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Humanity agreed, for example, that growing ozone hole is dangerous for everyone, and worked together to ban production of gases that damage ozone layer. See Montreal Protocol International Treaty. It was highly effective. Training powerful AIs isn’t different.

I think that trying to stop AI development is more like trying to stop nuclear weapon proliferation than it is like fixing the ozone hole. I think the difference is that if one country works to fix the ozone hole, that doesn't make the other countries scared that they are falling behind in ozone hole fixing technology and might get conquered or reduced to subservience as a result.

Nuclear weapon proliferation seems to have plateaued recently, but I think that this appearance is partly deceptive. The main reasons it has plateaued is that: 1) building and maintaining nuclear weapons is expensive, 2) there are powerful countries that are willing to use military force to stop some other countries from developing nukes, and 3) many countries have reached nuclear latency (the ability to build nuclear weapons very quickly once the political order is given to do it) and are only avoiding actually giving the order to build nukes because they don't see a current important-enough reason to do it.


We've also made progress as a species towards banning and reducing other things that in-group upsides and really bad externalities: off-the-shelf sale of broad system antibiotics; chattel slavery; human organ trafficking; some damaging recreational drugs.

The prohibitions aren't perfect, of course (and not without their own negative externalities in some cases). But all of those things are much more accessible to people than nuclear weapons, and we've still had successes in banning/reducing them. So maybe there's hope yet.


The first move is always: white rook takes black rook, then the only remaining move for black is to move the knight away, which results in checkmate.


If you play the game, you realise this ends up in stalemate.


I'm not very good at chess, but I dont get why most things are considered a stalemate? I strategically remove all pieces of the enemy, leaving only the king against my rook/tower whatever its called, the king has nowhere to run. In my eyes it's a checkmate. The game just calls it a stalemate. Would be a stalemate if I couldn't do anything, but I can kill the enemy king.


There is an explanation further down. A stalemate is if the enemy has no valid loves and is not in check


It's a stalemate because while the king can't move, he isn't under active attack. There is nowhere he can legally move, but he's safe where he's at.


That rule caught me up too. In regular chess if it is your opponents turn and their only pieces are a king in the 1,8 square and a pawn that is pressed up against one of your pawns and you have rooks in the 2,1 and 8,7 squares that counts as a victory does it not?


No. That is a draw assuming it is the player with only a king’s turn to move.

Translating your notation to normal chess notation:

White king on h1, black rooks on a2 and g8, black king in some random other place, white to move.

That is a draw, because white is NOT in check, but has no legal moves. That scenario is called stalemate. If white were in check, it would be checkmate and a win for black. Set it up on any chess analysis board website and it will say the game is a draw.


But why? That feels like a victory.


Because that’s the rule. There doesn’t have to be a rational reason.


... and if it weren't the rule, it'd make a lot of mid- and late-game play much safer for the player with the advantage. As it is, it's something they have to watch out for, which constrains them somewhat. You have to win, but not the wrong way, and your opponent can attempt to force you to "win" the "wrong way" (resulting in a stalemate).


Black can’t move the knight: it’s illegal to make a move that puts yourself in check. Thus black has no legal moves, but isn’t in check, so the result is a draw.


> The first move is always: white rook takes black rook

No. N4 leads to a forced win.


What about other driving occupations?

- fire, police, postal, long haul trucks


It will then write script in some other language, as a workaround.


He used Claude Code, you are using Codex.


Several customer testimonials for GPT-5.4 Mini have em dashes in them.

Did GPT write them?


Users of AI used AI? Shocking


Depends on benchmark.

If questions are fixed they are trivial to game.


Using Claude Code professionally for the last 2 months (Max plan) at Rhoda AI and love it!

Software Engineering has never been more enjoyable.

Python, C++, Docker, ML infra, frontend, robotics software

I have 5 concurrent Claude Code sessions on the same mono repo.

Thank you Anthropic!


Wired headphones just work, unlike the bluetooth ones.


You are better off not working there.


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