sebmellen
Joined 9 years ago
Joined 9 years ago
…doesn’t this mean Zuckerberg himself?
Retooling thought to be delivery-oriented is very difficult.
His launch post gives good context not found in the blog:
> interpretability might be the most important scientific problem in the world right now, as I don't think we can solve alignment if we don't know what we're building. I think I have good news about it. I co-authored early work in mechanistic interpretability at OpenAI and came away pessimistic, because neural networks appeared to fold into arbitrary tangled knots. years later, I started openai's first large-scale automated interpretability project, finding about 2% of neurons legible with the primitive tools we had
> with modern agentic tools and a much closer look, the picture looks totally different. the vast majority in models up to trillions of parameters are legible, and their circuits beautiful. many famous examples of tangled neurons turned out to be misunderstood. The roadblocks I expected mostly aren't there. I now think ambitious interpretability will be solved by the time we need it most, and possibly quite soon, as automated scientists keep improving. it may be a bitter lesson for interpretability: the simple thing, at absurd scale, works
Wow, those are seriously impressive numbers for how intelligent this model seems to be!
One thing that this article doesn't clarify, and that I guess I really should look into, is what exactly AutomationBench tests for as compared to other benchmarks. The standout performance on AutomationBench is interesting to see, but I don't know what it really means because the model seems to score relatively close to other local models on every other benchmark.
But you're right that you can't be 100% certain. Isn't that true for human-to-human explanations too?
But, as a patient, it's hard to find comfort in that. I think that might be what drives the craziness in “non-traditional” approaches to treating disease. Could it be that people using fruititarian diets and essential oils for cancer are doing so because they don’t understand enough to bear a “wait and see” situation?
Argon explained the problem to me in such depth that I could be content with my basic treatment plan. ChatGPT went way off the deep end, suggesting things like high-dose niacinamide treatment (which is admittedly being evaluated in clinical trials, but comes with a host of other side effects).
◮ Website @ www.sebmellen.com
◮ Blog @ www.sebastianmellen.com
◮ Email @ hn [ a t ] sebastianmellen [ d o t ] com // corp email is first name at mycompanysite
——————————
There is a tide in the affairs of men. Which, taken at the flood, leads on to fortune; Omitted, all the voyage of their life Is bound in shallows and in miseries. On such a full sea are we now afloat, And we must take the current when it serves, Or lose our ventures.
——————————
[ my public key: https://keybase.io/sebmellen; my proof: https://keybase.io/sebmellen/sigs/iwp1glP0DaEmYMDaW9pg2Syr_Kq5YULKX7AU68ovLCQ ]
iWIkiiKk7w