So, that would be an awesome project!

If you had a list of N concepts and M ways to apply them you could try all N*M combinations, and get some very interesting results. For a real example, see the theory of inventive problem solving (TRIZ)'s amusing "40 principles of invention" by Soviet inventor Genrich Altshuller. https://en.wikipedia.org/wiki/TRIZ

I'm very surprised to see SDL3 re-gain DOS support, since they've aggressively dropped support for almost every port/OS they had in the SDL 1.2 days.

Edit: I think what you're alluding to is that tracing JITs can overcome a lot of dynamic language features which make things hopeless for method JITs. Where LuaJIT really shines vs PyPy is outside of JITed loops. (Also memory and compile overheads). I realise this is a bit of a motte and bailey.

I was actually hoping they would change it to something that more closely tracks their actual costs so that they wouldn't have to rug-pull this badly. In particular what was really bad about it was that sending prompts to agents while they were working (to give them corrections) cost extra so I stopped doing that (after initially OpenCode didn't cause billing for that, until they became official).

BTW, Github Copilot is pricing Opus 4.7 at 2.5x the cost of Opus 4.6 at promotional pricing (so maybe it'll be 4-5x). But Github's request based pricing is insane, completely divorced from their actual costs (you can achieve 1+M tokens for $0.10 if you give it a large request), so I'd assume they're losing a lot of money.

""" Fortunately, the boy was very precise and showed me exactly where he found it on a map. Then we went into our findings registration and found that this agricultural site was actually a well-known place," Henker explained.

Berlin's Museum for Pre- and Early History has been systematically conducting surveys on empty land in Berlin since the 1950s to determine where possible excavation sites might be.

In this particular spot, explains Henker, the upper layers of the soil were surveyed in the 1950s and 70s and again later. "Every time, they discovered a few distinct finds that made them say 'ok, there's probably more in the ground here'."

Over the years, fragments of ceramics, Slavonic-era knives and a bronze button have been unearthed on the site, as well as burnt human bones, leading researchers to conclude that this are was used as a burial ground dating as far back as the early Iron Age — and has been in use throughout the centuries. """

https://www.dw.com/en/teen-discovers-first-ancient-greek-art...

Yes, it's unfair to compare results for the 25 (easier) public games against scores for the 55 semi-private games (scores for which are taken from https://arcprize.org/leaderboard).

But you're wrong to say that a custom harness invalidates the result. Yes, the official "ARC verified" scoreboard for frontier LLMs requires (https://arcprize.org/policy):

> using extremely generic and miminal LLM testing prompts, no client-side "harnesses", no hand-crafted tools, and no tailored model configuration

but these are limitations placed in order to compare LLMs from frontier labs on equal footing, not limitations that apply to submissions in general. It's not as if a solution to ARC-AGI-3 must involve training a custom LLM! This Agentica harness is completely legitimate approach to ARC-AGI-3, similar to J. Berman's for ARC-AGI-1/2, for example.

Yes, if you want skilled labour. But that's not at all what ARC-AGI attempts to test for: it's testing for general intelligence as possessed by anyone without a mental incapacity.

No, they aren't, and probably neither is anyone else offering API pricing. And Anthropic's API margins may be higher than anyone else.

For example, DeepSeek released numbers showing that R1 was served at approximately "a cost profit margin of 545%" (meaning 82% of revenue is profit), see my comment https://news.ycombinator.com/item?id=46663852