It isn't security basics, it's difficult. We are equipping agents with Turing-complete create/update/delete access to the world, they operate at superhuman speed, and proactively controlling that is an unsolved problem.
The semantics they are trained on include latent representations of the world that are superior to any pre-existing PL corpus. That is my guess and it's not any less rigorous than your guess.
I think I get your point but I think it's reductionist to the point of being incorrect. Of course LLMs are better at some semantics than others. Programming languages don't have random semantics, they have what matches…
Why not oratory? Why not emotional intelligence? Why not public service projects? Why not visual arts? Why not horticulture?
Who decided how much risk the rest of us should live with?
Cheap shot so take it for what it's worth: Maybe the tests measure the wrong things in 2026. Also maybe the tests pre-suppose that the entrenched format of schooling is right.
The high score of Gemini 3.8 Flash vibes with my experience anecdotally. While it often goes off the rails with open-ended questions (which is a strength if taken with care), it is also a good at solving issues in a…
Like you are hand crafting a C++ game engine because you like to, I am crafting a category theory based foundation of accounting in various odd languages. Mine is made possible by AI because I'm only an accountant, not…
It isn't security basics, it's difficult. We are equipping agents with Turing-complete create/update/delete access to the world, they operate at superhuman speed, and proactively controlling that is an unsolved problem.
The semantics they are trained on include latent representations of the world that are superior to any pre-existing PL corpus. That is my guess and it's not any less rigorous than your guess.
I think I get your point but I think it's reductionist to the point of being incorrect. Of course LLMs are better at some semantics than others. Programming languages don't have random semantics, they have what matches…
Why not oratory? Why not emotional intelligence? Why not public service projects? Why not visual arts? Why not horticulture?
Who decided how much risk the rest of us should live with?
Cheap shot so take it for what it's worth: Maybe the tests measure the wrong things in 2026. Also maybe the tests pre-suppose that the entrenched format of schooling is right.
The high score of Gemini 3.8 Flash vibes with my experience anecdotally. While it often goes off the rails with open-ended questions (which is a strength if taken with care), it is also a good at solving issues in a…
Like you are hand crafting a C++ game engine because you like to, I am crafting a category theory based foundation of accounting in various odd languages. Mine is made possible by AI because I'm only an accountant, not…