Viewing profile — nxtfari

Sure, then you should allow that they are also tools for transforming sequences of questions into answers. Language models are based on compression of information, using them as a …

Surprisingly incoherent for Anthropic and Dario (cue peanut gallery — “always has been!” No, I don’t think so. I think this is new). It seems to me like there is just no good answe…

They must have done the math to show even if you peg Kimi K3 generating 24 hours a day for an entire month it doesn’t exceed 10k in opex? Very interesting.

Jagged frontier is not the same as being benchmaxxed. Benchmaxxed is à la Goodhart's Law "when a measure becomes a target, it ceases to be a good measure." Jagged frontier is about…

Haha, this is awesome. Hadn't heard of it, thank you for the link.

If you haven’t been really running and testing these models yourself, they are all benchmaxxed. No matter how close they score to frontier on whatever metric, they always fall apar…

Very high quality and info-dense article. Cheers.

This is really smart, like the author said, old idea but cleverly applied. In case anyone wants a summary: don’t one shot, don’t use plan mode and hand off the plan to cheap execut…

Everyone using Claude Fable to verify this proof is so funny. If you read the definition of the Jacobian Conjecture and (I am not exaggerating this) have passed a college Calc 3 cl…

Eh, Minimax M2.7 also took a similar amount of time (actually longer) between availability and weights release.

you could live (100k a year) with the interest of 0.004% of that in the bank.

Apple (and the ARM ecosystem as a whole) has never really needed massive GPU compute before, it’s always been about power efficiency and just enough GPU oomph to make UI fluid. Eve…

I think we should make it illegal to not specify the quantization in the headline for these types of posts.

this is really cool but it seems very unlikely that someone targeting an exotic system not supported by rust (mostly embedded and ancient mainframe targets) would be willing to tru…

An important idea I’ve observed true across industries is “prices rise like a rocket and fall like a feather,” meaning that even though price rises are usually genuinely driven, yo…

this is really clever, props

Location: NYC / LA Remote: yes Willing to relocate: NYC or LA Technologies: Motion planning, autonomy, embedded microcontrollers, embedded Linux, perception systems, controls. C, C…

they’re doing m7 on the intel 18a fab, which is exactly that

One of the stupidest things about this is we talk all day along about how frontier models don’t just interpolate distribution, then can extrapolate out. Then something like this co…

My honest read is that, having everything — the data centers, the compute, the models (however misaligned they might be), the only thing xAI is missing is users. They don’t have an…

this being HN, from the title i genuinely had no idea whether this link would be about music, the apple graphics acceleration framework, or ore deposits.

really impressive. did not expect this from infineon.

> One of the lessons of philosophy is that once you adopt any particular value system, almost all philosophers either become immoral or caught up in meaningless and trivial quibble…

> Do people have extremely complex Actions that I can't fathom? Yes. Think CI jobs that test every candidate PR against a matrix of build targets, run fuzzing, run simulation tests…