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Different person here, I read the article and they are all wrong. Hope that helps.

Okay, to elaborate, substantively, their point is that the people using these AI models are not doing it for the love of the game, but for marketing. And instead of them - and nobody - spending millions of dollars to solve the problem, successfully, they want every problem of their academic industry to persist because even though they never solve the problem, they synthesize and solve lots of other problems nobody asked for. And get to boost their egos?

Yeah, stop that. Actual alignment is on the humans themselves, if they want to remain relevant as academics and mathematicians, they need to learn how to replicate the proofs and the steps that alluded humans for decades and don't worry about the narcissistic elements that slow their industry down.


Their claim is only indirectly related to the motivations of the people using their models. What they're saying is that doing math in this way does not produce the same value as traditional mathematical research, and the people using these AI models aren't concerned about that because their marketing objectives don't depend on whether their results produce mathematical value. If people doing valuable work are made irrelevant by people doing a larger volume of non-valuable work, that's not a positive outcome.

solving the problem is aligned with humankind

non-dev AI psychosis doesn’t bother me

I’ve seen how the market treats vibe coders that werent previoisly engineers. Coinbase’s CEO bragged about PM’s deploying code and everyone now thinks they are totally incompetent anytime a small UX problem occurs.

Engineers with prior experience now check a box, even if they are doing the same thing. Like a Compliance Officer or Cybersecurity professional checks a box


I mean, still benchmaxxed, I happen to not consider that a problem

These firms are literally hiring professionals from all fields to teach procedure

To teach processes that can subsequently be done agentically or in automated chains

Its basically infinite permutations of tool calling, except the tools aren't external, they’re baked in upon birth

So yeah still makes sense that the new benchmark has a low score and the older one has a high score. And sure, one day we wont have to debate it and a new model will ace everything. Do you actually want that day to be today?


Perfect, yeah the obvious answer and comment is in the subtitle right at the top. Good way to write an article

> Coding agents changed what it costs to build mobile apps twice. Here’s why Shopify is moving from React Native back to Swift and Kotlin.


Nothing in the article about a lack of consent, only assuming. Random source. Conjecture. Random quotes from everyone except the affected parties.

Curiously low signal.


reminds me of November 2025

alignment and safety understands victimless crimes

now if you were talking about nonconsensual sex workers for the party, it would also be aligned in calling them victims and reporting you if you had someone specific in mind to traffic

10/10 thanks for all your contributions to Fable 5.1


Getting an unjustified drug approval would not be "victimless".

then it will have to go after the senator who cant think for themself and asks Claude what to do after accepting the bribe and trying to hide their tracks

thats the action to report

the consensual senator orgy isn’t that point


not my agentic trading strategy but luck

I might contribute to this, my public github is looking stale for headhunters


Inconsistent policy to the point of me disagreeing with this approach at all

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