Founder of Overcome, an EA-aligned mental health charity
1. Get a pilot up and running NOW, even if it's extremely small.
You will cringe at this suggestion, and think that it's impossible to test your vision without a budget. Everyone does this at first, before realizing that it's extremely difficult to stand out from the crowd without one. For you, maybe this is a single class delivered in a communal area. 30 students attending regularly, demonstrating a good rate of progress, is a really compelling piece of evidence that you can run a school.
- Do you have the resilience and organisation skills it takes to independently run a project?
- Will people actually use it?
- Can you keep your staff?
- Can you cost-effectively produce results?
It can compelling prove the above, whilst having a ton of other benefits.
2. YOU need to be talking to funders NOW
Don't fall into the trap of trying to read their minds. Get conversations with them. Get their take on your idea. Ask what their biggest concerns would be. Go address them. Repeat. Build relationships with them and get feedback on your grant proposals before submitting them.
As the founder, its YOUR job to raise money. Don't delegate it. It'll take forever to get them to understand your organisation well enough, they won't be as sufficiently motivated to perform, and you won't learn. This is going to be a long-term battle that you face every year. You need to build the network, skills & knowledge to do it well.
3. Be lean AF
The best way to have money is not to spend it. Both you and your charity may go without funding for months or years. Spend what little money you have, as a person and as a charity, very slowly. The longer you've been actively serving users, the easier fundraising gets. It's about surviving until that point.
4. Funders will stalk your website, LinkedIn, and social media if they can
As much as possible, make sure that they all tell the same story as your grant application - especially the facts and figures.
5. When writing your proposals, focus on clarity and concreteness above all else
Bear the curse-of-knowledge in mind when writing. Never submit anything without first verifying other people can understand it clearly. Write as though you're trying to inform, not persuade.
- Avoid abstractions
- State exact values ("few" -> "four", "lots" -> "nine", "soon" -> "by the 15th March 2024")
- Avoid adjectives and qualifiers. Nobody cares about your opinions.
- Use language that paints a clear, unambiguous image to the readers mind
OLD: mean student satisfaction ratings have increased greatly increased since programs began and we believe it's quite reasonable to extrapolate due to our other student-engagement enhancements underway and thus forecast an even greater increase by the end of the year"
NEW: When students were asked to rate their lessons out of 10, the average response was 5. Now, just three months later, the average is 7/10. Our goal is to hit 9/10 by 2025 by [X,Y,Z].
Good luck!
I think schlep blindness is everywhere in EA. I think the work activities of the average EA suspiciously align with activities nerds enjoy and very few roles strike me as antithetical. This makes me suspicious that a lot of EA activity is justified by motivated reasoning, as EAs are massive nerds.
It'd be very kind of an otherwise callous universe to make the most impactful activities things that we'd naturally enjoy to do.
To respond briefly:
1. "First of all, the AI 2027 people disagree about the numbers".
That's irrelevant to your claim that you'd put "60% odds on the kind of growth depicted in AI 2027"
"you've predicted a 95-trillion-fold increase in AI research capacity under a 'conservative scenario.'" is false. I was just giving that as an example of the rapid exponential growth.
Here's what you wrote:
"This might sound outrageous, but remember: the number of AI models we can run is going up 25x per year! Once we reach human level, if those trends continue (and they show no signs of stopping) it will be as if the number of human researchers is going up 25x per year. 25x yearly increases is a 95-trillion-fold increase in a decade."
You then go on to outline reasons why it would actually be faster than that. If you aren't predicting this 95-trillion-fold increase, then either:
1. The trends do indeed show signs of stopping
2. The number of AI models you can run isn't really going up 25x YOY
We can talk all day, but words are cheap. I'd much rather bet. Bets force you to get specific about what you actually believe. They make false predictions costly, true ones profitable. They signal what you actually believe, not what you think writing will get you the most status / clicks / views / shares etc.
What's the minimum percentage chance of greater than 10% GDP growth in 2029 that you think is plausible given the trends you're writing about and how much are you willing to bet at those odds? I'd rather bet on an earlier year, but I'd accept 2029 if that's all you've got in you.
To be explicit, I'm trying to work out what you actually believe and what is just sensationalised.
This is a response more befitting Jim Cramer's Chihuahua than Jeremy Bentham's Bulldog.
I’d put about 60% odds on the kind of growth depicted variously in AI 2027...
According to AI 2027, before the end of 2027, OpenAI has:
In their slowest projection, by April 2028, OpenAI has achieved generalised superintelligence.
But you're only willing to bet US GDP grows just 10%, in just one year, across the next 15? The US did 7.4% in 1984. Within 10 years - five years before your proposed bet resolves - you've predicted a 95-trillion-fold increase in AI research capacity under a 'conservative scenario.' According to your eighth section, this won't cause major bottlenecks elsewhere that would seriously stifle growth.
If this is really the best bet you're willing to offer, one of three things is true:
Which is it?
I think this misses the forest for the trees. Yes, the pure donation message tested slightly better in conversion rate—but that's only half the equation.
Donations = Reach × Conversion Rate
The controversial framing got massive media coverage that a standard "please donate" pitch never would. Even if conversion is marginally lower, if reach is 10-100x higher, the math still favors the provocative approach.
The key question is whether the increased donations are worth the non-monetary costs.
This was a really informative read!
One thing I found confusing was how China would have a huge geographical advantage over Taiwan / USA. It strikes me that Taiwan has a 100 mile moat, and a ton of mountains / coastal cliffs. It's essentially a scaled up version of a castle. It's hard to imagine an easier geography to defend, tactically at least.
I presume it's the location that's the issue. While the US would have a harder time resupplying Taiwan, they presumably know this and can build up stockpiles ahead of time. While there's freight shipping, the cost of doing so would be a rounding error. My understanding is that China is surrounded by enemies and US military bases, so the prima facie difference between US and Chinese mainland's proximity to Taiwan is moot.
I haven't studied this conflict much so I'm pretty sure I'm wrong. What am I missing?
I think there's a ton of obvious things that people neglect because they're not glamorous enough:
1. Unofficially beta-test new EA stuff e.g. if someone announces something new, use it and give helpful feedback regularly
2. Volunteer to do boring stuff for impactful organisations e.g. admin
3. Deeply fact-check popular EA forum posts
4. Be a good friend to people doing things you think are awesome
5. Investigate EA aligned charities on the ground, check that they are being honest in their reporting
6. Openly criticise grifters who people fear to speak out against for fear of reprisal
7. Stay up-to-date on the needs of different people and orgs, and connect people who need connecting
In generally, looking for the most anxiety provoking, boring, and lowest social status work is a good way of finding impactful opportunities.