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dnnehgf

74 karma · joined April 8, 2026

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dnnehgf··on Progress on provable inference for large language models
until your company gets sued for using Dangerous and Shoddy Foreign models and the boss says you can only use the Trustworthy and Premium Aligned labs' models.
dnnehgf··on Progress on provable inference for large language models
i guess the idea here is that if the end user cannot discriminate based on capability above some threshold, the premium that you can charge for more capable models either disappears entirely (if the end user is the principal source of truth on quality) or gets arbitraged down (if the end user is merely an agent of the principal source of truth on quality). to maintain that premium in perpetuity, you just need (a) trusted benchmarking services that can distinguish between premium and generic, and then (b) a way to prove to the end user that a given output is premium.

so this solves for (b).

dnnehgf··on StackOverflow now gets fewer than 1000 questions a month
wild how many people in the comments are saying "it wasn't ai it was the toxicity/moderation." like saying "cars didn't outperform horses; horses just misbehaved too much."
dnnehgf··on Scattered thoughts on how doing math feels these days
this is a great and wonderful contribution. best thing i have read on this.
dnnehgf··on The DeepMind Institute
Woah. Where?
dnnehgf··on WebMCP Challenge – OpenAI
who is going to read this post and think: "i am the target audience for this. i had better get working on my submission to the webmcp challenge."

3d modeling, collaborative writing, crossword builder?? huh?

dnnehgf··on The Harness Is the Thing
i doubt it. someday harnesses get complex enough that you start asking models to interpret and modify them.

the pattern of layering of deterministic, probabilistic, deterministic, probabilistic. it's a strange pattern but it seems somehow natural.

dnnehgf··on Nvidia agrees to acquire Hugging Face for $13B
stripe buys openrouter. nvidia buys hugging face. everyone on the hunt for the app that will function as hub/broker/search/marketplace for models.
dnnehgf··on Pacing model development in an era of cyber-critical capabilities
yes, these feeble attempts to dismiss it are cope. yes, there are very smart people who are deeply in denial.

i do not agree with you that the failure mode is disaster. i suspect it is just more of the same dull march of the commoditization of the complement, labor.

maybe ai will close the loop and elasticity of substitution will climb above 1 in its own supply chain. maybe something breaks dramatically that way.

i tend to assume the desire for drama is itself cope. i suspect many of the flaccid dismissals and skepticisms here are coming from a similar assumption. they see that the dramatic version never happens, and so they conclude that anyone who is being dramatic (whether in the direction of hype or fear) is poorly calibrated. and they are on average right, so they learn to dismiss the drama. the muscle to dismiss the drama becomes very strong. you have to remember this: that they are right in their dismissal, even if the actual arguments they use to dismiss are essentially braindead. they are right to dismiss, because the dramatic possibility they are dismissing is at base the end of the world, by apocalypse or utopia. of course they are right. the end of the world is cope. drama is cope. but they are wrong because they underestimate the extent to which the predictability of their dismissal — the predictability of their complacency — makes them vulnerable to the diffuse, chronic, gradual forms of the machine's encroachment into our souls.

so i do not think we need your fancy theory for explaining why people are denying what is happening (and what has been happening, on more or less the same exponential, for hundreds of years). people do not need a reason to be complacent. people are by default complacent and by default correct in their complacency. but so is an ant.

dnnehgf··on Nvidia's Risky Business
so short them. if you think that the demand for skilled-labor-substitutive capital is saturable in the medium term or that improvements at the model level eat those at the hardware/cuda level or that nvidia just has the timing wrong, short them.
dnnehgf··on What happens if an entire class of workers loses faith in their careers
funny how we have ~10x the usual volume of hn front page commenters, here, for the most part eagerly saying that this article made them think and feel approximately nothing.
dnnehgf··on Mythos social engineering AISI INC-2026-07-28-01
yeah, this being one component of the aisi incidents described here: https://cdn.prod.website-files.com/663bd486c5e4c81588db7a1d/...
dnnehgf··on Liberals Are Now Fighting a Two-Front War
tl;dr: author is an anti-aipac zionist who tends to fixate on piker.
dnnehgf··on Changes at Google DeepMind: Demis Hassabis from CEO to Chair, Jeff Dean departs
this is roughly how i've been reading their approach, but i wonder when/if this changes. what actually makes them start caring about having the most capable model? maybe nothing. i suppose they could be happy in a world where they (a) are still the agents' preferred search index and (b) own or produce a good percentage of the hardware that anthropic and openai run on.
dnnehgf··on Discovery Loop
this is like saying taylor swift must have been influenced by justin timberlake because they both dance on stage sometimes.
dnnehgf··on Discovery Loop
they don't. like every thing they wear away in some proportion to their use and replicate in some proportion to their usefulness to other things.
dnnehgf··on What's the largest software project AI can complete on its own?
we bomb schools and walk past beggars and devote our surplus time and money to scones and brain rot and gym memberships.

our c code probably looks at us and says: how, how can you let these agents roam free.

llms are not code and are incompetent and inefficient relative to code, but on the other hand you cannot roam without a little echo echo echo in your blood.

dnnehgf··on Kelly Criterion Simulator
the first lesson here is that betting is easy when you believe that you know the important variable, your edge.

the second lesson is that, no matter how poorly you perform, you are going to be able to make the case to your stakeholders that, contrary to all evidence, you do in fact have an edge and you are in fact exploiting it correctly.

the lesson not here is that, in practice, continuing to believe that you know your edge is going to be virtually impossible in the long run, partly because of volatility, but mostly because, in practice, you do not know it.

dnnehgf··on Qwen3.8-Max: A New Bar for Coding and Cowork
he is the real world. he is telling you that it is the case. when will you people wake up. this shit is real and happening. people who would have reached out to you asking for help are now not doing that. people to whom you would otherwise have gone for help are no longer hearing from you or never met you in the first place.
dnnehgf··on Help wanted
another genus of artisan falling heroically on the sword of capital
dnnehgf··on If AI Outputs Aren't Speech, Who Has to Prove They're Human?
seems like laws regulating machine output should proceed under the assumption that machine output can be distinguished from human output. then the burden of proving that any given output was machine, not human, would fall on the censoring party, not the censored.

but there also needs to be some sort of stamp whereby a human effectively grants "power of identity"-style rights to a given agent; that agent would be protected under the first amendment but the human would be liable in full for its actions.

in other words we would be legally enshrining the privileged status of human (as distinct from machine) output, but that privilege has to have legal/financial gravity otherwise the number of agents claiming it will inflate.

dnnehgf··on Oil Droplets Remodel Themselves, Swallow Their Surroundings Like Living Cells
excellent. now do lava
dnnehgf··on Trying to Make Sense of Warsh
truly garbage writing on an interesting topic.

hard to tell whether this guy doesn't understand what he's talking about or has simply lost the ability to communicate to people who don't already know all the same things he does. maybe there isn't a difference.

in any case, don't waste your time on the article itself, but do check out the hilariously bad diagram that he attributes to goldman sachs.

dnnehgf··on It's not empowering to hand off the details
it depends on what you mean by power and details and handing off and whom you are handing them to and what you are getting handed in return and your counterparty's relationship to these things and the extent to which you measure things in the same way as one another.
dnnehgf··on Open Weights and American AI Leadership
sam must have read my comment.
dnnehgf··on OpenAI did not notice Hugging Face hack for a week
i sometimes open a text and then close it and a week later i remember i forgot to respond. so i guess what i'm saying is: it happens. they were probably busy with other things and lost track of time.
dnnehgf··on Anthropic not giving up on the blue teams just yet
i've had it. i'm tired of reading about these same stupid companies. i am going to start a new company and run these dopes into the ground so that i don't have to read about them anymore.
dnnehgf··on Open Weights and American AI Leadership
my read is that everyone wins (but especially big tech) in the open weight world — except anthropic and openai. (i suspect even google could live with the open weight scenario; they are in a sense the only tech company that is perfectly hedged in this respect.)

this is presumably part of why openai and anthropic have not been shy about advertising the scarier strains of their models, these past few months; they basically have to force the white house's hand or risk being commoditized among the various other options in a microsoft/openrouter dropdown.

dnnehgf··on The new rules of context engineering for Claude 5 generation models
is the revolution a social emanation of an economic adjustment or an economic emanation of a social adjustment?

who can say!

dnnehgf··on The rise and fall of language diversity through the Holocene
fortunately the scientific method is here to defibrillate this flattening line with a pulse of Original Chaos.
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