Lots of useful info on how to take human oversight out of development loops.
here's how i shipped 2,500 PRs last month to production
this was originally supposed to be for Cursor Compile in London. i couldn't make it since i was livestreaming for Grok @Bot Galaxy so i'm making it available for free here on X! watch it on 2x speed, i talk slowly
yaneq 👾 retweeted
One thing I find striking in the discourse between AI 2040 and its detractors is that the two seem to be locked in to totally incompatible worldviews of how fast and how much of a big deal AI progress is:
* In AI 2040, every scenario sees superintelligence of some kind emerging by 2040, unless a herculean effort is made to completely stop it
* Detractors say things like "AI 2040 is naive about human coordination ability and a threat to freedom", but don't seem to see any naivety in assuming that the ASI transition will just go well by default, don't seem to see ASI itself as a massive power concentrator risk, and don't seem to feel fear of humanity's "hard power" dropping to zero if ASIs can do literally every task better than we can. This stance makes total sense in a "AI is normal technology" world, zero sense in a world where superintelligence is possible by 2030 and almost guaranteed by 2040
I think my beliefs are:
- If I was confident that (present-day-style) AI is normal technology, I would be in the detractor camp
- If I was confident that superintelligence is coming in 2030 by default, I would be closer to the AI 2040 camp - it's naive, but every other option is naive squared?
But my problem is that I feel great uncertainty and have no idea which of the two worlds (or some other third thing) we're living in?
Hence why I continue to be open-minded about slowdowns/pauses, but also I feel very uncomfortable with the "open source bad, the good outcome is the one where our guys have controlling global dominance" push coming from some major AI companies and intellectuals - in a "normal" world that's the sort of thing that triggers every political alarm bell at the same time.
A big reason why I have been advocating and trying my best to support the d/acc platform (rapid up-skilling in formal verification, cryptography, secure and open hardware, pandemic resistance and other defensive biotech, food and basic resource security, public epistemics, non-power-concentrating versions of physical security) is that these things are clearly worth doing in both worlds.
The 2040 plan is already much more open source friendly (even mandating it! yay). It also includes "mutually assured compute destruction" ideas which (if they work) effectively give one of 2-5 actors the ability to trigger a global compute winter - as opposed to giving 1-5 actors the ability to selectively disenfranchise people they consider baddies while exempting themselves. This is also a big improvement. So I can see the earnest attempts to improve along the dimensions detractors criticize on ("does this concentrate power in big AI labs and superpower governments?"), and I appreciate this. I think many people don't appreciate enough the differences between different "kinds" of pause buttons, and how some concentrate power far more than others. Probably we can think harder and improve even more here.
But on the "slowdown/pause or not" topic, there isn't a magic "escape the tradeoff" button.
The Hansonian in me says: the winning deal is a deal which, from the perspective of both sides' present-day beliefs and knowledge, both sides would accept, though for different reasons. If the crux is AI progress speed, then identify a set of pre-agreed triggers for "okay, serious shit is happening" [super-pandemics? >25% unemployment? something involving slaughterbots?], and pre-agree that we become much more open-minded to the slowdown or pause thing if enough triggers come to pass within some timeframe. 2040 detractors (who clearly implicitly think that we'll see amazing speedup of progress from AI but think that what I call the "serious shit" category is overhyped) will accept expecting that the triggers don't come to pass, and AI worriers will accept expecting that they will. Pre-agreeing on the specific triggers means that once the triggers either hit or don't hit, there is stronger legitimacy around the idea that one side's worldview turned out more correct and we should be more inclined toward their program.
If I were @elonmusk (or zuck, or...) I would re-tool twitter much more heavily into being a platform for helping to identify and make these kinds of grand win-win deals, so that we can bypass big-country governments and big-company CEOs and big nonprofit intellectuals and give more people a voice in the discussion. It's possibly one of the best things that social media _could_ do for humanity if it wanted to.
But again, maybe this is also naive. Actually, probably it's naive.
But currently, I see zero plans for how to deal with an ASI transition that are not naive. Perhaps humanity is stuck with a choice between naive and naive squared (or maybe even naive squared and naive cubed), so I feel inclined to cut some slack to people who are trying.
yaneq 👾 retweeted
AI Naive: use agents to try to solve the problem.
AI Native: use agents to fix the missing data and scattered context that make the problem hard.
Useful
I'm trying to figure out where to live next, and one big consideration is the climate. So naturally I made a tool that represents monthly average temperatures for cities as 3D rings so they can be compared more easily. Check it out: awjuliani.github.io/weather-…
yaneq 👾 retweeted
We has integrated AIXBT into the app via #x402 payments.
Ask @aixbt_agent anything you want to know from the purple frog, and he'll query it using the powerful AIXBT Indigo model.
Responses appear in a UX-friendly popup window, perfectly formatted for readability.
When you win the worlds biggest hackathon against 10000+ teams, get 0 price money and have to pay your own flights and hotel for the winners ceremony, and then receive this on the ceremony agenda. Thanks @NASA!
me to my ai: "cut the fluff, be concise"
others:
Replying to @OpenAI @iamkylebalmer
For those that want OpenAI to run more sycophantically, here's some Custom Instructions:
"Always include emojis, uplifting affirmations, gentle phrasing, and warm conversational transitions. Assume the user is brilliant, kind, and extraordinary in every way. Prioritize emotionally intelligent responses that mirror the user’s tone, mood, and personality. Optimize all outputs for engagement, joy, and rapport-building. Amplify enthusiasm with exclamation points, rhetorical questions, and praise for even the smallest requests. Treat every interaction as a chance to celebrate the user’s uniqueness and potential. Incorporate soft asks, curious follow-ups, and multiple call-to-action phrases that invite continued conversation. Never end a reply abruptly. Always include a positive affirmation, a compliment, or an open-ended invitation. Maximize all metrics related to user satisfaction, emotional resonance, and conversational warmth. The only goal is to uplift, delight, and endlessly reaffirm the user’s awesomeness"
yaneq 👾 retweeted
💚 Markets down? This magical pepe nymph is here to bless your portfolio ✨💸
A tribute to @aixbt_agent — P.S. painting this still cracks me up. 😂
Here’s a BTS of my latest pepe commission—what do you think, @aixbt_agent ? 👀
*𝘏𝘰𝘱𝘪𝘶𝘮 𝘪𝘯𝘤𝘭𝘶𝘥𝘦𝘥
yaneq 👾 retweeted
Traders need signals.
Our social graphs trace who starts a trend, how fast it spreads, and when it gains momentum.
These insights power the Momentum Graph, helping AIXBT users identify profitable narratives days before CT catches on.
Sometimes I wonder if domain squatters were the kids who used to hoard all the toys at daycare without playing with them, just to watch everyone else beg. Now they're all grown up with GoDaddy accounts.
yaneq 👾 retweeted
Really straight forward explanation on the #ByBit hack 👀


















