The ARC-AGI-3 scorecard is extremely misleading given that it clearly states itself that "with [the responses API] harness, we estimate Sol would score in the ballpark of ~30%." but it shows a score of 7.8% for GPT-5.6 Sol presumably since if they updated the percentage for GPT-5.6 Sol to the score it would receive with the responses API harness they used for GPT-6 Astra they'd have to do the same for the percentage…
GPT-6 Astra
721–730 of 1001 posts
Re: GPT-6 Astra
#722Oops, shots fired. A direct attack on the vibe coded app market. Replit, Lovable, etc.
Re: GPT-6 Astra
#723I am really confused on how it can saturate ARC-AGI but still perform poorly on aggregated benchmarks: https://artificialanalysis.ai/models Perhaps if it was allowed this custom harness for all benchmarks it would similarily saturate?
Re: GPT-6 Astra
#724Re: GPT-6 Astra
#725Re: GPT-6 Astra
#726I want to take a step back: So, this is GPT-6 -- the natural number version release comparable to GPT-4 and GPT-5 from the past few years. The ARC-AGI-3 score is obviously impressive at 99.9% (we'll need to wait for more details on how they used the response API harness on GPT-6 Astra, wrt reasoning retention and compaction), but every other benchmarks seems to be a relatively modest improvement, comparable with any…
Re: GPT-6 Astra
#727Re: GPT-6 Astra
#728Re: GPT-6 Astra
#729I have nothing to say about the actual model, but unrelated--why do so many of these demos include people buying things autonomously? Even if I did trust an AI to get everything right, it's not like the AI can read my mind. If I was ordering food normally and without AI, I would want more control over the process--looking over the options, prices, thinking about what I really want. People don't know what they really…
The overwhelming majority of things I buy are things I've bought before. Alexa having access to my Amazon order history means I can just say "order a new water filter for my fridge" and the correct item shows up the next day. Far from life changing, but it's a feature I use somewhat frequently these days. Similarly, I would trust an AI to put in my usual Chipotle order or pizza from my local pizza joint. I wouldn't w…
Re: GPT-6 Astra
#730AGI to me means capable of absorbing new information on the fly and self-evolution. As long as it is a pre-trained model without live post-training capability, it's not AGI to me. It is extremely impressive, but it doesn't pick up skills in a lasting manner, and requires a beefy harness for it to perform.