Research acceleration: The view inside OpenAI
45 points by iamsyr 4 hours ago | 16 comments

hedgehog 31 minutes ago
This roughly lines up with my personal experience that in March a combination of stronger models and better tooling on my end let me start running jobs unattended 24/7 (using Anthropic sub and my own hardware). Their $8000/day per researcher spend is crazy though, I'm curious how they keep track of the work.
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Jeff_Brown 2 hours ago
The burning question I can't get any information nn is whether, if they determined an earlier misaligned generation may have transmitted misalignment to the current models, they would roll back to a safe checkpoint to rebuild from there. I suspect they would not unless forced to.
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piyh 34 minutes ago
Opus was trained based on it's internal CoT due to a bug for generations. Gemini's depression extended through models. OpenAI has killed people. We've already seen cross gen misalingment.
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grim_io 2 hours ago
They would maybe try to deactivate that bad "gene" and move on, exposing future models to "genetic disorders".
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coherentpony 2 hours ago
“All models are wrong. Some are useful.” - George Box
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simonw 2 hours ago
My eye glazed over a bit during the opening paragraphs, but once you get to the meat of the article about how OpenAI's own researchers are using their tools it gets a lot more interesting.

I noted that they use the acronym RSI (for Recursive Self-Improvement) without defining it. I think that's a little out of touch - I don't think RSI is a well-known acronym outside of OpenAI's bubble yet.

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sho_hn 7 minutes ago
I actually think a goal of the current crop of OpenAI posts is expressely to reset the spectrum by normalizing the concept of RSI as something normal and safe to pursue.

The message is running through all of them. It's a mix of marketing and pacifying the intelligentia.

It's timed this way because the term is not yet well known outside the safety debate circles, so they get to frame it now.

Instead of something to fear, it will be accepted as the next step. In approximately two days the groupie crowd will write LinkedIn posts about how Sam is winning because they have the better RSI, and this will become the new standard wisdom.

In a month an AI expert will sell you a webinar on how to enable "RSI" in your org.

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dgacmu 45 minutes ago
Indeed, many programmers might pattern match to repetitive stress injury and think of their brushes with carpal tunnel syndrome. :)
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HarHarVeryFunny 28 minutes ago
RSI is a fetishistic term among the singularity crowd, who imagine AI "recursively" improving itself in some exponential fashion until there is a bright flash of white light and it reveals itself in the form of god. Or something like that.

I don't know why whoever coined the term chose "recursive" rather than "iterative" - just sounds more likely to lead to infinite regress I suppose.

This notion of recursive/iterative self-improvement, whereby generation #1 AI improves itself to create generation #2, then generation #2 further improves itself to create generation #3, etc, seems to conflict with the reality that what we have with LLMs is models whose performance/capability is defined by data, not code, so the most you can do is have your LLM design synthetic data, or just do Karpathy-style "auto research" where all you are doing is using the LLM to automate your experiments.

At the end of the day, each experiment, designed by a person and/or LLM, then needs to compete with all your other ideas for compute to be tested at scale, and no amount of recursion or self-improvement will materialize an infinite amount of compute out of thin air, so your recursively synthetic-data gobbling LLM will continue to improve at the same pace it ever did.

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jazzyjackson 25 minutes ago
Yes the exponential self improvement folks have never heard of an eigenvalue I guess. You can loop forever using output as input but at some point the result will stop changing (depending on the function)
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andrewingram 29 minutes ago
Yeah, I kept looking for the first place it was defined in the article and... nothing
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vatsachak 54 minutes ago
RSI started when humans discovered tool use.

I mean one could argue that RSI always begins in any physical environment.

The book "What is intelligence?" by Blaise Aguera is great

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lokar 48 minutes ago
Are you sure that was not iterative improvement?
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password54321 42 minutes ago
Using tools to build tools is recursive.
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HarHarVeryFunny 24 minutes ago
It's not recursive when it's done iteratively, or are you imagining GPT Astra designing GPT Galactia, which starts designing GPT Oh-My-God-ica before it has finished being created itself?
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adastra22 34 minutes ago
What is the difference between?
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Orien_18 19 minutes ago
[flagged]
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matan0904 2 hours ago
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