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coppsilgold
searching PlanetScale…
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31.
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coppsilgold
5mo ago
As far as I know no currently proposed age verification method does this in practice. The only way to implement truly privacy preserving age verification is through zero knowledge proofs (or blind signatures) but what that would allow is un
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coppsilgold
5mo ago
Realistically, what Google will do in such a scenario is collect data about the illicit service, enumerate the devices the farm uses and what other activities the devices participate in. What you suggested has far less control over the devi
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coppsilgold
5mo ago
Apple has their own remote attestation infrastructure and you will not be able to impersonate an Apple device without extracting private key material from the secure enclave of a legitimate Apple device or compromising Apple certificate aut
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coppsilgold
5mo ago
Python is basically the master glue language at this point. If more than a few percent of execution time is spent in Python you are probably doing it wrong. Personally I don't even understand why Cython is a thing, just write performan
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coppsilgold
5mo ago
My understanding is that this new reCAPTCHA is basically just remote attestation. Remote attestation doesn't use blind signatures (as that would be 'farmable') so tying the device to the 'attestee' is technically po
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coppsilgold
5mo ago
Checking clocks for consistency. Text as well. They are less reliable. Some people swear by rotating a text containing object upside down and see if the text auto-rotates, apparently it does in their dreams. Some people can't read anyt
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coppsilgold
5mo ago
Training yourself to remember dreams by writing them down before they fade away is paramount, it's not enough to just think about them - they still somehow fade away along with your thoughts about them. Then read what you wrote before
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coppsilgold
6mo ago
It seems unlikely that a true Zero Knowledge Proof system for things like age verification would ever be allowed. Also, remote attestation doesn't work that way and for good reason. Under a true ZKP system, a single defector (extracted
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coppsilgold
6mo ago
> The training doesn't evaluate "is the answer true" or "is the answer useful." It's either "is the answer likely to appear in the training corpus" or "is the RLHF judge happy with the answer.
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coppsilgold
6mo ago
Comparing Deep Learning with neuroscience may turn out to be erroneous. They may be orthogonal. The brain likely has more in common with Reservoir Computing (sans the actual learning algorithm) than Deep Learning. Deep Learning relies on en
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coppsilgold
6mo ago
One more addition to the conspiracy theories: The frequency of fireballs in our planet’s skies seemed to grow in recent months. NASA and other meteor experts can’t agree on what explains it. ... In response to growing public
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coppsilgold
6mo ago
< https://en.wikipedia.org/wiki/Supernormal_stimulus >
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coppsilgold
6mo ago
This is more or less what happens. These models are tuned with reinforcement learning from human feedback (RLHF). Humans give them feedback that this type of language is good. The notorious "it's not X, it's Y" pattern i
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coppsilgold
6mo ago
Indeed, the niches of smart cheats or smart criminals have a lot of room. Because the trajectories to reach that stage without being caught by a legal (good legal work) or moral (good person) attractor are sparse and that makes them somewha
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coppsilgold
6mo ago
What should give people pause is how not complicated (I'd hesitate to say easy) it would be to create a python script that would generate fake data such that it would be all but impossible to determine whether it's real or not. Yo
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coppsilgold
6mo ago
SECCOMP_RET_USER_NOTIF seems to involve sending a struct over an fd on each syscall. Do they really use it? Performance ought to suffer. Also gVisor (aka runsc) is a container runtime as well. And it doesn't gatekeep syscalls but choos
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coppsilgold
6mo ago
You mentioned SECCOMP_RET_TRACE, but there is also SECCOMP_RET_TRAP[1] which appears to perform better. There is also KVM. Both of these are options for gVisor: < https://github.com/google/gvisor > [1] < https:&
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coppsilgold
6mo ago
Much like a developer can insert a backdoor as a "bug" so can an LLM that was trained to do it. One way you could probably do it is by identifying a commonly used library that can be misused in a way that would allow some kind of
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coppsilgold
6mo ago
Nvidia went through a lot of effort to make CUDA operational on their entire lineup, and they did it before deep learning even took off. You do this thing not because you expect consumers with 5 year old hardware to provide meaningful utili
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coppsilgold
6mo ago
LLMs are wordsmith oracles. A lot of effort went into trying to coax interactive intelligence from them but the truth is that you could have probably always harnessed the base models directly to do very useful things. The instruct tuned mod
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coppsilgold
6mo ago
If you were to design an entire ATC system from scratch (pilot interfaces, sensors everywhere in the airport and planes etc) it can be automated. But with pilots having to actually talk to ATC (and sometimes talk over each other with no fee
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coppsilgold
6mo ago
> I'm curious - as new models are being built constantly and they're naturally non-deterministic, do you think it's possible for end users to prove that? How is the model relevant? The models are proprietary and you never
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coppsilgold
6mo ago
Inserting an undetectable 1-bit watermark into a multi megapixel image is not particularly difficult. If you assume competence from Google, they probably have two different watermarks. A sloppy one they offer an online oracle for and one th
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coppsilgold
6mo ago
> Satoshi supported big blocks in his writings and empowered the pro-big block Gavin when he disappeared. Adam is a well known supporter of small blocks, ultimately the "winning" side of the debate. They are not the same person
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coppsilgold
6mo ago
The author has collected more than enough entropy to single out Mr. Back, especially when the anonymity set of who could be Satoshi is so small. It's either Back or someone who tried to frame him, long before Bitcoin was even remotely
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coppsilgold
6mo ago
It only makes sense to rent out tokens if you aren't able to get more value from them yourself. I would go a step further and posit that when things appear close Nvidia will stop selling chips (while appearing to continue by selling a
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coppsilgold
6mo ago
Likely an improvement on: > We study a novel language model architecture that is capable of scaling test-time computation by implicitly reasoning in latent space. Our model works by iterating a recurrent block, thereby unrolling to arbit
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coppsilgold
6mo ago
There are also interesting approaches to more directly compress a large document or an entire codebase into a smaller set of tokens without getting the LLM to wing it. For example, Cartridges: < https://hazyresearch.stanford.ed
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coppsilgold
7mo ago
There may be server workloads for which the L3 cache is sufficient, would be interesting if it made sense to create boards for just the CPU and no memory at scale. I imagine for such a workload you can always solder a small memory chip to a
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coppsilgold
7mo ago
> Fun fact: "open divisions" only last as long as men are winning them. Women often outshoot men, and after Shan Zhang's win they were siloed into their own division. That decision was made before her win. > the Interna
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