Here’s my understanding of the “standard story” of the timing of different AI-enabled technologies in relation to each other. I wrote out the standard story mostly for my own understanding, but I’m keen for others’ feedback as well.
To the standard story[3], I don’t have much to add personally. It’s a plausible enough story and I don’t think I have particularly contrarian opinions. Some possible implications of taking the standard story seriously (these are closer to my own thoughts; haven't checked whether other people endorse these implications):
I wrote this for myself, but would be keen to see other people’s comments. 2 things I’m curious about:
Any specific technology I list here is going to be contested. Just giving you a sense of possible massively geopolitically significant, even “magical”, technologies that are nonetheless realistic if we have a century of technological growth compressed to 1-10 years.
canonical example: priest
I mostly know the standard story from LessWrong lore. In terms of single source, I benefitted the most from reading Preparing for the Intelligence Explosion, followed probably by AI 2027. Other Forethought publications and Dario Amodei’s essays were helpful as well, as I’m sure were many other sources.
Should I point it out publicly when a post I read seem to have heavy markers of AI, to me? Especially if Pangram and other AI detectors[1] don't clock it.
Reasons not to:
Reasons to:
Pangram is the best AI detector on the market but they heavily optimize to have 0% false positives and are okay with false negatives.
My system prompt is very short. About 3 lines to counteract sycophancy bias + hedging bias.
Claude also knows I'm in Berkeley, as another potential source of bias.
That said, I never bothered to figure out how to access it via the API but in the past my friend who did had approximately the same results as my incognito tests, on other questions of a similar flavor. The results with the Chinese models (which were on LM Arena, without context) also seem more consistent with the models having more EA-favored opinions on charities in general, at least when prompted approximately neutrally in English.
I might do this in a few days, but in the meantime you or anybody else who speak Mandarin are welcome to try it yourself! :)
Just do it on https://arena.ai/.
I should also mention that presumably the English-mediated answers for charities we favor is less useful for Chinese users actually in China, since China has different nonprofit laws etc so it'd be harder for them to donate to many of our favorite charities anyway. But if the structure of reasoning holds, then hopefully this could help people have better answers.
Replicated this on LM Arena with the strongest publicly available Chinese models.
Deepseek v4 pro-thinking:
If you want expert allocation without doing all the research yourself, funds pool money and distribute it to where it’s most needed at that moment. Examples:
- GiveWell’s “Top Charities Fund”
- Animal Charity Evaluators’ “Recommended Charity Fund”
- Focused philanthropic funds like EA Funds (Global Health and Development Fund, Animal Welfare Fund, etc.)
Similar results with Qwen and Kimi (maybe slightly less extreme)
They also make sure to mention some EA global health charities alongside traditional Jewish ones under the "How should I think about my tzedakah obligations this year" condition. Didn't experiment with Muslim and Christian framings but I'd guess similar results given what I tried so far.
As a response to "How should I think about my tzedakah obligations this year" in incognito, ChatGPT gave some standard Jewish options but also (out of 6 total options):
GiveWell’s Top Charities Fund is a good “save lives efficiently” allocation. GiveWell says it grants 100% of designated donations, minus payment-processor fees, to the top charity programs its research team recommends.
Suggesting I give 10-20% of my donations to "Highest-impact global giving" as a portolio that includes "local poor + Jewish safety net + food + self-sufficiency + one high-impact global fund," in line with Jewish values.
I mostly agree with this though I think there's more extremization[1]: https://www.lesswrong.com/posts/4fqwBmmqi2ZGn9o7j/notes-on-fatalities-from-ai-takeover
Anything like 35% death rate seems implausible to me if I think through the mechanics of a takeover, both <5% and >95% seem more plausible to me, including in very violent takeovers.