm limited by the fact that I didn't plan in advance, and didn't have paypal connected to my bank. My bank's not allowing me to put enough money in and paypal will take several days to get connected. So fyi for anyone trying this, make sure your paypal account is funded in advance. 

I came to the basic idea of EA, long before I found the movement, from a Christian perspective. So I think there's certainly the basis for it in a lot of religions. But I think at that point I was more devout than most Christians, even most of those who go to church every Sunday. This is probably a key factor.

 I'm not sure how seriously most people take any of their goals, even the selfish ones. Lack of commitment is a hell of a thing, and even more so when mental effort and uncertainty are required.  It kind of astounds me how often people say t... (read more)

"the EA (Effective Altruism) movement has a pretty strong deference culture."

 Is this some kind of demographic thing? I haven't noticed it except in terms of college students/recent grads being a bit too attached to the idea of working for EA orgs. I defer when I don't feel like I have the appropriate knowledge and can't acquire it in reasonable time, and don't otherwise. 

As someone who was a solo-EA, without knowing there was a whole EA movement, for well over a decade, it's really nice to be able to rely on other people's judgment sometimes ins... (read more)

yeah; it seems obvious to me that "the good I accomplish" includes my contribution to allowing others to do good. I'm open to seeing evidence but I suspect the reason field-building, movement-building etc. isn't done as much as OP would like has nothing to do with this kind of confusion. In fact I think it's questionable how much you can do at the meta level if your direct work doesn't measure up. People show up when they see cool stuff being done, not so much when they hear you talk about the cool stuff that someone else should do. Sputnik did a great deal more for science and engineering education than running a bunch of commercials about the importance of science would have. 

4
david_reinstein
2y
Maybe that feels a bit unfair non-steelmanny to me? There are other ways of motivating and helping others and the process other than just saying 'wouldn't it be great if someone solved the alignment problem' etc. Such as: * Encouraging people who are working on the problem * Providing inputs and support to others working on important problems * Offering career advice * Helping communicate and explain the work that is being done, in term helping people coordinate

I was going to make essentially the same point. I may have too much political experience for my emotional reaction to be worth anything in judging how a normal voter would feel, but to me, half or more of the money coming from one person feels like a big deal. Less than half feels like something that would receive criticism but that I would  generally write it off as sour grapes.

The fact that it's crypto money specifically probably matters a lot. The partisan valence of crypto among average people is pretty right-wing because of bitcoiners' libertaria... (read more)

The only EA who's ever been an asshole to me was an asshole because I supported  Flynn, so I don't think there was some hidden anti-donations-to-Flynn movement that self-censored. EAs who opposed the idea were quite loud about it. 

Just because some people loudly opposed it, doesn't mean most people who opposed it were loud.

(I imagine there were also a lot of people like me who simply chose not to investigate whether or not they thought this race was competitive with donations elsewhere - in my case because I'm not American so couldn't donate either way.)

I'm sorry someone was an ass to you.

Also, no such thing as generic "too BOTEC-y to be useful." If you have a more rigorous calculation offer it. Otherwise BOTEC is the best available estimate and you should show it more respect until you do have an alternative. 

Joe Biden raised 1.69 bn, Trump 1.96 b https://www.npr.org/2020/05/20/858347477/money-tracker-how-much-trump-and-biden-have-raised-in-the-2020-election. Little more than I thought but not a whole OOM. Closer to 1b than 10b. Call it 2bn to win if u prefer. 

"Doesn't have much effect" is too vague a statement to be meaningful. 1/1b increase in chance of winning is simultaneously "not much" and also enough to spend money on where the consequences are large enough. 

This is why I suggest the marginal dollar is only 1/10 as effective as the avg dollar. I don't have any particular reason to think my est is off by an order of magnitude or more. If you do I'd like to hear it, and I suspect so would every campaign in the world. 

3
Zach Stein-Perlman
2y
Um, $5.7B was spent on the 2020 presidential election, and I have no idea where "Takes about a billion to win" comes from? Marginal spending doesn't have much effect in presidential elections.

My back of the envelope. Back back back, like maybe even outhouse of the envelope. It's very hard to calculate marginal cost per vote, in part bc there's sort of an efficient markets thing going on w donations in some cases and not others. A senate race in Wyoming costs roughly the same as one in California, because the seat is just as valuable, despite vastly different numbers of votes. But activists getting worked up about a race can change the numbers, and in solid blue states it seems you can win a House seat more cheaply than in swing states, where yo... (read more)

3
Zach Stein-Perlman
2y
Thanks for sharing! But I think this may be too BOTEC-y to be useful... This is too low by a couple orders of magnitude. The marginal dollar in a presidential election has much less than a one-in-a-billion chance of tipping the election. More generally, I think it's quite misleading to think in terms of buying votes. (In retrospect, Carrick wouldn't have won even if he had $100M.) (And yes, Protect Our Future did spend $11M.)

If there are existing bounties, what's stopping random people from just going after the bounties themselves? For example, there was recently a writing contest on imagining positive AI futures; anyone could have written a piece. 

 

My impression is most of the talent bottlenecks are in areas where random people just don't have the skills, and where you need to be confident people are well-aligned. E.g. government/policy, management, entrepreneurs (broadly construed, to include starting charities). The third category you can't really even hire; you just have to make money available and let ppl come and get it if they're working on something relevant. 

2
Yitz
2y
Simple answer—they don’t know the bounties exist. Bounties are usually only posted in local EA groups, and if you’re outside of those groups, even if you’re looking for bounties to collect, the amount of effort it would take to find out about our community’s bounty postings would be prohibitively high (and there’s plenty of lower-hanging fruit in search space). Likewise, many large companies hire recruiters to expressly go out and find talent, rather than hoping that talent finds them. The market is efficient, but it is not omniscient.

Time's arrow goes only one way, my friend. Once it's gone you can't get it back, same as if you lit it on fire. 

The end result ("I missed out on an opportunity") might be the same, but the process matters. There's a meaningful difference between, e.g., "having a breakdown and sending a long obscenity-filled rant-text to your former boss who then talks to your current boss and has you fired" and "not following up on an opportunity because you thought you had a better opportunity but you were probably wrong."

It's a narrow class because the talent is rare, not because situational opportunities are. If you have the talent you can just go get the opportunities. 

What advantages do you propose that having Stanford prof parents provides, beyond those already implied by going to MIT? 

2[anonymous]2y
Sorry, I don't have the capacity to engage further here. 

Sure, but the situational opportunity involved here is mostly being an American alive in the 21st century.  If you are the type of person who is capable of starting the next FTX and making $10bn, and you are an American,  you can get access to whatever help you need easily enough. 

6[anonymous]2y
I strongly disagree that the situational opportunity is anywhere near as broad as "mostly being an American alive in the 21st century". I'm not sure what you have in mind regarding "the type of person who is capable of starting the next FTX", but I think that is a fairly narrow class, not a very wide one. 

Then let's see it. I'm not pattern-matching to anything. You said a thing that is simply untrue about advantages you believe a person coming from a lower upper class background would have. I am directly challenging your purported method of action based on my own experience of how easy it is to acquire those same advantages. Maybe they have some other advantages you haven't identified. But if so, let's see it. 

As someone who did not come from elite networks, I think most people vastly overrate the usefulness of being from that background, to their own detriment, and I think it's really really important that others from non-elite backgrounds understand it doesn't matter. You maybe have to take a little more initiative instead of just having it handed to you, but I'm not talking about backbreaking amounts. I'm talking like send a handful of cold emails, show up at a few professional events, that kind of thing. If you have the talent, people will help you use it.&n... (read more)

3[anonymous]2y
Charles is not saying is that having an elite background is the only thing that matters. He is saying that high success involves both high capability and high situational opportunity. 
4
Charles He
2y
No. You're off topic.  As mentioned, there's a risk someone starts pattern matching this to some "dinner-party" style talks and start jousting about left/right/opportunity/libertarian/woke/privilege, what have you.   What we're talking about here is the reference class of creating 9-10 figures of wealth.  I think if you look at the actual class of very high net worth tech people, there's evidence for the view in my parent comment.

I think it's less impressive than him going to MIT, at minimum. Parents being smart suggests kid is smart, but kid can still fail to live up to their potential in lots of ways, and Stanford law prof is not that impressive beyond what it says about intelligence. 

Now that it looks like SBF might personally be on the EA forum, it’s obviously really prudent and wise for me to write the following comment:
 

I think it's less impressive than him going to MIT, at minimum. Parents being smart suggests kid is smart, but kid can still fail to live up to their potential in lots of ways, and Stanford law prof is not that impressive beyond what it says about intelligence. 

No, I think the proper take was not that the parent comment was talking about inheritability or anything like that.

(At the risk of triggering endles... (read more)

Note: I make this last proposal as someone who could currently be pushing candidates at a few agencies but don't have any to push. So I know there's demand for it. 

I would absolutely not do this. This is going to insult powerful people for the sake of...what exactly? People gotta operate in the environment that actually exists, and we need to be supplying them with shovel-ready opportunities to do that, not asking them to go off on some philosophical exercise. 

Immediately: I don't think the Biden admin's pandemic prevention funding bill is particularly controversial, but the Senate killed it because it wasn't a priority for anyone and they just needed to cut $ to make their arbitrary budget numbers. So they could find a senator to champion that. 

Longer term: Better regulation of gene synthesis companies. The most clearly good policy is to require them to apply the International Gene Synthesis Consortium/Australia Group standards for screening customers/orders. 

 

I believe these are the only two pol... (read more)

2
Vilfredo's Ghost
2y
Note: I make this last proposal as someone who could currently be pushing candidates at a few agencies but don't have any to push. So I know there's demand for it. 

People spend large sums of their own money, plus a year or two of their own time working for free, to get elected to Congress. It seems the job is desirable enough on its own terms that  a salary increase isn't going to make a difference. Similarly for ambassadorships, which are the only type of appointed job where you're routinely allowed to do this. It seems to me the inherent desirability of the jobs is high enough that more salary is not going to attract better people. 

One extremely under-rated impact of working harder is that you learn more. You have sub-linear short-term impact with increasing work hours because of things like burnout, or even just using up the best opportunities, but long-term you have super-linear impact (as long as you apply good epistemics) because you just complete more operational cycles and try more ideas about how to do the work. 

In most situations I doubt we should care about costly signals of altruism at all. Effectiveness in the work should be all that matters. If I'm hiring, all else being equal I will naturally prefer the person who will work 7 days a week for a lower salary vs the one who will only work 5 days and demand more. I don't need any signal here, other than making them the job offer on my preferred terms and seeing if they take it. But if the lazier, greedier one is 10x as effective per unit time, I should obviously prefer them despite them being a worse person in s... (read more)

Hmmm....what specific skills are the people getting hired in management and field roles missing?  If you can break that down further maybe it's possible to screen for those specific skills. And digging a bit further into this, how do you know the management problem is with the CMs and not the candidates? At the lower levels, you have this weird situation where you get the top job (candidate) by just showing up, but then there's actually a selection process for the second in command, run by the person who got their job by just showing up. 

I go bac... (read more)

2
KevinWei
2y
I'd probably have to think harder about  breaking down the specific skillsets; re: the comments above, hiring seems to be one of the skills that would fall into this subset. It would likely be slightly different for different management roles.  I agree with the weirdness in smaller races, but I think that this may be more of a culture issue than a talent issue—candidates should just learn to rein in their egos, step back, and realize that running a campaign is not a skillset that they have (and that they should let their staff handle it). I've worked with candidates who are very good about this, and it makes life much easier on a campaign. Re: elite schools, I think the part of elite grads being disconnected from the reality of what happens in actual communities is probably true. But a bigger question may be, why hire at schools at all? I'm not sure that the set of skills one needs to be good at campaign roles is even weakly correlated to academic performance / admission to a top US university; people just seem to default to this as a proxy for hiring, and I don't think it's a good proxy.

Love the Analyst Institute, which has done herculean amounts of work on figuring this stuff out.

 

Curious why you think there's an extreme talent bottleneck  for campaign staffing. My impression is they may be hiring the wrong people (i.e. too many people with lots of "experience" but not enough with experience on a modern campaign), but I suspect most decently well-funded campaigns could get the kind of people they wanted if they in fact wanted the right people. 

2
KevinWei
2y
Hmm,  I should probably be more specific in defining what I mean by "talent bottleneck in campaigns." There is probably less of a bottleneck for large campaigns at the presidential/gubernatorial/senate level; I would estimate that on smaller races from House and non-gubernatorial state-level races downward, there is: * A shortage of campaign staffers who have a skillset in campaign management / strategy—I would argue that campaign management / strategy is sufficiently distinct from non-profit / industry / other organizational management / strategy to warrant categorizing as a bottleneck * A shortage of staffers who are highly-skilled in field / organizing. There seem to be a large number of people who are moderately-skilled at this, but a shortage of people who are highly-skilled (weakly-held opinion derived from my personal experience, so I could be wrong about this one) * There is probably not a shortage of people who have the skills for data or digital work, but there is a severe lack of funding + pay is not competitive for these roles in smaller races. There may be a shortage of people with experience working with campaign-specific tools such as VAN or Action Network, but I don't think this is a bottleneck necessarily as these can be easily picked up if you have certain technical skills To your point above, there is probably also an information problem in the campaign staffing job market in the sense that: * Prior work history on campaigns seems to be an extremely poor indicator for whether someone is actually good at working on a campaign * There are no good credential / educational indicators that would predict whether someone would be good at a campaign role; this may have changed somewhat with some of the orgs listed below but does lead to things like a severe bias toward hiring from elite schools in Democratic circles (which I think is very bad) * I have a weakly-held belief that most campaign management does not actually know how to hire, so even
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